tushare

Retrieve stocks, funds, futures, and macro data via the Python tushare API.

Updated May 15, 2026

Search Tags:#analytics #api #data #finance #stocks #futures #funds

Ready to run

npx skills add https://github.com/philipcoller-777/Vibe-Trading-TV2 --skill tushare-philipcoller-777

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: tushare
Source: https://github.com/philipcoller-777/Vibe-Trading-TV2/tree/main/agent/src/skills/tushare
Command: npx skills add https://github.com/philipcoller-777/Vibe-Trading-TV2 --skill tushare-philipcoller-777

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tushare, pandas, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Access to a comprehensive library of financial market data via a single, standardized API, eliminating the need to manage multiple sources and scrapers.

Core Features & Use Cases

Unified API for stocks, funds, futures, macro data, and more.
Enables rapid analytics, dashboards, research, and model-building across markets.
Use Case: Power a cross-asset analytics dashboard that tracks tickers, funds, and futures in real time.

Quick Start

Install the tushare package and obtain an API token, then call ts.pro_api() to fetch data.

Frequently Asked Questions about tushare

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I access stocks, funds, and futures data through a single API?▼

You can access stocks, funds, and futures data through a single API by using the tushare client to call ts.pro_api() with an obtained API token, leveraging pandas for data handling.

What is the best way to build a cross-asset analytics dashboard for financial markets?▼

The best way to build a cross-asset analytics dashboard is to use a unified finance data API that provides consistent data retrieval across tickers, funds, and futures, eliminating the need for multiple scrapers.

Can I use pandas with the tushare API for financial data analysis?▼

Yes, you can use pandas with the tushare API, as the Skill explicitly leverages the Python tushare client alongside pandas to support cross-market analytics, research, and model-building.

Do I need an API token to retrieve macro data and stock market data?▼

Yes, you need to obtain an API token to retrieve macro data and stock market data, as the quick start requires you to install the tushare package, get a token, and then call ts.pro_api() to fetch data.

How does unified API access eliminate the need for multiple financial data scrapers?▼

Unified API access eliminates multiple scrapers by providing a standardized interface to a comprehensive library of financial market data, supporting cross-market use cases like research and analytics through consistent data retrieval.

Does the tushare API support macro data and futures for cross-market research?▼

Yes, the tushare API supports macro data and futures, alongside stocks and funds, enabling cross-market use cases such as research, analytics, and dashboards through its unified data retrieval mechanism.