DOI: 10.57761/pyf5-4e40
title: Coronavirus COVID-19 Global Cases

description: JHU Coronavirus COVID-19 Global Cases, by country
description: #Documentation  
PHS is updating the Coronavirus Global Cases dataset weekly, Monday, Wednesday and Friday from [Cloud Marketplace](<https://console.cloud.google.com/marketplace/details/johnshopkins/covid19_jhu_global_cases>).



This data comes from the data repository for the 2019 Novel Coronavirus [Visual Dashboard](<https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6>) operated by the Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE). This database was created in response to the Coronavirus public health emergency to track reported cases in real-time. The data include the location and number of confirmed COVID-19 cases, deaths, and recoveries for all affected countries, aggregated at the appropriate province or state. It was developed to enable researchers, public health authorities and the general public to track the outbreak as it unfolds. Additional information is available in the [blog post](<https://systems.jhu.edu/research/public-health/ncov/>).



Visual Dashboard (desktop): [https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6](<https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6>)


description: #Section 2  
Included Data Sources are:

- World Health Organization (WHO): [https://www.who.int/](<https://www.who.int/>)
- DXY.cn. Pneumonia. 2020. [http://3g.dxy.cn/newh5/view/pneumonia](<http://3g.dxy.cn/newh5/view/pneumonia>).
- BNO News: [https://bnonews.com/index.php/2020/02/the-latest-coronavirus-cases/](<https://bnonews.com/index.php/2020/02/the-latest-coronavirus-cases/>)
- National Health Commission of the People’s Republic of China (NHC): [http://www.nhc.gov.cn/xcs/yqtb/list\_gzbd.shtml](<http://www.nhc.gov.cn/xcs/yqtb/list_gzbd.shtml>)
- China CDC (CCDC): [http://weekly.chinacdc.cn/news/TrackingtheEpidemic.htm](<http://weekly.chinacdc.cn/news/TrackingtheEpidemic.htm>)
- Hong Kong Department of Health: [https://www.chp.gov.hk/en/features/102465.html](<https://www.chp.gov.hk/en/features/102465.html>)
- Macau Government: [https://www.ssm.gov.mo/portal/](<https://www.ssm.gov.mo/portal/>)
- Taiwan CDC: [https://sites.google.com/cdc.gov.tw/2019ncov/taiwan?authuser=0](<https://sites.google.com/cdc.gov.tw/2019ncov/taiwan?authuser=0>)
- US CDC: [https://www.cdc.gov/coronavirus/2019-ncov/index.html](<https://www.cdc.gov/coronavirus/2019-ncov/index.html>)
- Government of Canada: [https://www.canada.ca/en/public-health/services/diseases/coronavirus.html](<https://www.canada.ca/en/public-health/services/diseases/coronavirus.html>)
- Australia Government Department of Health: [https://www.health.gov.au/news/coronavirus-update-at-a-glance](<https://www.health.gov.au/news/coronavirus-update-at-a-glance>)
- European Centre for Disease Prevention and Control (ECDC): [https://www.ecdc.europa.eu/en/geographical-distribution-2019-ncov-cases](<https://www.ecdc.europa.eu/en/geographical-distribution-2019-ncov-cases>)
- Ministry of Health Singapore (MOH): [https://www.moh.gov.sg/covid-19](<https://www.moh.gov.sg/covid-19>)
- Italy Ministry of Health: [http://www.salute.gov.it/nuovocoronavirus](<http://www.salute.gov.it/nuovocoronavirus>)
- 1Point3Arces: [https://coronavirus.1point3acres.com/en](<https://coronavirus.1point3acres.com/en>)
- WorldoMeters: [https://www.worldometers.info/coronavirus/](<https://www.worldometers.info/coronavirus/>)

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description: #Section 3  
**Terms of Use: **

This [GitHub repo](<https://github.com/CSSEGISandData/COVID-19>) and its contents herein, including all data, mapping, and analysis, copyright 2020 Johns Hopkins University, all rights reserved, is provided to the public strictly for educational and academic research purposes. The Website relies upon publicly available data from multiple sources, that do not always agree. The Johns Hopkins University hereby disclaims any and all representations and warranties with respect to the Website, including accuracy, fitness for use, and merchantability. Reliance on the Website for medical guidance or use of the Website in commerce is strictly prohibited.


description: #Section 4  
**U.S. county-level characteristics relevant to COVID-19 **

[Chin, Kahn, Krieger, Buckee, Balsari and Kiang (forthcoming) ](<https://www.medrxiv.org/content/10.1101/2020.04.08.20058248v1>)show that counties differ significantly in biological, demographic and socioeconomic factors that are associated with COVID-19 vulnerability. A range of publicly available county-specific data identifying these key factors, guided by international experiences and consideration of epidemiological parameters of importance, have been combined by the authors and are available for use:



[https://github.com/mkiang/county\_preparedness/](<https://github.com/mkiang/county_preparedness/>)