OpenBB/openbb_platform/extensions/technical

OpenBB Technical Analysis Extension

This extension provides Technical Analysis tools for the OpenBB Platform.

Installation

To install the extension, run the following command in this folder:

pip install openbb-technical

Documentation available here

Endpoint	Category	Description
bbands	overlay	Bollinger Bands — mean +/- N standard deviations.
dema	overlay	Double-smoothed exponential moving average.
donchian	overlay	Donchian channel — rolling high/low envelope.
ema	overlay	Exponential moving average.
frama	overlay	Fractal Adaptive Moving Average — speed varies with fractal dimension.
hma	overlay	Hull moving average — reduced lag.
ichimoku	overlay	Ichimoku Cloud — five-line trend system.
kama	overlay	Kaufman Adaptive Moving Average — speed varies with efficiency.
kc	overlay	Keltner Channels — ATR-scaled envelope around an EMA.
sma	overlay	Simple moving average.
supertrend	overlay	SuperTrend — ATR-anchored trailing band.
tema	overlay	Triple-smoothed exponential moving average.
vwma	overlay	Volume-weighted moving average.
wma	overlay	Weighted moving average — linear weights.
zlma	overlay	Zero-lag exponential moving average.
awesome_oscillator	oscillator	Bill Williams' AO — 5/34 SMA difference of midpoints.
cci	oscillator	Commodity Channel Index — deviation from typical-price MA.
cg	oscillator	Center of Gravity oscillator (Ehlers).
fisher	oscillator	Fisher Transform — Gaussian-shaped oscillator.
mfi	oscillator	Money Flow Index — volume-weighted RSI.
rsi	oscillator	Relative Strength Index — momentum oscillator (0-100).
stoch	oscillator	Stochastic Oscillator — %K and %D bounded 0-100.
trix	oscillator	Triple-smoothed rate of change — noise-filtered momentum.
ultimate_oscillator	oscillator	Three-window weighted momentum oscillator.
williams_r	oscillator	Williams %R — momentum bounded -100 to 0.
adx	trend	Average Directional Index — trend strength (0-100).
aroon	trend	Aroon Up/Down — bars since highest high / lowest low.
choppiness	trend	Choppiness Index — trending vs. ranging classifier.
di	trend	Directional Indicators (+DI, -DI) — bullish/bearish pressure.
macd	trend	MACD — fast/slow EMA difference plus signal line and histogram.
ad	volume	Accumulation/Distribution Line — volume weighted by close-location.
adosc	volume	Chaikin A/D Oscillator — fast EMA minus slow EMA of A/D.
obv	volume	On-Balance Volume — cumulative signed volume.
vwap	volume	Volume-Weighted Average Price, anchored.
atr	volatility	Average True Range — Wilder's volatility measure.
cones	volatility	Volatility cones — per-window realised vs. historical band.
realized_volatility	volatility	Annualised rolling realised volatility (one of six estimators).
realized_volatility_compare	volatility	All six realised-volatility estimators side by side.
demark	structure	DeMark sequential — 9-bar setup count for exhaustion.
fib	structure	Fibonacci retracement levels between a swing high and low.
pivot_points	structure	Pivot-point support/resistance under multiple methods.
autocorrelation	stats	ACF + PACF with significance bands.
clenow	stats	Clenow Volatility-Adjusted Momentum (R^2 * regression slope).
drawdown	stats	Cumulative-return drawdown plus running peak and duration.
hurst	stats	Hurst exponent (R/S and DFA) — long-memory diagnostic.
returns_stats	stats	Distributional and risk-adjusted return statistics.
stationarity	stats	ADF + KPSS unit-root and stationarity tests.
breakouts	signal	Channel-breakout events (Donchian or Bollinger).
candlestick_patterns	signal	Single- and two-bar candlestick pattern detection.
crossovers	signal	Fast/slow moving-average crossover events.
divergences	signal	Bullish/bearish/hidden divergences between price and an oscillator.
oscillator_signals	signal	Oscillator overbought/oversold regime + crossing events.
regime	signal	Trend-strength regime classification + transitions.
correlation	multi	Rolling pairwise correlation of returns across symbols.
correlation_matrix	multi	Snapshot correlation matrix across every symbol.
indicators	multi	Programmatic catalog of all registered endpoints.
multi	multi	Run many indicators on one series and merge by date.
relative_rotation	multi	JdK RS-Ratio + RS-Momentum vs. a benchmark (RRG).
screen	multi	Filter a multi-symbol basket by indicator-driven predicates.