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

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  

Asif Razzaq is an AI Journalist and Cofounder of Marktechpost, LLC. He is a visionary, entrepreneur and engineer who aspires to use the power of Artificial Intelligence for good.

Asif's latest venture is the development of an Artificial Intelligence Media Platform (Marktechpost) that will revolutionize how people can find relevant news related to Artificial Intelligence, Data Science and Machine Learning.

Asif was featured by Onalytica in it’s ‘Who’s Who in AI? (Influential Voices & Brands)’ as one of the 'Influential Journalists in AI' (https://onalytica.com/wp-content/uploads/2021/09/Whos-Who-In-AI.pdf). His interview was also featured by Onalytica (https://onalytica.com/blog/posts/interview-with-asif-razzaq/).