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SocioVerse User Pool
This is the official user pool dataset for SocioVerse. [Repo] [Paper]
Construction
- Sample Pool
- election: Presidential Election Prediction task
- press: Breaking News Feedback task
- eco: National Economic Survey task
- User Pool X
- one million real-world user pool from X
X Data Notification
In compliance with X's data usage policies, we only provide the associated user IDs and the labels annotated by our demographic annotation system. Access to textual content must be obtained via the official X API using the corresponding user IDs.
Citation
We are grateful if you find our work useful, and please cite our paper as follows:
@article{zhang2025socioverse
author = {Xinnong Zhang and Jiayu Lin and Xinyi Mou and Shiyue Yang and Xiawei Liu and Libo Sun and Hanjia Lyu and Yihang Yang and Weihong Qi and Yue Chen and Guanying Li and Ling Yan and Yao Hu and Siming Chen and Yu Wang and Jingxuan Huang and Jiebo Luo and Shiping Tang and Libo Wu and Baohua Zhou and Zhongyu Wei},
title = {SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users},
year = {2025},
journal={arXiv preprint arXiv:2504.10157},
}
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