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Policy Issues vs. Documentation: Using BERTopic to Gain Insight in the Political Communication in Instagram Stories and Posts during the 2021 German Federal Election Campaign
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  • 2022A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts983 cited
  • 2018The Digital Architectures of Social Media: Comparing Political Campaigning on Facebook, Twitter, Instagram, and Snapchat in the 2016 U.S. Election696 cited
  • 2017The Power of Political Image: Justin Trudeau, Instagram, and Celebrity Politics358 cited
  • 2020Images, Politicians, and Social Media: Patterns and Effects of Politicians’ Image-Based Political Communication Strategies on Social Media254 cited
  • 2015Big Data, Digital Media, and Computational Social Science191 cited
  • 2021Three Gaps in Computational Text Analysis Methods for Social Sciences: A Research Agenda183 cited
  • 2019Ephemeral Journalism: News Distribution Through Instagram Stories158 cited
  • 2017Political Storytelling on Instagram: Key Aspects of Alexander Van der Bellen’s Successful 2016 Presidential Election Campaign151 cited
  • 2021Engagement with candidate posts on Twitter, Instagram, and Facebook during the 2019 election123 cited
  • 2021The rise of Instagram as a tool for political communication: A longitudinal study of European political parties and their followers76 cited
  • 2021Instagram and political campaigning in the 2017 German federal election. A quantitative content analysis of German top politicians’ and parliamentary parties’ posts52 cited
  • 2020“Backstage moments during the campaign”: The interactive use of Instagram by Spanish political leaders48 cited
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News Values on Instagram: A Comparative Study of International News
47 cited
  • 2020Automated Visual Content Analysis (AVCA) in Communication Research: A Protocol for Large Scale Image Classification with Pre-Trained Computer Vision Models43 cited
  • 2020Two Computational Models for Analyzing Political Attention in Social Media16 cited
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