📊 FinMind — world-class open financial data for analysis and learning
FinMind is not just a collection of quotes, but an entire ecosystem of financial data available for free and open source. The project is aimed at researchers, students, investors and enthusiasts who need access to high-quality, up-to-date data without having to pay for expensive subscriptions, such as Bloomberg Terminal or Quandl.
🔍 What you can find in FinMind:
📈 Historical and intraday stock quotes (tick data, candlesticks, volumes)
📊 Financial metrics: PER, PBR, EPS, ROE, etc.
💵 Dividends, company reports, revenue
📉 Options and futures data
🏦 Central bank interest rates, inflation
🛢 Commodity markets and bonds
🧠 Features:
✅Data is regularly updated automatically
✅Convenient and easy-to-learn Python API
✅Documentation and training examples in English and Chinese
✅The ability to quickly build a backtest or conduct market research
💡FinMind is ideal for:
✅Training courses on time series analysis, econometrics, ML in finance
✅Prototyping strategies, without risk and cost
✅University research and hackathons
🤖 GitHub
FinMind is not just a collection of quotes, but an entire ecosystem of financial data available for free and open source. The project is aimed at researchers, students, investors and enthusiasts who need access to high-quality, up-to-date data without having to pay for expensive subscriptions, such as Bloomberg Terminal or Quandl.
🔍 What you can find in FinMind:
📈 Historical and intraday stock quotes (tick data, candlesticks, volumes)
📊 Financial metrics: PER, PBR, EPS, ROE, etc.
💵 Dividends, company reports, revenue
📉 Options and futures data
🏦 Central bank interest rates, inflation
🛢 Commodity markets and bonds
🧠 Features:
✅Data is regularly updated automatically
✅Convenient and easy-to-learn Python API
✅Documentation and training examples in English and Chinese
✅The ability to quickly build a backtest or conduct market research
💡FinMind is ideal for:
✅Training courses on time series analysis, econometrics, ML in finance
✅Prototyping strategies, without risk and cost
✅University research and hackathons
🤖 GitHub