When Is The End? #COVID-19

We use our predictive models to understand the spread of viral developments. To learn how we use marketing models to predict the direction of the pandemic see our blog.

Due to the dynamic nature of the developments, we update the model and forecasts for peak/not peaked countries/states each day at 1:00 AM (GMT), please check back for the updated results.

LAST UPDATED ON: 19 March 2024.

DATA SOURCE: Novel Coronavirus COVID-19 Data Repository by Johns Hopkins CSSE downloadable at github.com/CSSEGISandData/COVID-19.

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