README.md

COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University

This is the data repository for the 2019 Novel Coronavirus Visual Dashboard operated by the Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE). Also, Supported by ESRI Living Atlas Team and the Johns Hopkins University Applied Physics Lab (JHU APL).

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

Visual Dashboard (mobile):
http://www.arcgis.com/apps/opsdashboard/index.html#/85320e2ea5424dfaaa75ae62e5c06e61

Lancet Article:
An interactive web-based dashboard to track COVID-19 in real time

Provided by Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE):
https://systems.jhu.edu/

Data Sources:

• Aggregated data sources:

  • World Health Organization (WHO): https://www.who.int/
  • European Centre for Disease Prevention and Control (ECDC): https://www.ecdc.europa.eu/en/geographical-distribution-2019-ncov-cases
  • DXY.cn. Pneumonia. 2020. http://3g.dxy.cn/newh5/view/pneumonia
  • US CDC: https://www.cdc.gov/coronavirus/2019-ncov/index.html
  • BNO News: https://bnonews.com/index.php/2020/02/the-latest-coronavirus-cases/
  • WorldoMeters: https://www.worldometers.info/coronavirus/
  • 1Point3Arces: https://coronavirus.1point3acres.com/en
  • COVID Tracking Project: https://covidtracking.com/data. (US Testing and Hospitalization Data. We use the maximum reported value from "Currently" and "Cumulative" Hospitalized for our hospitalization number reported for each state.)

• US data sources at the state (Admin1) or county/city (Admin2) level:

  • Washington State Department of Health: https://www.doh.wa.gov/emergencies/coronavirus
  • Maryland Department of Health: https://coronavirus.maryland.gov/
  • New York State Department of Health: https://health.data.ny.gov/Health/New-York-State-Statewide-COVID-19-Testing/xdss-u53e/data
  • NYC Department of Health and Mental Hygiene: https://www1.nyc.gov/site/doh/covid/covid-19-data.page and https://github.com/nychealth/coronavirus-data
  • Florida Department of Health Dashboard: https://services1.arcgis.com/CY1LXxl9zlJeBuRZ/arcgis/rest/services/Florida_COVID19_Cases/FeatureServer/0 and https://fdoh.maps.arcgis.com/apps/opsdashboard/index.html#/8d0de33f260d444c852a615dc7837c86
  • Colorado: https://covid19.colorado.gov/covid-19-data
  • Virginia: https://www.vdh.virginia.gov/coronavirus/
  • Northern Mariana Islands CNMI Department of Public Health: https://cnmichcc.maps.arcgis.com/apps/opsdashboard/index.html#/4061b674fc964efe84f7774b7979d2b5
  • Missouri Department of Health: https://www.arcgis.com/apps/MapSeries/index.html?appid=8e01a5d8d8bd4b4f85add006f9e14a9d
  • St. Louis City Department of Health: https://www.stlouis-mo.gov/covid-19/data/#totalsByDate
  • St. Louis County: https://stlcorona.com/resources/covid-19-statistics1/
  • Massachusetts: https://www.mass.gov/info-details/covid-19-response-reporting
  • Michigan: https://www.michigan.gov/coronavirus/0,9753,7-406-98163_98173---,00.html
  • Illinois Department of Public Health: https://dph.illinois.gov/covid19
  • Indiana State Department of Health: https://hub.mph.in.gov/dataset?q=COVID
  • Connecticut Department of Public Health: https://data.ct.gov/stories/s/COVID-19-data/wa3g-tfvc/
  • Ohio Department of Health: https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home
  • Oregon Health Authority: https://experience.arcgis.com/experience/fff9f83827c5461583cd014fdf4587de
  • Tennessee Department of Health: https://www.tn.gov/health/cedep/ncov.html
  • Rhode Island Department of Health: https://ri-department-of-health-covid-19-data-rihealth.hub.arcgis.com/
  • Wisconsin Department of Health Services: https://www.dhs.wisconsin.gov/covid-19/data.htm
  • North Carolina City of Greenville GIS: https://www.arcgis.com/apps/opsdashboard/index.html#/7aeac695cafa4065ba1505b1cfa72747
  • Iowa State Government: https://coronavirus.iowa.gov/
  • Minnesota Department of Health: https://www.health.state.mn.us/diseases/coronavirus/situation.html
  • Alabama Samford University's Department of Geography and Sociology: https://experience.arcgis.com/experience/e03f87e48a234feebbad27d0ee7ff824
  • Mississippi State Department of Health: https://msdh.ms.gov/msdhsite/_static/14,0,420.html
  • Nebraska Department of Health and Human Services: https://nebraska.maps.arcgis.com/apps/opsdashboard/index.html#/4213f719a45647bc873ffb58783ffef3
  • South Carolina Department of Health and Environmental Control: https://scdhec.gov/infectious-diseases/viruses/coronavirus-disease-2019-covid-19/sc-testing-data-projections-covid-19
  • Nevada Department of Health and Human Services: https://nvhealthresponse.nv.gov/
  • New Jersey Department of Health: https://covid19.nj.gov/

• Non-US data sources at the country/region (Admin0) or state/province (Admin1) level:

  • National Health Commission of the People’s Republic of China (NHC): http://www.nhc.gov.cn/xcs/yqtb/list_gzbd.shtml
  • China CDC (CCDC): http://weekly.chinacdc.cn/news/TrackingtheEpidemic.htm
  • Hong Kong Department of Health: https://www.chp.gov.hk/en/features/102465.html
  • Macau Government: https://www.ssm.gov.mo/portal/
  • Taiwan CDC: https://sites.google.com/cdc.gov.tw/2019ncov/taiwan?authuser=0
  • Government of Canada: 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
  • COVID Live (Australia): https://www.covidlive.com.au/
  • Ministry of Health Singapore (MOH): https://www.moh.gov.sg/covid-19
  • Italy Ministry of Health: http://www.salute.gov.it/nuovocoronavirus
  • Dati COVID-19 Italia (Italy): https://github.com/pcm-dpc/COVID-19/tree/master/dati-regioni
  • French Government: https://dashboard.covid19.data.gouv.fr/ and https://github.com/opencovid19-fr/data/blob/master/dist/chiffres-cles.json
  • OpenCOVID19 France: https://github.com/opencovid19-fr
  • Palestine (West Bank and Gaza): https://corona.ps/details
  • Israel: https://govextra.gov.il/ministry-of-health/corona/corona-virus/
  • Ministry of Health, Republic of Kosovo: https://kosova.health/ and https://covidks.s3.amazonaws.com/data.json
  • Berliner Morgenpost (Germany): https://interaktiv.morgenpost.de/corona-virus-karte-infektionen-deutschland-weltweit/
  • rtve (Spain): https://www.rtve.es/noticias/20200514/mapa-del-coronavirus-espana/2004681.shtml
  • Ministry of Health, Republic of Serbia: https://covid19.rs/homepage-english/
  • Chile: https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-covid-19/
  • Brazil Ministry of Health: https://covid.saude.gov.br/
  • Brazil: https://github.com/wcota/covid19br. Data described in DOI: 10.1590/SciELOPreprints.362
  • Gobierono De Mexico:https://covid19.sinave.gob.mx/
  • Japan COVID-19 Coronavirus Tracker: https://covid19japan.com/#all-prefectures
  • Monitoreo del COVID-19 en Perú - Policía Nacional del Perú (PNP) - Dirección de Inteligencia (DIRIN): https://www.arcgis.com/apps/opsdashboard/index.html#/f90a7a87af2548699d6e7bb72f5547c2 and Ministerio de Salud del Perú: https://covid19.minsa.gob.pe/sala_situacional.asp
  • Colombia: https://antioquia2020-23.maps.arcgis.com/apps/opsdashboard/index.html#/a9194733a8334e27b0eebd7c8f67bd84 and Instituto Nacional de Salud
  • Russia: https://xn--80aesfpebagmfblc0a.xn--p1ai/information/
  • Ukraine: https://covid19.rnbo.gov.ua/
  • Public Health Agency of Sweden: https://experience.arcgis.com/experience/09f821667ce64bf7be6f9f87457ed9aa
  • India Ministry of Health and Family Welfare: https://www.mohfw.gov.in/
  • Government of Pakistan: http://covid.gov.pk/stats/pakistan
  • The UK Government: https://coronavirus.data.gov.uk/#category=nations&map=rate
  • Scottish Government: https://www.gov.scot/publications/coronavirus-covid-19-trends-in-daily-data/

Additional Information about the Visual Dashboard:
https://systems.jhu.edu/research/public-health/ncov/

Contact Us:

• Email: [email protected]
  
  

Terms of Use:

1. This website and its contents herein, including all data, mapping, and analysis (“Website”), copyright 2020 Johns Hopkins University, all rights reserved, is provided solely for non-profit public health, educational, and academic research purposes. You should not rely on this Website for medical advice or guidance.
2. Use of the Website by commercial parties and/or in commerce is strictly prohibited.
3. Redistribution of the Website or the aggregated data set underlying the Website is strictly prohibited.
4. When linking to the website, attribute the Website as the COVID-19 Dashboard by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University, or the COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University.
5. 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, reliability, completeness, and non-infringement of third party rights.
6. Any use of the Johns Hopkins’ names, logos, trademarks, and/or trade dress in a factually inaccurate manner or for marketing, promotional or commercial purposes is strictly prohibited.
7. These terms and conditions are subject to change. Your use of the Website constitutes your acceptance of these terms and conditions and any future modifications thereof.