Volume Divergence Tracker

# Volume Divergence Tracker - Price to volume correlation

*Category: Volume | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1*

## Short description

> Measures the rolling correlation between the size of price moves and the change in volume. It recognises when movement loses the support of participation.

### Overview

In a healthy market price and volume move together: price advances when participation arrives and slows when it withdraws. It is a relationship so obvious it is taken for granted, and precisely for that reason its breakdown often goes unnoticed. Volume Divergence Tracker measures it explicitly with the linear correlation coefficient between the size of price moves and the change in volume, computed over a rolling window. When the correlation collapses to zero or turns negative the link has broken: price keeps moving but volume no longer accompanies it, or volume rises without price progressing. Both situations describe a move that has lost its support, and the correlation recognises them before they become visible on the price chart.

### How the calculation works

1. The first series is the absolute close change: what matters is how much price moved, not in which direction.
2. The second series is the change in volume versus the previous bar, not volume itself.
3. On each window the means of both series are computed, then the covariance and variances relative to those means.
4. The correlation coefficient is the covariance divided by the root of the product of the two variances.
5. A zero denominator means one of the series is constant: in that case there is no correlation to measure and the value stays at zero.
6. The result is clamped between minus one and plus one to correct small overshoots caused by rounding.

### How to use it

- Correlation in the green zone means movement is supported: the context in which breakouts work.
- A drop in correlation during a trend is an early warning: the move continues but is no longer accompanied by participation.
- Negative correlation describes an anomalous situation, where volume rises precisely as price stalls: often absorption.
- Use it as a context quality filter rather than a signal: it says whether to trust the move, not where it will go.
- Short windows make the correlation very unstable: below twenty bars the coefficient is dominated by chance.

### Who it is for and on which timeframes

It suits traders who want to assess the quality of a move before trading it, and system builders whose logic must switch off when context deteriorates. It works from M15 to D1. It does not require knowing how a correlation is computed, but understanding that a value near zero means absence of a link, not a negative link, avoids the most common reading error. It works on any instrument, with the usual caveat that on forex tick volume is an approximation.

### Practical example of reading a signal

On NASDAQ100 H1 the market has been rising for two weeks and the correlation sits steadily above 0.5, in the green zone: every price advance is accompanied by rising volume, the move is supported. Then the correlation falls to 0.1 over three days while price keeps making new highs. The link has broken: price rises but volume no longer follows. This is not a sell signal, but it is the end of the favourable context: the trader stops adding to the position and tightens the stop. Over the following sessions the correlation turns negative and price begins to fall.

## Input parameters

| Parameter | Default | Description |
|---|---|---|
| `InpWindow` | 40 | Window over which the correlation is computed. Below twenty bars the coefficient becomes chance dominated and meaningless. |
| `InpSignalPeriod` | 9 | Period of the signal average overlaid on the histogram. |
| `InpHealthyLevel` | 0.35 | Correlation beyond which the price to volume link is deemed healthy. |
| `InpBrokenLevel` | -0.20 | Correlation below which the link is deemed inverted. If the thresholds are inconsistent, the indicator separates them automatically. |
| `InpUseRealVolume` | false | With true, real volume is used when available; with false, or in its absence, tick volume. |

## Advantages / strengths

- It explicitly measures a relationship everyone takes for granted and whose breakdown almost always goes unnoticed.
- The correlation coefficient has a fixed, interpretable scale, independent of instrument and timeframe.
- It provides an early warning: the link breaks before price shows weakness.
- It explicitly handles the constant series case, where correlation is undefined.

## Limitations and warnings

- Correlation measures the linear link: non-linear relationships between price and volume escape it entirely.
- On short windows the coefficient is very unstable and can change sign through pure sampling variability.
- It does not distinguish price direction, by construction: it uses the absolute change.
- On forex tick volume introduces noise that systematically lowers the measured correlation.

**No repaint:** values printed on a closed bar are never modified afterwards.

**Disclaimer.** This product is a technical analysis tool, not an automated trading system, and it offers no profit guarantee whatsoever. Financial markets carry the risk of total loss of the invested capital. Past performance is not indicative of future results. Every signal must be confirmed with your own analysis, a money management plan and prior testing on a demo account. The author is not responsible for trading decisions taken on the basis of this indicator.

## Suggested tags / keywords for MQL5

`volume`, `correlation`, `divergence`, `confirmation`, `trend quality`, `statistics`, `no repaint`, `early warning`
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# Adaptive Slope Ribbon - ATR-normalised regression slope ribbon *Category: Trend | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Five linear regression slopes over growing horizons, normalised in ATR units and comparable across instruments. The histogram shows the mean slope coloured by the level of agreement between time scales. ## Fu
# Fractal Trend Channel - Structural channel from confirmed swings *Category: Trend | Difficulty: beginner | Window: chart window (overlaid on price) | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Step channel built from the last confirmed fractal swings, with a midline coloured by market structure: higher highs and lows, lower highs and lows, or mixed structure. ### Overview Reading structure through
# Volatility Adaptive MA - Variable speed moving average *Category: Trend | Difficulty: intermediate | Window: chart window (overlaid on price) | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M5, M15, M30, H1, H4* ## Short description > A moving average whose smoothing factor is driven by the ratio between short and long term volatility: it accelerates during breakouts and slows down in compressed phases, cutting false crossovers. ### Overview Eve
# Trend Persistence Index - Persistence versus randomness *Category: Trend | Difficulty: advanced | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M30, H1, H4, D1* ## Short description > Compares the direction changes actually observed with those expected from a purely random series. Above zero the market persists in one direction, below zero it keeps flipping. ### Overview In a random walk the sign of the
# Kalman Trend Filter - Level and velocity Kalman filter *Category: Trend | Difficulty: advanced | Window: chart window (overlaid on price) | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > A two state Kalman filter that simultaneously estimates price level and velocity. The gain self-adjusts: it trusts the model when data are consistent and re-adapts immediately to shocks. ### Overview The Kalman filter
# Multi Scale Trend Agreement - Consensus across eight horizons *Category: Trend | Difficulty: beginner | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M5, M15, M30, H1, H4, D1* ## Short description > Checks price position against its own average on eight geometrically spaced scales and condenses the result into a single score from -100 to +100. ### Overview A trend worth the name is recognised from whatev
# Directional Efficiency - Net path versus gross path *Category: Trend | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Signed ratio between the net distance travelled by price and the gross path actually covered. It separates straight trends from disorderly advances that burn capital. ### Overview Two markets can rise by the same amoun
# Trend Age Counter - Regime age versus typical duration *Category: Trend | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M30, H1, H4, D1* ## Short description > Counts how many bars the current regime has lasted and compares it with the average duration of all past regimes on the same instrument. It measures trend maturity, not strength. ### Overview Every trend indicator answer
# Regression Confidence Baseline - Bands on residual error *Category: Trend | Difficulty: intermediate | Window: chart window (overlaid on price) | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Linear regression baseline with bands built on the residual standard error instead of the price standard deviation. Bands widen when the move loses order, not when price runs. ### Overview Classic volatility band
# Trend Exhaustion Meter - Composite exhaustion score *Category: Trend | Difficulty: advanced | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M30, H1, H4, D1* ## Short description > A 0 to 100 score combining stretch from the mean, directional saturation and momentum fade. It measures the continuation risk of a move, not its reversal. ### Overview No single symptom says a trend is about to end, but when se
# Normalized Momentum Z - Momentum in standard scores *Category: Momentum | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Standardises momentum against its own recent historical distribution and returns a z score. A value of +2 marks a thrust stronger than roughly 97 per cent of the instrument recent moves. ### Overview Raw momentum ha
# Momentum Curvature - Acceleration versus velocity *Category: Momentum | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Measures price acceleration, the second derivative of the smoothed series, and compares it with velocity. It detects loss of thrust before direction changes. ### Overview Anyone who drives knows the brake pedal acts o
# Rate Of Change Spectrum - Which horizon is driving *Category: Momentum | Difficulty: advanced | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M30, H1, H4, D1* ## Short description > Standardises the rate of change over six horizons and identifies which one is driving the move. It shows the dominant scale score and its rank. ### Overview Knowing the market is rising tells you little. Knowing whether it ri
# Impulse Strength Gauge - Movement weighted by volume *Category: Momentum | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M5, M15, M30, H1, H4* ## Short description > Weights every bar by combining body size in ATR units with volume relative to its average, then accumulates the contributions. It separates wide but empty bars from genuinely supported impulses. ### Overview A wide
# Dual Horizon Momentum Delta - Short versus long, time corrected *Category: Momentum | Difficulty: advanced | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Compares momentum on two horizons after normalising them by the square root of time, a correction without which the long horizon would always look larger by pure construction. ### Overview Directly comparing
# Impulse Retrace Ratio - Impulse size versus retracement size *Category: Momentum | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Groups consecutive same sign changes into runs and compares the average size of bullish runs with that of bearish ones. It measures whether impulses are larger, not more numerous. ### Overview A healthy upt
# Momentum Thrust Counter - Counting thrusts beyond threshold *Category: Momentum | Difficulty: beginner | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Counts bars moving beyond an ATR multiple and reports the net balance. The total line separates calm from battle, both of which show a balance near zero. ### Overview Most bars on a chart carry no information: t
# Momentum Divergence Scanner - Divergences without repaint *Category: Momentum | Difficulty: intermediate | Window: chart window (overlaid on price) | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Flags price to momentum divergences using confirmed swings only. The arrow appears on confirmation and is never withdrawn, unlike almost every other divergence indicator. ### Overview Almost every divergence
# Elastic Momentum Band - Momentum driven asymmetric channel *Category: Momentum | Difficulty: intermediate | Window: chart window (overlaid on price) | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4* ## Short description > A channel deforming with momentum: the band favouring the move draws closer to the average, the opposite one moves away. It makes breaks in direction easier and counter breaks more selective. ### Overview A symm
# Momentum Entropy Filter - Order versus randomness in thrusts *Category: Momentum | Difficulty: advanced | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M30, H1, H4, D1* ## Short description > Computes the Shannon entropy of the recent momentum distribution and converts it into an order score from 0 to 100. It separates markets with recurring structure from those without regularity. ### Overview Shannon e
# Realized Volatility Cone - Historical volatility percentiles *Category: Volatility | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M30, H1, H4, D1* ## Short description > Draws realized volatility together with the percentiles of its own historical distribution. It tells whether the current level is high or low for that specific instrument. ### Overview Knowing that realized vo
# Volatility Forecast EWMA - Forecasting the next bar *Category: Volatility | Difficulty: advanced | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Estimates next bar volatility with an EWMA model on variance, the same scheme used in portfolio risk management, alongside the volatility actually observed. ### Overview Every volatility indicator looks backwards and
# Volatility Regime Classifier - Classification with hysteresis *Category: Volatility | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Classifies volatility into four regimes using a hysteresis state machine, eliminating the constant flipping typical of fixed thresholds. The active threshold is drawn. ### Overview Classifying volatility
# Garman Klass Volatility - An estimator using the whole OHLC *Category: Volatility | Difficulty: advanced | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > A volatility estimator using open, high, low and close instead of closes only. Its ratio to the classic estimate separates intra-bar movement from close-to-close movement. ### Overview The standard deviation o
# Overnight Gap Risk - The risk stops cannot cover *Category: Volatility | Difficulty: intermediate | Window: separate window below the chart | Markets: Stocks | Suggested timeframes: H1, H4, D1* ## Short description > Splits each bar change into gap and intra-bar movement, and reports the share of risk attributable to gaps, the part no stop can protect against. ### Overview The risk of a position held past the close is not the same as that of the same position closed intraday, and the dif
# Volatility Breakout Projection - Levels projected from the open *Category: Volatility | Difficulty: beginner | Window: chart window (overlaid on price) | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M5, M15, M30, H1* ## Short description > Anchors a reference to each session open and projects two pairs of levels computed as fractions of the average daily range. Levels stay fixed for the whole session. ### Overview If an instrument covers on ave
# Compression Expansion Detector - Squeeze and release *Category: Volatility | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M15, M30, H1, H4, D1* ## Short description > Measures how far short term volatility has narrowed relative to the reference, counts how many bars the compression has lasted and highlights the bars following the release. ### Overview Volatility is not stable:
# Intraday Volatility Seasonality - Hourly volatility profile *Category: Volatility | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: M5, M15, M30, H1* ## Short description > Builds the instrument average hourly volatility profile and compares it with the actual range of the current bar. It separates normally quiet hours from genuine anomalies. ### Overview Intraday volatility is n
# Downside Upside Vol Ratio - Risk asymmetry *Category: Volatility | Difficulty: intermediate | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: H1, H4, D1* ## Short description > Computes two separate semi-deviations, one on negative returns only and one on positive ones, and reports their proportion. It measures an asymmetry standard deviation conceals. ### Overview Standard deviation treats an upward and a
# Volatility Shock Decay - Half-life of post-shock recovery *Category: Volatility | Difficulty: advanced | Window: separate window below the chart | Markets: Universal (Forex, indices, commodities, crypto, stocks) | Suggested timeframes: H1, H4, D1* ## Short description > Estimates the persistence coefficient of volatility and derives its half-life, how many bars a deviation from normal needs to halve. It also shows the size of the current shock. ### Overview When volatility explodes, the
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