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| | license: cc-by-4.0 |
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| | # Financial Text Data Collection |
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|
| | This repository contains a collection of raw financial text data. The dataset encompasses a wide range of financial documents, including annual reports, news articles, and social media posts |
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|
| | ## Dataset Description |
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|
| | The dataset is organized into the following categories: |
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| | - **Annual Reports**: Financial reports issued by companies on an annual basis, providing insights into their financial performance and strategic outlook. (แบบแสดงรายการข้อมูลประจำปี (แบบ 56-1)) |
| | - **News Articles**: Articles from reputable financial news sources |
| | - **Social Media and Online Forums**: Text from Internet Users |
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|
| | ## Usage |
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|
| | Researchers, data scientists, and developers can utilize this dataset for training language models as well as building corpora. |
| |
|
| | ## Data Sources |
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|
| | The data in this repository has been sourced from publicly available sources, including but not limited to: |
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| | - Financial news websites |
| | - Regulatory agencies |
| | - Social Media |
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|
| | ## Data Source Statistics |
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|
| | | Language | Dataset source name | Number of words | Description | |
| | |:----------|:-----------------------------------------------|:-------------------|:--------------| |
| | | English | us_sec | 19,393,625,320 | 10-K and 10-Q form from the US SEC | |
| | | English | filtered_news_cc | 1,806,040,675 | Filtered CommonCrawl News dataset (snapshot: 2022) | |
| | | Thai | 56-1 | 332,223,838 | 56-1 One report from the Thai SEC | |
| | | Thai | finnomena | 3,581,152 | News articles and posts from finnomena.com | |
| | | Thai | kasikorn_securities | 1,837,789 | News articles and posts from kasikornsecurities.com | |
| | | Thai | longtunman | 5,815,737 | News articles and posts from longtunman.com | | |
| | | Thai | posttoday | 44,129,104 | News articles from posttoday.com | |
| | | Thai | prachachat | 51,608,162 | News articles from prachachat.net | |
| | | Thai | kaohoon | 82,639,651 | News articles from kaohoon.com | |
| | | Thai | th_sec | 1,026,271 | News articles and posts from sec.or.th | |
| | | Thai | thaivi | 55,831,304 | Threads from board.thaivi.org | |
| | |
| | ## License |
| | |
| | The dataset is provided under the CC BY 4.0 License, allowing for unrestricted use and modification for both commercial and non-commercial purposes. However, users are encouraged to provide attribution to this repository if the data is used in their work. |
| | |
| | ## Contribution |
| | |
| | Contributions to this repository are welcome. If you have additional financial text data that you would like to contribute, please submit a pull request following the guidelines outlined in [https://github.com/vistec-AI/capital_market_text_data/](https://github.com/vistec-AI/capital_market_text_data/). |
| | |
| | ## Acknowledgements |
| | |
| | We acknowledge the sources and providers of the data included in this repository, without whom this collection would not be possible. |
| | |
| | ## Contact |
| | |
| | For questions, suggestions, or inquiries regarding this dataset, please contact canu_pro@vistec.ac.th or open an issue in the repository. We appreciate your feedback and contributions. |
