iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023

Authors

  • Jay Patel Binghamton University
  • Pujan Paudel Boston University
  • Emiliano De Cristofaro University of California Riverside
  • Gianluca Stringhini Boston University
  • Jeremy Blackburn Binghamton University

DOI:

https://doi.org/10.1609/icwsm.v18i1.31444

Abstract

Online web communities often face bans for violating platform policies, encouraging their migration to alternative platforms. This migration, however, can result in increased toxicity and unforeseen consequences on the new platform. In recent years, researchers have collected data from many alternative platforms, indicating coordinated efforts leading to offline events, conspiracy movements, hate speech propagation, and harassment. Thus, it becomes crucial to characterize and understand these alternative platforms. To advance research in this direction, we collect and release a large-scale dataset from Scored -- an alternative Reddit platform that sheltered banned fringe communities, for example, c/TheDonald (a prominent right-wing community) and c/GreatAwakening (a conspiratorial community). Over four years, we collected approximately 57M posts from Scored, with at least 58 communities identified as migrating from Reddit and over 950 communities created since the platform's inception. Furthermore, we provide sentence embeddings of all posts in our dataset, generated through a state-of-the-art model, to further advance the field in characterizing the discussions within these communities. We aim to provide these resources to facilitate their investigations without the need for extensive data collection and processing efforts.

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Published

2024-05-28

How to Cite

Patel, J., Paudel, P., De Cristofaro, E., Stringhini, G., & Blackburn, J. (2024). iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023. Proceedings of the International AAAI Conference on Web and Social Media, 18(1), 2014-2024. https://doi.org/10.1609/icwsm.v18i1.31444