Global summary

Global summary

Estimates presented here are no longer updated as of 31 March 2022. For more information on the rationale behind this move and some reflections on 2 years of global nowcasting and forecasting, please read our related blog post. See these instructions for reconstructing the full historical time series of reproduction number and other estimates and forecasts.

Using data available up to the: 2022-03-30

Estimates (based on reported cases and deaths) are available for download here.

See our see Methods or our paper for an explanation of how these estimates are derived.