Access Chinese financial data via AkShare's Python interface.
npx skills add https://github.com/hiyenwong/skills-collection --skill akshare-hiyenwong
Please help me install this Agent Skill. Skill: akshare Source: https://github.com/hiyenwong/skills-collection/tree/main/akshare Command: npx skills add https://github.com/hiyenwong/skills-collection --skill akshare-hiyenwong
AkShare provides a unified Python interface to access a wide range of Chinese financial data, eliminating the need to chase multiple sources or manually scrape data.
Install AkShare with pip and run a quick fetch example such as importing akshare and calling stock_zh_a_hist for daily data.
High-intent search queries and answers about installing and using this skill.
AkShare provides a unified Python interface to access Chinese financial data, eliminating the need to chase multiple sources or manually scrape data across stocks, futures, and macro markets.
AkShare covers stocks, futures, funds, macro indicators, bonds, foreign exchange, and cryptocurrencies across major Chinese markets, returning structured dataframes for modeling or dashboarding.
You fetch macro indicators by importing AkShare and making simple Python calls that return structured dataframes, providing direct programmatic access to Chinese macro data without manual scraping.
You need Python and the AkShare library installed via pip to access Chinese financial data, with optional dependencies available for extra data handling and processing requirements.
Yes, AkShare returns structured dataframes directly from its Python calls, which are ready for immediate use in analytics, financial modeling, or building dashboards.
The best way to access Chinese bond and futures data is using AkShare's unified Python interface, which programmatically retrieves structured data across major Chinese markets without manual scraping.
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