Journal of Information Technology & Politics · 2020 · 17 citations · 36 references
Public AffairsPolitical CommunicationPolitical ScienceElection CommunicationPolitical BehaviorPolitical MessagingCampaign BehaviorCampaign CommunicationCampaign MessagingOnline CampaigningSocial Media CampaigningSocial Media PoliticsElection Campaign AnalyticsMidterm ElectionsOnline Political CampaigningPolitical Campaign Communication AnalysisPolitical Campaign MessagingPositive Mobilization AppealsSocial Media Political Communication
How do candidates campaign on social media? To date, political scientists have mostly considered the content or tone of candidates’ social media posts. In this paper, we combine these research areas and study how candidates’ campaigns vary the content and tone of their messages. We argue incumbents emphasize positive issue content and limit attacking their opponent. Competitive races encourage positive mobilization posts and aggressive attack messages. Using Twitter data from the final two months of the 2018 U.S. midterm elections, we find that candidates predictably emphasize different types of messages and, in the aggregate, campaigns’ social media feeds significantly vary.
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The Stanford CoreNLP Natural Language Processing Toolkit
Christopher D. Manning, Mihai Surdeanu, John Bauer et al. · 2014 · 7.2K citations · Full text
The logic of congressional action
Choice Reviews Online · 1991 · 1.8K citations