The COVID-19 case surveillance system database includes individual-level data reported to U.S. states and autonomous reporting entities. COVID-19 case surveillance data are collected by jurisdictions and shared voluntarily with CDC and it contains around 8.4 million records.
The dataset used from kaggle https://www.kaggle.com/arashnic/covid19-case-surveillance-public-use-dataset
The code on kaggle https://www.kaggle.com/shahendayoussef/covid-19-case-surveillance