Just some eda

Inspiration

The volunteers who work every day to improve the watershed

What it does

It just cleans the data and follows a nearest neighbor imputing strategy using a workflow to retain as much of the original data as possible.

How I built it

I started with the CMC/CBP data and filled/added additional exogenous variables from publicly available noaa datasets.

Challenges I ran into

Time constraints and missing domain knowledge

Accomplishments that I'm proud of

It was a off to a good start.

What I learned

That there is a treasure trove of publicly available weather data.

What's next for Just some eda

If there ever is a call for further help in watershed pollution modeling, I'd like to take what I've learned and expand upon it to be something more complete and useful.

Built With

• python
• scikit-learn