TuShare(开源)
A free, open-source Python library for financial data, providing stock, macroeconomic, and news data for quantitative analysis and research.
Overview
What is TuShare(开源)?
TuShare is an open-source Python package for financial data, offering access to stock market data, macroeconomic indicators, and news events. It simplifies data collection and cleaning, returning data in pandas DataFrame format for easy analysis with tools like NumPy and Matplotlib.
What is TuShare(开源) used for?

Top Features
- Stock data access
- Macroeconomic indicators
- News and event data
- Data storage options
- Compatible with Python 2.x and 3.x
How to use TuShare(开源)?
Install via pip, use Python to call functions for data like historical quotes, financial reports, or macroeconomic stats. Data can be saved to CSV, Excel, HDF5, JSON, or databases like MySQL for further analysis.
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Pros & Cons
Pros
- Free and open-source
- Easy integration with pandas
- Wide range of financial data
- Supports multiple data formats
Cons
- Org version no longer maintained
- Data reliability may vary
- Requires Python and pandas knowledge
Use Cases
- Quantitative investment analysis
- Financial research and modeling
- Educational projects in data analysis
- Developing financial products
TuShare(开源) Pricing
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