The demos are shown in ChatGPT for FinTech
Disclaimer: We are sharing codes for academic purpose 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.
| Platform | Data Type | Related Market | Data Source | Specified Company | Range Type | Source Type | Limits |
|---|---|---|---|---|---|---|---|
| Yahoo | Financial News | US Stocks | Finnhub News | √ | Date Range | Third party | Account-specific （Free） |
| Sina | Financial News | CN Stocks | Sina Finance | × | Date Range | Official | Not too much |
| CCTV | Governemnt News | CN Stocks | Akshare cctv | × | Date Range | Third party | N/A |
| US Mainstream Media | Financial News | US Stocks | Finnhub News | √ | Date Range | Third party | Account-specific （Free） |
| CN Mainstream Media | Financial News | CN Stocks | Tushare Major News | × | Date Range | Third party | Account-specific（About ￥500 per year ） |
| Platform | Data Type | Related Market | Data Source | Specified Company | Range Type | Source Type | Limits |
|---|---|---|---|---|---|---|---|
| Tweets | US Stocks | Twitter Downloader | √ | Date Range | Official | N/A | |
| Sentiment | US Stocks | Finnhub Sentiment | √ | Date Range | Third Party | N/A | |
| StockTwits | Tweets | US Stocks | Stocktwits Downloader | √ | Lastest | Official | N/A |
| Reddit (wallstreetbets) | Threads | US Stocks | Reddit Downloader | × | Lastest | Official | N/A |
| Sentiment | US Stocks | Finnhub Sentiment | √ | Date Range | Third Party | N/A | |
| Tweets | CN Stocks | Soon | - | - | - | - |
| Platform | Data Type | Related Market | Data Source | Specified Company | Range Type | Source Type | Limits |
|---|---|---|---|---|---|---|---|
| Juchao (Official Website) | Text | CN Stocks | Juchao Annoumcement Downloader | √ | Date Range | Official | Not too much |
| SEC (Official Website) | Text | US Stocks | Soon | √ | Date Range | Official | Not too much |
| Sina | Text | CN Stocks | Sina Annoumcement Downloader | √ | Lastest | Third Party | Not too much |
| Platform | Data Type | Related Market | Data Source | Specified Company | Range Type | Source Type | Limits |
|---|---|---|---|---|---|---|---|
| Google Trends | Index | US Stocks | Google Trends | √ | Date Range | Official | N/A |
| Baidu Index | Index | CN Stocks | Soon | - | - | - | - |
| Data Source | Type | Stocks | Dates | Avaliable |
|---|---|---|---|---|
| AShare | News | 3680 | 2018-07-01 to 2021-11-30 | √ |
| stocknet-dataset | Tweets | 87 | 2014-01-02 to 2015-12-30 | √ |
| CHRNN | Tweets | 38 | 2017-01-03 to 2017-12-28 | √ |