tushare-data面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求,转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观...
Install via ClawdBot CLI:
clawdbot install lidayan/tushare-dataGrade Excellent — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://pypi.tuna.tsinghua.edu.cn/simpleAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Financial analysts and quants use Tushare to access real-time and historical market data for backtesting trading algorithms. They can retrieve stock prices, ETF metrics, and fundamental data to develop and validate investment strategies across different asset classes.
Asset managers and individual investors utilize Tushare to track portfolio holdings by fetching daily prices, ETF NAVs, and sector performance data. This enables real-time valuation, risk assessment, and performance reporting for diversified investment portfolios.
Researchers and academics leverage Tushare's comprehensive datasets to conduct empirical studies on market trends, corporate finance, and economic indicators. The API provides structured access to historical stock data, fund metrics, and bond information for statistical analysis.
Developers build financial applications, dashboards, and robo-advisors by integrating Tushare's API to display market data, generate investment insights, and automate data pipelines. The standardized endpoints simplify data ingestion for real-time financial platforms.
Tushare operates on a freemium model where basic data is free, while advanced datasets and higher API call limits require paid subscriptions. Revenue is generated through tiered membership plans for individual developers, enterprises, and institutional clients.
Financial institutions and corporations license Tushare's data feeds for internal use in trading systems, risk management, and reporting tools. Custom data packages and dedicated API support are offered under annual contracts with volume-based pricing.
Tushare monetizes by partnering with fintech platforms, educational institutions, and software vendors that embed its data APIs into their products. Revenue comes from revenue-sharing agreements, white-label solutions, and affiliate programs with financial service providers.
💬 Integration Tip
Ensure the TUSHARE_TOKEN environment variable is set before initializing the pro_api client, and refer to the online documentation for specific endpoint parameters and data formats.
Scored Apr 18, 2026
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