My Smart Volume Profile – Fixed
Title: 🔹 My Smart Volume Profile – Fixed
Description:
Lightweight custom Volume Profile showing POC, VAH, and VAL levels from recent bars. Highlights the value area, marks price touches, and supports optional alerts.
Developer Note:
Created with precision and simplicity by Magnergy
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My Smart Volume Profile – Fixed
Title: 🔹 My Smart Volume Profile – Fixed
Description:
Lightweight custom Volume Profile showing POC, VAH, and VAL levels from recent bars. Highlights the value area, marks price touches, and supports optional alerts.
Developer Note:
Created with precision and simplicity by Magnergy
Simple Volume Profile with POC (Daily/4H Sessions) [Enhanced]Simple Volume Profile with a Point of Control (POC). The script does the following:
Accumulates volume in user-defined “bins” (price buckets) for a session.
Resets the volume accumulation each new “session”:
On a Daily chart, it considers weekly sessions (resets each Monday).
On a 4H chart, it considers daily sessions (resets at the start of each trading day).
Finds the Point of Control (the price bin with the highest accumulated volume).
Plots the histogram and the POC line on the chart.
Intraday Volume Profile [BigBeluga]The Intraday Volume Profile aims to show delta volume on lower timeframes to spot trapped shorts at the bottom or trapped longs at the top, with buyers pushing the price up at the bottom and sellers at the top acting as resistance.
🔶 FEATURES
The indicator includes the following features:
LTF Delta precision (timeframe)
Sensibility color - adjust gradient color sensitivity
Source - source of the candle to use as the main delta calculation
Color mode - display delta coloring in different ways
🔶 DELTA EXAMPLE
In the image above, we can see how delta is created.
If delta is positive, we know that buyers have control over sellers, while if delta is negative, we know sellers have control over buyers.
Using this data, we can spot interesting trades and identify trapped individuals within the candle.
🔶 HOW TO USE
In the image above, we can see how shorts are trapped at the bottom of the wick (red + at the bottom), leading to a pump also called a "short squeeze."
Same example as before, but with trapped longs (blue + at the top).
This can also work as basic support and resistance, for example, trapped shorts at the bottom with positive delta at the bottom acting as strong support for price.
Users can have the option to also display delta data within the corresponding levels, showing Buyers vs Sellers for more precise trading ideas.
NOTE:
User can only display the most recent data for the last 8 buyers and sellers.
It is recommended to use a hollow candle while using this script.
Ice Cream Volume Profile [Visible range]While exploring the new Pine Script feature, Polylines, I've created a fun project called the
Ice Cream Volume Profile for the visible range.
This fun project serves several purposes:
It displays the level at which the most trades (volume) occur.
It provides Delta volume information.
It counts how many times a bar closed within this level.
It assists in drawing support and resistance zones.
It aids in interpreting volume data.
The top part of the ice cream cone changes color as follows:
Green: When the bullish volume exceeds 55% of the total volume.
Red: When the bearish volume surpasses 55% of the total volume.
Yellow: When neither Green nor Red exceeds 55% of the total volume.
Polylines are an excellent feature that enables us to create even more intriguing visuals in Pine Script.
Zanger Volume Profile ZVR v1This is an attempt to make a zanger volume profile indicator, it needs improvement and some sort of forward looking volume estimator.
Rotation Factor: Buy/Sell Pressure for Market/Volume ProfileRotation Factor is a simple formula to figure out the buy and sell pressure of the overall day. Rotation Factor is usually combined with Market Profile or Volume Profile analysis. It is designed to be used on the 30min timeframe with a 1D interval reset. It can be used on other timeframes, but results will vary. Some Rotation Factor traders like to use it on a daily with a 1M interval reset for longer term trading.
The formula is very clean because it only focuses on price action, highs and lows. The formula is as follows:
Current Bar makes Higher High and Higher Low +2 points
Current Bar makes Lower High and Lower Low -2 Points
Current Bar makes Higher High and Lower Low 0 Points
Current Bar makes Lower High and Higher Low 0 Points
Current High and Previous High are Equal and Higher Low +1 Points
Current Bar makes Higher High but Current and Previous lows are equal +1 Points
Current Bar makes Lower High but Current and Previous lows are equal -1 Points
Current High and Previous High are Equal and Lower Low -1 Points
I hope you enjoy this indicator, if you have any questions let me know in the comments.
Poor man's volume profileThis is an attempt to get something more or less similar to the volume profile for free.
The code is generated using a template. To change the settings, you may need to regenerate the code. The code has a link to the repository with the template.
Volume Profile: Intra-bar VolumeThis indicator was developed as part of a free blog post tutorial on the Backtest-Rookies website for detailed code commentary, head over there.
Scope
The indicator shall attempt to do the following:
Look at a lower time-frame. E.g 5 minutes when on a 1-hour chart.
Create a function to loop through through candles and make an assessment.
If the candle it closed up, the volume will be categorized as buying volume. Conversely, if it closed down, the volume will be categorized as selling volume
The function will then be passed to the security() function to run on a lower timeframe.
All buying volume and selling volume from the lower time-frame shall be summed and displayed on the main chart.
Important Note
This indicator will not give you genuine buying or selling volume. It simply follows the assumption that if price closed up, there must have been more buyers than sellers and if it closed down we assume the opposite.
Usage
In order to use this indicator, users will need to calculate how many lower time-frame bars are contained in the time-frame on the main chart. So for example, the default settings are configured for the indicator to be run on the 1H chart. As a result, we need to set the "Bars on Lower Timeframe" input to 12. This is because there are 12 x 5-minute bars in 60 minutes.
VP-Period with Previous Day Levels & Historical POC# Volume Profile with Previous Day Levels & Historical POCs
## Description
Comprehensive indicator combining Volume Profile analysis, previous day levels, and historical POC (Point of Control) levels for advanced technical analysis.
## Key Features
### Volume Profile
- **Customizable period**: 3 to 500 days
- **Calculation resolution**: 400 to 700 points
- **Current VPOC**: Point of Control line for current period
- **Volume bars**: graphical display of volume profile distribution
### Historical POCs
- **POC history**: up to 20 previous days
- **Time labels**: shows how many days ago for each POC
- **Dashed lines**: easy identification of historical levels
### Previous Day Levels (last 5 days)
- **High/Low**: daily highs and lows
- **Midpoint**: 50% level (High+Low)/2
- **Open/Close**: opening and closing prices
- **Progressive thickness**: day 1 thicker, decreasing for previous days
## Customization
- Fully configurable colors for each element
- Toggle on/off switches for every component
- Different line styles (solid, dashed, dotted)
## Usage
Perfect for traders using volume analysis and support/resistance based on previous daily levels. Ideal for identifying key zones and significant breakout points.
Volume Profile + Price Action Strategy (POC-based)This indicator combines volume dynamics, price action patterns, and a simplified Point of Control (POC) to highlight potential high-probability trade zones.
🔍 Key Features
POC-Based Logic
Plots the POC from the most recent closed 10-minute candle as a horizontal level for intraday structure.
Volume Spike Detection
Highlights unusual activity based on volume compared to the average of the last N candles.
Effort vs. Result Analysis
Based on Wyckoff-inspired logic:
Absorption: Large volume, small body → possible buyer/seller absorption
False Move: Small volume, large body → potential fakeout
Price Action Recognition Detects:
Inside Bars
Pin Bars
Engulfing Candles
Signal Highlights
🔺 Absorption Signals (below bar, teal triangle)
🔻 False Move Signals (above bar, orange triangle)
🔷 POC Line
⚙️ Customizable Inputs
You can control signal sensitivity with these inputs:
Volume Spike Multiplier
Raise to filter only extreme volume spikes
→ Recommended: 2.0 to 3.0 for cleaner setups
Absorption Body Ratio
Lower to detect only very small bodies (tight candles)
→ Try 0.3 to 0.4 for stricter absorption logic
False Move Body Ratio
Raise to catch only large candles on low volume
→ Use 2.0+ to filter weak moves
🧠 How to Use
Use in confluence with:
Support/Resistance
VWAP or moving averages
Session opens/closes
Best on 10-minute charts, but adjustable
✅ Signal Tuning Tips
Want fewer but cleaner signals?
Increase Volume Spike Multiplier: 2.5+
Decrease Absorption Body Ratio: 0.3
Increase False Move Ratio: 2.0+
Want more frequent signals?
Lower Volume Multiplier: 1.2–1.5
Raise Absorption Ratio: 0.6+
Lower False Move Ratio: 1.2–1.4
📊 Recommended Timeframe
Optimized for 10-minute charts
Works intraday, especially around session opens and POC re-tests
⚠️ Disclaimer
This script is for educational and informational purposes only. It does not constitute financial advice or a recommendation to buy or sell any asset. Past performance is not indicative of future results. Always do your own research and consult a licensed financial advisor before making trading decisions.
Use at your own risk.
Volume Profile Volume Delta OI Delta [Kioseff Trading]Hello!
This script serves to distinguish volume delta for any asset and open interest delta for Binance perpetual futures.
The image above provides further explanation of functionality and color correspondence.
The image above shows the indicator calculating volume at each tick level and displaying the metric.
The label color outline (neon effect) is configurable; the image above is absent the feature.
The image above shows Open Interest (OI) Delta calculated - similar to how the script calculates volume delta - for a Binance Perpetual Future pair.
This feature only works for Binance Futures pairs; the script will not load when trying to calculate OI Delta on other assets.
Additionally, a heatmap is displayable should you configure the indicator to calculate it.
The image above shows a heatmap using volume delta calculations.
The image above shows a heatmap using OI delta calculations.
Of course, these calculations - when absent requisite data - require some assumptions to better replicate calculations with access to requisite data.
The indicator assumes a 60/40 split when a tick level is traded at and only one metric - "buy volume" or "sell volume" is recorded. This means there shouldn't be any levels recorded where "buy volume" is greater than 0 and "sell volume" equals 0 and vice versa. While this assumption was performed arbitrarily, it may help better replicate volume delta and OI delta calculations seen on other charting platforms.
This option is configurable; you can select to have the script not assume a 60/40 split and instead record volume "as is" at the corresponding tick level.
The script also divides volume and open interest if a one-minute bar violates multiple tick levels. The volume or open interest generated on the one-minute bar will be divided by the number of tick levels it exceeds. The results are, subsequently, appended to the violated tick levels.
Further, the script can be set to recalculate after a user-defined time threshold is exceeded. You can also define the percentage or tick distance between levels.
Also, it'd be great if this indicator can nicely replicate volume delta indicators on other charting platforms. If you've any ideas on how price action can be used to better assume volume at the corresponding price area please let me know!
Thank you (:
Volume Profile S/R + OB/OS + BreaksAs a support resistance trader I have created this indicator that shows SR lines. RSI over bought and over sold. I also added momentum candle.
It's easy to use. The arrows show over bought and over sold, that's where I start to be interested. Confirmation is if we are near a support/resistance area. shown as a red/green line.
Don't just trade the RSI, Be patient and only take the perfekt setups.
I't clean, it's simple it works.
Volume Profile Bar-Magnified Order Blocks [JacobMagleby]djfkudfudgfdsfhdcjdgcgbkdcjbfsdhgfhgignhdghklgdlgdkgnhdghnfjknvlskvmjldkvmjlkfgmjlfgvjljm
Liquidity Sentiment Profile [LuxAlgo]The Liquidity Sentiment Profile is an advanced charting tool that measures by combining PRICE and VOLUME data over specified anchored periods and highlights within a sequence of profiles the distribution of the liquidity and the market sentiment at specific price levels.
The Liquidity Sentiment Profile allows traders to reveal significant price levels, dominant market sentiment, support and resistance levels, supply and demand zones, liquidity availability levels, liquidity gaps, consolidation zones, and more based on price and volume data.
Liquidity refers to the availability of orders at specific price levels in the market, allowing transactions to occur smoothly.
🔶 USAGE
A Liquidity Sentiment Profile is a combination of a liquidity and a sentiment profile, where the right part of the profile displays the distribution of the traded activity at different price levels and the left part displays the market sentiment at those price levels.
The Liquidity Sentiment Profiles are visualized with different colors, where each color has a different meaning.
The Liquidity Sentiment Profiles aim to present Value Areas based on the significance of price levels, thus allowing users to identify value areas that can be formed more than once within the range of a single profile.
Level of Significance Line - displays the changes in the price levels with the highest traded activity (developing POC)
🔶 SETTINGS
The script takes into account user-defined parameters and plots the profiles, where detailed usage for each user-defined input parameter in indicator settings is provided with the related input's tooltip.
🔹 Liquidity Sentiment Profiles
Anchor Period: The indicator resolution is set by the input of the Anchor Period, the default option is AUTO.
🔹 Liquidity Profile Settings
Liquidity Profile: Toggles the visibility of the Liquidity Profiles
High Traded Nodes: Threshold and Color option for High Traded Nodes
Average Traded Nodes: Color option for Average Traded Nodes
Low Traded Nodes: Threshold and Color option for Low Traded Nodes
🔹 Sentiment Profile Settings
Sentiment Profile: Toggles the visibility of the Sentiment Profiles
Bullish Nodes: Color option for Bullish Nodes
Bearish Nodes: Color option for Bearish Nodes
🔹 Other Settings
Level of Significance: Toggles the visibility of the Level of Significance Line
Profile Price Levels: Toggles the visibility of the Profile Price Levels
Number of Rows: Specify how many rows each profile histogram will have. Caution, having it set to high values will quickly hit Pine Script™ drawing objects limit and fewer historical profiles will be displayed
Profile Width %: Alters the width of the rows in the histogram, relative to the profile length
Profile Range Background Fill: Toggles the visibility of the Profiles Range
🔶 LIMITATIONS
The amount of drawing objects that can be used is limited, as such using a high number of rows can display fewer historical profiles and occasionally incomplete profiles.
🔶 RELATED SCRIPTS
🔹 Buyside-Sellside-Liquidity
🔹 ICT-Concepts
🔹 Swing-Volume-Profiles
Punji's Dynamic Monthly EMA/SMA 5,9,21,50Punji's Dynamic Monthly EMA/SMA 5,9,21,50
Overview:
This indicator displays monthly timeframe moving averages as horizontal dotted lines extending to the right of your chart, regardless of what timeframe you're currently viewing. It includes four key monthly moving averages: EMA 5, EMA 9, EMA 21, and SMA 50.
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Key Features:
Clean Chart Design
Unlike traditional moving average lines that clutter your chart with curves across all candles, this indicator uses horizontal dotted lines that extend only from the current price level to the right edge of your screen. The dotted line style creates clear visual breaks while maintaining readability.
Multi-Timeframe Analysis
View monthly moving averages on any timeframe (1min, 5min, 15min, 1hr, 4hr, daily, weekly, etc.) without switching charts. Perfect for traders who want to see the highest timeframe context while trading any lower timeframe.
Fully Customizable
Toggle each moving average on/off independently
Adjust the period length for each MA (default: 5, 9, 21, 50)
Customize colors for each line (default gradient: green → teal → yellow → red)
Master toggle to show/hide all monthly lines at once
All lines use dotted style for clear visual distinction
Professional Color Scheme
EMA 5: Bright Green (#4CAF50)
EMA 9: Teal (#009688)
EMA 21: Yellow (#FFEB3B)
SMA 50: Light Red (#FF6B6B)
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Benefits of Horizontal Dotted Lines:
Reduced Visual Noise
Horizontal lines keep your price action clean and easy to read while still providing critical monthly support/resistance levels. The dotted style adds visual distinction without being overwhelming.
Focus on Current Monthly Levels
What matters most is where the monthly MAs are NOW relative to price - horizontal lines highlight this instantly without requiring you to trace curved lines backward through history.
Better Price Action Visibility
See candlestick patterns, volume profiles, and support/resistance levels clearly without MA lines crossing through them. Your chart remains uncluttered and analysis-ready.
Quick Reference for Monthly Context
Instantly identify if price is above or below key monthly moving averages without following curved lines across the chart. Perfect for all traders who need to respect monthly structure and major trend direction.
Professional Appearance
Clean, minimalist design with dotted lines preferred by institutional traders and technical analysts who value both aesthetics and functionality.
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Use Cases:
Position Traders & Investors
Monitor monthly moving averages for major trend direction and long-term support/resistance zones. Monthly levels are among the most significant in technical analysis.
Swing Traders
Track monthly moving averages as major dynamic support/resistance levels for position sizing and risk management. Monthly levels often represent the strongest market structure.
Multi-Timeframe Analysis
Combine with daily and weekly charts to see complete timeframe confluence. Monthly levels provide the macro trend context for all trading decisions.
Trend Identification
Quickly identify monthly trend direction and major reversal zones. When price is above all monthly MAs, the macro trend is bullish; below all MAs indicates bearish monthly structure.
Risk Management
Use monthly moving averages as ultimate stop-loss zones for long-term positions. Breaking monthly MAs often signals significant trend changes.
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Technical Specifications:
Pine Script v5
Timeframe: Monthly (M)
Moving Averages: EMA 5, EMA 9, EMA 21, SMA 50
Line Style: Dotted (all lines)
Line Width: 2
Overlay: True (displays on main chart)
Resource Usage: Minimal (4 security calls)
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Best Practices:
Combine with PUNJI Dynamic Daily & Weekly EMA/SMA Indicators
For the ultimate multi-timeframe analysis, use this monthly indicator alongside "Punjis Dynamic Daily EMA/SMA 5,9,21,50,100,200 Levels" (solid lines) and "Punji's Dynamic Weekly EMA/SMA 5,9,21,50" (dashed lines). The three PUNJI indicators together provide complete insight into daily, weekly, and monthly market structure without cluttering your chart. Daily = Solid lines, Weekly = Dashed lines, Monthly = Dotted lines. This combination gives you a complete view of all major timeframe levels simultaneously.
Respect Monthly Structure
Monthly moving averages carry the most significant weight in technical analysis. Use them as major support/resistance zones and ultimate trend filters for all your trading decisions.
Customize to Your Strategy
Adjust the lengths and colors to match your personal trading methodology. Some traders prefer different EMA/SMA periods based on their market and investment timeframe.
Keep Charts Clean
Toggle off lines you're not actively using to maintain maximum chart clarity. The master toggle allows quick show/hide of all monthly levels.
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This indicator is perfect for traders and investors who want to maintain awareness of monthly market structure and major trend direction while keeping their charts clean, professional, and easy to read.
Punji's Dynamic Weekly EMA/SMA 5,9,21,50Punji's Dynamic Weekly EMA/SMA 5,9,21,50
Overview:
This indicator displays weekly timeframe moving averages as horizontal dashed lines extending to the right of your chart, regardless of what timeframe you're currently viewing. It includes four key weekly moving averages: EMA 5, EMA 9, EMA 21, and SMA 50.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Key Features:
Clean Chart Design
Unlike traditional moving average lines that clutter your chart with curves across all candles, this indicator uses horizontal dashed lines that extend only from the current price level to the right edge of your screen. The dashed line style creates clear visual breaks while maintaining readability.
Multi-Timeframe Analysis
View weekly moving averages on any intraday timeframe (1min, 5min, 15min, 1hr, 4hr, daily, etc.) without switching charts. Perfect for traders who want to see higher timeframe context while trading shorter timeframes.
Fully Customizable
Toggle each moving average on/off independently
Adjust the period length for each MA (default: 5, 9, 21, 50)
Customize colors for each line (default gradient: green → teal → yellow → red)
Master toggle to show/hide all weekly lines at once
All lines use dashed style for clear visual distinction
Professional Color Scheme
EMA 5: Bright Green (#4CAF50)
EMA 9: Teal (#009688)
EMA 21: Yellow (#FFEB3B)
SMA 50: Light Red (#FF6B6B)
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Benefits of Horizontal Dashed Lines:
Reduced Visual Noise
Horizontal lines keep your price action clean and easy to read while still providing critical weekly support/resistance levels. The dashed style adds visual interest without being overwhelming.
Focus on Current Weekly Levels
What matters most is where the weekly MAs are NOW relative to price - horizontal lines highlight this instantly without requiring you to trace curved lines backward through history.
Better Price Action Visibility
See candlestick patterns, volume profiles, and support/resistance levels clearly without MA lines crossing through them. Your chart remains uncluttered and analysis-ready.
Quick Reference for Weekly Context
Instantly identify if price is above or below key weekly moving averages without following curved lines across the chart. Perfect for intraday traders who need to respect weekly structure.
Professional Appearance
Clean, minimalist design with dashed lines preferred by institutional traders and technical analysts who value both aesthetics and functionality.
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Use Cases:
Day Traders
Monitor higher timeframe weekly levels on intraday charts (5min, 15min, 1hr) to stay aware of major support/resistance zones and trend direction from the weekly perspective.
Swing Traders
Track weekly moving averages as dynamic support/resistance levels for position entries and exits. Weekly levels often act as strong magnets for price action.
Multi-Timeframe Analysis
Combine with daily or 4-hour charts to see multiple timeframe confluence without cluttering your workspace with overlapping curved lines.
Trend Identification
Quickly identify weekly trend direction and potential reversal zones. When price is above all weekly MAs, the weekly trend is bullish; below all MAs indicates bearish weekly structure.
Clean Workspace Trading
Ideal for price action traders who need clean charts for pattern recognition, order flow analysis, and technical setups without visual interference from traditional moving averages.
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Technical Specifications:
Pine Script v5
Timeframe: Weekly (W)
Moving Averages: EMA 5, EMA 9, EMA 21, SMA 50
Line Style: Dashed (all lines)
Line Width: 2
Overlay: True (displays on main chart)
Resource Usage: Minimal (4 security calls)
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Best Practices:
Combine with PUNJI Dynamic Daily & Monthly EMA/SMA Indicators
Use this alongside "Punjis Dynamic Daily EMA/SMA 5,9,21,50,100,200 Levels" (solid lines) and "Punji's Dynamic Monthly EMA/SMA 5,9,21,50" (dotted lines) for complete multi-timeframe analysis. The three indicators together provide comprehensive insight into daily, weekly, and monthly market structure without cluttering your chart. Daily = Solid lines, Weekly = Dashed lines, Monthly = Dotted lines.
Respect Weekly Structure
Weekly moving averages carry significant weight in the market. Use them as major support/resistance zones and trend filters for your trading decisions.
Customize to Your Strategy
Adjust the lengths and colors to match your personal trading methodology. Some traders prefer different EMA/SMA periods based on their market and timeframe.
Keep Charts Clean
Toggle off lines you're not actively using to maintain maximum chart clarity. The master toggle allows quick show/hide of all weekly levels.
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This indicator is perfect for traders who want to maintain awareness of weekly market structure while keeping their charts clean, professional, and easy to read.
Punji's Dynamic Weekly EMA/SMA 5,9,21,50Punji's Dynamic Weekly EMA/SMA 5,9,21,50
Overview:
This indicator displays weekly timeframe moving averages as horizontal dashed lines extending to the right of your chart, regardless of what timeframe you're currently viewing. It includes four key weekly moving averages: EMA 5, EMA 9, EMA 21, and SMA 50.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Key Features:
Clean Chart Design
Unlike traditional moving average lines that clutter your chart with curves across all candles, this indicator uses horizontal dashed lines that extend only from the current price level to the right edge of your screen. The dashed line style creates clear visual breaks while maintaining readability.
Multi-Timeframe Analysis
View weekly moving averages on any intraday timeframe (1min, 5min, 15min, 1hr, 4hr, daily, etc.) without switching charts. Perfect for traders who want to see higher timeframe context while trading shorter timeframes.
Fully Customizable
Toggle each moving average on/off independently
Adjust the period length for each MA (default: 5, 9, 21, 50)
Customize colors for each line (default gradient: green → teal → yellow → red)
Master toggle to show/hide all weekly lines at once
All lines use dashed style for clear visual distinction
Professional Color Scheme
EMA 5: Bright Green (#4CAF50)
EMA 9: Teal (#009688)
EMA 21: Yellow (#FFEB3B)
SMA 50: Light Red (#FF6B6B)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Benefits of Horizontal Dashed Lines:
Reduced Visual Noise
Horizontal lines keep your price action clean and easy to read while still providing critical weekly support/resistance levels. The dashed style adds visual interest without being overwhelming.
Focus on Current Weekly Levels
What matters most is where the weekly MAs are NOW relative to price - horizontal lines highlight this instantly without requiring you to trace curved lines backward through history.
Better Price Action Visibility
See candlestick patterns, volume profiles, and support/resistance levels clearly without MA lines crossing through them. Your chart remains uncluttered and analysis-ready.
Quick Reference for Weekly Context
Instantly identify if price is above or below key weekly moving averages without following curved lines across the chart. Perfect for intraday traders who need to respect weekly structure.
Professional Appearance
Clean, minimalist design with dashed lines preferred by institutional traders and technical analysts who value both aesthetics and functionality.
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Use Cases:
Day Traders
Monitor higher timeframe weekly levels on intraday charts (5min, 15min, 1hr) to stay aware of major support/resistance zones and trend direction from the weekly perspective.
Swing Traders
Track weekly moving averages as dynamic support/resistance levels for position entries and exits. Weekly levels often act as strong magnets for price action.
Multi-Timeframe Analysis
Combine with daily or 4-hour charts to see multiple timeframe confluence without cluttering your workspace with overlapping curved lines.
Trend Identification
Quickly identify weekly trend direction and potential reversal zones. When price is above all weekly MAs, the weekly trend is bullish; below all MAs indicates bearish weekly structure.
Clean Workspace Trading
Ideal for price action traders who need clean charts for pattern recognition, order flow analysis, and technical setups without visual interference from traditional moving averages.
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Technical Specifications:
Pine Script v5
Timeframe: Weekly (W)
Moving Averages: EMA 5, EMA 9, EMA 21, SMA 50
Line Style: Dashed (all lines)
Line Width: 2
Overlay: True (displays on main chart)
Resource Usage: Minimal (4 security calls)
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Best Practices:
Combine with PUNJI Dynamic Daily & Monthly EMA/SMA Indicators
Use this alongside "Punjis Dynamic Daily EMA/SMA 5,9,21,50,100,200 Levels" (solid lines) and "Punji's Dynamic Monthly EMA/SMA 5,9,21,50" (dotted lines) for complete multi-timeframe analysis. The three indicators together provide comprehensive insight into daily, weekly, and monthly market structure without cluttering your chart. Daily = Solid lines, Weekly = Dashed lines, Monthly = Dotted lines.
Respect Weekly Structure
Weekly moving averages carry significant weight in the market. Use them as major support/resistance zones and trend filters for your trading decisions.
Customize to Your Strategy
Adjust the lengths and colors to match your personal trading methodology. Some traders prefer different EMA/SMA periods based on their market and timeframe.
Keep Charts Clean
Toggle off lines you're not actively using to maintain maximum chart clarity. The master toggle allows quick show/hide of all weekly levels.
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This indicator is perfect for traders who want to maintain awareness of weekly market structure while keeping their charts clean, professional, and easy to read.
Punji's Dynamic Weekly EMA/SMA 5,9,21,50Punji's Dynamic Weekly EMA/SMA 5,9,21,50
Overview:
This indicator displays weekly timeframe moving averages as horizontal dashed lines extending to the right of your chart, regardless of what timeframe you're currently viewing. It includes four key weekly moving averages: EMA 5, EMA 9, EMA 21, and SMA 50.
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Key Features:
Clean Chart Design
Unlike traditional moving average lines that clutter your chart with curves across all candles, this indicator uses horizontal dashed lines that extend only from the current price level to the right edge of your screen. The dashed line style creates clear visual breaks while maintaining readability.
Multi-Timeframe Analysis
View weekly moving averages on any intraday timeframe (1min, 5min, 15min, 1hr, 4hr, daily, etc.) without switching charts. Perfect for traders who want to see higher timeframe context while trading shorter timeframes.
Fully Customizable
Toggle each moving average on/off independently Adjust the period length for each MA (default: 5, 9, 21, 50) Customize colors for each line (default gradient: green → teal → yellow → red) Master toggle to show/hide all weekly lines at once All lines use dashed style for clear visual distinction
Professional Color Scheme
EMA 5: Bright Green (#4CAF50) EMA 9: Teal (
#009688) EMA 21: Yellow (#FFEB3B) SMA 50: Light Red (
#FF6B6B)
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Benefits of Horizontal Dashed Lines:
Reduced Visual Noise
Horizontal lines keep your price action clean and easy to read while still providing critical weekly support/resistance levels. The dashed style adds visual interest without being overwhelming.
Focus on Current Weekly Levels
What matters most is where the weekly MAs are NOW relative to price - horizontal lines highlight this instantly without requiring you to trace curved lines backward through history.
Better Price Action Visibility
See candlestick patterns, volume profiles, and support/resistance levels clearly without MA lines crossing through them. Your chart remains uncluttered and analysis-ready.
Quick Reference for Weekly Context
Instantly identify if price is above or below key weekly moving averages without following curved lines across the chart. Perfect for intraday traders who need to respect weekly structure.
Professional Appearance
Clean, minimalist design with dashed lines preferred by institutional traders and technical analysts who value both aesthetics and functionality.
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Use Cases:
Day Traders
Monitor higher timeframe weekly levels on intraday charts (5min, 15min, 1hr) to stay aware of major support/resistance zones and trend direction from the weekly perspective.
Swing Traders
Track weekly moving averages as dynamic support/resistance levels for position entries and exits. Weekly levels often act as strong magnets for price action.
Multi-Timeframe Analysis
Combine with daily or 4-hour charts to see multiple timeframe confluence without cluttering your workspace with overlapping curved lines.
Trend Identification
Quickly identify weekly trend direction and potential reversal zones. When price is above all weekly MAs, the weekly trend is bullish; below all MAs indicates bearish weekly structure.
Clean Workspace Trading
Ideal for price action traders who need clean charts for pattern recognition, order flow analysis, and technical setups without visual interference from traditional moving averages.
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Technical Specifications:
Pine Script v5 Timeframe: Weekly (W) Moving Averages: EMA 5, EMA 9, EMA 21, SMA 50 Line Style: Dashed (all lines) Line Width: 2 Overlay: True (displays on main chart) Resource Usage: Minimal (4 security calls)
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Best Practices:
Combine with PUNJI Dynamic Daily EMA/SMA Indicator
Use this alongside "Punjis Dynamic Daily EMA/SMA 5,9,21,50,100,200 Levels" for complete multi-timeframe analysis. The daily indicator uses solid lines while this weekly indicator uses dashed lines for easy visual distinction. Together, they provide comprehensive insight into both daily and weekly market structure without cluttering your chart.
Respect Weekly Structure
Weekly moving averages carry significant weight in the market. Use them as major support/resistance zones and trend filters for your trading decisions.
Customize to Your Strategy
Adjust the lengths and colors to match your personal trading methodology. Some traders prefer different EMA/SMA periods based on their market and timeframe.
Keep Charts Clean
Toggle off lines you're not actively using to maintain maximum chart clarity. The master toggle allows quick show/hide of all weekly levels.
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This indicator is perfect for traders who want to maintain awareness of weekly market structure while keeping their charts clean, professional, and easy to read.
Volume/Market ProfileVolume/Market Profile is a 2 in 1 Volume Profile and Market Profile Indicator.
This indicator is my own calculations for compiling a volume profile and market profile.
The profile is progressively calculated live as the chart develops.
I have made use of both Boxes AND Lines to allow me to display a finer granularity profile by displaying up to twice the max amount of lines allowed in tradingview.
I have spent a lot of time to make sure the values are getting appended exactly as intended so that I can assure this profile is operating as precisely as possible within the limitations of the data available.
To make my calculations easier to use in other places, I have made my volume profile a function that can be extracted and used whenever you need values from a volume profile.
Feel free to read through the script if you don't understand how this profile is developed. I have made a commentary of my volume profile function to help you understand what exactly happens to compile the profiles.
As mentioned before, This indicator doubles as a market profile. To view both at the same time you will need to add the indicator on your chart twice.
I have built in comprehensive customizations to allow you to display your profiles however fits your needs.
Timeframe: The aggregation period for profiles, to see a 1 week profile, change the timeframe to 1 week.
Note: You can add custom timeframes by adding a custom timeframe in your chart timeframe dropdown menu. When you add timeframes in this area, they appear as options within indicators with the timeframe input.
Sensitivity: Allows for greater or less granularity changes. The calculation method for granularity automatically changes depending on the range of your chart.
Note: Multiply this value by 100 and that will be the max range (in ticks) of your price before the indicator automatically adjusts to make the profile less granular. (ex. If price ranges $1, and 1 tick is $0.01, granularity will be 0.01 with a sensitivity of 1+)
Value Area %: % of total volume to display as the value zone. (_% of total profile values are contained within the value zone)
Calculate as Market Profile: Uses a 1 Instead of the candle volume, to display a Market Profile. (If selected POC -> TPOC)
Display Size: Sets the # of bars from the profile axis to the profile's max value. If set negative, profile will be displayed left of axis, if positive, profile will be displayed to the right of the axis.
Display Offset: Sets the # of bars in front(or behind) the current chart bar to set the axis of the profile. If negative, the axis will be to the left of the current chart bar, if positive the axis will be right of the current chart bar.
Display Historical POC/VAH/VAL: Choose to display historical poc,vah,val lines.
Colors: I'm not explaining colors.
Enjoy!
LibVPrfLibrary "LibVPrf"
This library provides an object-oriented framework for volume
profile analysis in Pine Script®. It is built around the `VProf`
User-Defined Type (UDT), which encapsulates all data, settings,
and statistical metrics for a single profile, enabling stateful
analysis with on-demand calculations.
Key Features:
1. **Object-Oriented Design (UDT):** The library is built around
the `VProf` UDT. This object encapsulates all profile data
and provides methods for its full lifecycle management,
including creation, cloning, clearing, and merging of profiles.
2. **Volume Allocation (`AllotMode`):** Offers two methods for
allocating a bar's volume:
- **Classic:** Assigns the entire bar's volume to the close
price bucket.
- **PDF:** Distributes volume across the bar's range using a
statistical price distribution model from the `LibBrSt` library.
3. **Buy/Sell Volume Splitting (`SplitMode`):** Provides methods
for classifying volume into buying and selling pressure:
- **Classic:** Classifies volume based on the bar's color (Close vs. Open).
- **Dynamic:** A specific model that analyzes candle structure
(body vs. wicks) and a short-term trend factor to
estimate the buy/sell share at each price level.
4. **Statistical Analysis (On-Demand):** Offers a suite of
statistical metrics calculated using a "Lazy Evaluation"
pattern (computed only when requested via `get...` methods):
- **Central Tendency:** Point of Control (POC), VWAP, and Median.
- **Dispersion:** Value Area (VA) and Population Standard Deviation.
- **Shape:** Skewness and Excess Kurtosis.
- **Delta:** Cumulative Volume Delta, including its
historical high/low watermarks.
5. **Structural Analysis:** Includes a parameter-free method
(`getSegments`) to decompose a profile into its fundamental
unimodal segments, allowing for modality detection (e.g.,
identifying bimodal profiles).
6. **Dynamic Profile Management:**
- **Auto-Fitting:** Profiles set to `dynamic = true` will
automatically expand their price range to fit new data.
- **Manipulation:** The resolution, price range, and Value Area
of a dynamic profile can be changed at any time. This
triggers a resampling process that uses a **linear
interpolation model** to re-bucket existing volume.
- **Assumption:** Non-dynamic profiles are fixed and will throw
a `runtime.error` if `addBar` is called with data
outside their initial range.
7. **Bucket-Level Access:** Provides getter methods for direct
iteration and analysis of the raw buy/sell volume and price
boundaries of each individual price bucket.
---
**DISCLAIMER**
This library is provided "AS IS" and for informational and
educational purposes only. It does not constitute financial,
investment, or trading advice.
The author assumes no liability for any errors, inaccuracies,
or omissions in the code. Using this library to build
trading indicators or strategies is entirely at your own risk.
As a developer using this library, you are solely responsible
for the rigorous testing, validation, and performance of any
scripts you create based on these functions. The author shall
not be held liable for any financial losses incurred directly
or indirectly from the use of this library or any scripts
derived from it.
create(buckets, rangeUp, rangeLo, dynamic, valueArea, allot, estimator, cdfSteps, split, trendLen)
Construct a new `VProf` object with fixed bucket count & range.
Parameters:
buckets (int) : series int number of price buckets ≥ 1
rangeUp (float) : series float upper price bound (absolute)
rangeLo (float) : series float lower price bound (absolute)
dynamic (bool) : series bool Flag for dynamic adaption of profile ranges
valueArea (int) : series int Percentage of total volume to include in the Value Area (1..100)
allot (series AllotMode) : series AllotMode Allocation mode `classic` or `pdf` (default `classic`)
estimator (series PriceEst enum from AustrianTradingMachine/LibBrSt/1) : series LibBrSt.PriceEst PDF model when `model == PDF`. (deflault = 'uniform')
cdfSteps (int) : series int even #sub-intervals for Simpson rule (default 20)
split (series SplitMode) : series SplitMode Buy/Sell determination (default `classic`)
trendLen (int) : series int Look‑back bars for trend factor (default 3)
Returns: VProf freshly initialised profile
method clone(self)
Create a deep copy of the volume profile.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object to copy
Returns: VProf A new, independent copy of the profile
method clear(self)
Reset all bucket tallies while keeping configuration intact.
Namespace types: VProf
Parameters:
self (VProf) : VProf profile object
Returns: VProf cleared profile (chaining)
method merge(self, srcABuy, srcASell, srcRangeUp, srcRangeLo, srcCvd, srcCvdHi, srcCvdLo)
Merges volume data from a source profile into the current profile.
If resizing is needed, it performs a high-fidelity re-bucketing of existing
volume using a linear interpolation model inferred from neighboring buckets,
preventing aliasing artifacts and ensuring accurate volume preservation.
Namespace types: VProf
Parameters:
self (VProf) : VProf The target profile object to merge into.
srcABuy (array) : array The source profile's buy volume bucket array.
srcASell (array) : array The source profile's sell volume bucket array.
srcRangeUp (float) : series float The upper price bound of the source profile.
srcRangeLo (float) : series float The lower price bound of the source profile.
srcCvd (float) : series float The final Cumulative Volume Delta (CVD) value of the source profile.
srcCvdHi (float) : series float The historical high-water mark of the CVD from the source profile.
srcCvdLo (float) : series float The historical low-water mark of the CVD from the source profile.
Returns: VProf `self` (chaining), now containing the merged data.
method addBar(self, offset)
Add current bar’s volume to the profile (call once per realtime bar).
classic mode: allocates all volume to the close bucket and classifies
by `close >= open`. PDF mode: distributes volume across buckets by the
estimator’s CDF mass. For `split = dynamic`, the buy/sell share per
price is computed via context-driven piecewise s(u).
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object
offset (int) : series int To offset the calculated bar
Returns: VProf `self` (method chaining)
method setBuckets(self, buckets)
Sets the number of buckets for the volume profile.
Behavior depends on the `isDynamic` flag.
- If `dynamic = true`: Works on filled profiles by re-bucketing to a new resolution.
- If `dynamic = false`: Only works on empty profiles to prevent accidental changes.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object
buckets (int) : series int The new number of buckets
Returns: VProf `self` (chaining)
method setRanges(self, rangeUp, rangeLo)
Sets the price range for the volume profile.
Behavior depends on the `dynamic` flag.
- If `dynamic = true`: Works on filled profiles by re-bucketing existing volume.
- If `dynamic = false`: Only works on empty profiles to prevent accidental changes.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object
rangeUp (float) : series float The new upper price bound
rangeLo (float) : series float The new lower price bound
Returns: VProf `self` (chaining)
method setValueArea(self, valueArea)
Set the percentage of volume for the Value Area. If the value
changes, the profile is finalized again.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object
valueArea (int) : series int The new Value Area percentage (0..100)
Returns: VProf `self` (chaining)
method getBktBuyVol(self, idx)
Get Buy volume of a bucket.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object
idx (int) : series int Bucket index
Returns: series float Buy volume ≥ 0
method getBktSellVol(self, idx)
Get Sell volume of a bucket.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object
idx (int) : series int Bucket index
Returns: series float Sell volume ≥ 0
method getBktBnds(self, idx)
Get Bounds of a bucket.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object
idx (int) : series int Bucket index
Returns:
up series float The upper price bound of the bucket.
lo series float The lower price bound of the bucket.
method getPoc(self)
Get POC information.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object
Returns:
pocIndex series int The index of the Point of Control (POC) bucket.
pocPrice. series float The mid-price of the Point of Control (POC) bucket.
method getVA(self)
Get Value Area (VA) information.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object
Returns:
vaUpIndex series int The index of the upper bound bucket of the Value Area.
vaUpPrice series float The upper price bound of the Value Area.
vaLoIndex series int The index of the lower bound bucket of the Value Area.
vaLoPrice series float The lower price bound of the Value Area.
method getMedian(self)
Get the profile's median price and its bucket index. Calculates the value on-demand if stale.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object.
Returns:
medianIndex series int The index of the bucket containing the Median.
medianPrice series float The Median price of the profile.
method getVwap(self)
Get the profile's VWAP and its bucket index. Calculates the value on-demand if stale.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object.
Returns:
vwapIndex series int The index of the bucket containing the VWAP.
vwapPrice series float The Volume Weighted Average Price of the profile.
method getStdDev(self)
Get the profile's volume-weighted standard deviation. Calculates the value on-demand if stale.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object.
Returns: series float The Standard deviation of the profile.
method getSkewness(self)
Get the profile's skewness. Calculates the value on-demand if stale.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object.
Returns: series float The Skewness of the profile.
method getKurtosis(self)
Get the profile's excess kurtosis. Calculates the value on-demand if stale.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object.
Returns: series float The Kurtosis of the profile.
method getSegments(self)
Get the profile's fundamental unimodal segments. Calculates on-demand if stale.
Uses a parameter-free, pivot-based recursive algorithm.
Namespace types: VProf
Parameters:
self (VProf) : VProf The profile object.
Returns: matrix A 2-column matrix where each row is an pair.
method getCvd(self)
Cumulative Volume Delta (CVD) like metric over all buckets.
Namespace types: VProf
Parameters:
self (VProf) : VProf Profile object.
Returns:
cvd series float The final Cumulative Volume Delta (Total Buy Vol - Total Sell Vol).
cvdHi series float The running high-water mark of the CVD as volume was added.
cvdLo series float The running low-water mark of the CVD as volume was added.
VProf
VProf Bucketed Buy/Sell volume profile plus meta information.
Fields:
buckets (series int) : int Number of price buckets (granularity ≥1)
rangeUp (series float) : float Upper price range (absolute)
rangeLo (series float) : float Lower price range (absolute)
dynamic (series bool) : bool Flag for dynamic adaption of profile ranges
valueArea (series int) : int Percentage of total volume to include in the Value Area (1..100)
allot (series AllotMode) : AllotMode Allocation mode `classic` or `pdf`
estimator (series PriceEst enum from AustrianTradingMachine/LibBrSt/1) : LibBrSt.PriceEst Price density model when `model == PDF`
cdfSteps (series int) : int Simpson integration resolution (even ≥2)
split (series SplitMode) : SplitMode Buy/Sell split strategy per bar
trendLen (series int) : int Look‑back length for trend factor (≥1)
maxBkt (series int) : int User-defined number of buckets (unclamped)
aBuy (array) : array Buy volume per bucket
aSell (array) : array Sell volume per bucket
cvd (series float) : float Final Cumulative Volume Delta (Total Buy Vol - Total Sell Vol).
cvdHi (series float) : float Running high-water mark of the CVD as volume was added.
cvdLo (series float) : float Running low-water mark of the CVD as volume was added.
poc (series int) : int Index of max‑volume bucket (POC). Is `na` until calculated.
vaUp (series int) : int Index of upper Value‑Area bound. Is `na` until calculated.
vaLo (series int) : int Index of lower value‑Area bound. Is `na` until calculated.
median (series float) : float Median price of the volume distribution. Is `na` until calculated.
vwap (series float) : float Profile VWAP (Volume Weighted Average Price). Is `na` until calculated.
stdDev (series float) : float Standard Deviation of volume around the VWAP. Is `na` until calculated.
skewness (series float) : float Skewness of the volume distribution. Is `na` until calculated.
kurtosis (series float) : float Excess Kurtosis of the volume distribution. Is `na` until calculated.
segments (matrix) : matrix A 2-column matrix where each row is an pair. Is `na` until calculated.
Realtime 5D Profile [LucF]█ OVERVIEW
This indicator displays a realtime profile that can be configured to visualize five dimensions: volume, price, time, activity and age. For each price level in a bar or timeframe, you can display total or delta volume or ticks. The tick count measures activity on a level. The thickness of each level's line indicates its age, which helps you identify the most recent levels.
█ WARNING
The indicator only works in real time. Contrary to TradingView's line of volume profile indicators , it does not show anything on historical bars or closed markets, and it cannot display volume information if none exists for the data feed the chart is using. A realtime indicator such as this one only displays information accumulated while it is running on a chart. The information it calculates cannot be saved on charts, nor can it be recalculated from historical bars. If you refresh the chart, or the script must re-execute for some reason, as when you change inputs, the accumulated information will be lost.
Because "Realtime 5D Profile" requires time to accumulate information on the chart, it will be most useful to traders working on small timeframes who trade only one instrument and do not frequently change their chart's symbol or timeframe. Traders working on higher timeframes or constantly changing charts will be better served by TradingView's volume profiles. Before using this indicator, please see the "Limitations" section further down for other important information.
█ HOW TO USE IT
Load the indicator on an active chart (see here if you don't know how).
The default configuration displays:
• A double-sided volume profile showing at what price levels activity has occurred.
• The left side shows "down" volume, the right side shows "up" volume.
• The value corresponding to each level is displayed.
• The width of lines reflects their relative value.
• The thickness of lines reflects their age. Four thicknesses are used, with the thicker lines being the most recent.
• The total value of down/up values for the profile appears at the top.
To understand how to use profiles in your trading, please research the subject. Searches on "volume profile" or "market profile" will yield many useful results. I provide you with tools — I do not teach trading. To understand more about this indicator, read on. If you choose not to do so, please don't ask me to answer questions that are already answered here, nor to make videos; I don't.
█ CONCEPTS
Delta calculations
Volume is slotted in up or down slots depending on whether the price of each new chart update is higher or lower than the previous update's price. When price does not move between chart updates, the last known direction is used. In a perfect world, Pine scripts would have access to bid and ask levels, as this would allow us to know for sure if market orders are being filled on upticks (at the ask) or downticks (at the bid). Comparing the price of successive chart updates provides the most precise way to calculate volume delta on TradingView, but it is still a compromise. Order books are in constant movement; in some cases, order cancellations can cause sudden movements of both the bid and ask levels such that the next chart update can occur on an uptick at a lower price than the previous one (or vice versa). While this update's volume should be slotted in the up slot because a buy market order was filled, it will erroneously be slotted in the down slot because the price of the chart's update is lower than that of the previous one. Luckily, these conditions are relatively rare, so they should not adversely affect calculations.
Levels
A profile is a tool that displays information organized by price levels. You can select the maximum quantity of levels this indicator displays by using the script's "Levels" input. If the profile's height is small enough for level increments to be less than the symbol's tick size, a smaller quantity of levels is used until the profile's height grows sufficiently to allow your specified quantity of levels to be displayed. The exact position of levels is not tethered to the symbol's tick increments. Activity for one level is that which happens on either side of the level, halfway between its higher or lower levels. The lowest/highest levels in the profile thus appear higher/lower than the profile's low/high limits, which are determined by the lowest/highest points reached by price during the profile's life.
Level Values and Length
The profile's vertical structure is dynamic. As the profile's height changes with the price range, it is rebalanced and the price points of its levels may be recalculated. When this happens, past updates will be redistributed among the new profile's levels, and the level values may thus change. The new levels where updates are slotted will of course always be near past ones, but keep this fluidity in mind when watching level values evolve.
The profile's horizontal structure is also dynamic. The maximum length of level lines is controlled by the "Maximum line length" input value. This maximum length is always used for the largest level value in the profile, and the length of other levels is determined by their value relative to that maximum.
Updates vs Ticks
Strictly speaking, a tick is the record of a transaction between two parties. On TradingView, these are detected on seconds charts. On other charts, ticks are aggregated to form a chart update . I use the broader "update" term when it names both events. Note that, confusingly, tick is also used to name an instrument's minimal price increment.
Volume Quality
If you use volume, it's important to understand its nature and quality, as it varies with sectors and instruments. My Volume X-ray indicator is one way you can appraise the quality of an instrument's intraday volume.
█ FEATURES
Double-Sided Profiles
When you choose one of the first two configuration selections in the "Configuration" field's dropdown menu, you are asking the indicator to display a double-sided profile, i.e., where the down values appear on the left and the up ones on the right. In this mode, the formatting options in the top section of inputs apply to both sides of the profile.
Single-Sided Profiles
The six other selections down the "Configuration" field's dropdown menu select single-sided profiles, where one side aggregates the up/down values for either volume or ticks. In this mode, the formatting options in the top section of inputs apply to the left profile. The ones in the following "Right format" section apply to the right profile.
Calculation Mode
The "Calculation" input field allows the selection of one of two modes which applies to single-sided profiles only. Values can represent the simple total of volume or ticks at each level, or their delta. The mode has no effect when a double-sided profile is used because then, the total is represented by the sum of the left and right sides. Note that when totals are selected, all levels appear in the up color.
Age
The age of each level is always displayed as one of four line thicknesses. Thicker lines are used for the youngest levels. The age of levels is determined by averaging the times of the updates composing that level. When viewing double-sided profiles, the age of each side is calculated independently, which entails you can have a down level on the left side of the profile appear thinner than its corresponding up side level line on the right side because the updates composing the up side are more recent. When calculating the age of single-sided profiles, the age of the up/down values aggregated to calculate the side are averaged. Since they may be different, the averaged level ages will not be as responsive as when using a double-sided profile configuration, where the age of levels on each side is calculated independently and follows price action more closely. Moreover, when displaying two single-sided profiles (volume on one side and ticks on the other), the age of both sides will match because they are calculated from the same realtime updates.
Profile Resets
The profile can reset on timeframes or trend changes. The usual timeframe selections are available, including the chart's, in which case the profile will reset on each new chart bar. One of two trend detection logics can be used: Supertrend or the one used by LazyBear in his Weis Wave indicator . Settings for the trend logics are in the bottommost section of the inputs, where you can also control the display of trend changes and states. Note that the "Timeframe" field's setting also applies to the trend detection mechanism. Whatever the timeframe used for trend detection, its logic will not repaint.
Format
Formatting a profile for charts is often a challenge for traders, and this one is no exception. Varying zoom factors on your chart and the frequency of profile resets will require different profile formats. You can achieve a reasonable variety of effects by playing with the following input fields:
• "Resets on" controls how frequently new profiles are drawn. Spacing out profiles between bars can help make them more usable.
• "Levels" determines the maximum quantity of levels displayed.
• "Offset" allows you to shift the profile horizontally.
• "Profile size" affects the global size of the profile.
• Another "Size" field provides control over the size of the totals displayed above the profile.
• "Maximum line length" controls how far away from the center of the bar the lines will stretch left and right.
Colors
The color and brightness of levels and totals always allows you to determine the winning side between up and down values. On double-sided profiles, each side is always of one color, since the left side is down values and the right side, up values. However, the losing side is colored with half its brightness, so the emphasis is put on the winning side. When there is no winner, the toned-down version of each color is used for both sides. Single-sided profiles use the up and down colors in full brightness on the same side. Which one is used reflects the winning side.
Candles
The indicator can color candle bodies and borders independently. If you choose to do so, you may want to disable the chart's bars by using the eye icon near the symbol's name.
Tooltips
A tooltip showing the value of each level is available. If they do not appear when hovering over levels, select the indicator by clicking on its chart name. This should get the tooltips working.
Data Window
As usual, I provide key values in the Data Window, so you can track them. If you compare total realtime volumes for the profile and the built-in "Volume" indicator, you may see variations at some points. They are due to the different mechanisms running each program. In my experience, the values from the built-in don't always update as often as those of the profile, but they eventually catch up.
█ LIMITATIONS
• The levels do not appear exactly at the position they are calculated. They are positioned slightly lower than their actual price levels.
• Drawing a 20-level double-sided profile with totals requires 42 labels. The script will only display the last 500 labels,
so the number of levels you choose affects how many past profiles will remain visible.
• The script is quite taxing, which will sometimes make the chart's tab less responsive.
• When you first load the indicator on a chart, it will begin calculating from that moment; it will not take into account prior chart activity.
• If you let the script run long enough when using profile reset criteria that make profiles last for a long time, the script will eventually run out of memory,
as it will be tracking unmanageable amounts of chart updates. I don't know the exact quantity of updates that will cause this,
but the script can handle upwards of 60K updates per profile, which should last 1D except on the most active markets. You can follow the number of updates in the Data Window.
• The indicator's nature makes it more useful at very small timeframes, typically in the sub 15min realm.
• The Weis Wave trend detection used here has nothing to do with how David Weis detects trend changes.
LazyBear's version was a port of a port, so we are a few generations removed from the Weis technique, which uses reversals by a price unit.
I believe the version used here is useful nonetheless because it complements Supertrend rather well.
█ NOTES
The aggregated view that volume and tick profiles calculate for traders is a good example of one of the most useful things software can do for traders: look at things from a methodical, mathematical perspective, and present results in a meaningful way. Profiles are powerful because, if the volume data they use is of good enough quality, they tell us what levels are important for traders, regardless of the nature or rationality of the methods traders have used to determine those levels. Profiles don't care whether traders use the news, fundamentals, Fib numbers, pivots, or the phases of the moon to find "their" levels. They don't attempt to forecast or explain markets. They show us real stuff containing zero uncertainty, i.e., what HAS happened. I like this.
The indicator's "VPAA" chart name represents four of the five dimensions the indicator displays: volume, price, activity and age. The time dimension is implied by the fact it's a profile — and I couldn't find a proper place for a "T" in there )
I have not included alerts in the script. I may do so in the future.
For the moment, I have no plans to write a profile indicator that works on historical bars. TradingView's volume profiles already do that, and they run much faster than Pine versions could, so I don't see the point in spending efforts on a poor ersatz.
For Pine Coders
• The script uses labels that draw varying quantities of characters to break the limitation constraining other Pine plots/lines to bar boundaries.
• The code's structure was optimized for performance. When it was feasible, global arrays, "input" and other variables were used from functions,
sacrificing function readability and portability for speed. Code was also repeated in some places, to avoid the overhead of frequent function calls in high-traffic areas.
• I wrote my script using the revised recommendations in the Style Guide from the Pine v5 User Manual.
█ THANKS
• To Duyck for his function that sorts an array while keeping it in synch with another array.
The `sortTwoArrays()` function in my script is derived from the Pine Wizard 's code.
• To the one and only Maestro, RicardoSantos , the creative volcano who worked hard to write a function to produce fixed-width, figure space-padded numeric values.
A change in design made the function unnecessary in this script, but I am grateful to you nonetheless.
• To midtownskr8guy , another Pine Wizard who is also a wizard with colors. I use the colors from his Pine Color Magic and Chart Theme Simulator constantly.
• Finally, thanks to users of my earlier "Delta Volume" scripts. Comments and discussions with them encouraged me to persist in figuring out how to achieve what this indicator does.
LibVeloLibrary "LibVelo"
This library provides a sophisticated framework for **Velocity
Profile (Flow Rate)** analysis. It measures the physical
speed of trading at specific price levels by relating volume
to the time spent at those levels.
## Core Concept: Market Velocity
Unlike Volume Profiles, which only answer "how much" traded,
Velocity Profiles answer "how fast" it traded.
It is calculated as:
`Velocity = Volume / Duration`
This metric (contracts per second) reveals hidden market
dynamics invisible to pure Volume or TPO profiles:
1. **High Velocity (Fast Flow):**
* **Aggression:** Initiative buyers/sellers hitting market
orders rapidly.
* **Liquidity Vacuum:** Price slips through a level because
order book depth is thin (low resistance).
2. **Low Velocity (Slow Flow):**
* **Absorption:** High volume but very slow price movement.
Indicates massive passive limit orders ("Icebergs").
* **Apathy:** Little volume over a long time. Lack of
interest from major participants.
## Architecture: Triple-Engine Composition
To ensure maximum performance while offering full statistical
depth for all metrics, this library utilises **object
composition** with a lazy evaluation strategy:
#### Engine A: The Master (`vpVol`)
* **Role:** Standard Volume Profile.
* **Purpose:** Maintains the "ground truth" of volume distribution,
price buckets, and ranges.
#### Engine B: The Time Container (`vpTime`)
* **Role:** specialized container for time duration (in ms).
* **Hack:** It repurposes standard volume arrays (specifically
`aBuy`) to accumulate time duration for each bucket.
#### Engine C: The Calculator (`vpVelo`)
* **Role:** Temporary scratchpad for derived metrics.
* **Purpose:** When complex statistics (like Value Area or Skewness)
are requested for **Velocity**, this engine is assembled
on-demand to leverage the full statistical power of `LibVPrf`
without rewriting complex algorithms.
---
**DISCLAIMER**
This library is provided "AS IS" and for informational and
educational purposes only. It does not constitute financial,
investment, or trading advice.
The author assumes no liability for any errors, inaccuracies,
or omissions in the code. Using this library to build
trading indicators or strategies is entirely at your own risk.
As a developer using this library, you are solely responsible
for the rigorous testing, validation, and performance of any
scripts you create based on these functions. The author shall
not be held liable for any financial losses incurred directly
or indirectly from the use of this library or any scripts
derived from it.
create(buckets, rangeUp, rangeLo, dynamic, valueArea, allot, estimator, cdfSteps, split, trendLen)
Construct a new `Velo` controller, initializing its engines.
Parameters:
buckets (int) : series int Number of price buckets ≥ 1.
rangeUp (float) : series float Upper price bound (absolute).
rangeLo (float) : series float Lower price bound (absolute).
dynamic (bool) : series bool Flag for dynamic adaption of profile ranges.
valueArea (int) : series int Percentage for Value Area (1..100).
allot (series AllotMode) : series AllotMode Allocation mode `Classic` or `PDF` (default `PDF`).
estimator (series PriceEst enum from AustrianTradingMachine/LibBrSt/1) : series PriceEst PDF model for distribution attribution (default `Uniform`).
cdfSteps (int) : series int Resolution for PDF integration (default 20).
split (series SplitMode) : series SplitMode Buy/Sell split for the master volume engine (default `Classic`).
trendLen (int) : series int Look‑back for trend factor in dynamic split (default 3).
Returns: Velo Freshly initialised velocity profile.
method clone(self)
Create a deep copy of the composite profile.
Namespace types: Velo
Parameters:
self (Velo) : Velo Profile object to copy.
Returns: Velo A completely independent clone.
method clear(self)
Reset all engines and accumulators.
Namespace types: Velo
Parameters:
self (Velo) : Velo Profile object to clear.
Returns: Velo Cleared profile (chaining).
method merge(self, srcVolBuy, srcVolSell, srcTime, srcRangeUp, srcRangeLo, srcVolCvd, srcVolCvdHi, srcVolCvdLo)
Merges external data (Volume and Time) into the current profile.
Automatically handles resizing and re-bucketing if ranges differ.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
srcVolBuy (array) : array Source Buy Volume bucket array.
srcVolSell (array) : array Source Sell Volume bucket array.
srcTime (array) : array Source Time bucket array (ms).
srcRangeUp (float) : series float Upper price bound of the source data.
srcRangeLo (float) : series float Lower price bound of the source data.
srcVolCvd (float) : series float Source Volume CVD final value.
srcVolCvdHi (float) : series float Source Volume CVD High watermark.
srcVolCvdLo (float) : series float Source Volume CVD Low watermark.
Returns: Velo `self` (chaining).
method addBar(self, offset)
Main data ingestion. Distributes Volume and Time to buckets.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
offset (int) : series int Offset of the bar to add (default 0).
Returns: Velo `self` (chaining).
method setBuckets(self, buckets)
Sets the number of buckets for the profile.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
buckets (int) : series int New number of buckets.
Returns: Velo `self` (chaining).
method setRanges(self, rangeUp, rangeLo)
Sets the price range for the profile.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
rangeUp (float) : series float New upper price bound.
rangeLo (float) : series float New lower price bound.
Returns: Velo `self` (chaining).
method setValueArea(self, va)
Set the percentage of volume/time for the Value Area.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
va (int) : series int New Value Area percentage (0..100).
Returns: Velo `self` (chaining).
method getBuckets(self)
Returns the current number of buckets in the profile.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
Returns: series int The number of buckets.
method getRanges(self)
Returns the current price range of the profile.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
Returns:
rangeUp series float The upper price bound of the profile.
rangeLo series float The lower price bound of the profile.
method getArrayBuyVol(self)
Returns the internal raw data array for **Buy Volume** directly.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
Returns: array The internal array for buy volume.
method getArraySellVol(self)
Returns the internal raw data array for **Sell Volume** directly.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
Returns: array The internal array for sell volume.
method getArrayTime(self)
Returns the internal raw data array for **Time** (in ms) directly.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
Returns: array The internal array for time duration.
method getArrayBuyVelo(self)
Returns the internal raw data array for **Buy Velocity** directly.
Automatically executes _assemble() if data is dirty.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
Returns: array The internal array for buy velocity.
method getArraySellVelo(self)
Returns the internal raw data array for **Sell Velocity** directly.
Automatically executes _assemble() if data is dirty.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
Returns: array The internal array for sell velocity.
method getBucketBuyVol(self, idx)
Returns the **Buy Volume** of a specific bucket.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
idx (int) : series int The index of the bucket.
Returns: series float The buy volume.
method getBucketSellVol(self, idx)
Returns the **Sell Volume** of a specific bucket.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
idx (int) : series int The index of the bucket.
Returns: series float The sell volume.
method getBucketTime(self, idx)
Returns the raw accumulated time (in ms) spent in a specific bucket.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
idx (int) : series int The index of the bucket.
Returns: series float The time in milliseconds.
method getBucketBuyVelo(self, idx)
Returns the **Buy Velocity** (Aggressive Buy Flow) of a bucket.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
idx (int) : series int The index of the bucket.
Returns: series float The buy velocity in .
method getBucketSellVelo(self, idx)
Returns the **Sell Velocity** (Aggressive Sell Flow) of a bucket.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
idx (int) : series int The index of the bucket.
Returns: series float The sell velocity in .
method getBktBnds(self, idx)
Returns the price boundaries of a specific bucket.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
idx (int) : series int The index of the bucket.
Returns:
up series float The upper price bound of the bucket.
lo series float The lower price bound of the bucket.
method getPoc(self, target)
Returns Point of Control (POC) information for the specified target metric.
Calculates on-demand if the target is 'Velocity' and data changed.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
target (series Metric) : Metric The data aspect to analyse (Volume, Time, Velocity).
Returns:
pocIdx series int The index of the POC bucket.
pocPrice series float The mid-price of the POC bucket.
method getVA(self, target)
Returns Value Area (VA) information for the specified target metric.
Calculates on-demand if the target is 'Velocity' and data changed.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
target (series Metric) : Metric The data aspect to analyse (Volume, Time, Velocity).
Returns:
vaUpIdx series int The index of the upper VA bucket.
vaUpPrice series float The upper price bound of the VA.
vaLoIdx series int The index of the lower VA bucket.
vaLoPrice series float The lower price bound of the VA.
method getMedian(self, target)
Returns the Median price for the specified target metric distribution.
Calculates on-demand if the target is 'Velocity' and data changed.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
target (series Metric) : Metric The data aspect to analyse (Volume, Time, Velocity).
Returns:
medianIdx series int The index of the bucket containing the median.
medianPrice series float The median price.
method getAverage(self, target)
Returns the weighted average price (VWAP/TWAP) for the specified target.
Calculates on-demand if the target is 'Velocity' and data changed.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
target (series Metric) : Metric The data aspect to analyse (Volume, Time, Velocity).
Returns:
avgIdx series int The index of the bucket containing the average.
avgPrice series float The weighted average price.
method getStdDev(self, target)
Returns the standard deviation for the specified target distribution.
Calculates on-demand if the target is 'Velocity' and data changed.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
target (series Metric) : Metric The data aspect to analyse (Volume, Time, Velocity).
Returns: series float The standard deviation.
method getSkewness(self, target)
Returns the skewness for the specified target distribution.
Calculates on-demand if the target is 'Velocity' and data changed.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
target (series Metric) : Metric The data aspect to analyse (Volume, Time, Velocity).
Returns: series float The skewness.
method getKurtosis(self, target)
Returns the excess kurtosis for the specified target distribution.
Calculates on-demand if the target is 'Velocity' and data changed.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
target (series Metric) : Metric The data aspect to analyse (Volume, Time, Velocity).
Returns: series float The excess kurtosis.
method getSegments(self, target)
Returns the fundamental unimodal segments for the specified target metric.
Calculates on-demand if the target is 'Velocity' and data changed.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
target (series Metric) : Metric The data aspect to analyse (Volume, Time, Velocity).
Returns: matrix A 2-column matrix where each row is an pair.
method getCvd(self, target)
Returns Cumulative Volume/Velo Delta (CVD) information for the target metric.
Namespace types: Velo
Parameters:
self (Velo) : Velo The profile object.
target (series Metric) : Metric The data aspect to analyse (Volume, Time, Velocity).
Returns:
cvd series float The final delta value.
cvdHi series float The historical high-water mark of the delta.
cvdLo series float The historical low-water mark of the delta.
Velo
Velo Composite Velocity Profile Controller.
Fields:
_vpVol (VPrf type from AustrianTradingMachine/LibVPrf/2) : LibVPrf.VPrf Engine A: Master Volume source.
_vpTime (VPrf type from AustrianTradingMachine/LibVPrf/2) : LibVPrf.VPrf Engine B: Time duration container (ms).
_vpVelo (VPrf type from AustrianTradingMachine/LibVPrf/2) : LibVPrf.VPrf Engine C: Scratchpad for velocity stats.
_aTime (array) : array Pointer alias to `vpTime.aBuy` (Time storage).
_valueArea (series float) : int Percentage of total volume to include in the Value Area (1..100)
_estimator (series PriceEst enum from AustrianTradingMachine/LibBrSt/1) : LibBrSt.PriceEst PDF model for distribution attribution.
_allot (series AllotMode) : AllotMode Attribution model (Classic or PDF).
_cdfSteps (series int) : int Integration resolution for PDF.
_isDirty (series bool) : bool Lazy evaluation flag for vpVelo.
