tushare

To pull ETF and fund data from the Tushare financial API, provide your TUSHARE_TOKEN and request the desired endpoint. The skill uses example scripts to handle authenticated requests and shape responses into pandas tables.

You can retrieve structured economic, equity, and derivative data for Chinese markets, including futures calendars and macro indicators. The reference library catalogs hundreds of endpoints with parameters and example outputs for each domain.

Yes, a valid Tushare token is required to fetch index constituents or ETF fundamentals for backtesting. You must supply this token in your prompt to authenticate requests and retrieve structured market data.

Yes, pandas is required for shaping Tushare API responses into structured tables. The provided stock and fund example scripts demonstrate how to handle authenticated requests and use pandas for daily market research.

The best way to automate Tushare data access is by using the provided stock and fund example scripts, which demonstrate session reuse and pandas handling to streamline daily market research and backtest inputs.

Tushare API requests fail when fetching futures and macro indicators if the TUSHARE_TOKEN is missing or invalid. Ensure your token is correctly configured in the script to authenticate and retrieve the specific endpoint data.