High Volume Candles by Time PeriodDescription:
The High Volume Candles indicator (HVC) is a technical analysis tool designed to identify candles with high trading volume. It allows traders to quickly spot periods of significant market activity based on volume.
How it Works:
The HVC indicator analyzes the volume of each candle in relation to the highest volume observed over a specified lookback period. The indicator compares the current volume with the highest volume within the defined lookback period and identifies candles that have volume equal to or greater than this threshold. It then distinguishes between bullish and bearish candles and assigns custom colors to highlight these high volume occurrences.
Usage:
To effectively utilize the High Volume Candles indicator, follow these steps:
1. Apply the HVC indicator to your chart by adding it from the available indicators.
2. Customize the lookback period according to your trading preferences. This parameter determines the number of previous candles to consider when calculating the highest volume.
3. Observe the candles on the chart:
- Bullish candles (blue by default) indicate periods of high volume when the closing price is higher than the opening price.
- Bearish candles (yellow by default) indicate periods of high volume when the closing price is lower than the opening price.
4. Pay attention to the color-coded volume indications within the candles, which highlight periods of high trading activity.
5. Analyze the volume patterns in conjunction with price action to identify potential trading opportunities. High volume candles often indicate increased market participation and can suggest significant price moves or reversals.
6. Combine the analysis of high volume candles with other technical analysis tools, such as trend lines, support and resistance levels, or indicators, to confirm potential trade setups.
7. Implement appropriate risk management strategies, including setting stop-loss orders and position sizing, to manage your trades effectively and protect your capital.
Volumeanalysis
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 Channel - [With Volume Filter]The indicator calculates two volume-weighted moving averages (VWMA) using different lengths, and filters them based on a moving average of volume. The filtered VWMA values are then plotted on the chart as lines, representing the fast and slow moving averages. In addition, upper and lower bands are calculated based on the slow VWMA and plotted as lines on the chart.
The fast and slow VWMA lines can be used to identify trends in the market. When the fast VWMA is above the slow VWMA, it is an indication of an uptrend, and when the fast VWMA is below the slow VWMA, it is an indication of a downtrend. The position of the VWMA lines relative to the upper and lower bands can also be used to identify potential trade signals.
When the price is near the upper band, it indicates that the market is overbought, and when the price is near the lower band, it indicates that the market is oversold. Traders can use these signals to enter or exit trades.
The indicator also includes a volume filter, which means that the VWMA values are only calculated when the volume is above a certain moving average of volume. This helps to filter out noise in the market and provide more accurate signals.
Explanation for each parameter
vwmaLength1: This is the length of the fast volume-weighted moving average (VWMA) used in the calculation. The default value is 10, and it can be adjusted by the user.
vwmaLength2: This is the length of the slow volume-weighted moving average (VWMA) used in the calculation. The default value is 25, and it can be adjusted by the user.
bandLength: This is the length of the moving average used to calculate the upper and lower bands. The default value is 34, and it is not adjustable by the user.
volumeFilterLength: This is the length of the moving average of volume used as a filter for the VWMA calculation. The default value is 5, and it can be adjusted by the user.
src: This is the input source for the VWMA calculation. The default value is close, which means the indicator is using the closing price of each bar. However, the user can select a different input source by changing this parameter.
filteredVwma1: This is the filtered VWMA calculated based on the volume filter and the fast VWMA length. It is plotted as a line on the chart and can be used to identify short-term trends.
filteredVwma2: This is the filtered VWMA calculated based on the volume filter and the slow VWMA length. It is plotted as a line on the chart and can be used to identify long-term trends.
ma: This is the moving average of the filtered slow VWMA values, which is used to calculate the upper and lower bands. It is plotted as a line on the chart.
offs: This is the offset used to calculate the upper and lower bands. It is based on the standard deviation of the filtered slow VWMA values and is multiplied by 1.6185 * 3. It is plotted as a line on the chart.
up: This is the upper band calculated as the moving average plus the offset. It is plotted as a line on the chart and can be used to identify overbought conditions.
dn: This is the lower band calculated as the moving average minus the offset. It is plotted as a line on the chart and can be used to identify oversold conditions.
Volume Shaded CandlesDescription:
The Volume Shaded Candles indicator (VSC) is a technical analysis tool designed to represent price candles on a chart with transparency based on the volume traded during each candle. This overlay indicator enhances visual analysis by providing a visual representation of volume intensity.
How it Works:
The VSC indicator calculates the volume-to-transparency ratio by dividing the current volume by the highest volume within the last 10 periods. The ratio is then used to determine the shading intensity of the price candles. Higher volume relative to the recent highest volume results in lower transparency, while lower volume results in higher transparency.
Usage:
To effectively utilize the Volume Shaded Candles indicator, follow these steps:
1. Apply the Volume Shaded Candles indicator to your chart by adding it from the available indicators.
2. Configure the indicator's inputs:
- Specify the color for bullish candles using the "Bullish Color" input.
- Specify the color for bearish candles using the "Bearish Color" input.
3. Observe the shaded candles on the chart:
- Bullish candles are colored with the specified bullish color and shaded according to the volume intensity.
- Bearish candles are colored with the specified bearish color and shaded according to the volume intensity.
4. Interpret the shaded candles:
- Darker shading indicates higher volume during the corresponding candle.
- Lighter shading indicates lower volume during the corresponding candle.
5. Combine the analysis of shaded candles with other technical analysis tools, such as trend lines, support and resistance levels, or candlestick patterns, to identify potential trade setups.
6. Implement appropriate risk management strategies, including setting stop-loss orders and position sizing, to manage your trades effectively and protect your capital.
Vollinger BandsI'm happy to present to you... VOLLINGER BANDS. Loosely based on bollinger bands, this indicator uses the new Up/Down Volume indicator from tradingview, which I have add moving averages, and a width calculation between them to determine squeeze. Essentially I have created a volume squeeze bollinger band derivative, hence the term "Vollinger Band".
The bands are NOT a deviation of any middle line or moving average, but rather their own moving averages of the volume delta, respectively.
Blue background = Volume Squeeze (vollinger bands width is less than the squeeze strength line), meaning consolidation, and a big move may happen soon.
Top line = A moving average of the Up Volume delta
Bottom line = A moving average of the Down Volume delta
Vol MA = the moving average length of both the top/bottom line
> If you zoom in, you can see a white line, which is the squeeze represented as a single line, calculated using bollinger bands width. The squeeze strength is a moving average of the squeeze line, which then determines if the width is below that moving average, then the squeeze will occur (white line below purple)
The bands are colored based on the sum of the Up/Down volume over the specified number of bars (preset at 5). If the volume is more buying than selling over that amount of bars, then the line is colored green, and vice versa.
Display Trade Volume with MA Angle and Price VelocityThis Pine Script indicator is designed to provide traders with a visual representation of trade volume, moving average (MA) angle, and price velocity on a chart. The primary components of this indicator are:
Trade Volume: The indicator compares the current bar's trade volume with the average volume over a user-defined lookback period. The volume is displayed as either "Low" or "Trade" in a table, with red or green background color, respectively, to indicate whether it's below or above the average volume.
MA Angle: The indicator calculates the angle of the moving average (either Simple, Exponential, or Hull) over a user-defined length. A positive angle is shown in green, while a negative angle is shown in red. The angle is displayed in degrees in the table.
Price Velocity: This component calculates the velocity of price movement by comparing the difference between high and low prices over a user-defined lookback period. It then displays the velocity as either "Slow" or "Fast" in the table, with red or green background color, respectively, depending on whether it's below or above the average difference.
The indicator also includes alert conditions for high and low volume situations, notifying the trader when the current bar's volume is significantly higher or lower than the average volume.
ETH Volume*Close Top Exchanges in millions $The script is designed to create a custom indicator that calculates the total volume of Ethereum traded on various exchanges, calculated in millions of dollars, and then plots a histogram of that volume along with a Simple Moving Average (SMA) of the volume.
The script starts by setting some input parameters such as the length of the SMA and the range period. It then requests data on the volume of Ethereum traded on several exchanges such as Binance, Coinbase, Kraken, and others. It calculates the combined total volume across all these exchanges and multiplies it by the close price of Ethereum to get a value in millions of dollars.
The script then checks if the volume is rising while the price is lower than the previous 5 bars high and higher than the previous 5 bars low, and if so, it sets the color of the histogram bars to white. It then plots the histogram bars and the SMA on the chart.
BTC Volume*Close from Top ExchangesThe script is designed to create a custom indicator that calculates the total volume of Bitcoin traded on various exchanges, calculated in millions of dollars, and then plots a histogram of that volume along with a Simple Moving Average (SMA) of the volume.
The script starts by setting some input parameters such as the length of the SMA and the range period. It then requests data on the volume of Bitcoin traded on several exchanges such as Binance, Coinbase, Kraken, and others. It calculates the combined total volume across all these exchanges and multiplies it by the close price of Bitcoin to get a value in millions of dollars.
The script then checks if the volume is rising while the price is lower than the previous 5 bars high and higher than the previous 5 bars low, and if so, it sets the color of the histogram bars to white. It then plots the histogram bars and the SMA on the chart.
ChArt Path"ChArt Path" shows the same datas as the candles, but as a channel, instead of individual candles.
It allows to focus on the direction of the price (instead of wondering the meaning of each candle), which hopefully simplifies the analysis, and reduces the confusion.
Also, it is artistically customizable!
A little time might be necessary to get used to this indicator.
NOTES FOR INSTALLATION:
- Japanese candles might be more expressive than Heiken Ashi, with this indicator.
- Hide the candles in the chart settings (right click on an empty space in the chart, then "Settings", "Symbol", and uncheck "Body", "Borders" and "Wick").
- Add "ChArt Path" to the chart.
- In the indicator's settings, choose the options you prefer. The Advanced setting are tuned by default for dark themes (bgcolor: black/#0a0c12). Feel free to make them your own!
HOW TO READ THE CHART?
- The path is between 2 borders (black by default) that represent the body of the candle (without the wicks).
- The wicks are represented around the path, as a gradient. This makes a price rejection very easy to spot, as a spike for ex.
SETTINGS
The standard settings are simple. You can pick 2 colors (bullish and bearish) for the path. And 1 color for the wicks.
The advanced settings let you customize the wicks' colors and opacity. You can also activate the gradient of volumes inside the path, to indicate the volume behind each candle.
HOW TO USE CHART PATH?
I use it on 2 timeframes (direction/entry), both with FREMA Trend (See below).
When there is a wick spike (price rejection), followed by an arrow signal in FREMA Trend, then there might be an opportunity. I look for confirmations from different origins, like volume, momentum, and cycles.
DO NOT BASE YOUR TRADING DECISIONS ON 1 SINGLE INDICATOR'S SIGNALS.
Always confirm your ideas by other means, like price action and indicators of a different nature.
NOTES ABOUT THE GRADIENT OF VOLUMES:
The more intense is the color, the bigger is the volume.
The unit is a 400 periods moving average of the volumes, considered as 1 volume.
Each color represents half of this volume. For ex: Grays indicate under (or equal) to the 400 MA (low volumes). Bright yellow represents above 7 times the 400 MA (very high volumes).
When there's no available volume datas, the candles turn bright green by default.
Crypto Uptrend Script + Pullback//Volume CandlesDescription: his is an adaption of my Pullback candle - This works on all timeframes and Markets (Forex//Stocks//)
Crypto Uptrend Script with Pullback Candle allows traders to get into a trend when the price is at end of a pullback and entering a balance phase in the market (works on all markets). The use of Moving averages to help identify a Trends and the use of Key levels to help traders be aware of where strong areas are in the market.
This script can work really well in Crypto Bull Runs when used on HTF and with confluences
The script has key support and resistance zones which are made up of quarterly data. Price reacts to these areas but patience is required as price will take time to come into these areas
I have updated the Pullback Candle with the use of Volume to filter out the weak Pullback Candles -
There are new candles to the script.
The First candle is the Bullish Volume Candle - This candle is set to a multiplier of 2x with a crossover of 50/100 on Volume - this then will paint a purple candle.
Uses of the Bullish Volume Candle:
Breakthrough of key areas // special chart patterns
Rejection of key areas
End of a impulse wave (Profit Takers)
The second candle is a Hammer - I prefer using the Hammers on Higher Timeframes however they do work on all timeframes. .
The third candle is a Exhaustion of impulse downward move.
Uses of this candle - can denote a new trend but has to be with confluence to a demand area // support area or with any use of technical analysis - using this alone is not advised
The fourth candle is a indecision candle in the shape of a Doji - this candle can help identify if the trend is in a continuation or a reversal
This script can work really well in Crypto Bull Runs
Disclaimer: There will be Pullbacks with High Volume (Breakouts) and not go the way as intended but this script is to allow traders to get into trends at good price levels. The script can paint signals in areas where price is too expensive so please do your own due diligence on the markets as this script is to help get into good areas of price
Please leave a thumbs up if you like this script and message me for information on how to use the script.
Volume Forecasting [LuxAlgo]The Volume Forecasting indicator provides a forecast of volume by capturing and extrapolating periodic fluctuations. Historical forecasts are also provided to compare the method against volume at time t .
This script will not work on tickers that do not have volume data.
🔶 SETTINGS
Median Memory: Number of days used to compute the median and first/third quartiles.
Forecast Window: Number of bars forecasted in the future.
Auto Forecast Window: Set the forecast window so that the forecast length completes an interval.
🔶 USAGE
The periodic nature of volume on certain securities allows users to more easily forecast using historical volume. The forecast can highlight intervals where volume tends to be more important, that is where most trading activity takes place.
More pronounced periodicity will tend to return more accurate forecasts.
The historical forecast can also highlight intervals where high/low volume is not expected.
The interquartile range is also highlighted, giving an area where we can expect the volume to lie.
🔶 DETAILS
This forecasting method is similar to the time series decomposition method used to obtain the seasonal component.
We first segment the chart over equidistant intervals. Each interval is delimited by a change in the daily timeframe.
To forecast volume at time t+1 we see where the current bar lies in the interval, if the bar is the 78th in interval then the forecast on the next bar is made by taking the median of the 79th bar over N intervals, where N is the median memory.
This method ensures capturing the periodic fluctuation of volume.
Volume DockThis oscillator has two different modes:
The first one called RSIs is a comparison between the Relative strength index of the Accumulation/Distribution (and the On Balance Volume) and the normal price, to analyze the differences in momentum between the price with volume and without.
The second one, called Dock, is similar except for the fact that the lines are smoothed using the hull moving average formula, this mode is great to signal entries and for reversal analyzing.
Weis Wave Volume - Simple labels and comparisonThis script is designed to identify and display the Weis Wave Volume on a chart. The Weis Wave Volume is a volume-based indicator that helps traders analyze market waves, identify trend reversals, and assess the strength of a trend. The script calculates wave volume based on user-defined input parameters, detects price waves, and displays the results as labels on the chart.
This version in particular is based on ideas from @the_MarketWhisperer and some other pieces of the script from @LucF.
The overall functionality of the script is to identify price waves and their corresponding volume. It does this by determining the trend direction and detecting trend reversals based on user-defined inputs such as the Trend reversal length and Price source for trend detection. The script also calculates and displays the cumulative volume of the current wave, the number of bars in the wave, the average volume in the wave, and consecutive increasing average volume bars in the same wave:
- An 'o' is printed to show that the volume of the current wave was 'O'ver/ above the count of the volume from preceding wave (regardless of it being up or down).
- An 'u' is printed to show that the volume of the current wave was 'U'nder/ below the count of the volume from preceding wave (regardless of it being up or down).
- Current wave will be between ' ' signaling that the wave is not confirmed yet.
- Actual values for the wave are available as tooltips. You decide how many bars to show the labels for, but for now and since I am a fan of clean charts, this is set to 50.
The user can adjust various inputs that affect the output of the script, such as Trend reversal length, Price source for trend detection, Labels for X last bars. Adjusting these inputs allows the trader to customize the script's behavior to better suit their trading style or specific market conditions. For example, by increasing the Trend reversal length, the script will require more consecutive bars in the opposite direction to confirm a trend reversal, potentially filtering out shorter-term price fluctuations. Similarly, adjusting the Price source for trend detection allows the user to base trend calculations on different price values, such as the high, low, or close of each bar.
In addition to the customizable inputs, the user can enable or disable the display of pivot markers and choose the colors for the up and down volume labels. This helps the trader to easily visualize and analyze the wave volume information on the chart.
In summary, this script offers traders a powerful tool for visualizing and analyzing the Weis Wave Volume on a chart. By identifying price waves, detecting trend reversals, and providing insights into the strength of a trend based on volume, the script can be a valuable addition to a trader's technical analysis toolbox. Please note this is not meant to provide any buy or sell signals, it should be rather used to complement your existing analysis.
Have fun and trade wisely ;)
Stochastic Momentum Index (SMI) of Money Flow Index (MFI)"He who does not know how to make predictions and makes light of his opponents, underestimating his ability, will certainly be defeated by them."
(Sun Tzu - The Art of War)
▮ Introduction
The Stochastic Momentum Index (SMI) is a technical analysis indicator that uses the difference between the current closing price and the high or low price over a specific time period to measure price momentum.
On the other hand, the Money Flow Index (MFI) is an indicator that uses volume and price to measure buying and selling pressure.
When these two indicators are combined, they can provide a more comprehensive view of price direction and market strength.
▮ Improvements
By combining SMI with MFI, we can gain even more insights into the market. One way to do this is to use the MFI as an input to the SMI, rather than just using price.
This means we are measuring momentum based on buying and selling pressure rather than just price.
Another way to improve this indicator is to adjust the periods to suit your specific trading needs.
▮ What to look
When using the SMI MFI indicator, there are a few things to look out for.
First, look at the SMI signal line.
When the line crosses above -40, it is considered a buy signal, while the crossing below +40 is considered a sell signal.
Also, pay attention to divergences between the SMI MFI and the price.
If price is rising but the SMI MFI is showing negative divergence, it could indicate that momentum is waning and a reversal could be in the offing.
Likewise, if price is falling but the SMI MFI is showing positive divergence, this could indicate that momentum is building and a reversal could also be in the offing.
In the examples below, I show the use in conjunction with the price SMI, in which the MFI SMI helps to anticipate divergences:
In summary, the SMI MFI is a useful indicator that can provide valuable insights into market direction and price strength.
By adjusting the timeframes and paying attention to divergences and signal line crossovers, traders can use it as part of a broader trading strategy.
However, remember that no indicator is a magic bullet and should always be used in conjunction with other analytics and indicators to make informed trading decisions.
Volume-Weighted Closing Range (TG Fork)Volume-weighted closing range of each bar. Closing range is (high - close) relative to the length of the wick (high - low). A close at the top of the wick would be 100%, middle 50%, bottom 0%. This is then multiplied by volume to weight towards high volume bars.
A moving average is applied to visualize trend in volume-weighted closing range over time.
Options include changing the threshold of bullish closes. The default is 50%, but you can view a close above 40% as a bullish .
How to use:
Columns indicate per-bar closing range, and can be used as either a buying-selling pressure indicator, or as an overreaction detector (eg, bars that are abnormally big can be used to start a fading/contrarian trade next bars). Green means the bar closed in the upper range, red in the lower range.
The cloud is the moving average over several bars (by default using EMA). This tends to represent sentiment over a period of time, and hence trend/momentum. Can be used in any timescale, even on weekly, then this represents the market cycles.
If you like this indicator, please show the original author your appreciation:
Volume+This volume indicator uses a long WMA to establish an average volume and calculates the standard deviation based on that average. Each deviation level from 1 to 3 is also plotted with the bar color gradually increasing in intensity when more than one standard deviation is exceeded.
UB Profit Signal IndicatorThe UB Profit Signal indicator is a technical analysis tool designed to identify potential buy and sell signals in the market. The indicator is based on four technical indicators - Moving Average Convergence Divergence (MACD), Relative Strength Index (RSI), Bollinger Bands (BB), and volume moving average.
The script starts by defining input variables such as MACD Fast Length, MACD Slow Length, MACD Signal Length, RSI Length, etc. These variables are used to customize the indicator based on the user's preference.
The MACD is calculated using the ta.macd function, which returns three variables: the MACD Line, Signal Line, and Histogram. The MACD line is calculated as the difference between two exponential moving averages of the price. The signal line is a moving average of the MACD line. The histogram shows the difference between the MACD line and the signal line.
The RSI is calculated using the ta.rsi function, which calculates the RSI value based on the number of periods specified in the RSI Length input variable. The RSI is a momentum oscillator that measures the speed and change of price movements.
The Bollinger Bands are calculated using the ta.sma and ta.stdev functions. The Simple Moving Average (SMA) is calculated using the close price over 21 periods, while the Standard Deviation is calculated using the close price over the same 21 periods. The upper and lower bands are then calculated based on the SMA and Standard Deviation.
Finally, the buy and sell signals are generated based on specific conditions that combine the MACD, RSI, and BB values. For example, a buy signal is generated when the RSI value is greater than 30, the volume is greater than the volume moving average, the close price is greater than the 9-period SMA, and the close price is between the upper and lower BBs. Similarly, a sell signal is generated when the RSI value is less than 40, the volume is greater than the volume moving average, the close price is less than the 9-period SMA, and the close price is between the upper and lower BBs.
The buy and sell signals are plotted on the chart using the plotshape function, which creates triangular shapes above and below the bars to indicate the signals. Green triangles indicate a buy signal, while red triangles indicate a sell signal. Overall, the UB Profit Signal indicator can be useful for traders looking to identify potential buy and sell signals in the market and take advantage of price movements.
Weekday Change & Volume Average TableHaving a reference point for comparing with current data has always been an important task in market analysis. This script tried to give a better understanding based on weekdays.
This script shows that in the current ticker, what is the average movement of the price (High-Low) and volume for each weekday. Depending on the market and the exchange it should be different.
The Interesting point is that, for example in BINANCE:BTCUSDT , on Saturday and Sunday, volume is about 30% less and the price movement is about 20% less.
The script can be used on any timeframe and any symbol, just remember that the data shown is based on the candles on the chart, so it is different also based on your tradingview's account since Historical bars available for Basic is 5K, Pro & Pro+ is 10K and Premium is 20K; And in lower timeframes it is calculating more recent data.
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.
Relative Price Volume
Relative Price Volume is an indicator which shows anomalies between price and volume on a chart over a given period. The goal is to identify potential reversal and/consolidation areas for price as it relates to volume. It is a simple variation of a Volume at Price indicators. It can also be used to mark potential support and resistance lines on the chart as the areas it signals is where the price battles are waged.
Settings:
Period = length for which to calculate average candle body and average volume
Long Factor = relative size multiplier to determine if a candle is larger than average or if volume is higher than average
Short Factor = relative size multiplier to determine if a candle is smaller than average or if volume is lower than average
Anomaly Conditions
1. If a candle is larger than average and volume is lower than average, then this is an anomaly, and we should be on alert for a change in momentum.
2. if a candle is smaller than average and volume is higher than average, then this too is an anomaly and should put us on alert.
The indicator will draw a cross on the chart indicating the candle is that is flashing the warning that the run is done and a potential consolidation and/or reversal is pending. Used in conjunction with support and resistance levels this could signal a time to enter or exit a trade.
The default size factors considers a candle or volume:
1. Larger than average if it is 60% or more (.6) larger than average.
2. Smaller than average if it is 40% or less (.4) smaller than average.
Hope this helps! Happy trading!
Volume and vPOC InsightsThe vPOC or volume point of control shows where most of the volume was traded. This is important because this is where the institutions and market makers have opened their positions, and these are the ones that move the markets!
This indicator is designed to cut through the volume noise, and enable the hiding of lower volume data.
The main setting allows you to define a lookback, and obscure the candles whose volume is less than x % of the highest volume in this lookback.
Of the remaining candles, their vPOC will be displayed. There are extra settings to extend naked vPOCs, as well as the highs and lows of these high volume candles, plus an EMA based on the vPOC price levels.
I must credit quantifytools @quantifytools who allowed me to utilize his code, for finding vPOCs using lower timeframe candles - there are comments in the code also. It works perfectly so why reinvent the wheel?
High/Low VolumeIn this indicator, I show you a better way to define high/low values of volume (or any other indicator).
Quite often, I get requests from my clients that an indicator level should be “high” or that it should be above a certain absolute level.
The first request is hard to interpret mathematically, but traders can easily spot it on the chart. The second one is not flexible, and it might not make sense in another market regime.
To solve that, you can compute dynamic high/low levels that represent unexpected extreme values that are adaptable to recent conditions.
There are two pretty simple methods I’m using quite often in my scripts percentiles and sigma (standard deviations).
Percentile looks back at X bars and computes the value under which a certain % of data points are located. So, for example, if we’re computing 90%tile and we’re looking at 100 bars, we’ll get a value under which we have values of precisely 90 bars for this indicator. It’s a good idea to use something like 5%tile for low level and 95%tile for high level.
Sigma(σ) is related to standard deviation. If we assume that our data is normally distributed, then 68% of data points should be in the range of mean +-1σ, 95% → mean +-2σ. So we can assume that something above 2σ is a pretty rare and extreme event.
In this script, I give you an example of how to compute both on volume, but you can easily change this to another indicator.
The issue with volume is that it’s not normally distributed, and your low level will be quite often too low to detect any low levels. Ideally, we have to use a more sophisticated formula that fits volume distribution better.
In this indicator, you can set the following parameters:
Choose type: Percentile or Sigma
Lookback Period
High/Low Percentiles
Sigmas #
You can also receive alerts for high/low volume events.
Disclaimer
Please remember that past performance may not indicate future results.
Due to various factors, including changing market conditions, the strategy may no longer perform as well as in historical backtesting.
This post and the script don’t provide any financial advice.
[potatoshop] Volume Profile lower timeframeThis script is a volume profile that displays the volume of transactions in price blocks over a recent period of time.
For a more detailed representation, OHCLV values on the time frame lower than the time zone on the chart were called and expressed.
Low time frames are adjustable.
You can adjust the number of blocks and the most recent time period that you want to view.
Although it cannot be compared to the volume indicators provided for paid users of Trading-View, it has functioned by displaying transactions that are difficult to find on open source.
Displays the amount traded in each block and the percentage of the total over a given period.
POC represents the middle value of the block with the highest transaction volume as a line.
TPOC represents the block that stayed the longest regardless of the volume of transaction.
The reversal line appears when you determine the trading advantage of the rising and falling closing on a block basis and then have a different value from the neighboring blocks.
(I didn't mean it much, but I just put it in for fun.)
It represents the total volume of transactions traded in each block, and there are also check boxes in the settings window that represent the volume of transactions that closed higher and closed lower.
You can specify the color of each block.
The highest and lowest values for the set period and the total sum of each block are displayed at the bottom of the box.
Because it was made using a lot of arrays, the total transaction volume was marked separately to check the value.
When expressing the price block according to the trading volume percentage, it was a pity that the minimum pixel was 1 bar, so it could not be expressed delicately.
Although set to bar_time in Box properties xloc, 1 bar was actually the minimum unit of the X-axis value.
The logic used to place the transaction volume for each block is as follows.
1. Divide the difference between the high and low values of 1 LTF bar by the transaction volume .
2. Find the percentage of this LTF bar within each block.
3. Multiply the ratio by the transaction volume again.
4. Store the value in each block cell.
Below are the codes of the people I referred to this time.
1. ‘Time & volume point of control (TPOC & VPOC)’ by quantifytools
2. ‘Volume Profile ’ by LuxAlgo
3. ‘Volume Profile and Volume Indicator by DGT’ by dgtrd
The script is for informational and educational purposes only.
이 스크립트는 최근 일정 기간동안의 거래량을 가격 블록단위로 표시해 주는 볼륨 프로화일입니다.
좀 더 자세한 표현을 위해 차트상의 시간대보다 낮은 시간 프레임상의 OHCLV 값들을 호출하여 표현하였습니다.
낮은 시간 프레임은 조절 가능합니다..
보고 싶은 최근 일정 기간과 블럭 갯수를 조절할 수 있습니다.
트뷰 유료 사용자들을 위해 제공하는 지표와는 비교할 수는 없지만, 오픈 소스상에서는 찾기 힘든 거래량을 표시해 기능을 넣었습니다.
각 블럭에서 거래되었던 양 과 주어진 기간 동안의 총량 대비 퍼센트를 표시해 줍니다.
POC는 거래량이 가장 많았던 블럭의 중간값을 라인으로 표현해 줍니다.
TPOC는 거래량에 상관없이 가장 오랜 시간 머물렸던 블럭을 표현해 줍니다.
반전선은 블럭 단위로 상승 마감과 하락 마감의 거래량 우세를 결정한 뒤, 이웃 블럭들하고 다른 값을 가질 때 나타납니다.
(어떤 뜻을 갖고 만든 건 아니고 그냥 재미로 넣어 보았습니다.)
각 블럭에서 거래되었던 총거래량을 표현해 주며, 또한 설정창에서 상승 마감한 거래량과 하락 마감한 거래량을 표현하는 체크 박스가 있습니다.
각 블럭의 색깔을 지정하실 수 있습니다.
설정된 기간 동안의 최고값과 최저값, 각 블럭을 합친 총량을 박스 하단에 표시해 두었습니다.
어레이를 많이 사용하여 만들었기 때문에 값의 확인을 위해 전체 거래량을 따로 표시하였습니다.
가격 블럭을 거래량 퍼센트에 따라 표현할 때, 최소 픽셀이 1bar 이어서 섬세하게 표현 할 수 없어 안타까웠습니다.
박스 속성을 xloc.bar_time 로 설정하였지만 실제로는 1 bar가 X축 값의 최소 단위였습니다.
각 블록 별로 거래량을 배치 할 때 쓰인 로직은 다음과 같습니다.
1. 1 LTF bar의 하이 와 로우 값의 차이를 거래량으로 나누어 줍니다.
2. 각 블록 안에서 이 LTF bar가 차지 하는 비율을 구합니다.
3. 그 비율에 다시 거래량을 곱해 줍니다.
4. 그 값을 각 블록 셀에 저장해 줍니다.
밑에 제가 이번에 참고한 분들의 코드들입니다.
1. ‘Time & volume point of control (TPOC & VPOC)’ by quantifytools
2. ‘Volume Profile ’ by LuxAlgo
3. ‘Volume Profile and Volume Indicator by DGT’ by dgtrd
