Home

Awesome

<div align="center"> <img align="center" width="30%" alt="image" src="https://github.com/AI4Finance-Foundation/FinGPT/assets/31713746/e0371951-1ce1-488e-aa25-0992dafcc139"> </div>

FinNLP: Internet-scale Financial Data

Downloads Downloads Python 3.8 PyPI License

FinNLP provides a playground for all people interested in LLMs and NLP in Finance. Here we provide full pipelines for LLM training and finetuning in the field of finance.

Visitors

Ⅰ. How to Use

1. News

2. Social Media

3. Company Announcement

Ⅱ. Data Sources

1. News

PlatformData TypeRelated MarketSpecified CompanyRange TypeLimitsSupport
YahooFinancial NewsUS StocksDate RangeN/A
ReutersGeneral NewsUS Stocks×Date RangeN/ASoon
Seeking AlphaFinancial NewsUS StocksStreamingN/A
SinaFinancial NewsCN Stocks×Date RangeN/A
EastmoneyFinancial NewsCN StocksDate RangeN/A
YicaiFinancial NewsCN StocksDate RangeN/ASoon
CCTVGeneral NewsCN Stocks×Date RangeN/A
US Mainstream MediaFinancial NewsUS StocksDate RangeAccount (Free)
CN Mainstream MediaFinancial NewsCN Stocks×Date RangeAccount (¥500/year)

2. Social Media

PlatformData TypeRelated MarketSpecified CompanyRange TypeSource TypeLimitsSupport
TwitterTweetsUS StocksDate RangeOfficialN/A
TwitterSentimentUS StocksDate RangeThird PartyN/A
StockTwitsTweetsUS StocksLastestOfficialN/A
Reddit (wallstreetbets)ThreadsUS Stocks×LastestOfficialN/A
RedditSentimentUS StocksDate RangeThird PartyN/A
WeiboTweetsCN StocksDate RangeOfficialCookies
WeiboTweetsCN StocksLastestOfficialN/A

3. Company Announcement

PlatformData TypeRelated MarketSpecified CompanyRange TypeSource TypeLimitsSupport
Juchao (Official Website)TextCN StocksDate RangeOfficialN/A
SEC (Official Website)TextUS StocksDate RangeOfficialN/A
SinaTextCN StocksLastestThird PartyN/A

4. Data Sets

Data SourceTypeStocksDatesAvailable
AShareNews36802018-07-01 to 2021-11-30
stocknet-datasetTweets872014-01-02 to 2015-12-30
CHRNNTweets382017-01-03 to 2017-12-28

Ⅲ. Large Language Models (LLMs)

LICENSE

MIT License

Disclaimer: We are sharing codes for academic purposes under the MIT education license. Nothing herein is financial advice, and NOT a recommendation to trade real money. Please use common sense and always first consult a professional before trading or investing.