COVID-19 Hospitalization Forecaster

Updates daily
AK AL AR AZ CA CO CT DC DE FL GA HI IA
ID IL IN KS KY LA MA MD ME MI MN MO MS
MT NC ND NE NH NJ NM NV NY OH OK OR PA
PR RI SC SD TN TX UT VA VT WA WI WV WY


The COVID-19 Hospitalization Forecaster uses machine learning algorithms to predict the number of hospital beds that will be occupied by COVID-19 inpatients in each state/territory, up to 14 days into the future. To learn more about our methods or access the source code, visit our GitHub repository.
You can also try our API. From the command line, enter e.g.
curl covidforecast.net:5000/?state=AL

The forecasting algorithm was designed by Lara Du, Julian Rosen, and Kai Wei as a project for the Erdős Institute's Fall 2021 data science mini-course. Our project mentor was Ben Campbell. The forecast is intended for educational purposes only, we cannot guarantee its accuracy.

See how our forecasts fared over the past two weeks:
AK AL AR AZ CA CO CT DC DE FL GA HI IA
ID IL IN KS KY LA MA MD ME MI MN MO MS
MT NC ND NE NH NJ NM NV NY OH OK OR PA
PR RI SC SD TN TX UT VA VT WA WI WV WY