OpenAlgo - Python Tutorial Series - Part 5 - Technical Indicators
OpenAlgo Python SDK Tutorial — Part 5: Technical Indicators
Learn how to use OpenAlgo's built-in technical analysis library with 100+ indicators. Import ta from openalgo and
get instant access to EMA, RSI, Supertrend, Bollinger Bands, MACD, ATR, VWAP, and many more — all optimized with
NumPy, Numba acceleration, and seamless Pandas integration.
📌 Timestamps:
0:00 — Intro
0:02 — 100+ Technical Indicators Overview
0:37 — Fetching Historical Data (client.history)
1:07 — Broker Supported Intervals (client.intervals)
1:34 — Broker Data Availability & API Charges
2:09 — EMA — Exponential Moving Average
2:36 — RSI — Relative Strength Index
2:58 — Supertrend Indicator
3:26 — Bollinger Bands
3:53 — MACD — Moving Average Convergence Divergence
4:18 — ATR — Average True Range
4:42 — VWAP — Volume Weighted Average Price
5:04 — Utility Functions (crossover, crossunder)
5:26 — Performance: NumPy, Numba & Pandas
5:52 — Combined Strategy Example
6:17 — More Indicators (Stochastic, ADX, Ichimoku, OBV)
6:46 — Best Practices
7:11 — Closing & Next Steps
📚 Key Concepts:
• from openalgo import ta — access 100+ indicators
• 6 categories: Trend, Momentum, Volatility, Volume, Oscillators, Statistical
• Fetch up to 5 years of OHLCV data with client.history()
• Check broker intervals with client.intervals()
• EMA crossovers (Golden Cross / Death Cross)
• RSI overbought/oversold zones (70/30)
• Supertrend direction signals (-1 = bullish, 1 = bearish)
• Bollinger Bands squeeze for breakout detection
• MACD signal line crossovers
• ATR-based dynamic stop loss & position sizing
• VWAP as intraday support/resistance
• Crossover & crossunder utility functions
• NumPy + Numba acceleration for millisecond computation
🔗 Links:
• OpenAlgo Docs: https://docs.openalgo.in
• Python SDK Docs: https://docs.openalgo.in/trading-plat...
• OpenAlgo GitHub: https://github.com/marketcalls/openalgo
• Part 1 — SDK Setup & Basic Functions
• Part 2 — PlaceSmartOrder
• Part 3 — Options Trading
• Part 4 — WebSocket Streaming
100+ Indicator docs : https://docs.openalgo.in/trading-plat...
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