"I'm in the Bluesky Tonight": Insights from a Year Worth of Social Data
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Abstract (arXiv)
Pollution of online social spaces caused by rampaging d/misinformation is a growing societal concern. However, recent decisions to reduce access to social media APIs are causing a shortage of publicly available, recent, social media data, thus hindering the advancement of computational social science as a whole. We present a large, high-coverage dataset of social interactions and user-generated content from Bluesky Social to address this pressing issue. The dataset contains the complete post history of over 4M users (81% of all registered accounts), totalling 235M posts. We also make available social data covering follow, comment, repost, and quote interactions. Since Bluesky allows users to create and bookmark feed generators (i.e., content recommendation algorithms), we also release the full output of several popular algorithms available on the platform, along with their timestamped ``like'' interactions and time of bookmarking. This dataset allows unprecedented analysis of online behavior and human-machine engagement patterns. Notably, it provides ground-truth data for studying the effects of content exposure and self-selection and performing content virality and diffusion analysis.
Key facts. Cited by 11 papers in the map (data through 14 Oct 2026). First posted on arXiv 29 Apr 2024.
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Citing papers per year: 2024: 2; 2025: 1; 2026: 8.
11 papers.
- 2024Y Social: an LLM-powered Social Media Digital Twincited by 44
- 2026The Hidden Toll of Social Media News: Causal Effects on Psychosocial Wellbeingcited by 4
- 2025PolitiSky24: U.S. Political Bluesky Dataset with User Stance Labelscited by 2
- 2026Evaluating the Realism of LLM-powered Social Agents: A Case Study of Reactions to Spanish Online Newscited by 1
- 2024Characterizing User Archetypes and Discussions on Scored.cocited by 0
- 2026TruthStance: An Annotated Dataset of Conversations on Truth Socialcited by 0
- 2026Attributing Emergence in Million-Agent Systemscited by 0
- 2026Algorithmic Cultivation: How Social Media Feeds Shape User Languagecited by 0
- 2026Benchmarking Multi-Modal Graph-based Social Media Popularity Predictioncited by 0
- 2026Quantifying Political Partisanship for Cross-Platform Analysescited by 0
- 2026Characterizing Bluesky Content Moderation Service: From Automation of Service to Landscape of Harmscited by 0
- 2026Characterizing Bluesky Content Moderation Service: From Automation of Service to Landscape of Harms10 Sep 2026
- 2026Quantifying Political Partisanship for Cross-Platform Analyses23 Jul 2026
- 2026Benchmarking Multi-Modal Graph-based Social Media Popularity Prediction25 Jun 2026
- 2026Evaluating the Realism of LLM-powered Social Agents: A Case Study of Reactions to Spanish Online News27 May 2026
- 2026Algorithmic Cultivation: How Social Media Feeds Shape User Language16 May 2026
- 2026Attributing Emergence in Million-Agent Systems12 May 2026
- 2026TruthStance: An Annotated Dataset of Conversations on Truth Social16 Feb 2026
- 2026The Hidden Toll of Social Media News: Causal Effects on Psychosocial Wellbeing20 Jan 2026
- 2025PolitiSky24: U.S. Political Bluesky Dataset with User Stance Labels9 Jun 2025
- 2024Y Social: an LLM-powered Social Media Digital Twin1 Aug 2024
- 2024Characterizing User Archetypes and Discussions on Scored.co31 Jul 2024