Data Pipelines

Akshare

A Python library for accessing financial data with ease.

Status
Generally available
Last checked
Checked · Oct 15, 2026
License
Open source
Pricing
Free tier

What it is

Akshare is an open-source Python library designed to provide a simple and efficient interface for accessing a wide range of financial data. It supports various data types including stocks, bonds, currencies, and economic indicators, making it a versatile tool for financial analysts and data scientists. The library is built with a focus on ease of use, allowing users to quickly integrate financial data into their Python applications. Akshare is actively maintained, with a strong community of contributors and a growing number of users.

Comprehensive financial data access through a single Python library.

When it fits — and when it doesn’t

A good fit for

  • Financial analysts using Python

    Provides comprehensive financial data access within Python.

  • Data scientists working on economic models

    Offers diverse datasets for economic analysis.

Look elsewhere if

  • Developers using languages other than Python

    Library is specifically designed for Python.

  • Users needing real-time data

    May not provide real-time data updates.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited to Python

    Primarily a Python library.

  2. 02

    Requires Python knowledge

    Library usage involves Python programming.

  3. 03

    Potential data source limitations

    Dependent on external data sources.

What it does well

  • Wide range of financial data

    Supports stocks, bonds, currencies, and more.

  • Open-source with MIT license

    Available on GitHub under MIT license.

  • Active community and maintenance

    23 contributors and regular updates.

  • Ease of integration with Python

    Designed specifically for Python applications.

Pricing

Free tier
Yes
Paid from
—
Model
N/A
Enterprise plan
No

Pricing last confirmed Sep 27, 2026.

Performance benchmarks

How Fast Is It?

Set up Akshare

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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Akshare — tracked on AI Navigator

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