Add final notebook and markdown for assignment 3

[dunkgoggles]

What changes are you trying to make? (e.g. Adding or removing code, refactoring existing code, adding reports)

I created two pieces of data visualization. I used python in a Jupyter notebook with an existing dataset. I used Microsoft Excel to create the second piece.

What did you learn from the changes you have made?

I learned a lot! I actually broke my kernel initially, so I had to learn how to set that up again.

Was there another approach you were thinking about making? If so, what approach(es) were you thinking of?

Yes, I thought about an interactive map that highlighted Ontario Fish Advisories by risk, but I had trouble as it overcomplicated my plans.

Were there any challenges? If so, what issue(s) did you face? How did you overcome it?

The broken kernel, I had to ask for an extension and find time during a busy couple weeks to repair my environment.

How were these changes tested?

My work is reproducible and produces valuable insights

A reference to a related issue in your repository (if applicable)

Checklist

• [X ] I can confirm that my changes are working as intended