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Australia
Government Health sites COVID-19 infographic collection Additional data on age and gender
Other sites: COVID-19 data
International
Cases, deaths, severity, situation updates
John Hopkins University European CDC Institute for Health Metrics & Evaluations (IHME) World Health Organization Worldometers Wayback Machine (Online data archive for Worldometers) Our World in Data Africa
Many countries have their own centres for disease control or independent research sites which offer additional information about the epidemic in their country, including age and gender breakdowns, hospitalisations and ICU usage. Good examples include Germany, Italy, Hong Kong, Korea and the US.
Other useful data:
Testing Rates Estimated Transmission Rates Estimated Reporting rates Population mobility: City Mapper Population Mobility: Google