VoterFraud2020: a Multi-modal Dataset of Election Fraud Claims on Twitter
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Abstract (arXiv)
The wide spread of unfounded election fraud claims surrounding the U.S. 2020 election had resulted in undermining of trust in the election, culminating in violence inside the U.S. capitol. Under these circumstances, it is critical to understand the discussions surrounding these claims on Twitter, a major platform where the claims were disseminated. To this end, we collected and released the VoterFraud2020 dataset, a multi-modal dataset with 7.6M tweets and 25.6M retweets from 2.6M users related to voter fraud claims. To make this data immediately useful for a diverse set of research projects, we further enhance the data with cluster labels computed from the retweet graph, each user's suspension status, and the perceptual hashes of tweeted images. The dataset also includes aggregate data for all external links and YouTube videos that appear in the tweets. Preliminary analyses of the data show that Twitter's user suspension actions mostly affected a specific community of voter fraud claim promoters, and exposes the most common URLs, images and YouTube videos shared in the data.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 20 Jan 2021.
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Citing papers per year: 2021: 2; 2022: 2; 2023: 0; 2024: 3.
7 papers.
- 2021User Preference-aware Fake News Detectioncited by 76
- 2021Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlinescited by 32
- 2022"This is Fake! Shared it by Mistake": Assessing the Intent of Fake News Spreaderscited by 9
- 2024Classifying Human-Generated and AI-Generated Election Claims in Social Mediacited by 2
- 2022Needle In A Haystack, Fast: Benchmarking Image Perceptual Similarity Metrics At Scalecited by 1
- 2024PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twittercited by 0
- 2024Uchaguzi-2022: A Dataset of Citizen Reports on the 2022 Kenyan Electioncited by 0
- 2024Uchaguzi-2022: A Dataset of Citizen Reports on the 2022 Kenyan Election17 Dec 2024
- 2024PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twitter30 Jul 2024
- 2024Classifying Human-Generated and AI-Generated Election Claims in Social Media24 Apr 2024
- 2022Needle In A Haystack, Fast: Benchmarking Image Perceptual Similarity Metrics At Scale1 Jun 2022
- 2022"This is Fake! Shared it by Mistake": Assessing the Intent of Fake News Spreaders9 Feb 2022
- 2021User Preference-aware Fake News Detection25 Apr 2021
- 2021Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines18 Apr 2021