Analyzing the Traits and Anomalies of Political Discussions on Reddit

  • Anna Guimaraes Max Planck Institute for Informatics, Saarland Informatics Campus
  • Oana Balalau Max Planck Institute for Informatics, Saarland Informatics Campus
  • Erisa Terolli Max Planck Institute for Informatics, Saarland Informatics Campus
  • Gerhard Weikum Max Planck Institute for Informatics, Saarland Informatics Campus

Abstract

Online communities like Reddit feature intensive discussions on political topics, engaging many users who give and receive votes for their posts and comments. Prior work has focused on detecting controversial discussions and analyzing the role of troll-like users. This paper provides a systematic analysis of the characteristics of user actions, like replies and votes, in discussion threads, identifying different patterns that refine the notion of controversies into disputes, disruptions and discrepancies. Most importantly, our study connects the dimension of user actions with a rich feature space comprising also the sentiments expressed in post contents and the topical variation across the posts and replies. We use this framework to gain insight on the traits of different archetypes of discussions, and to statistically test a variety of hypotheses on expected and abnormal behavior.

Published
2019-07-06
How to Cite
Guimaraes, A., Balalau, O., Terolli, E., & Weikum, G. (2019). Analyzing the Traits and Anomalies of Political Discussions on Reddit. Proceedings of the International AAAI Conference on Web and Social Media, 13(01), 205-213. Retrieved from https://aaai.org/ojs/index.php/ICWSM/article/view/3222