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

Specification for data from Rednote

influence is calculated by the number of likes and comments;
GENDER (a) Male (b) Female
Level of Consumption (a) Low (b) Medium (c) High
Education (a) high school and below (b) undergraduate and above
AGE (a) Underage (0-18 years) (b) Young Adult (19-35 years) (c) Middle Age and Elder (36+ years)
income and spending are generated according to prior distributions, which are detailed in the paper

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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Paper for Lishi0905/SocioVerse

SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users

Paper • 2504.10157 • Published Apr 14, 2025 • 17