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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.

Repository stars
3,930All-time #15,703
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667
Last push
updated 10 months ago
Repository created
since 2021
Apps & systemsGeneralPythonLicense not declared
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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.

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  • No license declared: commercial use and redistribution terms are unknown.
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3,9303,9313,93111-03 · 3,93010-0710-1210-1710-2210-2711-0111-05

First collected 2026-11-03Measured at 2026-11-03 09:38 UTCSource

Compiled from public project information; not independently tested. · Repository stars, not unique users or individual-skill installs · License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited.