mpquant / Ashare
Stock market real-time data interface - A shares, completely free Shanghai and Shenzhen securities stock data - China stock market, Python's simplest encapsulated API interface, including daily lines, historical K lines, time-sharing lines, minute lines, all real-time collection, the system includes Sina Tencent dual data core collection and acquisition, automatic failover, STOCK data format into DataFrame format, can be used to query and study quantitative analysis, stock program automated trading system. It greatly reduces the workload of quantitative researchers in data acquisition, and focuses more on the research and implementation of strategies and models.
Purpose and fit
Author description: Stock market real-time data interface - A shares, completely free Shanghai and Shenzhen securities stock data - China stock market, Python's simplest encapsulated API interface, including daily lines, historical K lines, time-sharing lines, minute lines, all real-time collection, the system includes Sina Tencent dual data core collection and acquisition, automatic failover, STOCK data format into DataFrame format, can be used to query and study quantitative analysis, stock program automated trading system. It greatly reduces the workload of quantitative researchers in data acquisition, and focuses more on the research and implementation of strategies and models.
Basic listing based on official public information; functionality has not been independently evaluated.
Sources: official source 1 · official source 2. Based on public basic information; not an in-depth evaluation.
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Cumulative
Observed Star trendRepository info
Repository stars, not unique users or individual-skill installs
- Type
- Apps & systems
- Subcategory
- General
- Platform
- Not verified
- First collected
- 2026-11-03
- Language
- Python
- License
- License not declared
- Repository created
- 2021-06-11
- Last push
- 2025-12-24
- Measured at
- 2026-11-03 09:38 UTC
- Pricing
- Pricing not verified
- Cost details
- Check current official software, hosting, model and infrastructure pricing.
- Maintenance notes
- Not verified
License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited.
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Historical observations
Raw observations below are not daily gains.
| Measured at | stars | Source |
|---|---|---|
| 2026-11-03 09:38:24 UTC | 3,930 | Source |