# waditu/tushare

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14,457 stars · 4,403 forks · Python · bsd-3-clause

## Links

- GitHub: https://github.com/waditu/tushare
- awesome-repositories: https://awesome-repositories.com/repository/waditu-tushare.md

## Topics

`finance` `fintech` `pandas` `python` `realtime-quotes-data` `stock-data` `stock-market` `tushare`

## Description

Tushare is a financial data library for the Python programming environment that provides access to historical and real-time market information. It functions as a data interface for retrieving stock trading records, corporate financial statements, and macroeconomic indicators to support quantitative analysis and research.

The library distinguishes itself by automatically transforming raw API responses into tabular data structures, allowing for direct integration with data analysis workflows. It manages access to these datasets through token-based authentication and utilizes schema-mapped parsing to ensure consistent data types across diverse financial metrics.

The project covers a broad range of financial information, including company fundamentals, industry news, and national economic statistics. These capabilities enable users to monitor market events and perform technical or fundamental analysis within their own local Python environments.

## Tags

### Data & Databases

- [Financial Data Connectors](https://awesome-repositories.com/f/data-databases/financial-data-connectors.md) — Provides a comprehensive data interface for retrieving stock market and macroeconomic information.
- [Market Data Providers](https://awesome-repositories.com/f/data-databases/market-data-providers.md) — Provides interfaces for retrieving historical and real-time stock market trading data. ([source](https://github.com/waditu/tushare/tree/master/docs/))
- [Tabular Data Frames](https://awesome-repositories.com/f/data-databases/time-series-data-modeling/tabular-data-frames.md) — Automatically transforms API responses into tabular data structures for immediate statistical analysis.
- [Data Manipulation Frameworks](https://awesome-repositories.com/f/data-databases/data-manipulation-frameworks.md) — Transforms API responses into tabular data structures for rapid analysis.
- [Fundamental Data Retrieval](https://awesome-repositories.com/f/data-databases/fundamental-data-retrieval.md) — Fetches corporate financial reports and earnings statements to evaluate business performance. ([source](https://github.com/waditu/tushare/tree/master/docs/))

### Scientific & Mathematical Computing

- [Financial Data Libraries](https://awesome-repositories.com/f/scientific-mathematical-computing/financial-data-libraries.md) — Provides a specialized library for fetching and processing financial market data in Python.
- [Algorithmic Trading](https://awesome-repositories.com/f/scientific-mathematical-computing/quantitative-finance/algorithmic-trading.md) — Integrates financial datasets into Python environments to support algorithmic trading strategies.
- [Economic Analysis Tools](https://awesome-repositories.com/f/scientific-mathematical-computing/research-analysis-workflows/economic-analysis-tools.md) — Provides tools for retrieving and analyzing macroeconomic indicators and monetary policy data. ([source](https://github.com/waditu/tushare/tree/master/docs/))

### Business & Productivity Software

- [Corporate Intelligence Tools](https://awesome-repositories.com/f/business-productivity-software/corporate-intelligence-tools.md) — Facilitates access to financial reports for corporate fundamental research and valuation.

### Software Engineering & Architecture

- [Analytical Data Retrieval APIs](https://awesome-repositories.com/f/software-engineering-architecture/data-structures/analytical-data-retrieval-apis.md) — Provides REST-based interfaces for retrieving structured financial datasets.

### System Administration & Monitoring

- [Market Insight Monitors](https://awesome-repositories.com/f/system-administration-monitoring/market-insight-monitors.md) — Monitors national economic statistics to track broader market trends.