metadata

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:

Navigate to the data directory in the GitHub repository:
```
cd data
```
Install Git LFS (if not already installed):
```
git lfs install
```

Clone the dataset from Hugging Face Hub:

git clone https://huggingface.co/datasets/WHATX/ESG_Report

Dataset Description

This dataset contains three main components:

raw_pdf:
- A collection of 195 PDFs scraped from TCFD Hub.
- The PDFs are ESG-related reports published by various companies.
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.
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 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 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}
}