COVID-19 Dashboards

These dashboards are updated several times a day¹. Please get in touch if you would like to contribute!

The update schedule is specified here. The data presented in this project carry inherent uncertainties. Use of these data for public health or policy making should only be done after an exploration of the methods and assumptions presented. ↩

Ontario COVID-19 data visualizations of confirmed cases

Maps and graphs of confirmed COVID-19 cases in Ontario, Canada

by Sophiah Ho
COVID-19 Status in Morocco

COVID-19 overview in Morocco

by Otman404
Where is the curve flattening?

Inflection-sensitive chart for detecting successful interventions, from the article "How To Tell If We're Beating COVID-19".

by Daniel Cox, Martin Boehler
Projections of ICU need by Country

Modeling current and future ICU demand.

by artdgn
COVID-19 Growth By State (US)

Growth and death rates of COVID-19 for the US by State.

by Avy Faingezicht, Rob Zinkov, Pratap Vardhan & Hamel Husain
Total Outstanding Cases

The Total Number of Outstanding Cases and Predicted Recoveries by Geographic Area.

by Adrian Turcato
COVID-19 Overview

Tracking coronavirus total cases, deaths and new cases by country. Additionally, a detailed view is provided for the US(by state), Europe

by Pratap Vardhan
Estimating The Infected Population From Deaths

Estimating the number of infected people by country based on the number of deaths and case fatality rate.

by Joao B. Duarte
COVID-19 Deaths, Cases & Recovery Per Capita

Compare deaths and total cases adjusting for population size.

by Joao B. Duarte. Hamel Husain & Arun Gupta
How many cases of COVID-19 does each U.S. state really have?

Reported U.S. case counts are based on the number of administered tests. Since not everyone is tested, this number is biased. We use Bayesian techniques to estimate the true number of cases.

by Joseph Richards
Compare Death Rate Trajectories

Comparing different countries' death rate trajectories with those of Italy, South Korea, Japan and Lombardy, as well as US states.

by Pratap Vardhan, Vlad Stan
Interactive Map - Confirmed Cases in the US by State

Interactive Visualizations of The Count and Growth of COVID-19 in the US.

by Asif Imran
Changes In The Daily Growth Rate

Changes in the daily growth rate for select countries.

by Thomas Wiecki

These dashboards are updated several times a day1. Please get in touch if you would like to contribute!

These dashboards are updated several times a day¹. Please get in touch if you would like to contribute!