List of COVID-19 Resources for Machine Learning and Data Science Research

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Here is a list of COVID-19 tools and public datasets which could be really helpful in understanding the disease (COVID-19) and performing data driven research.

1. California COVID-19 Hospital Data and Case Statistics

Resource link: https://data.chhs.ca.gov/dataset/california-covid-19-hospital-data-and-case-statistics

2. US COVID-19 Daily Cases with Basemap (Harvard)

Resource link: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/HIDLTK

3. COVID-19 Public Datasets (Google)

Resource link: https://console.cloud.google.com/marketplace/browse?filter=solution-type:dataset&filter=category:covid19

4. Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

Resource link: https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_daily_reports

5. COVID-19 Open Research Dataset (CORD-19)

Resource link: https://pages.semanticscholar.org/coronavirus-research

6. LitCovid (NCBI)

Resource link: https://www.ncbi.nlm.nih.gov/research/coronavirus/#data-download

7. Data on the geographic distribution of COVID-19 cases worldwide (European Centre for Disease Prevention and Control)

Resource link: https://www.ecdc.europa.eu/en/publications-data/download-todays-data-geographic-distribution-covid-19-cases-worldwide

8. COVID-19 Italy – Situation monitoring

Resource link: https://github.com/pcm-dpc/COVID-19

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9. Coronavirus COVID-19 Cases Data for China and the Rest of the World

Resource link: https://data.humdata.org/dataset/coronavirus-covid-19-cases-data-for-china-and-the-rest-of-the-world

10. ACAPS COVID-19: Government Measures Dataset

Resource link: https://data.humdata.org/dataset/acaps-covid19-government-measures-dataset

11. World Bank Indicators of Interest to the COVID-19 Outbreak

Resource link: https://data.humdata.org/dataset/world-bank-indicators-of-interest-to-the-covid-19-outbreak

12. World Bank Indicators of Interest to the COVID-19 Outbreak

Resource link: https://data.humdata.org/dataset/world-bank-indicators-of-interest-to-the-covid-19-outbreak

13. SARS-CoV-2 (Severe acute respiratory syndrome coronavirus 2) Sequences

Resource link: https://www.ncbi.nlm.nih.gov/genbank/sars-cov-2-seqs/

14. Genomic epidemiology of novel coronavirus – Global subsampling (Nextstrain)

Resource link: https://nextstrain.org/ncov/global

15. The COVID Tracking Project collects and publishes the most complete testing data available for US states and territories.

Resource link: https://covidtracking.com/data

16. Coronavirus in the U.S.: Latest Map and Case Count (NYTimes)

Resource link: https://github.com/nytimes/covid-19-data

17. Collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2)

Resource link: https://github.com/echen102/COVID-19-TweetIDs

18. Social Distancing Scoreboard (Unacast)

Resource link: https://www.unacast.com/covid19/social-distancing-scoreboard

19. Postman COVID-19 API Resource Center

Resource link: https://covid-19-apis.postman.com/

20. New York City COVID-19 Dataset

Resource link: https://www1.nyc.gov/site/doh/covid/covid-19-data.page

21. Definitive Healthcare Public COVID-19 Data Repository

Resource link: https://github.com/rsowers-dhc/covid19

22. A Public data lake for analysis of COVID-19 data

Resource link: https://aws.amazon.com/blogs/big-data/a-public-data-lake-for-analysis-of-covid-19-data/

23. COVID-19 Open Research Dataset (CORD-19)

Resource link: https://data.world/kgarrett/covid-19-open-research-dataset

24. Dati COVID-19 Italia

Resource link: https://data.world/gbvitrano/test-covid-19

25. Download CAS COVID-19 Antiviral Candidate Compounds Dataset

Resource link: https://www.cas.org/covid-19-antiviral-compounds-dataset

26. COVID-19 in Belgium

Resource link: https://data.world/liz-friedman/covid-19-in-belgium

27. COVID-19 in France

Resource link: https://data.world/liz-friedman/covid-19-in-france

28. COVID-19 in Germany

Resource link: https://data.world/liz-friedman/covid-19-in-germany

29. COVID-19 in Spain

Resource: https://data.world/liz-friedman/covid-19-in-spain

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Sources/References:

Ncbi.nlm.nih.gov

Data.world

MIT COVID-19 Challenge

HealthDSA: Health Data Science & Analytics Community (www.HealthDSA.org)

Aws.amazon.com

Humdata.org

and many resources from internet


Note: This is a listing post, and the links are collected from internet. If you have any issues with any of the articles posted at www.marktechpost.com please contact at asif@marktechpost.com  

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