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The ActEU Digital Political Discourse Dataset advances the study of online political communication by addressing critical gaps in existing resources. It provides multilingual (nine European languages), cross-platform (Twitter/X, Telegram, news outlets, institutional websites), and actor-centered data across ten countries. A sophisticated hybrid annotation method (combining human expertise and machine learning) enables detailed semantic labeling across topics such as climate change, migration, and gender equality, with annotations for stance, tone, populist rhetoric, and political trust. Despite known limitations in classifier performance and temporal coverage, the dataset offers academics, civil society, and regulators a robust tool for understanding evolving online political discourse.

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Europe’s Digital Political Discourse: Mapping Narratives with a Multi-Platform, Multilingual Dataset

  • 章节

  • 出版模式：

    开放获取

  • 发表日期：

    2026年

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  • Daniel Gayo-Avello,
  • Alex Hartland,
  • Cristian González García,
  • Laura Morales,
  • Carles Pamies,
  • F. Ramón Villaplana,
  • Daniela Braun,
  • Benjamín López-Pérez,
  • Giulia Sandri

摘要

The ActEU Digital Political Discourse Dataset advances the study of online political communication by addressing critical gaps in existing resources. It provides multilingual (nine European languages), cross-platform (Twitter/X, Telegram, news outlets, institutional websites), and actor-centered data across ten countries. A sophisticated hybrid annotation method (combining human expertise and machine learning) enables detailed semantic labeling across topics such as climate change, migration, and gender equality, with annotations for stance, tone, populist rhetoric, and political trust. Despite known limitations in classifier performance and temporal coverage, the dataset offers academics, civil society, and regulators a robust tool for understanding evolving online political discourse.