Covid-19 Simulator

This project strives to simulate the Covid-19 results based on state restrictions, controllable by county.

Comment

Inspiration

I was inspired by my research on the Covid-19 pandemic.

The full project details, research, etc, can be found here: https://docs.google.com/document/d/1CdJ-Lh5l6so0cMZeuuUVPjLQLxyA_2zOahIQi3OmUXY/edit?usp=sharing

What it does

This project model allows you to input a Covid-19 response sequence, along with which county you would like results for, and produces the expected number of cases.

How I built it

I used EazyML and a variety of data compiled from all 3143 counties.

Challenges I ran into

I had major issues with all the data I was using, along with many problems trying to create my models on EazyML. I also had to change my strategy many times. The data cleaning took the longest.

Accomplishments that I'm proud of

I am proud of how I am able to complete a model and developed our understanding of the effects of many factors on Covid-19 infections.

What I learned

I learned that the United States virus spread largely had to do with the population of each county and the mandates they imposed.

What's next for Covid-19 Simulator

I will continue producing more complicated models, using more data, and larger training sets with over a million rows.

Built With

Share this project:

Updates