# Technical Analysis (/developers/pinets/api-coverage/ta)



### Moving Averages [#moving-averages]

| Function      | Status | Description                              |
| ------------- | ------ | ---------------------------------------- |
| `ta.vwap`     | ✅      | Volume Weighted Average Price (variable) |
| `ta.alma()`   | ✅      | Arnaud Legoux Moving Average             |
| `ta.ema()`    | ✅      | Exponential Moving Average               |
| `ta.hma()`    | ✅      | Hull Moving Average                      |
| `ta.linreg()` | ✅      | Linear Regression                        |
| `ta.rma()`    | ✅      | Rolling/Running Moving Average           |
| `ta.sma()`    | ✅      | Simple Moving Average                    |
| `ta.swma()`   | ✅      | Symmetrically Weighted Moving Average    |
| `ta.vwap()`   | ✅      | Volume Weighted Average Price (function) |
| `ta.vwma()`   | ✅      | Volume Weighted Moving Average           |
| `ta.wma()`    | ✅      | Weighted Moving Average                  |

### Oscillators & Momentum [#oscillators--momentum]

| Function      | Status | Description                           |
| ------------- | ------ | ------------------------------------- |
| `ta.cci()`    | ✅      | Commodity Channel Index               |
| `ta.change()` | ✅      | Price Change                          |
| `ta.cmo()`    | ✅      | Chande Momentum Oscillator            |
| `ta.cog()`    | ✅      | Center of Gravity                     |
| `ta.macd()`   | ✅      | Moving Average Convergence Divergence |
| `ta.mfi()`    | ✅      | Money Flow Index                      |
| `ta.mom()`    | ✅      | Momentum                              |
| `ta.roc()`    | ✅      | Rate of Change                        |
| `ta.rsi()`    | ✅      | Relative Strength Index               |
| `ta.stoch()`  | ✅      | Stochastic Oscillator                 |
| `ta.tsi()`    | ✅      | True Strength Index                   |
| `ta.wpr()`    | ✅      | Williams %R                           |

### Volatility & Range [#volatility--range]

| Function        | Status | Description             |
| --------------- | ------ | ----------------------- |
| `ta.tr`         | ✅      | True Range (variable)   |
| `ta.atr()`      | ✅      | Average True Range      |
| `ta.bb()`       | ✅      | Bollinger Bands         |
| `ta.bbw()`      | ✅      | Bollinger Bands Width   |
| `ta.dev()`      | ✅      | Mean Absolute Deviation |
| `ta.kc()`       | ✅      | Keltner Channels        |
| `ta.kcw()`      | ✅      | Keltner Channels Width  |
| `ta.range()`    | ✅      | Range                   |
| `ta.stdev()`    | ✅      | Standard Deviation      |
| `ta.tr()`       | ✅      | True Range (function)   |
| `ta.variance()` | ✅      | Variance                |

### Volume Indicators [#volume-indicators]

| Function     | Status | Description                                            |
| ------------ | ------ | ------------------------------------------------------ |
| `ta.accdist` | ✅      | Accumulation/Distribution (variable)                   |
| `ta.iii`     | ✅      | Intraday Intensity Index (variable)                    |
| `ta.nvi`     | ✅      | Negative Volume Index (variable)                       |
| `ta.obv`     | ✅      | On-Balance Volume (variable)                           |
| `ta.pvi`     | ✅      | Positive Volume Index (variable)                       |
| `ta.pvt`     | ✅      | Price-Volume Trend (variable)                          |
| `ta.wad`     | ✅      | Williams Accumulation/Distribution (variable)          |
| `ta.wvad`    | ✅      | Williams Variable Accumulation/Distribution (variable) |

### Utility Functions [#utility-functions]

| Function         | Status | Description              |
| ---------------- | ------ | ------------------------ |
| `ta.barssince()` | ✅      | Bars Since Condition     |
| `ta.cum()`       | ✅      | Cumulative Sum           |
| `ta.rci()`       | ✅      | Rank Correlation Index   |
| `ta.valuewhen()` | ✅      | Value When Condition Met |

### Statistical Functions [#statistical-functions]

| Function                               | Status | Description               |
| -------------------------------------- | ------ | ------------------------- |
| `ta.correlation()`                     | ✅      | Correlation Coefficient   |
| `ta.highest()`                         | ✅      | Highest Value             |
| `ta.highestbars()`                     | ✅      | Bars Since Highest        |
| `ta.lowest()`                          | ✅      | Lowest Value              |
| `ta.lowestbars()`                      | ✅      | Bars Since Lowest         |
| `ta.max()`                             | ✅      | Maximum Value             |
| `ta.median()`                          | ✅      | Median Value              |
| `ta.min()`                             | ✅      | Minimum Value             |
| `ta.mode()`                            | ✅      | Mode Value                |
| `ta.percentile_linear_interpolation()` | ✅      | Percentile (Linear)       |
| `ta.percentile_nearest_rank()`         | ✅      | Percentile (Nearest Rank) |
| `ta.percentrank()`                     | ✅      | Percentile Rank           |

### Trend Analysis [#trend-analysis]

| Function          | Status | Description                        |
| ----------------- | ------ | ---------------------------------- |
| `ta.cross()`      | ✅      | Cross Detection (either direction) |
| `ta.crossover()`  | ✅      | Crossover Detection                |
| `ta.crossunder()` | ✅      | Crossunder Detection               |
| `ta.dmi()`        | ✅      | Directional Movement Index         |
| `ta.falling()`    | ✅      | Falling Trend Detection            |
| `ta.rising()`     | ✅      | Rising Trend Detection             |
| `ta.sar()`        | ✅      | Parabolic SAR                      |
| `ta.supertrend()` | ✅      | SuperTrend Indicator               |

### Support & Resistance [#support--resistance]

| Function                  | Status | Description          |
| ------------------------- | ------ | -------------------- |
| `ta.pivot_point_levels()` | ✅      | Pivot Point Levels   |
| `ta.pivothigh()`          | ✅      | Pivot High Detection |
| `ta.pivotlow()`           | ✅      | Pivot Low Detection  |