COVID-19

Data analysis and visualizations of daily COVID-19 world trends

This is the data repository for COVID-19 United States Cases by County Dashboard created by Johns Hopkins University Centers for Civic Impact COVID-19 data analysis and visualizations. Automation is supported by Esri Living Atlas team, JHU APL, and JHU Sheridan Libraries.

• Visual Dashboard (desktop): https://coronavirus.jhu.edu/us-map
• Visual Dashboard (mobile):

DATA SOURCES: This list includes a complete list of all sources ever used in the data set.

• US county level confirmed and deaths cases : https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_time_series
• New York Boroughs confirmed and deaths cases: https://github.com/nychealth/coronavirus-data/blob/master/by-boro.csv
• Age group population and Race: https://data.census.gov/cedsci/advanced
• Healthcare Hospital Beds By County and Demographics:https://coronavirus-resources.esri.com/datasets/1044bb19da8d4dbfb6a96eb1b4ebf629_0?geometry=110.390%2C-16.820%2C-135.352%2C72.123
• Population,poverty and employment:https://data.census.gov/cedsci/
• State Recovery data: https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_daily_reports
• Red Cross healthy data: https://esribizteam.maps.arcgis.com/home/item.html?id=97792521be744711a291d10ecef33a61
• County boundaries:https://coronavirus-resources.esri.com/
• State Testing data:https://covidtracking.com/data/api

Note:

• Confirmed cases include presumptive positive cases.
• Recovered cases are estimates based on local media reports, and may be substantially lower than the true number.
• Active cases = total confirmed - total recovered - total deaths.
• Tribal Nations tab highlights the location of native lands.
• The names of locations included on the Website correspond with the official designations used by the U.S. Department of State.
• All cases of COVID-19 in repatriated US citizens from the Diamond Princess are grouped together. These individuals have been assigned to various quarantine locations (in military bases and hospitals) around the US. This grouping is consistent with the CDC.

Terms and Conditions of Website Use: This website and its contents herein, including all data, mapping, and analysis (“Website”), copyright 2020 Johns Hopkins University, all rights reserved, is provided to the public strictly for public health, educational, and academic research purposes. Redistribution of the Website or the aggregated data set underlying the Website is strictly prohibited. You are welcome to link to the Website, however. 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, and non-infringement. Reliance on the Website for medical guidance or use of the Website in commerce is strictly prohibited. Any use of the Johns Hopkins’ names, logos, trademarks, and trade dress for promotional or commercial purposes is strictly prohibited.