Warning: This dashboard contains the results of a predictive model that was not built by an epidemiologist.

Note: Click a country name to open a search results page for that country’s COVID-19 news.

Based on data up to: 2021-12-03

/opt/hostedtoolcache/Python/3.8.12/x64/lib/python3.8/site-packages/jupyter_client/session.py:716: UserWarning:

Message serialization failed with:
Out of range float values are not JSON compliant
Supporting this message is deprecated in jupyter-client 7, please make sure your message is JSON-compliant

World map (interactive)

Hover mouse over map for detailed information.

Tip: Select columns to show on map to from the dropdown menus. The map is zoomable and draggable.