# Coverage of indicators

| Indicator | QuanTAlib | TA-LIB | Skender | Pandas-TA |
|--|:--:|:--:|:--:|:--:|
| **Basics** |||||
| OC2 - (Open+Close)/2 |✔️|||✔️|
| HL2 - (High+Low)/2 |✔️|||✔️|
| HLC3 - Typical Price |✔️|||✔️|
| OHL3 - (Open+High+Low)/3 |✔️|||✔️|
| OHLC4 - (O+H+L+C)/4 |✔️|||✔️|
| HLCC4 - Weighted Price |✔️||✔️|✔️|
| ZL - Zero Lag - De-lagged price |✔️|||✔️|
| ADD - Addition |✔️|✔️|||
| SUB - Subtraction |✔️|✔️|||
| MUL - Multiplication |✔️|✔️|||
| DIV - Division |✔️|✔️|||
||||||
| **Statistics** |||||
| BETA - Beta coefficient |||✔️||
| BIAS - Bias |✔️|||✔️|
| ENTR - Entropy |✔️|||✔️|
| KUR - Kurtosis |✔️|||✔️|
| LINREG - Linear Regression |✔️|✔️|✔️||
| MAD - Mean Absolute Deviation |✔️||✔️|✔️|
| MAPE - Mean Absolute Percent Error |✔️||✔️||
| MAX - Max value |✔️|✔️|||
| MIN - Min value |✔️|✔️|||
| MED - Median value |✔️|✔️||✔️|
| MSE - Mean Squared Error |✔️||✔️||
| PSDEV - Population Standard Deviation |✔️||||
| PVAR - Population Variance |✔️||||
| QUANTILE ||||✔️|
| SKEW - Skewness ||||✔️|
| SMAPE - Symmetric Mean Absolute Percent Error |✔️||||
| SDEV - Sample Standard Deviation |✔️|✔️|✔️|✔️|
| VAR - Sample Variance |✔️|||✔️|
| WMAPE - Weighted Mean Absolute Percent Error |✔️||||
| ZSCORE |||✔️|✔️|
||||||
| **Moving Averages** |||||
| AFIRMA - Autoregressive Finite Impulse Response Moving Average |||||
| ALMA - Arnaud Legoux Moving Average |✔️||✔️|✔️|
| ARIMA - Autoregressive Integrated Moving Average |||||
| ATR - Average True Range |✔️|✔️|✔️|✔️|
| ATRP - Average True Range Percent |✔️||✔️||
| DEMA - Double EMA |✔️|✔️|✔️|✔️|
| EMA - Exponential Moving Average |✔️|✔️|✔️|✔️|
| EPMA - Endpoint Moving Average |||✔️||
| FWMA - Fibonacci's Weighted Moving Average ||||✔️|
| HEMA - Hull Exponential Moving Average |✔️||||
| HMA - Hull  Moving Average |✔️||✔️|✔️|
| HWMA - Holt-Winter Moving Average ||||✔️|
| JMA - Jurik Moving Average |✔️|||✔️|
| KAMA - Kaufman's Adaptive Moving Average |✔️|✔️|✔️|✔️|
| LSMA - Least Squares Moving Average |||✔️||
| MACD - Moving Average Convergence/Divergence |✔️|✔️|✔️|✔️|
| MAMA - MESA Adaptive Moving Average ||✔️|✔️||
| MMA - Modified Moving Average |||✔️||
| NATR - Normalized Average True Range ||✔️|✔️|✔️|
| PPMA - Pivot Point Moving Average |||✔️||
| PWMA - Pascal's Weighted Moving Average ||||✔️|
| RMA - WildeR's Moving Average |✔️|||✔️|
| SINWMA - Sine Weighted Moving Average ||||✔️|
| SMA - Simple Moving Average |✔️|✔️|✔️|✔️|
| SMMA - Smoothed Moving Average |✔️||✔️||
| STOCH - Stochastic Oscillator ||✔️|✔️|✔️|
| SSF - Ehler's Super Smoother Filter ||||✔️|
| SUP - Supertrend |||✔️|✔️|
| SWMA - Symmetric Weighted Moving Average ||||✔️|
| T3 - Tillson T3 Moving Average ||✔️|✔️|✔️|
| TEMA - Triple EMA |✔️|✔️|✔️|✔️|
| TRIMA - Triangular Moving Average ||✔️||✔️|
| VIDYA - Variable Index Dynamic Average ||||✔️|
| VWAP - Volume Weighted Average Price |||✔️|✔️|
| VWMA - Volume Weighted Moving Average |||✔️|✔️|
| WMA - Weighted Moving Average |✔️|✔️|✔️|✔️|
| ZLEMA - Zero Lag EMA |✔️|||✔️|
||||||
| **Oscillators and Indices** |||||
| AC - Acceleration Oscillator ||||✔️|
| AD - Chaikin Accumulation Distribution ||✔️|✔️|✔️|
| ADOSC - Chaikin Accumulation Distribution Oscillator ||✔️|✔️||
| ADX - Average Directional Movement Index ||✔️|✔️|✔️|
| ADXR - Average Directional Movement Index Rating ||✔️|✔️||
| AO - Awesome Oscillator |||✔️|✔️|
| APO - Absolute Price Oscillator ||✔️||✔️|
| AROON - Aroon oscillator ||✔️|✔️|✔️|
| BBANDS - Bollinger Bands ||✔️|✔️|✔️|
| BOP - Balance of Power ||✔️|✔️|✔️|
| CCI - Commodity Channel Index |✔️|✔️|✔️|✔️|
| CFO - Chande Forcast Oscillator ||||✔️|
| CMF - Chaikin Money Flow |||✔️|✔️|
| CMO - Chande Momentum Oscillator ||✔️||✔️|
| COG - Center of Gravity ||||✔️|
| CRSI - Connor RSI |||✔️||
| CTI - Ehler's Correlation Trend Indicator ||||✔️|
| DMI - Directional Movement Index ||✔️|✔️|✔️|
| EFI - Elder Ray's Force Index |||✔️|✔️|
| GAT - Alligator oscillator |||✔️||
| KRI - Kairi Relative Index |||||
| KVO - Klinger Volume Oscillator |||✔️|✔️|
| MFI - Money Flow Index ||✔️|✔️|✔️|
| MOM - Momentum |||✔️|✔️|
| NVI - Negative Volume Index ||||✔️|
| PO - Price Oscillator ||||✔️|
| PPO - Percentage Price Oscillator ||✔️||✔️|
| PVI - Positive Volume Index ||||✔️|
| RSI - Relative Strength Index |✔️|✔️|✔️|✔️|
| RVGI - Relative Vigor Index ||||✔️|
| SRSI - Stochastic RSI |||✔️|✔️|
| TRIX - 1-day ROC of TEMA ||✔️|✔️|✔️|
| TSI - True Strength Index |||✔️|✔️|
| UI - Ulcer Index |||✔️|✔️|
| UO - Ultimate Oscillator ||✔️|✔️|✔️|
| WGAT - Williams Alligator |||✔️||
||||||
| **Volume** |||||
| AOBV - Archer On-Balance Volume ||||✔️|
| OBV - On-Balance Volume ||✔️|✔️|✔️|
| PRS - Price Relative Strength |||✔️||
| PVOL - Price-Volume |||||
| PVR - Price Volume Rank ||||✔️|
| PVT - Price Volume Trend ||||✔️|
| VP - Volume Profile ||||✔️|
||||||
|**Unsorted**|||||
| CHN - Price Channel |||✔️||
| COPPOCK - Coppock Curve ||||✔️|
| CORREL - Pearson's Correlation Coefficient ||✔️|✔️||
| EOM - Ease of Movement ||||✔️|
| HILO - Gann High-Low Activator ||||✔️|
| HV - Historical Volatility |||✔️||
| HT - HT Trendline |||✔️||
| ICH - Ichimoku |||✔️|✔️|
| MCGD - McGinley Dynamic ||||✔️|
| ROC - Rate of Change ||✔️|✔️|✔️|
| SAR - Parabolic Stop and Reverse ||✔️|✔️|✔️|
| STC - Schaff Trend Cycle |||✔️|✔️|
| TR - True Range ||✔️|✔️|✔️|
| WILLR - Larry Williams' %R ||✔️|✔️|✔️|
| HURST - Hurst Exponent |||✔️||
| VOR - Vortex Indicator |||✔️|✔️|
| DON - Donchian Channels |||✔️|✔️|
| FCB - Fractal Chaos Bands |||✔️||
| KEL - Keltner Channels |||✔️|✔️|
| PVT - Pivot Points |||✔️||
| STARC - Starc Bands |||✔️||
| DPO - De-trended Price Oscillator |||✔️|✔️|
| KDJ - KDJ Index |||✔️|✔️|
| SMI - Stochastic Momentum Index |||✔️|✔️|
| CHAND - Chandelier Exit |||✔️||
| VSTOP - Volatility Stop |||✔️||
| PVO - Percentage Volume Oscillator |||✔️|✔️|
| Hilbert Transform Instantaneous Trendline |||||
| PMO - Price Momentum Oscillator |||✔️||