| # FNSPID: A Comprehensive Financial News Dataset in Time Series | |
| ## Description | |
| FNSPID is a meticulously curated dataset designed to support research and applications in the field of financial news analysis within the context of time-series forecasting. Our dataset encompasses a wide range of financial news articles, providing a rich resource for developing and testing models aimed at understanding market trends, investor sentiment, and other critical financial indicators. | |
| [Link to Github Program](https://github.com/Zdong104/FNSPID_Financial_News_Dataset) | |
| ## Key Features | |
| - **Extensive Coverage:** The dataset contains over 10 million entries, offering broad insights into the financial news landscape. | |
| - **Time-Series Analysis Ready:** Organized in a time-series format, FNSPID is ideal for forecasting financial market movements and trends. | |
| - **Diverse Applications:** Suitable for various tasks including sentiment analysis, market prediction, and trend analysis. | |
| ## Citation | |
| If you use the FNSPID dataset in your research, please cite our work as follows: | |
| ```bibtex | |
| @misc{dong2024fnspid, | |
| title={FNSPID: A Comprehensive Financial News Dataset in Time Series}, | |
| author={Zihan Dong and Xinyu Fan and Zhiyuan Peng}, | |
| year={2024}, | |
| eprint={2402.06698}, | |
| archivePrefix={arXiv}, | |
| primaryClass={q-fin.ST} | |
| } | |
| ``` | |
| ## License | |
| This dataset is available under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC-4.0) license. The use of this dataset for commercial purposes is strictly prohibited without prior authorization. | |
| ## Prohibition of Commercial Use | |
| Commercial use of this code or dataset without explicit permission from the original authors is strictly prohibited. For commercial use or licensing inquiries, please contact us at `puma122707@gmail.com`. | |
| ## Task Categories | |
| - Time-Series Forecasting | |
| ## Language | |
| - English (en) | |
| ## Tags | |
| - Finance | |
| ## Pretty Name | |
| FNSPID: A Comprehensive Financial News Dataset in Time Series | |
| ## Size Categories | |
| - 10M<n<100M | |
| --- |