diff --git a/scripts/provenance-week-2016-demo.sh b/scripts/provenance-week-2016-demo.sh
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+#!/usr/bin/env bash -l
+
+# This script is NOT meant to be executed "as is".
+# Rather this is for copy-pasting, one command at a time,
+# while explaining what's going on. 
+
+# Get the docker image (note: use "sudo" on Linux)
+
+docker run -it -v $HOME:$HOME yesworkflow/yw-noworkflow:latest
+
+# ... or might need to use explicit version id: 
+docker run -it -v $HOME:$HOME yesworkflow/yw-noworkflow:0.2.0.6
+
+# change into demo directory 
+cd simulate_data_collection
+
+# shorten prompt 
+export PS1='$ '
+
+# remove all derived products
+rm -rf facts .noworkflow *.xwam *.gv *.png *.pdf *.P *.txt ../../rules/*.xwam
+
+# for database facts
+mkdir -p facts
+
+# run YesWorkflow on the script to extract YW facts and model
+java -jar /home/yw/bin/yesworkflow-0.2.0.jar model simulate_data_collection.py -c extract.language=python -c extract.factsfile=facts/yw_extract_facts.P -c model.factsfile=facts/yw_model_facts.P -c query.engine=xsb
+
+# create some high-level YW views
+bash ../../scripts/materialize_yw_views.sh > yw_views.P
+
+# Now run the actual script using noWorkflow as the provenance recorder
+now run -e Tracer -d 3 simulate_data_collection.py q55 --cutoff 12 --redundancy 0 | cut -c 21- > run_outputs.txt
+
+# Generate the complete big "monster" runtime provenance graph
+now dataflow -d 2 -m simulation > nw_monster.gv
+
+# ... and render with Graphviz
+dot -Tpdf nw_monster.gv -o nw_monster.pdf 
+
+# remove an output file (for testing, debugging purposes!?)
+rm -f run/data/DRT240/DRT240_12000eV_002.img
+
+# Doesn't this exist already? 
+mkdir -p facts
+
+# output the noWorkflow SQL schema
+now schema -d sql > nw_schema.gv
+dot -Tpdf nw_schema.gv -o nw_schema.pdf
+
+# output the noWorkflow Prolog schema
+now schema -d prolog > nw_schema.gv
+dot -Tpdf nw_schema.gv -o nw_schema.pdf
+
+# export noWorkflow facts from the last trial  
+now export -t -m dependency | grep -v 'environment(' > facts/nw_facts.P
+
+# generate derived facts
+bash ../../scripts/materialize_nw_views.sh > nw_views.P
+bash ../../scripts/materialize_yw_nw_views.sh > yw_nw_views.P
+
+# run queries
+bash query.sh > query_outputs.txt
+
+# generate graphs as gv/dot files (Graphviz) 
+bash ../../scripts/yw_data_graph.sh > yw_data_graph.gv
+bash ../../scripts/yw_process_graph.sh > yw_process_graph.gv
+bash ../../scripts/yw_combined_graph.sh > yw_combined_graph.gv
+bash ../../scripts/yw_prospective_lineage.sh \
+	corrected_image \
+	> yw_prospective_lineage.gv
+bash ../../scripts/yw_nw_retrospective_lineage.sh \
+	corrected_image 'run/data/DRT240/DRT240_11000eV_002.img' \
+	> yw_nw_retrospective_lineage.gv
+
+# create df_style helper that can be used to change noWorkflow graph style
+now helper df_style.py
+
+# export filtered noWorkflow simulation graph with depth 2
+now dataflow -d 2 -v 55 -f 'run/data/DRT240/DRT240_11000eV_002.img' -m simulation | python df_style.py -d BT -e > nw_filtered_lineage_graph.gv
+dot -Tpdf nw_filtered_lineage_graph.gv -o nw_filtered_lineage_graph.pdf
+
+
+# render graphs using dot (Graphviz)
+dot -Tpdf yw_data_graph.gv -o yw_data_graph.pdf
+dot -Tpdf yw_process_graph.gv -o yw_process_graph.pdf
+dot -Tpdf yw_combined_graph.gv -o yw_combined_graph.pdf
+dot -Tpdf yw_prospective_lineage.gv -o yw_prospective_lineage.pdf
+dot -Tpdf yw_nw_retrospective_lineage.gv -o yw_nw_retrospective_lineage.pdf