ArchiveorgSoftwareNovel Coronavirus (COVID-19) Cases, provided by JHU CSSE 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#/bda7594740fd40299423467b48e9ecf6Visual Dashboard (mobile):http://www.arcgis.com/apps/opsdashboard/index.html#/85320e2ea5424dfaaa75ae62e5c06e61Please cite our Lancet Article for any use of this data in a publication:An interactive web-based dashboard to track COVID-19 in real time[1]Provided by Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE):https://systems.jhu.edu/DONATE to the CSSE dashboard team: https://engineering.jhu.edu/novel-coronavirus-information/support-covid-19-dashboard-team/DATA SOURCES:This list includes a complete list of all sources ever used in the data set, since January 21, 2010. Some sources listed here (e.g., WHO, ECDC, US CDC, BNO News) are not currently relied upon as a source of data.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/pneumoniaUS CDC: https://www.cdc.gov/coronavirus/2019-ncov/index.htmlBNO 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.)Los Angeles Times: https://www.latimes.com/projects/california-coronavirus-cases-tracking-outbreak/The Mercury News: https://www.mercurynews.com/tag/coronavirus/US data sources at the state (Admin1) or county/city (Admin2) level: Washington State Department of Health: https://www.doh.wa.gov/emergencies/coronavirusMaryland 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/dataNew York City Health Department: https://www1.nyc.gov/site/doh/covid/covid-19-data.pageNYC Department of Health and Mental Hygiene: https://www1.nyc.gov/site/doh/covid/covid-19-data.page and https://github.com/nychealth/coronavirus-dataFlorida Department of Health Dashboard: https://services1.arcgis.com/CY1LXxl9zlJeBuRZ/arcgis/rest/services/FloridaCOVID19Cases/FeatureServer/0and https://fdoh.maps.arcgis.com/apps/opsdashboard/index.html#/8d0de33f260d444c852a615dc7837c86Colorado: https://covid19.colorado.gov/covid-19-dataVirginia: https://www.vdh.virginia.gov/coronavirus/Northern Mariana Islands CNMI Department of Public Health: https://cnmichcc.maps.arcgis.com/apps/opsdashboard/index.html#/4061b674fc964efe84f7774b7979d2b5Missouri Department of Health: https://www.arcgis.com/apps/MapSeries/index.html?appid=8e01a5d8d8bd4b4f85add006f9e14a9dMissouri: Nodaway County: https://www.nodawaypublichealth.org/St. Louis City Department of Health: https://www.stlouis-mo.gov/covid-19/data/#totalsByDateSt. Louis County: https://stlcorona.com/resources/covid-19-statistics1/Massachusetts: https://www.mass.gov/info-details/covid-19-response-reportingMichigan: https://www.michigan.gov/coronavirus/0,9753,7-406-98163_98173---,00.html Illinois Department of Public Health: https://dph.illinois.gov/covid19Indiana State Department of Health: https://hub.mph.in.gov/dataset?q=COVIDConnecticut 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/homeOregon Office of Emergency Management: https://experience.arcgis.com/experience/fff9f83827c5461583cd014fdf4587deTennessee Department of Health: https://www.tn.gov/health/cedep/ncov.htmlRhode 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.htmNorth Carolina City of Greenville GIS: https://www.arcgis.com/apps/opsdashboard/index.html#/7aeac695cafa4065ba1505b1cfa72747Iowa State Government: https://coronavirus.iowa.gov/Minnesota Department of Health: https://www.health.state.mn.us/diseases/coronavirus/situation.htmlAlabama Samford University's Department of Geography and Sociology: https://experience.arcgis.com/experience/e03f87e48a234feebbad27d0ee7ff824Mississippi State Department of Health: https://msdh.ms.gov/msdhsite/_static/14,0,420.htmlNebraska Department of Health and Human Services: https://experience.arcgis.com/experience/ece0db09da4d4ca68252c3967aa1e9ddSouth Carolina Department of Health and Environmental Control: https://scdhec.gov/infectious-diseases/viruses/coronavirus-disease-2019-covid-19/sc-testing-data-projections-covid-19Nevada Department of Health and Human Services: https://nvhealthresponse.nv.gov/New Jersey Department of Health: https://covid19.nj.gov/Delaware Emergency Management Agency: https://coronavirus.delaware.gov/Utah Department of Health: https://coronavirus-dashboard.utah.gov/#overviewArizona Emergency Support Function (ESF)/Recovery Support Function (RSF) Operations Dashboard: https://www.arcgis.com/apps/MapSeries/index.html?appid=62e6bfa682a34e6aae9d9255ac865467Departamento de Salud, Puerto Rico: https://bioseguridad.maps.arcgis.com/apps/opsdashboard/index.html#/d7308c1abb4747e584329adf1215125eArkansas Department of Health: https://experience.arcgis.com/experience/c2ef4a4fcbe5458fbf2e48a21e4fece9Maine Department of Health and Human Services: https://www.maine.gov/dhhs/mecdc/infectious-disease/epi/airborne/coronavirus/data.shtmlPennsylvania Department of Health: https://www.health.pa.gov/topics/disease/coronavirus/Pages/Cases.aspxCity of Philadelphia: https://www.phila.gov/programs/coronavirus-disease-2019-covid-19/Lancaster County: https://covid-19-lancastercountypa.hub.arcgis.com/Chester County: https://chesco.maps.arcgis.com/apps/opsdashboard/index.html#/975082d579454c3ca7877db0a44e61caLouisiana Department of Health: http://ldh.la.gov/coronavirus/Government of The District of Columbia: https://coronavirus.dc.gov/page/coronavirus-data North Dakota Department of Health: https://www.health.nd.gov/diseases-conditions/coronavirus/north-dakota-coronavirus-casesOklahoma State Department of Health: https://looker-dashboards.ok.gov/embed/dashboards/44Guam Department of Public Health and Social Services: http://dphss.guam.gov/covid-19/ New Mexico Department of Health: https://cvprovider.nmhealth.org/public-dashboard.htmlKentucky Department of Public Health: https://kygeonet.maps.arcgis.com/apps/opsdashboard/index.html#/543ac64bc40445918cf8bc34dc40e334Georgia Department of Public Health: https://dph.georgia.gov/covid-19-daily-status-reportState of Hawai'i Department of Health: https://health.hawaii.gov/coronavirusdisease2019/what-you-should-know/current-situation-in-hawaii/Reno County Health Department: http://reno.maps.arcgis.com/apps/opsdashboard/index.html#/dfaef27aede1414b89abf393b2ccb994Texas Department of State Health Services: https://dshs.texas.gov/coronavirus/Texas: City of San Antonio: https://covid19.sanantonio.gov/HomeTexas: Brazioria County: https://www.brazoriacountytx.gov/departments/health-department/brazoria-county-coronavirus-mapTexas: Brazos County Health District: http://www.brazoshealth.orgTexas: Cameron County Public Health: https://www.cameroncounty.us/publichealth/index.php/coronavirus/Texas: Collin County: https://www.collincountytx.gov/healthcare_services/Pages/news.aspxTexas: Dallas County: https://www.dallascounty.org/departments/dchhs/2019-novel-coronavirus.phpTexas: Denton County: https://gis-covid19-dentoncounty.hub.arcgis.com/pages/covid-19casesTexas: Ector County: http://www.co.ector.tx.us/page/ector.CoronavirusCOVID19Texas: City of El Paso: http://epstrong.org/results.phpTexas: Fayette County: https://www.co.fayette.tx.us/Texas: Fort Bend County Health & Human Services: https://www.fbchealth.org/ncov/Texas: Galveston County Health District: https://www.gchd.org/about-us/news-and-events/coronavirus-disease-2019-covid-19/galveston-county-confirmed-covid-19-casesTexas: Harris County: https://publichealth.harriscountytx.gov/Resources/2019-Novel-CoronavirusTexas: Hays County: https://hayscountytx.com/covid-19-information-for-hays-county-residents/Texas: Hidalgo County Health and Human Services: https://www.hidalgocounty.us/2630/Coronavirus-UpdatesTexas: Midland County: https://www.midlandtexas.gov/955/Coronavirus-COVID-19Texas: Montgomery County: https://coronavirus-response-moco.hub.arcgis.com/Texas: City of Corpus Christi: https://www.cctexas.com/coronavirusTexas: Amarillo Public Health Department: https://covid-data-amarillo.hub.arcgis.com/Texas: Tarrant County Public Health: https://www.tarrantcounty.com/en/public-health/disease-control---prevention/coronaviruas.htmlTexas: City of Mount Pleasant: https://www.mpcity.net/632/COVID-19-UPDATESTexas: City of San Angelo: https://www.cosatx.us/departments-services/health-services/coronavirus-covid-19#ad-image-0Texas: San Angelo Standard-Times: https://www.gosanangelo.com/Texas: Travis County: https://www.traviscountytx.gov/news/2020/1945-novel-coronavirus-covid-19-informationTexas: City of Laredo: https://www.cityoflaredo.com/coronavirus/Texas: Williamson County & Cities Health District: http://www.wcchd.org/COVID-19/dashboard.phpCalifornia Department of Publich Health: https://www.cdph.ca.gov/covid19California: Mariposa County: https://www.mariposacounty.org/1592/COVID-19-InformationCalifornia: Alameda County Public Health Department: https://covid-19.acgov.org/California: City of Fresno: https://www.fresno.gov/coronavirusCalifornia: Humboldt County: https://humboldtgov.org/California: Madera County: https://www.maderacounty.com/government/public-health/corona-virus-covid-19/covid-revisedCalifornia: Marin County Health & Human Services: https://coronavirus.marinhhs.org/California: Orange County Health Care Agency: https://occovid19.ochealthinfo.com/coronavirus-in-ocCalifornia: Placer County: https://www.placer.ca.gov/coronavirusCalifornia: Riverside County: https://www.rivcoph.org/coronavirusCalifornia: Sacramento County: https://www.saccounty.net/COVID-19/California: San Francisco Department of Public Helath: https://www.sfdph.org/dph/alerts/coronavirus.aspCalifornia: San Benito County Health & Human Services: https://hhsa.cosb.us/publichealth/communicable-disease/coronavirus/California: San Joaquin County Public Health Services: http://www.sjcphs.org/coronavirus.aspxCalifornia: San Mateo County: https://www.smchealth.org/coronavirusCalifornia: Santa Cruz County Health Services Agency: http://www.santacruzhealth.org/HSAHome/HSADivisions/PublicHealth/CommunicableDiseaseControl/CoronavirusHome.aspxCalifornia: Shasta County: https://www.co.shasta.ca.us/covid-19/overviewCalifornia: Solano County: https://www.co.shasta.ca.us/covid-19/overviewCalifornia: Sonoma County: https://socoemergency.org/emergency/novel-coronavirus/coronavirus-cases/California: Stanislaus County Health Services Agency: http://schsa.org/publichealth/pages/corona-virus/California: Ventura County: https://www.venturacountyrecovers.org/California: Yolo County: https://www.yolocounty.org/health-human-services/adults/communicable-disease-investigation-and-control/novel-coronavirus-2019/California: Los Angeles County: http://publichealth.lacounty.gov/media/coronavirus/California: San Diego County: https://www.sandiegocounty.gov/coronavirus.htmlCalifornia: Santa Clara County: https://www.sccgov.org/sites/covid19/California: Imperial County Public Health Department: http://www.icphd.org/health-information-and-resources/healthy-facts/covid-19/California: San Bernardino County: https://sbcovid19.com/Montana Department of Public Health and Human Services: https://dphhs.mt.gov/publichealth/cdepi/diseases/coronavirusmtSouth Dakota Department of Health: https://doh.sd.gov/news/coronavirus.aspxWyoming Department of Health: https://health.wyo.gov/publichealth/infectious-disease-epidemiology-unit/disease/novel-coronavirus/New Hampshire Department of Health and Human Services: https://www.nh.gov/covid19/dashboard/summary.htmIdaho Government: https://coronavirus.idaho.gov/Virgin Islands Department of Health: https://www.covid19usvi.com/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.shtmlChina CDC (CCDC): http://weekly.chinacdc.cn/news/TrackingtheEpidemic.htmHong Kong Department of Health: https://www.chp.gov.hk/en/features/102465.htmlMacau Government: https://www.ssm.gov.mo/portal/Taiwan CDC: https://sites.google.com/cdc.gov.tw/2019ncov/taiwan?authuser=0Government of Canada: https://www.canada.ca/en/public-health/services/diseases/coronavirus.htmlAustralia Government Department of Health: https://www.health.gov.au/news/coronavirus-update-at-a-glanceCOVID Live (Australia): https://www.covidlive.com.au/Ministry of Health Singapore (MOH): https://www.moh.gov.sg/covid-19Italy Ministry of Health: http://www.salute.gov.it/nuovocoronavirusDati COVID-19 Italia (Italy): https://github.com/pcm-dpc/COVID-19/tree/master/dati-regioniFrench Government: https://dashboard.covid19.data.gouv.fr/ and https://github.com/opencovid19-fr/data/blob/master/dist/chiffres-cles.jsonOpenCOVID19 France: https://github.com/opencovid19-frPalestine (West Bank and Gaza): https://corona.ps/detailsIsrael: 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.jsonBerliner 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.shtmlMinistry 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/Chile: https://www.gob.cl/coronavirus/cifrasoficiales/Brazil Ministry of Health: https://covid.saude.gov.br/Brazil: https://github.com/wcota/covid19br. Data described in DOI: 10.1590/SciELOPreprints.362[2]Gobierono De Mexico:https://covid19.sinave.gob.mx/Japan COVID-19 Coronavirus Tracker: https://covid19japan.com/#all-prefecturesMonitoreo 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.aspColombia National Institute of Health: http://www.ins.gov.co/Noticias/Paginas/Coronavirus.aspxRussia: https://xn--80aesfpebagmfblc0a.xn--p1ai/information/Ukraine: https://covid19.rnbo.gov.ua/Public Health Agency of Sweden: https://experience.arcgis.com/experience/09f821667ce64bf7be6f9f87457ed9aaIndia Ministry of Health and Family Welfare: https://www.mohfw.gov.in/Government of Pakistan: http://covid.gov.pk/stats/pakistanThe UK Government: https://coronavirus.data.gov.uk/#category=nations&map=rateScottish Government: https://www.gov.scot/publications/coronavirus-covid-19-trends-in-daily-data/Netherlands National Institute for Health and Environment: https://experience.arcgis.com/experience/ea064047519040469acb8da05c0f100dIceland Directorate of Health and Department of Civil Protection and Emergency Management: https://www.covid.is/dataLuxembourg Government Ministry of Health: https://msan.gouvernement.lu/en/graphiques-evolution.htmlEmbed our dashboard into your webpage:htmlAcknowledgements:We are grateful to the following organizations for supporting our Center’s COVID-19 mapping and modeling efforts:Financial Support: Johns Hopkins University, National Science Foundation (NSF), Bloomberg Philanthropies, Stavros Niarchos Foundation;Resource support: AWS, Slack, Github; Technical support: Johns Hopkins Applied Physics Lab (APL), Esri Living Atlas teamAdditional Information about the Visual Dashboard:https://systems.jhu.edu/research/public-health/ncov/Contact Us: Email: Diese E-Mail-Adresse ist vor Spambots geschützt! Zur Anzeige muss JavaScript eingeschaltet sein! of Use:This data set is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0) by the Johns Hopkins University on behalf of its Center for Systems Science in Engineering. Copyright Johns Hopkins University 2020. Attribute the data as the "COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University" or "JHU CSSE COVID-19 Data" for short, and the url: https://github.com/CSSEGISandData/COVID-19. For publications that use the data, please cite the following publication: "Dong E, Du H, Gardner L. An interactive web-based dashboard to track COVID-19 in real time. Lancet Inf Dis. 20(5):533-534. doi: 10.1016/S1473-3099(20)30120-1"To restore the repository download the bundle wget https://archive.org/download/github.com-CSSEGISandData-COVID-19_-_2020-09-15_17-30-59/CSSEGISandData-COVID-19_-_2020-09-15_17-30-59.bundle and run: git clone CSSEGISandData-COVID-19_-_2020-09-15_17-30-59.bundle Source: https://github.com/CSSEGISandData/COVID-19[3]Uploader: CSSEGISandData[4]Upload date: 2020-09-15 References^ An interactive web-based dashboard to track COVID-19 in real time (doi.org)^ DOI: 10.1590/SciELOPreprints.362 (doi.org)^ https://github.com/CSSEGISandData/COVID-19 (github.com)^ CSSEGISandData (github.com)

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