Trump vs. Hillary: What went Viral during the 2016 US Presidential Election
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Abstract (arXiv)
In this paper, we present quantitative and qualitative analysis of the top retweeted tweets (viral tweets) pertaining to the US presidential elections from September 1, 2016 to Election Day on November 8, 2016. For everyday, we tagged the top 50 most retweeted tweets as supporting or attacking either candidate or as neutral/irrelevant. Then we analyzed the tweets in each class for: general trends and statistics; the most frequently used hashtags, terms, and locations; the most retweeted accounts and tweets; and the most shared news and links. In all we analyzed the 3,450 most viral tweets that grabbed the most attention during the US election and were retweeted in total 26.3 million times accounting over 40% of the total tweet volume pertaining to the US election in the aforementioned period. Our analysis of the tweets highlights some of the differences between the social media strategies of both candidates, the penetration of their messages, and the potential effect of attacks on both
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 11 Jul 2017.
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Citing papers per year: 2021: 1; 2022: 0; 2023: 0; 2024: 5; 2025: 2.
8 papers.
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- 2024MAGPIE: Multi-Task Media-Bias Analysis Generalization for Pre-Trained Identification of Expressionscited by 4
- 2024Cross-Target Stance Detection: A Survey of Techniques, Datasets, and Challengescited by 3
- 2025Social and Political Framing in Search Engine Resultscited by 1
- 2025LASTIST: LArge-Scale Target-Independent STance datasetcited by 0
- 2025LASTIST: LArge-Scale Target-Independent STance dataset28 Oct 2025
- 2025Social and Political Framing in Search Engine Results17 Jul 2025
- 2024A Survey of Stance Detection on Social Media: New Directions and Perspectives24 Sep 2024
- 2024Cross-Target Stance Detection: A Survey of Techniques, Datasets, and Challenges20 Sep 2024
- 2024Stance Detection on Social Media with Fine-Tuned Large Language Models18 Apr 2024
- 2024MAGPIE: Multi-Task Media-Bias Analysis Generalization for Pre-Trained Identification of Expressions27 Feb 2024
- 2024DEEM: Dynamic Experienced Expert Modeling for Stance Detection23 Feb 2024
- 2021Fairness for Whom? Understanding the Reader's Perception of Fairness in Text Summarization29 Jan 2021