This is a US based covid tracker written in python using folium, pandas and regex. Folium is a python package that uses the leaflet.js library to make maps. I also used the pandas package to sort, merge and clean json datasets provided by the "Covid Act Now" Api. This was necessary for folium to run correctly. A live implementation is on my website. Since it is a static site hosted by GitHub pages, I use a bash script to run the covid tracker. The bash script also moves the map.html file generated and appends it to my website. Finally I use a cronjob to run the bash file at midnight every night.