mlsanityData to 7 Oct 2026

A first look at COVID-19 information and misinformation sharing on Twitter

arXiv 2003.13907 ↗First posted 31 Mar 2020cs.SIcited by 13

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Abstract (arXiv)

Since December 2019, COVID-19 has been spreading rapidly across the world. Not surprisingly, conversation about COVID-19 is also increasing. This article is a first look at the amount of conversation taking place on social media, specifically Twitter, with respect to COVID-19, the themes of discussion, where the discussion is emerging from, myths shared about the virus, and how much of it is connected to other high and low quality information on the Internet through shared URL links. Our preliminary findings suggest that a meaningful spatio-temporal relationship exists between information flow and new cases of COVID-19, and while discussions about myths and links to poor quality information exist, their presence is less dominant than other crisis specific themes. This research is a first step toward understanding social media conversation about COVID-19.

Key facts. Cited by 13 papers in the map (data through 7 Oct 2026). First posted on arXiv 31 Mar 2020.

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Citing papers per year: 2021: 7; 2022: 3; 2023: 1; 2024: 1; 2025: 0; 2026: 1.

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