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A Chronological and Geographical Analysis of Personal Reports of COVID-19 on Twitter
Ari Klein; Arjun Magge; Karen O'Connor; Haitao Cai; Davy Weissenbacher; Graciela Gonzalez-Hernandez.
Affiliation
  • Ari Klein; University of Pennsylvania
  • Arjun Magge; University of Pennsylvania
  • Karen O'Connor; University of Pennsylvania
  • Haitao Cai; University of Pennsylvania
  • Davy Weissenbacher; University of Pennsylvania
  • Graciela Gonzalez-Hernandez; University of Pennsylvania
Preprint in English | medRxiv | ID: ppmedrxiv-20069948
ABSTRACT
The rapidly evolving outbreak of COVID-19 presents challenges for actively monitoring its spread. In this study, we assessed a social media mining approach for automatically analyzing the chronological and geographical distribution of users in the United States reporting personal information related to COVID-19 on Twitter. The results suggest that our natural language processing and machine learning framework could help provide an early indication of the spread of COVID-19.
License
cc_by_nc_nd
Full text: Available Collection: Preprints Database: medRxiv Language: English Year: 2020 Document type: Preprint
Full text: Available Collection: Preprints Database: medRxiv Language: English Year: 2020 Document type: Preprint
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