akshare

Real-time and historical financial data for Chinese and Asian markets via AkShare library. AkShare is a free, open-source Python library for accessing Chinese financial market data. This skill provides guidance for fetching data from Chinese exchanges including Shanghai Stock Exchange, Shenzhen Stock Exchange, Hong Kong Exchange, and more. Install AkShare: Basic stock quote: Real-time quotes: Historical data: Stock list: Real-time quotes: Historical data: Real-time data: Real-time futures: Historical futures: Fund list: Fund historical data: GDP data: CPI data: PMI data: Period (周期): Adjustment (复权): For complete API documentation and advanced usage, see: - Covers A-shares, Hong Kong stocks, US stocks, futures, funds, and macroeconomic indicators with real-time quotes and historical daily/weekly/monthly data - Supports multiple adjustment modes (forward, backward, or unadjusted) and returns pandas DataFrames for easy processing - Includes macroeconomic data such as GDP, CPI, and PMI for market analysis - Requires implementing custom caching and retry logic due to lack of built-in caching and potential rate limiting - daily - 日线 - weekly - 周线 - monthly - 月线 - qfq - 前复权 - hfq - 后复权 - "" - 不复权 - Data caching : AkShare doesn't cache data, implement your own caching if needed - Rate limiting : Be mindful of request frequency to avoid being blocked - Data format : Returns pandas...