The Center for Systems Science and Engineering (CSSE) at Johns Hopkins University are tracking the COVID-19 spread in real-time on their interactive dashboard with data available for download. They are also modeling the spread of the virus.
https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
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