Dataset of COVID-19 outbreak and potential predictive features in the USA

Simple item page
dc.contributor.authorHaratian, Arezoo
dc.contributor.authorFazelinia, Hadi
dc.contributor.authorMaleki, Zeinab
dc.contributor.authorRamazi, Pouria
dc.contributor.authorWang, Hao
dc.contributor.authorLewis, Mark A.
dc.contributor.authorGreiner, Russell
dc.contributor.authorWishart, David
dc.date.accessioned2025-04-15T19:22:06Z
dc.date.available2025-04-15T19:22:06Z
dc.date.issued2021
dc.description.abstractThis dataset provides information related to the outbreak of COVID-19 disease in the United States, including data from each of 3142 US counties from the beginning of the outbreak (January 2020) until June 2021. This data is collected from many public online databases and includes the daily number of COVID-19 confirmed cases and deaths, as well as 46 features that may be relevant to the pandemic dynamics: demographic, geographic, climatic, traffic, public-health, social-distancing-policy adherence, and political characteristics of each county. We anticipate many researchers will use this dataset to train models that can predict the spread of COVID-19 and to identify the key driving factors.
dc.description.reviewstatusReviewed
dc.description.scholarlevelFaculty
dc.description.sponsorshipThis work was funded by Alberta Innovates, project number: RES0052027, and Pfizer. The work of the first three authors was also supported in part by Isfahan University of Technology grant number 4300/1011.
dc.identifier.citationHaratian, A., Fazelinia, H., Maleki, Z., Ramazi, P., Wang, H., Lewis, M. A., Greiner, R., & Wishart, D. (2021). Dataset of COVID-19 outbreak and potential predictive features in the USA. Data in Brief, 38, 107360. https://doi.org/10.1016/j.dib.2021.107360
dc.identifier.urihttps://doi.org/10.1016/j.dib.2021.107360
dc.identifier.urihttps://hdl.handle.net/1828/21927
dc.language.isoen
dc.publisherData in Brief
dc.rightsCC BY 4.0
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCOVID-19
dc.subjectepidemiology
dc.subjectpredictive features
dc.subjectmachine learning
dc.subject.departmentDepartment of Biology
dc.titleDataset of COVID-19 outbreak and potential predictive features in the USA
dc.typeArticle

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
haratian_arezoo_DataBr_2021.pdf
Size:
472.73 KB
Format:
Adobe Portable Document Format
Download

Collections

Faculty and Staff Publications
 
University of Victoria Libraries

We acknowledge and respect the Lək̓ʷəŋən (Songhees and Esquimalt) Peoples on whose territory the university stands, and the Lək̓ʷəŋən and W̱SÁNEĆ Peoples whose historical relationships with the land continue to this day.