README.md

---
license: mit
language:
- en
tags:
- financial
- report
- nlp
- esg
size_categories:
- 1K<n<10K
---
# ESG Report PDF Dataset

## Download Instructions
To download the dataset, follow these steps:

1. Navigate to the `data` directory in the GitHub repository:
   ```bash
   cd data
   ```

2. Install Git LFS (if not already installed):
   ```bash
   git lfs install
   ```

3. Clone the dataset from Hugging Face Hub:
   ```bash
   git clone https://huggingface.co/datasets/WHATX/ESG_Report
   ```

---

## Dataset Description

This dataset contains three main components:

1. **raw_pdf**:
   - A collection of 195 PDFs scraped from [TCFD Hub](https://www.tcfdhub.org/).
   - The PDFs are ESG-related reports published by various companies.

2. **raw_txt**:
   - The corresponding text files converted from the PDFs using the PDF Parser tool.
   - These files provide easy access to the textual content of the reports.

3. **target_list**:
   - A summary of statistical information about the dataset.
   - This includes metadata about the reports and other relevant statistics.

---

## License and Usage

- The original PDFs are copyrighted by [TCFD Hub](https://www.tcfdhub.org/) and the respective companies that published the reports.
- This dataset is provided **strictly for research purposes** and is not intended for commercial use.
- License: mit

---

## 📄 Citation

If our work assists your research or you use our data, feel free to give us a star ⭐ on [GitHub](https://github.com/JerryWu-code/SusGen) and cite us using

```
@article{wu2024susgen,
  title={SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation},
  author={Wu, Qilong and Xiang, Xiaoneng and Huang, Hejia and Wang, Xuan and Jie, Yeo Wei and Satapathy, Ranjan and Veeravalli, Bharadwaj and others},
  journal={arXiv preprint arXiv:2412.10906},
  year={2024}
}
```

---