This is code presented at the Data Jamboree as part of the ASA Mini Symposium on Statistical Computing in Action
The code is in the file jamboree_code.ipynb. The other notebook file (jamboree_code_run.ipynb) is exactly the same except it shows the output (although Plotly figures don't show up in the notebook).