Stock Indicators for Python

Stock Indicators for Python is a library that produces financial market technical indicators. Send in historical price quotes and get back desired indicators such as moving averages, Relative Strength Index, Stochastic Oscillator, Parabolic SAR, etc. Nothing more.

It can be used in any market analysis software using standard OHLCV price quotes for equities, commodities, forex, cryptocurrencies, and others. We had trading algorithms, machine learning, and charting systems in mind when originally creating this community library. Stock Indicators for .NET is also available.

Explore more information:

Samples

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Example usage

from stock_indicators import indicators

# prerequisite: get historical quotes from your own source
quotes = get_historical_quotes()

# example: get 20-period simple moving average
results = indicators.get_sma(quotes, 20)

See the guide and the full list of indicators and overlays for more information.

Python versions supported

Licensed for everyone

Apache 2.0 license badge

This repository uses the standard Apache 2.0 open-source license. Please review the license before using or contributing to the software.

Share your ideas with the community

Need help? Have ideas? Start a new discussion, ask a question 💬, or submit an issue if it is publicly relevant. You can also direct message @daveskender.

Give back with patronage

Thank you for your support! This software is crafted with care by unpaid enthusiasts who 💖 all forms of encouragement. If you or your organization use this library or like what we’re doing, add a ⭐ on the GitHub Repo as a token of appreciation.

If you want to buy us a beer or are interested in ongoing support as a patron, become a sponsor. Patronage motivates continued maintenance and evolution of open-source projects, and to inspire new ones.

Contribute to help others

This PyPI package is an open-source project. If you want to report bugs or contribute fixes, new indicators, or new features, please review our contributing guidelines and the backlog.

Special thanks to all of our community code contributors!

» see our full list of indicators and overlays