---
license: mit
---
The ```sp500stock_data_description.csv``` file provides detailed information on the existence of four modalities (text, image, time series, and table) for 4,213 S&P 500 stocks.

The ```hs300stock_data_description.csv``` file provides detailed information on the existence of four modalities (text, image, time series, and table) for 858 HS 300 stocks.

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If you find our research helpful, please cite our paper:
---
```
@article{xu2025finmultitime,
  title={FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis},
  author={Xu, Wenyan and Xiang, Dawei and Liu, Yue and Wang, Xiyu and Ma, Yanxiang and Zhang, Liang and Xu, Chang and Zhang, Jiaheng},
  journal={arXiv preprint arXiv:2506.05019},
  year={2025}
}
```