Community Notes (formerly known as Birdwatch) is the first large-scale crowdsourced content moderation initiative that was launched by X (formerly known as Twitter) in January 2021. As the Community Notes model gains momentum across other social media platforms, there is a growing need to assess its underlying dynamics and effectiveness. This resource paper provides (a) a systematic review of the literature on Community Notes, and (b) a major curated dataset and accompanying source code to support future research on Community Notes. We parsed Notes and Ratings data from the first four years of the program and conducted language detection across all Notes. Focusing on English-language Notes, we extracted embedded URLs and identified discussion topics in each Note. Additionally, we constructed monthly interaction networks among the Contributors. Together with the literature review, these resources offer a robust foundation for advancing research on the Community Notes system.

翻译：社区笔记（原名Birdwatch）是X平台（原名Twitter）于2021年1月推出的首个大规模众包内容审核计划。随着社区笔记模式在其他社交媒体平台逐渐普及，评估其内在机制与有效性的需求日益增长。本资源论文提供：（a）对社区笔记相关文献的系统性综述；（b）一个精心整理的大型数据集及配套源代码，以支持未来对社区笔记的研究。我们解析了该项目前四年的笔记与评分数据，并对所有笔记进行了语言检测。聚焦英文笔记，我们提取了嵌入的URL并识别了每篇笔记的讨论主题。此外，我们构建了贡献者之间的月度交互网络。这些资源与文献综述共同为推进社区笔记系统的研究奠定了坚实基础。