COVID-19 Forecast Hub

Published on Thursday 1st July 2021

The COVID-19 Forecast Hub serves as a central repository of forecasts and predictions from over 50 international research groups.This Hub was founded in March 2020 by the Reich Lab of the University of Massachusetts Amherst and has been supported since then by a small but dedicated group of faculty, post-docs, and students from UMass-Amherst, Iowa State, Carnegie Mellon, and international research groups.


All teams building COVID-19 forecasting models are welcome to join the COVID-19 Forecast Hub.


Over 100m rows of forecast data are stored in a standard format in our data repository. This structured data and the accompanying interactive visualization make it easy to compare the models side-by-side. Having all the model output in one place helps decision-makers and the general public understand the range of possible future outcomes more clearly.

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