About the Data

It Changes Rapidly

This data changes quickly, so what’s shown may be out of date. Virus information may not always represent an accurate sum. Information about reported cases is also available on the World Health Organization site.

It Does Not Include All Cases

Confirmed cases are NOT all cases. They only include people who tested positive. Testing rules and availability vary from country to country.

Active Cases = Confirmed Cases - Recovered Cases - Death Cases

Susceptible Population = Total Population - Confirmed Cases

Data Sources

JHU CSSE, WHO, US CDC, NHC, CCDC, HK CHP, ECDC, DXY, BNO, 1Point3Acres, Worldometer.info, and many other state/national government health deparments and local media reports.

The World Bank and WHO (Global Health Observatory) for hospital bed and population estimations

Disclaimer

The estimated hospital beds dataset represents a THEORETICAL hospital capacity. Medical availability is limited based on a multiple of factors not shown in this visualizer. Such examples include but are not limited to respirators, medical staffing, and PPE. Please take steps to protect yourself and others during the COVID-19 outbreak by avoiding exposure to the virus and following local policies and procedures.

This website and its contents herein, including all data, mapping, and analysis, copyright 2020 Brian Chung, all rights reserved, is provided to the public strictly for general information, public health, educational, and academic research purposes only. All the information was collected from multiple publicly available data sources that do not always agree. While we will try our best to keep the information up to date and correct, we make no representations or warranties of any kind, express or implied, about the completeness, accuracy, reliability, with respect to the website or the information. We do not bear any legal responsibility for any consequence caused by the use of information provided. Reliance on the website for medical guidance or use of the website in commerce is strictly prohibited. Brian Chung hereby disclaims any and all representations and warranties with respect to the website, including accuracy, fitness for use, and merchantability. Screen shots of the website are permissible so long as you provide appropriate credit.