Volume Trend AnalysisThe VTA indicator is a trend analysis indicator based on trading volume and candlestick charts, used to determine the states of bullish strength, bearish strength, and market balance. When the bullish volume gradually increases while the bearish volume gradually decreases or remains steady, the market is in a state of bullish strength; when the bearish volume gradually increases while the bullish volume gradually decreases or remains steady, the market is in a state of bearish strength; when both the bullish and bearish volumes remain steady, the market is in a state of market balance.
The VTA indicator can help traders better determine market trends, select appropriate entry and exit points.
Cari dalam skrip untuk "volume"
Multi-VolumeThis indicator displays volume in several formats:
Volume Bar Format:
Normal Volume: Shows the normal volume bar colors based on each candle's price direction
Up/Down Volume: Breaks down each volume bar into buying volume (volume added when price goes up) and selling volume (volume added when price goes down)
Volume Pressure: Breaks down each volume bar based on the length of the candle and its "pressure wick". See below for more information.
Flip Down Volume:
The down volume bar will be displayed below the center line.
Show Delta:
When selected with "Up/Down Volume" or "Volume Pressure", a small line will be displayed at the net volume (difference between up and down volume).
Projected Volume:
Instead of current volume, it will show expected volume at end of candle based on volume per second.
Volume Pressure:
On a green candle:
The red part represents the upper wick, the volume as the price comes back down from its high
The green part represents the rest of the candle, the volume as the price goes up from its low to the close
On a red candle:
The green part represents the lower wick, the volume as the price comes back up from its low
The red part represents the rest of the candle, the volume as the price goes down from its high to the close
To Update to Latest Version:
To update to the latest version, just close the indicator and add it again.
PWV - Price Weighted VolumeThis indicator charts
PWV = volume * close
in order to better visualize exchange volume.
Intraday predictive High Volume Activity sessions [BEA]Idea:
This indicator is designed to know the high traded volume sessions in advance before the day starts.
The predictive volume bars will be plotted in advance once a new trading session starts.
Logic Used:
The basic idea is to store each bar volume / Volume MA data for the selected time. So, the first bar of each data is stored for all selected historical days.
Once the data is stored, I am taking average of each bar data for the selected Historical days.
How to Use:
This gives me an idea of the volume behavior throughout the days based on historical data. So I decide my time of trading for that specific times sessions where the traded volume activity is high.
The bars which are more than the Moving average ( Highlighted Volume bars plotted in future ) is the time session to focus.
Designed only for intraday timeframes.
Here in the image, you can see the session in advance for high traded volume activity.
Try it test it , let me know if it can be improved further.
Have a happy trading.
DISCLAIMER
Any and all liability for risks resulting from investment transactions or other asset dispositions carried out by the user based on information received or a market analysis is expressly excluded by me.
All the information made available here is generally provided to serve as an example only, without obligation and without specific recommendations for action. It does not constitute and cannot replace investment advice. We therefore recommend that you contact your personal financial advisor before carrying out specific transactions and investments.
Do your own research, this is not a financial advice.
Singular and Cumulative Volume Delta (SVD+CVD)This a Volume Delta indicator with Cumulative Volume Delta.
I have been studying Volume Delta and CVD trading strategies and indicator styles.
This implementation was developed to test a basic trailing window / oscillator approach.
Script has been republished as public and searchable.
Changelog from private era follows.
Jun 9 (2022)
Release Notes:
Added option to use EMA/SMA based cumulation. This will not scale well with singular data, so default view is still SUM.
Jun 9 (2022)
Release Notes:
Outdated comment correction.
Jun 9 (2022)
Release Notes:
Added default option to normalilze visual scale of MA cumulation types. The averaging creates a singular value sized results, instead of a range-sums. This multiples that candle result by the range length to get a range-sum sized result.
Added option to scale the cumulation size relative to the volume size. 1-to-1 scaling creates singular deltas that can be hard to see with all options on. This allows you to beef them up for visual or weighting purposes.
Jun 15 (2022)
Release Notes: * Added break even level for current delta. Tells where current delta must land for cumulative delta to stay flat.
* Added comparison of historical cumulative levels to current level. The historical levels are the initial values going into current accumulation window.
* Changed title of indicator to be more generic, clear, and searchable.
Jun 15 (2022)
Release Notes: * Added option to have the cumulation cutoff line AFTER or OVER the end of the cumulation window. This change is to ensure the indicator clearly documents it's behavior and avoids confusion on this / last cumulation window semantics.
* Bugfix: Initial levels were pulled from cumulation line which was AFTER end of window. This has been changed to the initial values INSIDE the cumulation window.
* Code cleanup.
June 17th (2022)
Release Notes: Marked as beta because TV confirmed they no longer allow private scripts to be changed to public. (Despite lingering documentation that says otherwise.
June 17th (2022)
Re-published as public.
Aggr. CDV / Delta Volume - InFinitoModified & Updated script from MARKET VOLUME by Ricardo M Arjona @XeL_Arjona that Includes Aggregated Volume, Delta Volume, Volume by Side
Aggregation code originally from Crypt0rus
Candle Plotting code from LonesomeTheBlue
***The indicator can be used for any coin/symbol to aggregate volume , but it has to be set up manually***
***The indicator can be used with specific symbol data only by disabling the aggregation option, which allows for it to be used on any symbol***
- Calculated based on Aggregated Volume instead of by symbol volume . Using aggregated data makes it more accurate and allows to compare volume flow between different kinds of markets (Spot, Futures , Perpetuals, Futures+Perpetuals and All Volume ).
- As well, in order to make the data as accurate as possible, the data from each exchange aggregated is normalized to report always in terms of 1 BTC . In case this indicator is used for another symbol, the calculations can be adjusted manually to make it always report data in terms of 1 contract/coin.
All Aggregated Volume By Side: Based of Xel_Arjona's calculation, buy and sell volume is estimated each period. This indicators can display both Buy Volume and Sell Volume for each period.
Aggregated Delta Volume By Side: Displays the difference between Buy & Sell Volume as Delta (Down if Sell Vol - Up if Buy Vol)
Aggregated Cumulative Delta Volume: Displays the sum of Delta Volume as a line, candles or Heiken Aishi Candles. Great for observing Volume Flow and spotting divergences
- It is Possible to add an MA to the CVD and to color fill in between the indicator and the MA
- It is possible to reset the indicators basis to 0 periodically
Forex Session Volume ExplorerFigure out the best time to trade your favorite Currency Pair, Commodity, or Crypto!
This indicator is an exploration of how Forex Sessions affect volume. The colored plots below represent the accumulative volume during each of the four major trading sessions: London, New York, Tokyo, and Sydney.
Plots have been normalized as a percentage of total volume, i.e. London = 34.2 signifies that 34.2% of all volume occurs during the London Session.
Trading the session with the highest volume will greatly benefit your Win Rate, especially when using "typical" indicators and strategies.
Use in conjunction with my previous tool for a clean & customizable visual representation of Forex Sesssions:
Forex Trading Sessions
Cheers,
EFX (@DasanC)
Custom Volume - Periodic Peaks & Troughs + AlertThis script is a custom volume indicator with additional features.
But why is this useful?
The minimum and maximum volumes, in different time periods, are displayed by labels below the bars. I call them "Peaks" and "Troughs".
Hover your mouse cursor over the labels to see more details.
These parameters are widely used in technical analysis.
If traders want to confirm a reversal on a level of support–or floor–they look for high buying volume. Conversely, if traders are looking to confirm a break in the level of support, they look for low volume from buyers.
If traders want to confirm a reversal on a level of resistance–or ceiling– they look for high selling volume. Conversely, if traders are looking to confirm a break in the level of resistance, they look for high volume from buyers.
For example, take a look at the chart.
Settings menu parameters
{Dialog Box} =>
Parameter to show / hide the dialog box.
{Visual Parameters} =>
Parameters to personalize the appearance of the indicator.
{ Alert Conditions Part 01: Peaks ⏰ "} =>
Parameters to customize the alert.
{ Alert Conditions Part 02: Troughs ⏰ "} =>
Parameters to customize the alert.
{Volume MA} =>
Moving average settings
How to use alerts
Note that by creating an alert, an instance of the indicator, with all your settings, will be activated on the site's server and alerts will be triggered by it.
After that, changing the indicator settings on the chart will no longer affect the alert.
Open the settings window and select the alert conditions as you wish
Click the Create Alert button (or press the A key while holding down the ALT key)
In the Condition section, select the name of the indicator.
Make the rest of the settings as you wish.
Finally, click on the Create button.
It's finished. After a few moments, your alert will be added to the Alerts menu.
Limits
The labels are displayed after the bars close.
Labels are displayed for the last 10,000 bars.
References: Investopedia
VOLUME HIGHLIGHTER PANEL (CUSTOM) [MaestroTrader]█ OVERVIEW
Volume highlighter panel provides volume insights to identify gradual increase or drop in volume or sudden volume urge that exceeds daily threshold.
It helps to determine the price behavior of the underlying Index/stock to make informed decisions while trading.
█ FEATURES
a) Displays Live SMA (20) Volume with color code. SMA Cells turns green if consecutive bar volume increases.
b) Live Volume Cell in table turns green if the volume is above average and turns red vice versa.
c) Threshold volume label appears when volume crosses the daily threshold limit.
Differences with the built-in version
This variation displays volume panel with additional volume insights for quick entry/exits.
█ SETTINGS
• Highlight Panel a) Configure Daily Volume Threshold b) configure Market session time c) Toggle highlighter on/Off d) Toggle Time on/Off (off) displays for whole period
• Volume Panel a) Configure SMA b) configure volume bar criteria c) configure Panel Display Location d) Toggle Volume Panel on/Off
█ IMPORTANT
Price always moves from trending to trading phase. Volume in Trending phase is generally high compared to volume in sideways phase. You need to identify the right volume threshold in each of the trading phases and change the settings accordingly.
█ BANKNIFTY /NIFTY VOLUME SETTINGS
BANKNIFTY - 3 MIN -50K volume
NIFTY - 3 MIN 125 K volume
Thanks to OSPL Siva for Nifty/Bank Nifty volumes. These volumes differ from trending phase & consolidation phase so adjust the threshold settings accordingly.
█ THANKS
Thanks a lot to Pine Team for this new great feature table & ‘ format. Volume ’ ! Thanks to @author=LucF, for the 'volume' logic.
█ DISCLIAMER
Indicator is built for educational purposes. Please test it thoroughly before you start using it.
You are free to use the code, please share the credit for reuse.
Hope - All these features help you get quick insights of the price movement to take the informed trades.
Happy Trading !!
Colored Volumes HistogramThis colored volumes histogram uses standard deviation from the mean to color bars.
I prefer use large Length input for more stability at mean and standard deviation values.
Uses 5 colors, by default:
Red = Volume >= 4 stdev;
Orange = 4 stdev > Volume >= 2.5 stdev;
Yellow = 2.5 stdev > Volume >= 1 stdev;
White = 1 stdev > Volume >= -0.5 stdev;
Aqua = -0.5 stdev > Volume.
I coded another script, called "Volumes on Candles". It uses the same idea, but color directly the candle.
Trailing Cumulative Volume DeltaShort Description:
A dynamic volume delta indicator that calculates a trailing sum of net buying/selling pressure over a user-defined number of recent bars, offering a more adaptive view of order flow momentum compared to fixed-anchor CVD.
Overview:
The Trailing Cumulative Volume Delta (TCVD) indicator provides a powerful way to analyze market sentiment by tracking the net difference between buying and selling volume. Unlike traditional Cumulative Volume Delta (CVD) indicators that typically reset at fixed intervals (e.g., daily, weekly), the TCVD calculates a rolling sum of volume delta over a specified number of recent bars. This "trailing" approach offers a more fluid and responsive measure of recent order flow dynamics.
How it Works:
Per-Bar Delta Calculation: For each bar on your chart, the indicator first calculates the net Volume Delta. This is done by looking at a finer, user-configurable Lower Timeframe (e.g., 1-minute data for a 15-minute chart bar) to determine the aggressive buying vs. selling volume within that bar.
Trailing Sum: The indicator then sums these individual per-bar net deltas over a user-defined Trailing Bars lookback period. For example, if "Trailing Bars" is set to 20, the TCVD value will represent the cumulative net delta of the last 20 bars.
Visualization:
The TCVD is plotted in a "MACD-Columns-Style" in a separate pane.
Teal: When the TCVD value is increasing (suggesting growing net buying pressure or diminishing net selling pressure over the trailing period).
Red: When the TCVD value is decreasing (suggesting growing net selling pressure or diminishing net buying pressure over the trailing period).
White: When it is returning to the mean.
How to Interpret and Use TCVD:
Trend Strength & Momentum:
A rising TCVD suggests that, on average over the trailing period, buying pressure is dominant or strengthening. This can confirm bullish price action or indicate underlying strength.
A falling TCVD suggests that selling pressure is dominant or strengthening, potentially confirming bearish price action or indicating weakness.
Divergences:
Unlike other Divergences, the CVD has two different types of Divergences: a) Absorption and b) Exhaustion. You only want to trade the Absorption pattern.
Zero Line Crossovers:
TCVD crossing above the zero line can indicate a shift towards net positive buying pressure over the lookback period.
TCVD crossing below the zero line can indicate a shift towards net positive selling pressure.
Confirmation: Use TCVD to confirm breakouts or breakdowns. A price breakout accompanied by a strongly rising TCVD is generally more reliable.
Key Settings:
Trailing Bars: (Default: 10)
Determines the number of recent bars to include in the cumulative delta sum.
Shorter periods make the TCVD more responsive to immediate changes.
Longer periods provide a smoother, longer-term view of order flow.
Use custom timeframe: (Checkbox, Default: false)
Allows you to override the automatic selection of the lower timeframe for delta calculation.
Timeframe for Delta Calculation: (Default: "1" - 1 minute)
Specifies the lower timeframe data used to calculate the volume delta for each individual chart bar.
Choosing a very fine timeframe (e.g., seconds) can provide high precision but may be limited by data availability or processing load.
If "Use custom timeframe" is unchecked, the script attempts to choose a sensible default based on your chart's timeframe (e.g., "1S" for second charts, "1" for intraday, "5" for daily, "60" for weekly+).
Examples:
Confirming Breakout Strength:
Price breaks out above a significant resistance level.
If the TCVD is also sharply rising and has perhaps crossed above its zero line, it provides confirmation that strong buying interest is fueling the breakout, increasing confidence in its validity.
Important Notes:
This indicator requires reliable volume data from your broker/data feed to function correctly. If your chart does not have volume, or if the volume data is unreliable, the TCVD will not be accurate.
Like all indicators, TCVD is best used as part of a comprehensive trading strategy, in conjunction with price action analysis and other indicators or tools.
Experiment with the Trailing Bars and Timeframe for Delta Calculation settings to find what best suits your trading style, the asset you are analyzing, and the chart timeframe you are using.
Feel free to modify this, add your personal touch, or include specific screenshots when you publish!
Hidden Gap`s VSA Volume Auto-TimeframeHidden Gap's VSA Volume with Auto-Timeframe Adaptation
Enhanced Version of Classic Volume Spread Analysis Indicator
Description:
This evolved version of the original "Hidden Gap's VSA Volume" indicator introduces intelligent timeframe adaptation while preserving its core Volume Spread Analysis (VSA) logic. The key enhancement automatically synchronizes volume calculations with your chart's current timeframe, eliminating manual resolution adjustments.
New Features:
✅ Auto-Timeframe Detection
Dynamically adjusts to any chart timeframe (1M/5M/1H/4H/D/W/M)
✅ Smart Resolution Switching
Seamlessly works across multiple timeframes without parameter changes
✅ Manual Override Option
Retains custom resolution input for multi-timeframe analysis (e.g., view weekly volume on daily charts)
✅ Modernized Engine
Upgraded to Pine Script v6 for optimal TradingView performance
Core Functionality Preserved:
• Multi-layer volume analysis using 40/20/2-period comparisons
• Color-coded histogram detecting:
Black: 40-period high volume
Gray: 20-period low volume
Purple: 2-period volume contraction
Blue/Red: Immediate volume changes
• Integrated 20-period SMA reference line
Usage Scenarios:
Intraday Trading: Auto-adjusts from 1-minute to 4-hour charts
Multi-Timeframe Analysis: Compare current volume against higher timeframe patterns
Swing Trading: Maintain consistent analysis across D/W/M timeframes
Pivot P/N VolumesTitle: Pivot P/N Volumes
Short Title: PPNV
Description:
The "Pivot P/N Volumes" indicator is a minimalistic volume analysis tool designed to cut through market noise and highlight key volume events in a separate pane. It strips away conventional volume clutter, focusing on four distinct volume types with clear visual cues, making it ideal for traders seeking actionable insights without distractions.
Key Features:
Blue Bars: Pocket Pivot Volumes (PPV) - Up-day volumes exceeding the highest down-day volume of the last 10 down-days, signaling potential bullish strength.
Orange Bars: Pivot Negative Volumes - Down-day volumes greater than the highest up-day volume of the last 10 up-days, indicating significant bearish pressure.
Red Bars: Down-day volumes above the 50-period EMA of volume, highlighting above-average selling activity.
Green Bars: Up-day volumes above the 50-period EMA of volume, showing above-average buying interest.
Noise: All other volumes are muted as dark grey (down-days) or light grey (up-days) for easy filtering.
Enhanced Cumulative Volume Delta + MAThe Enhanced Cumulative Volume Delta (CVD) indicator is designed to help traders analyze the cumulative buying and selling pressure in the market by examining the delta between the up and down volume. By tracking this metric, traders can gain insights into the strength of a trend and potential reversals. This indicator uses advanced volume analysis combined with customizable moving averages to provide a more detailed view of market dynamics.
How to Use This Indicator:
Volume Delta Visualization:
The indicator plots the cumulative volume delta (CVD) using color-coded candles, where teal represents positive delta (buying pressure) and soft red represents negative delta (selling pressure).
Moving Averages:
Use the moving averages to smooth the CVD data and identify long-term trends. You can choose between SMA and EMA for each of the three available moving averages. The first and third moving averages are typically used for short-term and long-term trend analysis, respectively, while the second moving average can serve as a medium-term filter.
Arrow Markers:
The indicator will display arrows (green triangle up for crossing above, red triangle down for crossing below) when the CVD volume crosses the 3rd moving average. You can control the visibility of these arrows through the input parameters.
Volume Data:
The indicator provides error handling in case no volume data is available for the selected symbol, ensuring that you're not misled by incomplete data.
Practical Applications:
Trend Confirmation: Use the CVD and moving averages to confirm the overall trend direction and strength. Positive delta and a rising CVD can confirm an uptrend, while negative delta and a falling CVD indicate a downtrend.
Volume Breakouts: The arrows marking when the CVD crosses the 3rd moving average can help you spot potential volume breakouts or reversals, making them useful for entry or exit signals.
Volume Divergence: Pay attention to divergences between price and CVD, as these can often signal potential trend reversals or weakening momentum.
squeeze candles with volume Function :
This indicator was designed to detect specific candles called “squeeze”. These candles are characterized by a relatively small body (the difference between the opening and closing price) and long shadows (the distance between the high and low prices), accompanied by significant volume. They often indicate a period of increased volatility or a potential trend reversal.
Use :
Visual detection:
Candles identified as "squeeze" are highlighted in red on the chart.
An “S” icon appears above each detected squeeze candle.
Alerts:
The indicator emits an audible and visual alert when a squeeze candle with high volume is detected (if alerts are enabled).
Market analysis:
This indicator is particularly useful for identifying trading opportunities during periods when the market is showing signs of compression or impending volatility.
Customizable settings:
Minimum volume: Defines the threshold at which the volume is considered high.
Maximum body/shadow ratio: Allows you to adjust the sensitivity to detect squeeze candles (the lower the ratio, the smaller the detected candles will have in relation to their shadows).
Benefits :
Provides accurate alerts on key market candles.
Helps anticipate large movements through analysis of volume and candle characteristics.
Adaptable to different strategies thanks to adjustable parameters.
Ideal for:
Traders who want to identify areas of potential volatility or reversal signals in the market, regardless of the asset or time frame used.
Dix$on's Weighted Volume FlowDixson's Weighted Volume Flow
Dixson's Weighted Volume Flow is a technical indicator designed to analyze and visualize the distribution of buy and sell volume within a given timeframe. It dynamically calculates the proportional allocation of volume based on price action within each bar, providing insights into market sentiment and activity. This indicator displays horizontal volume bars in a separate pane and annotates them with precise volume values.
How It Works
1. Volume Allocation:
- The indicator calculates buy and sell volume using the following formulas:
- Buy Volume = (Close - Low) / (High - Low) Total Volume
- Sell Volume = (High - Close) / (High - Low) Total Volume
- These formulas allocate volume proportionally based on the bar's price range, attributing more volume to buying or selling depending on the relationship between the close, high, and low prices.
2. Dynamic Scaling:
- The buy and sell volumes are scaled relative to their combined total for the period.
- The resulting values determine the length of the horizontal bars, providing a comparative view of buy and sell activity.
3. Bar Visualization:
- Buy Volume Bars: Displayed as green horizontal bars.
- Sell Volume Bars: Displayed as red horizontal bars.
- The lengths of the bars represent the dominance of buy or sell volume, scaled dynamically within the pane.
4. Labels:
- Each bar is annotated with a label showing its calculated buy or sell volume value.
5. Timeframe Adjustment:
- The indicator uses the request.security() function to fetch data from the selected timeframe, allowing users to customize their analysis for intraday, daily, or longer-term trends.
6. Customization Options:
- Enable or disable the indicator using a toggle.
- Adjust colors for the buy/sell bars and text labels to suit your chart theme.
How to Use It
1. Enable the Indicator:
- Activate the indicator using the "Enable/Disable" toggle in the settings.
2. Select a Timeframe:
- Choose the timeframe for analysis (e.g., 1-minute, 1-hour, daily). The indicator fetches volume data specific to the selected timeframe.
3. Interpret the Visualization:
- Compare Bar Lengths:
- Longer buy volume bars (green) indicate stronger buying activity.
- Longer sell volume bars (red) suggest dominant selling pressure.
- Labels:
- Use the labels to view the exact buy and sell volume values for precise analysis.
4. Combine with Other Tools:
- Use the indicator alongside price action analysis, support/resistance levels, or trend indicators to confirm market sentiment and detect potential reversals.
5. Monitor Imbalances:
- Significant disparities between buy and sell volume can signal shifts in market sentiment, such as the end of a trend or the start of a breakout.
Practical Applications
- Trend Confirmation:
- Align the dominance of buy or sell volume with price trends to confirm market direction.
- Reversal Signals:
- Watch for volume imbalances or a sudden shift in the dominance of buy or sell volume to identify potential reversals.
- High-Activity Zones:
- Identify areas with increased volume to anticipate significant price movements or key support/resistance interactions.
Dixson's Weighted Volume Flow provides a clear and systematic way to analyze market activity by visualizing the dynamics of buy and sell volume. It is particularly useful for traders looking to enhance their understanding of volume-based sentiment and its impact on price movements.
Aggregate BTC Volume Spot - Ma78erAggregate BTC Volume indicator show aggregates trading volumes of Bitcoin from multiple trading platforms.
Exchange Include:
1: Binance - BTC(USDT, USDC, FDUSD, TUSD)
2: Coinbase - BTC(USD, EUR, USDT, GBP)
3: OKX - BTC(USDT, USDC)
4: BYBIT - BTC(USDT, USDC)
5: KUCOIN - BTC(USDT, USDC)
6: KRAKEN - BTC(USD, EUR, USDT, GBP, USDC)
7: Bitfinex - BTC(USD, EUR, GBP)
8: Bitstamp - BTC(USD, EUR, USDT, GBP, USDC)
9: GATEIO - BTC(USDT)
You can also add other exchange in script manually.
Volume EntropyKey Components :
📍 Natural Logarithm Function : The script starts by employing a custom Taylor Series approximation for natural logarithms. This function serves to calculate entropy with higher accuracy than conventional methods, laying the foundation for further calculations.
📍 Entropy Calculation : The core of this indicator is its entropy function. It employs the custom natural log function to compute the randomness of the trading volume over a user-defined micro-pattern length, offering insights into market stability or volatility.
📍 Micro-Pattern Length : This is the parameter that sets the stage for the level of detail in the entropy calculation. Users can adjust it to suit different time frames or market conditions, thus customizing the indicator's sensitivity to randomness in trading volume.
Volume SuperTrend AI (Expo)█ Overview
The Volume SuperTrend AI is an advanced technical indicator used to predict trends in price movements by utilizing a combination of traditional SuperTrend calculation and AI techniques, particularly the k-nearest neighbors (KNN) algorithm.
The Volume SuperTrend AI is designed to provide traders with insights into potential market trends, using both volume-weighted moving averages (VWMA) and the k-nearest neighbors (KNN) algorithm. By combining these approaches, the indicator aims to offer more precise predictions of price trends, offering bullish and bearish signals.
█ How It Works
Volume Analysis: By utilizing volume-weighted moving averages (VWMA), the Volume SuperTrend AI emphasizes the importance of trading volume in the trend direction, allowing it to respond more accurately to market dynamics.
Artificial Intelligence Integration - k-Nearest Neighbors (k-NN) Algorithm: The k-NN algorithm is employed to intelligently examine historical data points, measuring distances between current parameters and previous data. The nearest neighbors are utilized to create predictive modeling, thus adapting to intricate market patterns.
█ How to use
Trend Identification
The Volume SuperTrend AI indicator considers not only price movement but also trading volume, introducing an extra dimension to trend analysis. By integrating volume data, the indicator offers a more nuanced and robust understanding of market trends. When trends are supported by high trading volumes, they tend to be more stable and reliable. In practice, a green line displayed beneath the price typically suggests an upward trend, reflecting a bullish market sentiment. Conversely, a red line positioned above the price signals a downward trend, indicative of bearish conditions.
Trend Continuation signals
The AI algorithm is the fundamental component in the coloring of the Volume SuperTrend. This integration serves as a means of predicting the trend while preserving the inherent characteristics of the SuperTrend. By maintaining these essential features, the AI-enhanced Volume SuperTrend allows traders to more accurately identify and capitalize on trend continuation signals.
TrailingStop
The Volume SuperTrend AI indicator serves as a dynamic trailing stop loss, adjusting with both price movement and trading volume. This approach protects profits while allowing the trade room to grow, taking into account volume for a more nuanced response to market changes.
█ Settings
AI Settings:
Neighbors (k):
This setting controls the number of nearest neighbors to consider in the k-Nearest Neighbors (k-NN) algorithm. By adjusting this parameter, you can directly influence the sensitivity of the model to local fluctuations in the data. A lower value of k may lead to predictions that closely follow short-term trends but may be prone to noise. A higher value of k can provide more stable predictions, considering the broader context of market trends, but might lag in responsiveness.
Data (n):
This setting refers to the number of data points to consider in the model. It allows the user to define the size of the dataset that will be analyzed. A larger value of n may provide more comprehensive insights by considering a wider historical context but can increase computational complexity. A smaller value of n focuses on more recent data, possibly providing quicker insights but might overlook longer-term trends.
AI Trend Settings:
Price Trend & Prediction Trend:
These settings allow you to adjust the lengths of the weighted moving averages that are used to calculate both the price trend and the prediction trend. Shorter lengths make the trends more responsive to recent price changes, capturing quick market movements. Longer lengths smooth out the trends, filtering out noise, and highlighting more persistent market directions.
AI Trend Signals:
This toggle option enables or disables the trend signals generated by the AI. Activating this function may assist traders in identifying key trend shifts and opportunities for entry or exit. Disabling it may be preferred when focusing on other aspects of the analysis.
Super Trend Settings:
Length:
This setting determines the length of the SuperTrend, affecting how it reacts to price changes. A shorter length will produce a more sensitive SuperTrend, reacting quickly to price fluctuations. A longer length will create a smoother SuperTrend, reducing false alarms but potentially lagging behind real market changes.
Factor:
This parameter is the multiplier for the Average True Range (ATR) in SuperTrend calculation. By adjusting the factor, you can control the distance of the SuperTrend from the price. A higher factor makes the SuperTrend further from the price, giving more room for price movement but possibly missing shorter-term signals. A lower factor brings the SuperTrend closer to the price, making it more reactive but possibly more prone to false signals.
Moving Average Source:
This setting lets you choose the type of moving average used for the SuperTrend calculation, such as Simple Moving Average (SMA), Exponential Moving Average (EMA), etc.
Different types of moving averages provide various characteristics to the SuperTrend, enabling customization to align with individual trading strategies and market conditions.
-----------------
Disclaimer
The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information.
All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
Volume Tick ExperimentThis ticks-based indicator provides real-time volume information for a trading asset. Volume is analyzed and updated continuously, not just at candle close. It is based on DGT's Bull vs Bear Power indicator but adds a gas signal that activates when buying or selling volume percentage reaches a predetermined threshold.
This indicator can also help traders determine the direction and aggressiveness of pushes in buying or selling volume. By monitoring the volume percentages and gas signals, traders can get an idea of whether the market is pushing in a particular direction and how strong the push is. This information can be helpful in making trading decisions and identifying potential entry or exit points.
The indicator uses open, high, low, and close prices of the asset to calculate volume information. It determines the average volume over a selected period and calculates volume for both buying and selling. This information is used to calculate the percentage of buying and selling volume. A gas signal is triggered when either the buying or selling percentage reaches a predetermined threshold.
Enjoy!
Volume Risk Avoidance IndicatorPrice Pattern Analysis is the core of trading. But price patterns often fails.
VRAI (Volume Risk Avoidance Indicator) shows Volume Pressure, so that you can avoid volume-based risks.
For example, never short when you see green (buying pressure). Never long when you see red (selling pressure).
You still need to pick good price patterns, because the crossover of volume pressure is not reliable.
Enjoy!
Range Volume ChangeI was looking for a way to see if today's premarket volume is higher or lower than the previous day's premarket, but did not find any, hence, I made my own which I share with you now.
I call it 'Range Volume Change' or just RVC.
RVC will show the percentage of change between the selected time range and the previous day for the same time range.
This will allow us to see if the volume is increasing or decreasing today compared to the previous day by a specific time range that we set in PVC settings. It can do more than just premarket, you can use it for any time range of your interest which will work on 24hours assets like crypto and forex.
RVC visualizes the incremental of the volume using increasing size columns giving you a better view of how the volume changes compared to the past. The column shows the accumulated volume from when the time range started.
As an extra feature, it will also show the volume percentage of change outside the time range (can be disabled from settings).
In addition, RVC is also designed to work on real-time data.
Example of BTCUSDT (24-hour asset) with volume 'outside the time range', enabled (purple columns):
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Jhonnyhight VolumenWhat this indicator does is gather the volume of different brokers
which with the sum we can see the number of contacts traded at a 70 to 80% take into account that the volume used
it's from traidinvview
* Keep in mind that it will not work in all brokers since some brokers do not provide us with the volume.
* In the inputs you must place the brokers or exchange where you want to bring the volume
* These can be found on the right in the asset finder at traidingview
