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.