The data that support the findings of this study are openly available in The COVID Tracking Project at https://covidtracking.com (reference number 1), AAMC State Physician Workforce Report at https://aamc.org/data-reports/workforce/data/2019-state-profiles (reference number 7), and ESRI COVID-19 resources at https://coronavirus-resources.esri.com.