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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COVID-19
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这是什么?这是约翰斯·霍普金斯大学系统科学与工程中心(CSSE)维护的 COVID-19 数据仓库——他们那个广为人知的疫情可视化仪表盘背后的病例数据就来自这里。
这是一个可以运行的程序,还是只是一份数据集?只是一份数据集——里面存放的是汇总好的 COVID-19 确诊和死亡数据,没有需要安装或运行的应用程序代码。用于展示这些数据的仪表盘是另一个独立的项目。
我该怎么获取这些数据?直接从 GitHub 克隆或下载仓库即可。不需要任何构建步骤,直接使用里面的数据文件就行。
这些数据还在更新吗?不更新了——约翰斯·霍普金斯大学已于 2023 年 3 月 10 日停止收集和发布全球 COVID-19 数据,仓库也已归档。README 中指引大家到 WHO 查看全球数据,到 CDC 查看美国数据。
都有谁在使用这些数据?所有关注疫情动态的人——研究人员、记者和公众——通过公开的 JHU 仪表盘和这些数据文件来使用它;利用这些数据发表的作品,项目团队希望作者引用他们发表在《柳叶刀》上的论文。
我可以不下载文件,直接在浏览器里看这些数字吗?可以——本仓库所支撑的 JHU 可视化仪表盘可以直接在浏览器中运行,桌面版和移动版都有。
我能在自己的项目或论文中复用这些数据吗?可以——数据集采用 CC BY 4.0 许可,只要注明出处,就可以自由使用和再分发。
病例数据来自哪里?它汇总了众多来源:WHO、ECDC、DXY.cn、QQ News、美国 CDC、BNO News、WorldoMeters 等,还包括美国各州和县的卫生部门以及世界各国的卫生部门。README 列出了自 2020 年 1 月 21 日以来使用过的每一个数据来源。
如果我在研究中使用这些数据,需要引用什么吗?需要——项目团队要求任何使用这些数据的出版物都引用他们发表在《柳叶刀》上的论文《An interactive web-based dashboard to track COVID-19 in real time》。
我能把这个仪表盘嵌入到自己的网站上吗?可以——README 中提供了将 JHU 仪表盘嵌入你自己网页的操作说明。
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
Creator
CSSEGISandData
Size
8.3 GB
Stars
28.9K
Updated
CommitMar 10
Age
6y
Commits · 90 Days