2crows3blackcrows3inside3linestrike3outside3starsinsouth3whitesoldiersabandonedbabyadvanceblockbeltholdbreakawayclosingmarubozuconcealbabyswallcounterattackdarkcloudcoverdojidojistardragonflydojiengulfingeveningdojistareveningstargapsidesidewhitegravestonedojihammerhangingmanharamiharamicrosshighwavehikkakehikkakemodhomingpigeonidentical3crowsinneckinsideinvertedhammerkickingkickingbylengthladderbottomlongleggeddojilonglinemarubozumatchinglowmatholdmorningdojistarmorningstaronneckpiercingrickshawmanrisefall3methodsseparatinglinesshootingstarshortlinespinningtopstalledpatternsticksandwichtakuritasukigapthrustingtristarunique3riverupsidegap2crowsxsidegap3methodsHeikin-Ashi: haZ Score: cdl_z
Even Better Sinewave: ebsw
- Awesome Oscillator:
ao - Absolute Price Oscillator:
apo - Bias:
bias - Balance of Power:
bop - BRAR:
brar - Commodity Channel Index:
cci - Chande Forecast Oscillator:
cfo - Center of Gravity:
cg - Chande Momentum Oscillator:
cmo - Coppock Curve:
coppock - Correlation Trend Indicator:
cti - A wrapper for ta.linreg(series, r=True)
- Directional Movement:
dm - Efficiency Ratio:
er - Elder Ray Index:
eri - Fisher Transform:
fisher - Inertia:
inertia - KDJ:
kdj - KST Oscillator:
kst - Moving Average Convergence Divergence:
macd - Momentum:
mom - Pretty Good Oscillator:
pgo - Percentage Price Oscillator:
ppo - Psychological Line:
psl - Percentage Volume Oscillator:
pvo - Quantitative Qualitative Estimation:
qqe - Rate of Change:
roc - Relative Strength Index:
rsi - Relative Strength Xtra:
rsx - Relative Vigor Index:
rvgi - Schaff Trend Cycle:
stc - Slope:
slope - SMI Ergodic smi
- Squeeze:
squeeze - Default is John Carter's. Enable Lazybear's with lazybear=True
- Squeeze Pro:
squeeze_pro - Stochastic Oscillator:
stoch - Stochastic RSI:
stochrsi - TD Sequential:
td_seq - Excluded from df.ta.strategy().
- Trix:
trix - True strength index:
tsi - Ultimate Oscillator:
uo - Williams %R:
willr
- Arnaud Legoux Moving Average:
alma - Double Exponential Moving Average:
dema - Exponential Moving Average:
ema - Fibonacci's Weighted Moving Average:
fwma - Gann High-Low Activator:
hilo - High-Low Average:
hl2 - High-Low-Close Average:
hlc3 - Commonly known as 'Typical Price' in Technical Analysis literature
- Hull Exponential Moving Average:
hma - Holt-Winter Moving Average:
hwma - Ichimoku Kinkō Hyō:
ichimoku - Returns two DataFrames. For more information:
help(ta.ichimoku). - lookahead=False drops the Chikou Span Column to prevent potential data leak.
- Jurik Moving Average:
jma - Kaufman's Adaptive Moving Average:
kama - Linear Regression:
linreg - McGinley Dynamic:
mcgd - Midpoint:
midpoint - Midprice:
midprice - Open-High-Low-Close Average:
ohlc4 - Pascal's Weighted Moving Average:
pwma - WildeR's Moving Average:
rma - Sine Weighted Moving Average:
sinwma - Simple Moving Average:
sma - Ehler's Super Smoother Filter:
ssf - Supertrend:
supertrend - Symmetric Weighted Moving Average:
swma - T3 Moving Average:
t3 - Triple Exponential Moving Average:
tema - Triangular Moving Average:
trima - Variable Index Dynamic Average:
vidya - Volume Weighted Average Price:
vwap - Requires the DataFrame index to be a DatetimeIndex
- Volume Weighted Moving Average:
vwma - Weighted Closing Price:
wcp - Weighted Moving Average:
wma - Zero Lag Moving Average:
zlma
- Draw Down:
drawdown - Log Return:
log_return - Percent Return:
percent_return
- Entropy:
entropy - Kurtosis:
kurtosis - Mean Absolute Deviation:
mad - Median:
median - Quantile:
quantile - Skew:
skew - Standard Deviation:
stdev - Think or Swim Standard Deviation All:
tos_stdevall - Variance:
variance - Z Score:
zscore
- Average Directional Movement Index:
adx - Archer Moving Averages Trends:
amat - Aroon & Aroon Oscillator:
aroon - Choppiness Index:
chop - Chande Kroll Stop:
cksp - Decay:
decay - Formally:
linear_decay - Decreasing:
decreasing - Detrended Price Oscillator:
dpo - Set lookahead=False to disable centering and remove potential data leak.
- Increasing:
increasing - Long Run:
long_run - Parabolic Stop and Reverse:
psar - Q Stick:
qstick - Short Run:
short_run - Trend Signals:
tsignals - TTM Trend:
ttm_trend - Vertical Horizontal Filter:
vhf - Vortex:
vortex - Cross Signals:
xsignals
- Above:
above - Above Value:
above_value - Below:
below - Below Value:
below_value - Cross:
cross
- Aberration:
aberration - Acceleration Bands:
accbands - Average True Range:
atr - Bollinger Bands:
bbands - Donchian Channel:
donchian - Holt-Winter Channel:
hwc - Keltner Channel:
kc - Mass Index:
massi - Normalized Average True Range:
natr - Price Distance:
pdist - Relative Volatility Index:
rvi - Elder's Thermometer:
thermo - True Range:
true_range - Ulcer Index:
ui
- Accumulation/Distribution Index:
ad - Accumulation/Distribution Oscillator:
adosc - Archer On-Balance Volume:
aobv - Chaikin Money Flow:
cmf - Elder's Force Index:
efi - Ease of Movement:
eom - Klinger Volume Oscillator:
kvo - Money Flow Index:
mfi - Negative Volume Index:
nvi - On-Balance Volume:
obv - Positive Volume Index:
pvi - Price-Volume:
pvol - Price Volume Rank:
pvr - Price Volume Trend:
pvt - Volume Profile:
vp
- Compounded Annual Growth Rate:
cagr - Calmar Ratio:
calmar_ratio - Downside Deviation:
downside_deviation - Jensen's Alpha:
jensens_alpha - Log Max Drawdown:
log_max_drawdown - Max Drawdown:
max_drawdown - Pure Profit Score:
pure_profit_score - Sharpe Ratio:
sharpe_ratio - Sortino Ratio:
sortino_ratio - Volatility:
volatility