COVID-19 README

The project's README from github.com/CSSEGISandData/COVID-19. As one markdown file: README.md.

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

On March 10, 2023, the Johns Hopkins Coronavirus Resource Center ceased its collecting and reporting of global COVID-19 data. For updated cases, deaths, and vaccine data please visit the following sources:

For more information, visit the Johns Hopkins Coronavirus Resource Center.

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

Please 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

The Johns Hopkins University Center for Systems Science and Engineering COVID-19 Dashboard: data collection process, challenges faced, and lessons learned

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/covid-19/support-the-csse-covid-19-dashboard-team/

DATA SOURCES: This list includes a complete list of all sources ever used in the data set, since January 21, 2020. Some sources listed here (e.g. ECDC, US CDC, BNO News) are not currently relied upon as a source of data.

Embed our dashboard into your webpage:

<style>.embed-container {position: relative; padding-bottom: 80%; height: 0; max-width: 100%;} .embed-container iframe, .embed-container object, .embed-container iframe{position: absolute; top: 0; left: 0; width: 100%; height: 100%;} small{position: absolute; z-index: 40; bottom: 0; margin-bottom: -15px;}</style><div class="embed-container"><iframe width="500" height="400" frameborder="0" scrolling="no" marginheight="0" marginwidth="0" title="COVID-19" src="https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6"></iframe></div>

Acknowledgements: 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 team

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

Contact Us:

Terms of Use:

  1. 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.

  2. 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.

  3. 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"

COVID-19 (CSSEGISandData/COVID-19)

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28.9K ·GitHub
COVID-19
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What is this?The COVID-19 data repository by Johns Hopkins University's Center for Systems Science and Engineering (CSSE) — the case data behind their widely used pandemic Visual Dashboard.
Is this a program I can run, or just a dataset?Just a dataset — it holds compiled counts of COVID-19 cases and deaths; there is no application code to install or run. The dashboard that visualizes it lives separately.
How do I actually get the data?Clone or download the repository straight from GitHub. There is nothing to build — you just work with the data files directly.
Is the data still being updated?No — Johns Hopkins stopped collecting and reporting global COVID-19 data on March 10, 2023, and the repository is archived. The README points to WHO for global figures and the CDC for US ones.
Who was actually using this data?Anyone tracking the pandemic — researchers, journalists and the public — via the public JHU dashboard and these files; publications using the data are asked to cite the team's Lancet article.
Can I follow the numbers in a browser instead of downloading files?Yes — the JHU Visual Dashboard this repository feeds runs in the browser, with separate desktop and mobile versions.
Can I reuse the data in my own project or paper?Yes — the data set is licensed CC BY 4.0, so reuse and redistribution are free as long as you give attribution.
Where does the case data come from?It aggregates many sources: WHO, ECDC, DXY.cn, QQ News, US CDC, BNO News, WorldoMeters and others, plus state and county health departments across the US and national health ministries worldwide. The README lists every source ever used since January 21, 2020.
Do I need to cite anything if I use the data in research?Yes — the team asks that any publication using the data cite their Lancet article, 'An interactive web-based dashboard to track COVID-19 in real time'.
Can I embed the dashboard on my own site?Yes — the README includes instructions for embedding the JHU dashboard into your own webpage.
What are similar projects?prediction-market-analysis, fg-data-profiling, seaborn, awesome-quant, awesome-public-datasets, google-research, statsmodels, akshare
Which topics is it in?health, engineering, datasets, science, time-series, csv, big-data, statistics, data-analysis, charts, dataset, visualization
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CSSEGISandData
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CommitMar 10
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