tushare-finance
获取中国金融市场数据(A股、港股、美股、基金、期货、债券)。支持220+个Tushare Pro接口:股票行情、财务报表、宏观经济指标。当用户请求股价数据、财务分析、指数行情、GDP/CPI等宏观数据时使用。
StanleyChanH
@stanleychanh
What This Skill Does
Python-based skill that retrieves Chinese financial market data (A-shares, Hong Kong, US stocks, funds, futures, bonds) via 220+ Tushare Pro APIs. Covers stock quotes, financial statements, and macroeconomic indicators like GDP and CPI.
Replaces manually scraping Chinese financial websites or building custom data pipelines by providing a single, documented interface to 220+ Tushare Pro endpoints.
When to Use It
- Fetch daily stock prices for a specific A-share or Hong Kong stock
- Retrieve financial indicators (e.g., ROE, profit margins) for a listed company
- Get historical index data for the Shanghai Composite or CSI 300
- Obtain GDP or CPI time series for macroeconomic analysis
- Look up fund net asset values (NAV) for a given fund code
- Pull futures or bond market data for a specific contract or bond
Install
$ openclaw skills install @stanleychanh/tushare-financeTushare 金融数据 Skill
本 skill 通过 Tushare Pro API 获取中国金融市场数据,支持 220+ 个数据接口。
快速开始
1. Token 配置
询问用户:是否已配置 Tushare Token?
如未配置,引导用户:
- 访问 https://tushare.pro 注册
- 获取 Token
- 配置环境变量:
export TUSHARE_TOKEN="your_token"
2. 验证依赖
检查 Python 环境:
python -c "import tushare, pandas; print('OK')"
如报错,安装依赖:
pip install tushare pandas
常用接口速查
| 数据类型 | 接口方法 | 说明 |
|---|---|---|
| 股票列表 | pro.stock_basic() | 获取所有股票列表 |
| 日线行情 | pro.daily() | 获取日线行情数据 |
| 财务指标 | pro.fina_indicator() | 财务指标(ROE等) |
| 利润表 | pro.income() | 利润表数据 |
| 指数行情 | pro.index_daily() | 指数日线数据 |
| 基金净值 | pro.fund_nav() | 基金净值数据 |
| GDP数据 | pro.gdp() | 国内生产总值 |
| CPI数据 | pro.cpi() | 居民消费价格指数 |
完整接口列表:查看 接口文档索引
数据获取流程
- 查找接口:根据需求在 接口索引 找到对应接口
- 阅读文档:查看
reference/接口文档/[接口名].md了解参数 - 编写代码:
import tushare as ts # 初始化(使用环境变量中的 Token) pro = ts.pro_api() # 调用接口 df = pro.daily(ts_code='000001.SZ', start_date='20241201', end_date='20241231') - 返回结果:DataFrame 格式
参数格式说明
- 日期:YYYYMMDD(如 20241231)
- 股票代码:ts_code 格式(如 000001.SZ, 600000.SH)
- 返回格式:pandas DataFrame
接口文档参考
接口索引:reference/README.md
接口文档按类别组织:
- 股票数据(39 个接口)
- 指数数据(18 个接口)
- 基金数据(11 个接口)
- 期货期权(16 个接口)
- 宏观经济(10 个接口)
- 港股美股(23 个接口)
- 债券数据(16 个接口)
参考资源
- Tushare 官方文档:https://tushare.pro/document/2
- API 测试工具:https://tushare.pro/document/1
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