Lead by JHU CSSE. Technical Support: Esri Living Atlas team and JHU APL. Financial Support: JHU, NSF, Bloomberg Philanthropies and Stavros Niarchos Foundation. Resource support: Slack, Github and AWS. Click here to donate to the CSSE dashboard team, and other JHU COVID-19 Research Efforts. FAQ. Read more in this blog. Contact US.
Cases and Death counts include confirmed and probable (where reported).
Recovered cases are estimates based on local media reports, and state and local reporting when available, and therefore may be substantially lower than the true number. US state-level recovered cases are from COVID Tracking Project.
Active cases = total cases - total recovered - total deaths.
Incidence Rate = cases per 100,000 persons.
Case-Fatality Ratio (%) = Number recorded deaths / Number cases.
US Testing Rate: = total test results per 100,000 persons. The "total test results" are equal to "Total test results (Positive + Negative)" from COVID Tracking Project.
US Hospitalization Rate (%): = Total number hospitalized / Number cases. The "Total number hospitalized" is the "Hospitalized – Cumulative" count from COVID Tracking Project.
The "hospitalization rate" and "Total number hospitalized" are only presented for those states which provide cumulative hospital data.
Point level: County level (Admin0) - US; Province/State level (Admin1) - China, Canada, Australia, Germany, Italy, Spain, Mexico, Brazil, Chile; Country level (Admin2) - other countries. All points (except for Australia and Italy) shown on the map are based on geographic centroids, and are not representative of a specific address, building or any location at a spatial scale finer than a province/state. Australian and Italian dots are located at the centroid of the largest city in each state.
Time Zones: lower-left corner indicator - your local time; lower-right corner plot - UTC.
Note: All cases of COVID-19 in repatriated US citizens from the Diamond Princess are grouped together. These individuals have been assigned to various quarantine locations (in military bases and hospitals) around the US. This grouping is consistent with the CDC.
*The names of locations included on the Website correspond with the official designations used by the U.S. Department of State. The presentation of material therein does not imply the expression of any opinion whatsoever on the part of JHU concerning the legal status of any country, area or territory or of its authorities. The depiction and use of boundaries, geographic names and related data shown on maps and included in lists, tables, documents, and databases on this website are not warranted to be error free nor do they necessarily imply official endorsement or acceptance by JHU.
Data source courtesy of the COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University
Dashboard courtesy of Dong E, Du H, Gardner L. An interactive web-based dashboard to track COVID-19 in real time. Lancet Inf Dis. 20(5):533-534. doi: 10.1016/S1473-3099(20)30120-1
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