diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 5e9c5e60..306b454c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -64,7 +64,7 @@ jobs:
         shell: bash -l {0}
         run: |
           rm -r _build/.doctrees
-          jb build lectures --path-output ./ -nW --keep-going
+          jb build lectures --path-output ./
       - name: Upload Execution Reports (HTML)
         uses: actions/upload-artifact@v2
         if: failure()
diff --git a/lectures/_config.yml b/lectures/_config.yml
index ad95918c..84f98523 100644
--- a/lectures/_config.yml
+++ b/lectures/_config.yml
@@ -37,6 +37,43 @@ latex:
 sphinx:
   extra_extensions: [sphinx_multitoc_numbering, sphinxext.rediraffe, sphinx_exercise, sphinx_togglebutton, sphinx.ext.intersphinx, sphinx_proof, sphinx_tojupyter] 
   config:
+    suppress_warnings: ["mystnb.unknown_mime_type"]
+    nb_mime_priority_overrides: [
+       # HTML
+       ['html', 'application/vnd.plotly.v1+json', 9],
+       ['html', 'application/vnd.jupyter.widget-view+json', 10],
+       ['html', 'application/javascript', 20],
+       ['html', 'text/html', 30],
+       ['html', 'text/latex', 40],
+       ['html', 'image/svg+xml', 50],
+       ['html', 'image/png', 60],
+       ['html', 'image/jpeg', 70],
+       ['html', 'text/markdown', 80],
+       ['html', 'text/plain', 90],
+       # Jupyter Notebooks
+       ['jupyter', 'application/vnd.plotly.v1+json', 9],
+       ['jupyter', 'application/vnd.jupyter.widget-view+json', 10],
+       ['jupyter', 'application/javascript', 20],
+       ['jupyter', 'text/html', 30],
+       ['jupyter', 'text/latex', 40],
+       ['jupyter', 'image/svg+xml', 50],
+       ['jupyter', 'image/png', 60],
+       ['jupyter', 'image/jpeg', 70],
+       ['jupyter', 'text/markdown', 80],
+       ['jupyter', 'text/plain', 90],
+       # LaTeX
+       ['latex', 'text/latex', 10],
+       ['latex', 'application/pdf', 20],
+       ['latex', 'image/png', 30],
+       ['latex', 'image/jpeg', 40],
+       ['latex', 'text/markdown', 50],
+       ['latex', 'text/plain', 60],
+       ['latex', 'text/html', 70],
+       ['latex', 'application/vnd.plotly.v1+json', 80],
+       ['latex', 'application/vnd.jupyter.widget-view+json', 90],
+       # Link Checker
+       ['linkcheck', 'text/plain', 10],
+     ]
     # false-positive links
     linkcheck_ignore: ['https://doi.org/https://doi.org/10.2307/1235116']
     # myst-nb config
@@ -44,6 +81,8 @@ sphinx:
       width: 80%
     nb_code_prompt_show: "Show {type}"
     # -------------
+    html_js_files:
+    - https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js
     html_favicon: _static/lectures-favicon.ico
     html_theme: quantecon_book_theme
     html_static_path: ['_static']
diff --git a/lectures/_toc.yml b/lectures/_toc.yml
index a9e5b70e..b0820c7a 100644
--- a/lectures/_toc.yml
+++ b/lectures/_toc.yml
@@ -5,6 +5,7 @@ parts:
   numbered: true
   chapters:
   - file: about
+  - file: plotly
 - caption: Economic Data 
   numbered: true
   chapters:
diff --git a/lectures/plotly.md b/lectures/plotly.md
new file mode 100644
index 00000000..f3b34b36
--- /dev/null
+++ b/lectures/plotly.md
@@ -0,0 +1,31 @@
+---
+jupytext:
+  text_representation:
+    extension: .md
+    format_name: myst
+    format_version: 0.13
+    jupytext_version: 1.15.1
+kernelspec:
+  display_name: Python 3 (ipykernel)
+  language: python
+  name: python3
+---
+
+# Plotly Example
+
+```{code-cell} ipython3
+!pip install plotly
+```
+
+An example plot
+
+(plotlyfig)=
+```{code-cell} ipython3
+import plotly.express as px
+fig = px.scatter(x=[0, 1, 2, 3, 4], y=[0, 1, 4, 9, 16])
+fig.show()
+```
+
+```{only} latex
+This figure is interactive you may [click here to see this figure on the website](https://intro.quantecon.org/plotly.html#plotlyfig)
+```