Include a brief description of the changes being proposed, and why they are necessary.
Checklist
[x] Clear all outputs, run notebook from start to finish, and save the notebook in the state where all cells have been sequentially evaluated
[x] Check for any spelling mistakes using the DEA Sandbox's built-in spellchecker (double click on markdown cells then right-click on pink highlighted words). For example:
Proposed changes
Include a brief description of the changes being proposed, and why they are necessary.
Checklist