Mega-COV: A Billion-Scale Dataset Of 100+ Languages For COVID-19.pdf

2005.06012.pdf
Preview of Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19
🔗 Source: arxiv.org
📊 Size: 7.37 MB
📄 Pages: 19 pages
⬇️ Downloads: 186

Summary

Mega-COV is a billion-scale dataset of 100+ languages for COVID-19, collected from Twitter, covering 268 countries, with longitudinal data going back to 2007, and including 169M location-tagged tweets. The dataset is diverse, massive, and longitudinal, making it useful for studying various phenomena related to the pandemic. Two powerful models are developed: one for identifying COVID-19-related tweets (best F1=97%) and another for detecting misinformation about COVID-19 (best F1=92%). The dataset and models are publicly available, enabling scholarship on the topic and providing relevant data for further research.

Description

Mega-COV is a billion-scale dataset of 100+ languages for COVID-19, collected from Twitter, covering 268 countries, with longitudinal data going back to 2007,...

Technical Information

  • File Format: PDF
  • File Size: 7.37 MB
  • Pages: 19
  • Language: EN
  • Total Downloads: 186
  • Last Updated: 15 hours ago

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