Bullish/Bearish VolumeThe "Bullish/Bearish Volume" indicator helps traders identify discrepancies between price movement and trading volumes. Sometimes the price trends in one direction while trading volumes indicate opposing intentions among market participants. This indicator aims to identify such divergences, assisting traders in making more informed and balanced trading decisions.
Key features:
1. Directional Volume Differences: The indicator calculates volumes by separating them into two main categories: buying and selling. When the closing price is higher than the opening price, buying volume is shown in green, while selling volume is shown in red when the closing price is lower than the opening price. This accurate classification helps identify which volume type predominates in the current interval.
2. Histograms by Fixed Time Intervals: Collecting data from a fixed time interval (1 minute), the indicator analyzes and sums up buying and selling volumes regardless of the selected chart timeframe. This provides a more detailed market view, allowing traders to accurately gauge sentiment within any chosen timeframe.
3. Total Volume: The indicator aggregates buying and selling volumes, representing total trading activity in gray transparent bars. This gives traders a clear visual representation of overall volume activity in the market for a selected period.
4. Volume Delta and its Moving Average: The volume delta (the difference between buying and selling volumes) is highlighted in blue, allowing for monitoring shifts in the balance of buying and selling power. Additionally, the indicator includes a moving average of the delta, shown as a blue line, to smooth out short-term fluctuations and help traders easily identify long-term trends in volume shifts.
5. Volume Volatility: A histogram representing volume volatility offers insight into trading activity variability, uncovering abnormal spikes or lulls in market dynamics.
Bullish/Bearish Volume is a powerful tool that can break down market flows into understandable signals, enabling traders to better recognize imbalances and make informed decisions.
"imbalance" için komut dosyalarını ara
ICT Times [joshu]This TradingView indicator provides a comprehensive view of ICT killzones, Silver Bullet times, and ICT Macros, enhancing your trading experience.
In those time windows price either seeks liquidity or imbalances and you often find the most energetic price moves and turning points.
Features:
Automatic Adaptation: The ICT killzones intelligently adapt to the specific chart you are using. For Forex charts, it follows the ICT Forex times:
Asia: 2000-0000
London: 0200-0500
New York: 0700-1000
London Close: 1000-1200
For other charts, it uses the following session times:
Asia: 2000-0000
London: 0200-0500
New York AM: 0830-1100
New York PM: 1330-1600
Silver Bullet Times:
0300-0400
1000-1100
1400-1500
How to Use:
Simply apply the indicator to your chart, and the session boxes and Silver Bullet times will be plotted automatically.
Liquidity Hunter [ChartPrime]The Liquidity Hunter helps traders identify areas in the market where reversals may occur by analyzing candle formations and structures.
█ Wick-to-Body Analysis:
The Liquidity Hunter analyses each candlestick to identify those with distinctive wick-to-body ratios. By focusing on candles with significant wick imbalances, it can reveal potential liquidity absorption zones that may influence market behavior. Users can fine-tune this ratio to their preferences through customizable body% and wick% inputs, allowing for tailored analysis.
█ Body Size Significance:
To ensure the relevance and impact of its findings, this indicator evaluates the size of the candle body.
Only candles with bodies meeting a certain size threshold are considered, eliminating noise and highlighting candles of significance.
█ Dynamic Target Setting:
The Liquidity Hunter employs the Average True Range (ATR) as a foundation for target calculation. Users can adjust their trading targets by specifying a multiplier, offering flexibility in capturing potential profit or managing risk. Customizable target inputs ensure adaptability to your trading strategy.
█ Stop Loss Protection:
In addition to setting your profit targets, the Liquidity Hunter incorporates stop loss levels, safeguarding your investments from excessive risk. By implementing a well-balanced risk-reward ratio, users may be better at navigating market fluctuations.
█ Market Character Labels:
The Liquidity Hunter Indicator goes beyond basic analysis by detecting changes in market character. It identifies shifts in sentiment providing traders with invaluable insights into evolving market conditions.
█ Candle Color Highlighting:
To enhance user-friendliness and visualization, the indicator employs distinctive candle colors between trades. These color cues help you easily spot and interpret trading opportunities, drawing your attention to potential entry and exit points.
Overall this indicator is designed to help simplify liquidity analysis and give visual targets in a market.
Volume Delta CandlesThis indicator is designed to visualize the volume delta, which represents the difference between buying and selling volumes during each candle period. The indicator plots custom candlesticks on the chart, with OHLC values calculated based on the volume delta.
Calculations:
To calculate the volume delta, the indicator first determines the buying and selling volumes. If the closing price is higher than the opening price (close > open), the volume is considered as buying volume. If the closing price is lower than the opening price (close < open), the volume is considered as selling volume. Otherwise, the volume is set to zero. The volume delta is then calculated as the difference between the buying volume and the selling volume.
The custom OHLC values are derived from the volume delta. The custom open is obtained by subtracting the volume delta from the closing price. The custom close is obtained by adding the volume delta to the closing price. The custom high is set as the maximum value between the closing price and the custom open, ensuring that the candle represents the highest value within the range. The custom low is set as the minimum value between the closing price and the custom open, ensuring that the candle represents the lowest value within the range.
Interpretation:
The indicator's custom candles provide visual insights into the volume delta. Each candlestick's color (lime for positive volume delta, fuchsia for negative volume delta) indicates the dominance of buying or selling pressure during that period. When the volume delta is positive, it suggests that buying volume exceeded selling volume, possibly indicating a bullish sentiment. Conversely, when the volume delta is negative, it indicates that selling volume was higher, potentially signaling a bearish sentiment. The indicator also plots a zero line to represent the equilibrium point, where buying and selling volumes are equal.
Potential Uses and Limitations:
Traders can use the indicator to gain insights into the strength and direction of buying and selling pressures. Positive volume delta during an uptrend could suggest the presence of strong buying interest, potentially supporting further bullish moves. On the other hand, negative volume delta during a downtrend could indicate intensified selling pressure, hinting at potential further declines. Traders might use the indicator in conjunction with other technical analysis tools, such as support and resistance levels, trendlines, or oscillators, to confirm potential reversal points or trend continuations.
It's essential to interpret the indicator in the context of the overall market environment. While volume delta can provide valuable insights into short-term buying and selling imbalances, it is just one aspect of market analysis. Traders should consider other factors, such as market structure, fundamental events, and overall sentiment, to make informed trading decisions. Additionally, the indicator's efficacy might vary across different market conditions, and it may produce false signals during low-volume periods or choppy markets.
Conclusion:
By visualizing volume delta through custom candlesticks, traders can gauge market sentiment and potentially identify key reversal or continuation points. As with any technical indicator, it is advisable to use the Volume Delta Candles in combination with other tools to gain a comprehensive understanding of market conditions and make well-informed trading choices. Additionally, traders should practice proper risk management techniques to protect their capital while using the indicator in their trading strategy.
ADR/AWR/AMR Average Daily+Weekly+Monthly Range[Traders Reality]Advanced ADR/AWR/AMR indicator created for Traders Reality community, as well as the greater trading community.
Thanks to the TR community discord guys: infernix, peshocore and xtech5192
Everything is modular and can be turned on/off, including a customisable table showing daily/weekly/monthly average pips/dollars.
If you just want the average daily range lines for example, you can just disable everything else. You can choose how many days to look back; as well as for weeks or months.
Check out Traders Reality on YouTube if you want to see this implemented as part of Tino's strategy that utilizes market manipulation, imbalances, times of day etc.
Price regularly reverses from ADR, making it one of the few highly valuable indicators in price action/smart money trading.
Simple ICT Market Structure by toodegreesThis Simple ICT Market Structure is based on the teachings of ICT, specifically in his episode 12 of the Public 2022 Mentorship.
The only omission here is the peculiar calculation of Intermediate Term points, for which I am not using the concept of repricing imbalances – this can be added later!
Feel free to use this tool, however it is quite simple and market structure is something we all know very well how to spot. In my opinion it is helpful to display the long term swing points to identify more mature pools of liquidity.
The reason for coding this tool is to help new coders understand PineScript (I have a video tutorial where I code this from start to finish), as well as fostering some algorithmic thinking in your trading of ICT Concepts and Algorithmic Delivery.
If you have any questions about the code, shoot me a message!
Hope you learn something and GLGT!
Open Interest Profile (OI)- By LeviathanThis script implements the concept of Open Interest Profile, which can help you analyze the activity of traders and identify the price levels where they are opening/closing their positions. This data can serve as a confluence for finding the areas of support and resistance , targets and placing stop losses. OI profiles can be viewed in the ranges of days, weeks, months, Tokyo sessions, London sessions and New York sessions.
A short introduction to Open Interest
Open Interest is a metric that measures the total amount of open derivatives contracts in a specific market at a given time. A valid contract is formed by both a buyer who opens a long position and a seller who opens a short position. This means that OI represents the total value of all open longs and all open shorts, divided by two. For example, if Open Interest is showing a value of $1B, it means that there is $1B worth of long and $1B worth of short contracts currently open/unsettled in a given market.
OI increasing = new long and short contracts are entering the market
OI decreasing = long and short contracts are exiting the market
OI unchanged = the net amount of positions remains the same (no new entries/exits or just a transfer of contracts occurring)
About this indicator
*This script is basically a modified version of my previous "Market Sessions and Volume Profile by @LeviathanCapital" indicator but this time, profiles are generated from Tradingview Open Interest data instead of volume (+ some other changes).
The usual representation of OI shows Open Interest value and its change based on time (for a particular day, time frame or each given candle). This indicator takes the data and plots it in a way where you can see the OI activity (change in OI) based on price levels. To put it simply, instead of observing WHEN (time) positions are entering/exiting the market, you can now see WHERE (price) positions are entering/exiting the market. This is the same concept as when it comes to Volume and Volume profile and therefore, similar strategies and ways of understanding the given data can be applied here. You can even combine the two to gain an edge (eg. high OI increase + Volume Profile showing dominant market selling = possible aggressive shorts taking place)
Green nodes = OI increase
Red nodes = OI decrease
A cluster of large green nodes can be used for support and resistance levels (*trapped traders theory) or targets (lots of liquidations and stop losses above/below), OI Profile gaps can present an objective for the price to fill them (liquidity gaps, imbalances, inefficiencies, etc), and more.
Indicator settings
1. Session/Lookback - Choose the range from where the OI Profile will be generated
2. OI Profile Mode - Mode 1 (shows only OI increase), Mode 2 (shows both OI increase and decrease), Mode 3 (shows OI decrease on left side and OI increase on the right side).
3. Show OI Value Area - Shows the area where most OI activity took place (useful as a range or S/R level )
4. Show Session Box - Shows the box around chosen sessions/lookback
5. Show Profile - Show/hide OI Profile
6. Show Current Session - Show/hide the ongoing session
7. Show Session Labels - Show/hide the text labels for each session
8. Resolution - The higher the value, the more refined a profile is, but fewer profiles are shown on the chart
9. OI Value Area % - Choose the percentage of VA (same as in Volume Profile's VA)
10. Smooth OI Data - Useful for assets that have very large spikes in OI over large bars, helps create better profiles
11. OI Increase - Pick the color of OI increase nodes in the profile
12. OI Decrease - Pick the color of OI decrease nodes in the profile
13. Value Area Box - Pick the color of the Value Area Box
14. Session Box Thickness - Pick the thickness of the lines surrounding the chosen sessions
Advice
The indicator calculates the profile based on candles - the more candles you can show, the better profile will be formed. This means that it's best to view most sessions on timeframes like 15min or lower. The only exception is the Monthly profile, where timeframes above 15min should be used. Just take a few minutes and switch between timeframes and sessions and you will figure out the optimal settings.
This is the first version of Open Interest Profile script so please understand that it will be improved in future updates.
Thank you for your support.
** Some profile generation elements are inspired by @LonesomeTheBlue's volume profile script
Breadth - Advance Decline ThrustBreadth indicator. Takes NYSE/NQ/US up volume and divides it by the total volume to get an advance decline thrust ratio which can be used as a measure of market breadth.
Also has the option to look at the cumulative breadth over the trailing x days.
Also has the option to display as cumulative net up volume which will show lower values than advance decline thrust on days where there were large buy/sell imbalances, but the total day's volume was low.
Bodies X Wix Version of Smart Money Tools by makuchaku & eFeThis is the same Script as Super Fair Value Gaps / FVG /BoS / by makuchaku & eFe. Mine Should Default to Large Text instead of small. The Super Order Blocks I believe was meant to for you to find one of the many Smart Money tools such as turn on the Fair Value gap but leave the others off, or Turn on where the Break of Structure and leave the others off. The reason I believe this is because the default values for each of the structures were default colored (green for positive and red for negative) for all.
Mine has a different Color for every possible structure. As long as you can read with the larger text that I added, then you can create your own boxes positive for break of structure, rejection block, order blocks and fair value gaps for any time frame. The reason I did that is because There's only certain things I believe I will need to mark for myself in each time frame, and then from there You can stretch iyour own box out further in time because if price touches a fair value gap for example, the fair value gap should conyinue in time until at least 2 candles have filed the Fair valu gap going both directions. That's truly when the fair value gap should is mitigated and will from off the chart. However, If I knew How to add the code for that, I would.
Additionally, I have the Max Boxes per chart, so you should have the ability to see every OB, FVG,RJB, & BoS on the chart
I tried my hardest to create a colored border that was different from the box. But the way the original was coded was almost impossible to do. Because they defined each of the structures (FVG, OB, BoS, RJB) outer levels, when the outer levels connect via math in the code, then it joins all the outside lines for a rectangle. When creating a box, the coloe will always be the same as the border unfortunately. (Unless I replan this from the beginning)
I also Changed the default labels for reach structure from a hard to read gray to a white that pops out.
Also, chart indicators are a little large as well. Such as the cross, sideways cross, The green Triangle, and the white Diamond. You'll get used to it or you can change it as well.
Creating videos for students, you need something they can see.
So, I just wanted to ensure everything was a little more unique and easily usable when showing this to my students when I send them private videos for our weekly lessons. I'm trying to learn how to use the IPFS for THAT, (which i see has invaded PineScript) Hope this indicator helps.
If you're to borrow this, Just make sure you keep the authors in the name makuchaku & efe
ICT IPDA Look BackThis script automatically calculates and updates ICT's daily IPDA look back time intervals and their respective discount / equilibrium / premium, so you don't have to :)
IPDA stands for Interbank Price Delivery Algorithm. Said algorithm appears to be referencing the past 20, 40, and 60 days intervals as points of reference to define ranges and related PD arrays.
Intraday traders can find most value in the 20 Day Look Back box, by observing imbalances and points of interest.
Longer term traders can reference the 40 and 60 Day Look Back boxes for a clear indication of current market conditions.
Relative Volume at Time█ OVERVIEW
This indicator calculates relative volume, which is the ratio of present volume over an average of past volume.
It offers two calculation modes, both using a time reference as an anchor.
█ CONCEPTS
Calculation modes
The simplest way to calculate relative volume is by using the ratio of a bar's volume over a simple moving average of the last n volume values.
This indicator uses one of two, more subtle ways to calculate both values of the relative volume ratio: current volume:past volume .
The two calculations modes are:
1 — Cumulate from Beginning of TF to Current Bar where:
current volume = the cumulative volume since the beginning of the timeframe unit, and
past volume = the mean of volume during that same relative period of time in the past n timeframe units.
2 — Point-to-Point Bars at Same Offset from Beginning of TF where:
current volume = the volume on a single chart bar, and
past volume = the mean of volume values from that same relative bar in time from the past n timeframe units.
Timeframe units
Timeframe units can be defined in three different ways:
1 — Using Auto-steps, where the timeframe unit automatically adjusts to the timeframe used on the chart:
— A 1 min timeframe unit will be used on 1sec charts,
— 1H will be used for charts at 1min and less,
— 1D will be used for other intraday chart timeframes,
— 1W will be used for 1D charts,
— 1M will be used for charts at less than 1M,
— 1Y will be used for charts at greater or equal than 1M.
2 — As a fixed timeframe that you define.
3 — By time of day (for intraday chart timeframes only), which you also define. If you use non-intraday chart timeframes in this mode, the indicator will switch to Auto-steps.
Relative Relativity
A relative volume value of 1.0 indicates that current volume is equal to the mean of past volume , but how can we determine what constitutes a high relative volume value?
The traditional way is to settle for an arbitrary threshold, with 2.0 often used to indicate that relative volume is worthy of attention.
We wanted to provide traders with a contextual method of calculating threshold values, so in addition to the conventional fixed threshold value,
this indicator includes two methods of calculating a threshold channel on past relative volume values:
1 — Using the standard deviation of relative volume over a fixed lookback.
2 — Using the highs/lows of relative volume over a variable lookback.
Channels calculated on relative volume provide meta-relativity, if you will, as they are relative values of relative volume.
█ FEATURES
Controls in the "Display" section of inputs determine what is visible in the indicator's pane. The next "Settings" section is where you configure the parameters used in the calculations. The "Column Coloring Conditions" section controls the color of the columns, which you will see in three of the five display modes available. Whether columns are plotted or not, the coloring conditions also determine when markers appear, if you have chosen to show the markers in the "Display" section. The presence of markers is what triggers the alerts configured on this indicator. Finally, the "Colors" section of inputs allows you to control the color of the indicator's visual components.
Display
Five display modes are available:
• Current Volume Columns : shows columns of current volume , with past volume displayed as an outlined column.
• Relative Volume Columns : shows relative volume as a column.
• Relative Volume Columns With Average : shows relative volume as a column, with the average of relative volume.
• Directional Relative Volume Average : shows a line calculated using the average of +/- values of relative volume.
The positive value of relative volume is used on up bars; its negative value on down bars.
• Relative Volume Average : shows the average of relative volume.
A Hull moving average is used to calculate the average used in the three last display modes.
You can also control the display of:
• The value or relative volume, when in the first three display modes. Only the last 500 values will be shown.
• Timeframe transitions, shown in the background.
• A reminder of the active timeframe unit, which appears to the right of the indicator's last bar.
• The threshold used, which can be a fixed value or a channel, as determined in the next "Settings" section of inputs.
• Up/Down markers, which appear on transitions of the color of the volume columns (determined by coloring conditions), which in turn control when alerts are triggered.
• Conditions of high volatility.
Settings
Use this section of inputs to change:
• Calculation mode : this is where you select one of this indicator's two calculation modes for current volume and past volume , as explained in the "Concepts" section.
• Past Volume Lookback in TF units : the quantity of timeframe units used in the calculation of past volume .
• Define Timeframes Units Using : the mode used to determine what one timeframe unit is. Note that when using a fixed timeframe, it must be higher than the chart's timeframe.
Also, note that time of day timeframe units only work on intraday chart timeframes.
• Threshold Mode : Five different modes can be selected:
— Fixed Value : You can define the value using the "Fixed Threshold" field below. The default value is 2.0.
— Standard Deviation Channel From Fixed Lookback : This is a channel calculated using the simple moving average of relative volume
(so not the Hull moving average used elsewhere in the indicator), plus/minus the standard deviation multiplied by a user-defined factor.
The lookback used is the value of the "Channel Lookback" field. Its default is 100.
— High/Low Channel From Beginning of TF : in this mode, the High/Low values reset at the beginning of each timeframe unit.
— High/Low Channel From Beginning of Past Volume Lookback : in this mode, the High/Low values start from the farthest point back where we are calculating past volume ,
which is determined by the combination of timeframe units and the "Past Volume Lookback in TF units" value.
— High/Low Channel From Fixed Lookback : In this mode the lookback is fixed. You can define the value using the "Channel Lookback" field. The default value is 100.
• Period of RelVol Moving Average : the period of the Hull moving average used in the "Directional Relative Volume Average" and the "Relative Volume Average".
• High Volatility is defined using fast and slow ATR periods, so this represents the volatility of price.
Volatility is considered to be high when the fast ATR value is greater than its slow value. Volatility can be used as a filter in the column coloring conditions.
Column Coloring Conditions
• Eight different conditions can be turned on or off to determine the color of the volume columns. All "ON" conditions must be met to determine a high/low state of relative volume,
or, in the case of directional relative volume, a bull/bear state.
• A volatility state can also be used to filter the conditions.
• When the coloring conditions and the filter do not allow for a high/low state to be determined, the neutral color is used.
• Transitions of the color of the volume columns determined by coloring conditions are used to plot the up/down markers, which in turn control when alerts are triggered.
Colors
• You can define your own colors for all of the oscillator's plots.
• The default colors will perform well on light or dark chart backgrounds.
Alerts
• An alert can be defined for the script. The alert will trigger whenever an up/down marker appears in the indicator's display.
The particular combination of coloring conditions and the display settings for up/down markers when you create the alert will determine which conditions trigger the alert.
After alerts are created, subsequent changes to the conditions controlling the display of markers will not affect existing alerts.
• By configuring the script's inputs in different ways before you create your alerts, you can create multiple, functionally distinct alerts from this script.
When creating multiple alerts, it is useful to include in the alert's message a reminder of the particular conditions you used for each alert.
• As is usually the case, alerts triggering "Once Per Bar Close" will prevent repainting.
Error messages
Error messages will appear at the end of the chart upon the following conditions:
• When the combination of the timeframe units used and the "Past Volume Lookback in TF units" value create a lookback that is greater than 5000 bars.
The lookback will then be recalculated to a value such that a runtime error does not occur.
• If the chart's timeframe is higher than the timeframe units. This error cannot occur when using Auto-steps to calculate timeframe units.
• If relative volume cannot be calculated, for example, when no volume data is available for the chart's symbol.
• When the threshold of relative volume is configured to be visible but the indicator's scale does not allow it to be visible (in "Current Volume Columns" display mode).
█ NOTES
For traders
The chart shown here uses the following display modes: "Current Volume Columns", "Relative Volume Columns With Average", "Directional Relative Volume Average" and "Relative Volume Average". The last one also shows the threshold channel in standard deviation mode, and the TF Unit reminder to the right, in red.
Volume, like price, is a value with a market-dependent scale. The only valid reference for volume being its past values, any improvement in the way past volume is calculated thus represents a potential opportunity to traders. Relative volume calculated as it is here can help traders extract useful information from markets in many circumstances, markets with cyclical volume such as Forex being one, obvious case. The relative nature of the values calculated by this indicator also make it a natural fit for cross-market and cross-sector analysis, or to identify behavioral changes in the different futures contracts of the same market. Relative volume can also be put to more exotic uses, such as in evaluating changes in the popularity of exchanges.
Relative volume alone has no directional bias. While higher relative volume values always indicate higher trading activity, that activity does not necessarily translate into significant price movement. In a tightly fought battle between buyers and sellers, you could theoretically have very large volume for many bars, with no change whatsoever in bid/ask prices. This of course, is unlikely to happen in reality, and so traders are justified in considering high relative volume values as indicating periods where more attention is required, because imbalances in the strength of buying/selling power during high-volume trading periods can amplify price variations, providing traders with the generally useful gift of volatility.
Be sure to give the "Directional Relative Volume Average" a try. Contrary to the always-positive ratio widely used in this indicator, the "Directional Relative Volume Average" produces a value able to determine a bullish/bearish bias for relative volume.
Note that realtime bars must be complete for the relative volume value to be confirmed. Values calculated on historical or elapsed realtime bars will not recalculate unless historical volume data changes.
Finally, as with all indicators using volume information, keep in mind that some exchanges/brokers supply different feeds for intraday and daily data, and the volume data on both feeds can sometimes vary quite a bit.
For coders
Our script was written using the PineCoders Coding Conventions for Pine .
The description was formatted using the techniques explained in the How We Write and Format Script Descriptions PineCoders publication.
Bits and pieces of code were lifted from the MTF Selection Framework and the MTF Oscillator Framework , also by PineCoders.
█ THANKS
Thanks to dgtrd for suggesting to add the channel using standard deviation.
Thanks to adolgov for helpful suggestions on calculations and visuals.
Look first. Then leap.
VPCI MA cross [LM]Hello guys,
I would like to introduce you a script that combines two indicators: VPCI( volume price confirmation indicator) and donchian MAs
VPCI:
Fundamentally, the VPCI reveals the proportional imbalances between price trends and volume-adjusted price
trends. An uptrend with increasing volume is a market characterized by greed supported by the fuel needed to
grow. An uptrend without volume is complacent and reveals greed deprived of the fuel needed to sustain itself.
Investors without the influx of other investors ( volume ) will eventually lose interest and the uptrend should
eventually breakdown.
A falling price trend reveals a market driven by fear. A falling price trend without volume reveals apathy, fear
without increasing energy. Unlike greed, fear is self-sustaining, and may endure for long time periods without
increasing fuel or energy. Adding energy to fear can be likened to adding fuel to a fire and is generally bearish
until the VPCI reverses. In such cases, weak-minded investor's, overcome by fear, are becoming irrationally
fearful until the selling climax reaches a state of maximum homogeneity. At this point, ownership held by weak
investor’s has been purged, producing a type of heat death capitulation. These occurrences may be visualized by
the VPCI falling below the lower standard deviation of a Bollinger Band of the VPCI, and then rising above the
lower band, and forming a 'V' bottom.
I have used MA's on top of VPCI and looking for crosses. Percatage that is shown in label is calculation of difference between previous cross and current close price. So you know if you would be flipping what % you would gain or loose, all is rounded with precission of two
DONCHIAN
I took donchain calculation from ichimoku to calculate conversion line and base line(both are giving me information about whether it's trending or not and distance from the mean)
There are various sections in setting:
VPCI - setting of MA lengths(for smaller timeframes I recommend using bigger MA length)
DONCHAIN - setting length for conversion and base line
Any suggestions are welcome
Bar Balance [LucF]Bar Balance extracts the number of up, down and neutral intrabars contained in each chart bar, revealing information on the strength of price movement. It can display stacked columns representing raw up/down/neutral intrabar counts, or an up/down balance line which can be calculated and visualized in many different ways.
WARNING: This is an analysis tool that works on historical bars only. It does not show any realtime information, and thus cannot be used to issue alerts or for automated trading. When realtime bars elapse, the indicator will require a browser refresh, a change to its Inputs or to the chart's timeframe/symbol to recalculate and display information on those elapsed bars. Once a trader understands this, the indicator can be used advantageously to make discretionary trading decisions.
Traders used to work with my Delta Volume Columns Pro will feel right at home in this indicator's Inputs . It has lots of options, allowing it to be used in many different ways. If you value the bar balance information this indicator mines, I hope you will find the time required to master the use of Bar Balance well worth the investment.
█ OVERVIEW
The indicator has two modes: Columns and Line .
Columns
• In Columns mode you can display stacked Up/Down/Neutral columns.
• The "Up" section represents the count of intrabars where `close > open`, "Down" where `close < open` and "Neutral" where `close = open`.
• The Up section always appears above the centerline, the Down section below. The Neutral section overlaps the centerline, split halfway above and below it.
The Up and Down sections start where the Neutral section ends, when there is one.
• The Up and Down sections can be colored independently using 7 different methods.
• The signal line plotted in Line mode can also be displayed in Columns mode.
Line
• Displays a single balance line using a zero centerline.
• A variable number of independent methods can be used to calculate the line (6), determine its color (5), and color the fill (5).
You can thus evaluate the state of 3 different components with this single line.
• A "Divergence Levels" feature will use the line to automatically draw expanding levels on divergence events.
Features available in both modes
• The color of all components can be selected from 15 base colors, with 16 gradient levels used for each base color in the indicator's gradients.
• A zero line can show a 6-state aggregate value of the three main volume balance modes.
• The background can be colored using any of 5 different methods.
• Chart bars can be colored using 5 different methods.
• Divergence and large neutral count ratio events can be shown in either Columns or Line mode, calculated in one of 4 different methods.
• Markers on 6 different conditions can be displayed.
█ CONCEPTS
Intrabar inspection
Intrabar inspection means the indicator looks at lower timeframe bars ( intrabars ) making up a given chart bar to gather its information. If your chart is on a 1-hour timeframe and the intrabar resolution determined by the indicator is 5 minutes, then 12 intrabars will be analyzed for each chart bar and the count of up/down/neutral intrabars among those will be tallied.
Bar Balances and calculation methods
The indicator uses a variety of methods to evaluate bar balance and to derive other calculations from them:
1. Balance on Bar : Uses the relative importance of instant Up and Down counts on the bar.
2. Balance Averages : Uses the difference between the EMAs of Up and Down counts.
3. Balance Momentum : Starts by calculating, separately for both Up and Down counts, the difference between the same EMAs used in Balance Averages and an SMA of double the period used for the EMAs. These differences are then aggregated and finally, a bounded momentum of that aggregate is calculated using RSI.
4. Markers Bias : It sums the bull/bear occurrences of the four previous markers over a user-defined period (the default is 14).
5. Combined Balances : This is the aggregate of the instant bull/bear bias of the three main bar balances.
6. Dual Up/Down Averages : This is a display mode showing the EMA calculated for each of the Up and Down counts.
Interpretation of neutral intrabars
What do neutral intrabars mean? When price does not change during a bar, it can be because there is simply no interest in the market, or because of a perfect balance between buyers and sellers. The latter being more improbable, Bar Balance assumes that neutral bars reveal a lack of interest, which entails uncertainty. That is the reason why the option is provided to interpret ratios of neutral intrabars greater than 50% as divergences. It is also the rationale behind the option to dampen signal lines on the inverse ratio of neutral intrabars, so that zero intrabars do not affect the signal, and progressively larger proportions of neutral intrabars will reduce the signal's amplitude, as the balance calcs using the up/down counts lose significance. The impact of the dampening will vary with markets. Weaker markets such as cryptos will often contain greater numbers of neutral intrabars, so dampening the Line in that sector will have a greater impact than in more liquid markets.
█ FEATURES
1 — Columns
• While the size of the Up/Down columns always represents their respective importance on the bar, their coloring mode is independent. The default setup uses a standard coloring mode where the Up/Down columns over/under the zero line are always in the bull/bear color with a higher intensity for the winning side. Six other coloring modes allow you to pack more information in the columns. When choosing to color the top columns using a bull/bear gradient on Balance Averages, for example, you will end up with bull/bear colored tops. In order for the color of the bottom columns to continue to show the instant bar balance, you can then choose the "Up/Down Ratio on Bar — Dual Solid Colors" coloring mode to make those bars the color of the winning side for that bar.
• Line mode shows only the line, but Columns mode allows displaying the line along with it. If the scale of the line is different than that of the scale of the columns, the line will often appear flat. Traders may find even a flat line useful as its bull/bear colors will be easily distinguishable.
2 — Line
• The default setup for Line mode uses a calculation on "Balance Momentum", with a fill on the longer-term "Balance Averages" and a line color based on the "Markers Bias". With the background set on "Line vs Divergence Levels" and the zero line on the hard-coded "Combined Bar Balances", you have access to five distinct sources of information at a glance, to which you can add divergences, divergences levels and chart bar coloring. This provides powerful potential in displaying bar balance information.
• When no columns are displayed, Line mode can show the full scale of whichever line you choose to calculate because the columns' scale no longer interferes with the line's scale.
• Note that when "Balance on Bar" is selected, the Neutral count is also displayed as a ratio of the balance line. This is the only instance where the Neutral count is displayed in Line mode.
• The "Dual Up/Down Averages" is an exception as it displays two lines: one average for the Up counts and another for the Down counts. This mode will be most useful when Columns are also displayed, as it provides a reference for the top and bottom columns.
3 — Zero Line
The zero line can be colored using two methods, both based on the Combined Balances, i.e., the aggregate of the instant bull/bear bias of the three main bar balances.
• In "Six-state Dual Color Gradient" mode, a dot appears on every bar. Its color reflects the bull/bear state of the Combined Balances, and the dot's brightness reflects the tally of balance biases.
• In "Dual Solid Colors (All Bull/All Bear Only)" a dot only appears when all three balances are either bullish or bearish. The resulting pattern is identical to that of Marker 1.
4 — Divergences
• Divergences are displayed as a small circle at the top of the scale. Four different types of divergence events can be detected. Divergences occur whenever the bull/bear bias of the method used diverges with the bar's price direction.
• An option allows you to include in divergence events instances where the count of neutral intrabars exceeds 50% of the total intrabar count.
• The divergence levels are dynamic levels that automatically build from the line's values on divergence events. On consecutive divergences, the levels will expand, creating a channel. This implementation of the divergence levels corresponds to my view that divergences indicate anomalies, hesitations, points of uncertainty if you will. It excludes any association of a pre-determined bullish/bearish bias to divergences. Accordingly, the levels merely take note of divergence events and mark those points in time with levels. Traders then have a reference point from which they can evaluate further movement. The bull/bear/neutral colors used to plot the levels are also congruent with this view in that they are determined by price's position relative to the levels, which is how I think divergences can be put to the most effective use.
5 — Background
• The background can show a bull/bear gradient on four different calculations. You can adjust its brightness to make its visual importance proportional to how you use it in your analysis.
6 — Chart bars
• Chart bars can be colored using five different methods.
• You have the option of emptying the body of bars where volume does not increase, as does my TLD indicator, the idea behind this being that movement on bars where volume does not increase is less relevant.
7 — Intrabar Resolution
You can choose between three modes. Two of them are automatic and one is manual:
a) Fast, Longer history, Auto-Steps (~12 intrabars) : Optimized for speed and deeper history. Uses an average minimum of 12 intrabars.
b) More Precise, Shorter History Auto-Steps (~24 intrabars) : Uses finer intrabar resolution. It is slower and provides less history. Uses an average minimum of 24 intrabars.
c) Fixed : Uses the fixed resolution of your choice.
Auto-Steps calculations vary for 24/7 and conventional markets in order to achieve the proper target of minimum intrabars.
You can choose to view the intrabar resolution currently used to calculate delta volume. It is the default.
The proper selection of the intrabar resolution is important. It must achieve maximal granularity to produce precise results while not unduly slowing down calculations, or worse, causing runtime errors.
8 — Markers
Six markers are available:
1. Combined Balances Agreement : All three Bar Balances are either bullish or bearish.
2. Up or Down % Agrees With Bar : An up marker will appear when the percentage of up intrabars in an up chart bar is greater than the specified percentage. Conditions mirror to down bars.
3. Divergence confirmations By Price : One of the four types of balance calculations can be used to detect divergences with price. Confirmations occur when the bar following the divergence confirms the balance bias. Note that the divergence events used here do not include neutral intrabar events.
4. Balance Transitions : Bull/bear transitions of the selected balance.
5. Markers Bias Transitions : Bull/bear transitions of the Markers Bias.
6. Divergence Confirmations By Line : Marks points where the line first breaches a divergence level.
Markers appear when the condition is detected, without delay. Since nothing is plotted in realtime, markers do not appear on the realtime bar.
9 — Settings
• Two modes can be selected to dampen the line on the ratio of neutral intrabars.
• A distinct weight can be attributed to the count of the latter half of intrabars, on the assumption that later intrabars may be more important in determining the outcome of chart bars.
• Allows control over the periods of the different moving averages used in calculations.
• The default periods used for the various calculations define the following hierarchy from slow to fast:
Balance Averages: 50,
Balance Momentum: 20,
Dual Up/Down Averages: 20,
Marker Bias: 10.
█ LIMITATIONS
• This script uses a special characteristic of the `security()` function allowing the inspection of intrabars—which is not officially supported by TradingView.
• The method used does not work on the realtime bar—only on historical bars.
• The indicator only works on some chart resolutions: 3, 5, 10, 15 and 30 minutes, 1, 2, 4, 6, and 12 hours, 1 day, 1 week and 1 month. The script’s code can be modified to run on other resolutions, but chart resolutions must be divisible by the lower resolution used for intrabars and the stepping mechanism could require adaptation.
• When using the "Line vs Divergence Levels — Dual Color Gradient" color mode to fill the line, background or chart bars, keep in mind that a line calculation mode must be defined for it to work, as it determines gradients on the movement of the line relative to divergence levels. If the line is hidden, it will not work.
• When the difference between the chart’s resolution and the intrabar resolution is too great, runtime errors will occur. The Auto-Steps selection mechanisms should avoid this.
• Alerts do not work reliably when `security()` is used at intrabar resolutions. Accordingly, no alerts are configured in the indicator.
• The color model used in the indicator provides for fancy visuals that come at a price; when you change values in Inputs , it can take 20 seconds for the changes to materialize. Luckily, once your color setup is complete, the color model does not have a large performance impact, as in normal operation the `security()` calls will become the most important factor in determining response time. Also, once in a while a runtime error will occur when you change inputs. Just making another change will usually bring the indicator back up.
█ RAMBLINGS
Is this thing useful?
I'll let you decide. Bar Balance acts somewhat like an X-Ray on bars. The intrabars it analyzes are no secret; one can simply change the chart's resolution to see the same intrabars the indicator uses. What the indicator brings to traders is the precise count of up/down/neutral intrabars and, more importantly, the calculations it derives from them to present the information in a way that can make it easier to use in trading decisions.
How reliable is Bar Balance information?
By the same token that an up bar does not guarantee that more up bars will follow, future price movements cannot be inferred from the mere count of up/down/neutral intrabars. Price movement during any chart bar for which, let's say, 12 intrabars are analyzed, could be due to only one of those intrabars. One can thus easily see how only relying on bar balance information could be very misleading. The rationale behind Bar Balance is that when the information mined for multiple chart bars is aggregated, it can provide insight into the history behind chart bars, and thus some bias as to the strength of movements. An up chart bar where 11/12 intrabars are also up is assumed to be stronger than the same up bar where only 2/12 intrabars are up. This logic is not bulletproof, and sometimes Bar Balance will stray. Also, keep in mind that balance lines do not represent price momentum as RSI would. Bar Balance calculations have no idea where price is. Their perspective, like that of any historian, is very limited, constrained that it is to the narrow universe of up/down/neutral intrabar counts. You will thus see instances where price is moving up while Balance Momentum, for example, is moving down. When Bar Balance performs as intended, this indicates that the rally is weakening, which does necessarily imply that price will reverse. Occasionally, price will merrily continue to advance on weakening strength.
Divergences
Most of the divergence detection methods used here rely on a difference between the bias of a calculation involving a multi-bar average and a given bar's price direction. When using "Bar Balance on Bar" however, only the bar's balance and price movement are used. This is the default mode.
As usual, divergences are points of interest because they reveal imbalances, which may or may not become turning points. I do not share the overwhelming enthusiasm traders have for the purported ability of bullish/bearish divergences to indicate imminent reversals.
Superfluity
In "The Bed of Procrustes", Nassim Nicholas Taleb writes: To bankrupt a fool, give him information . Bar Balance can display lots of information. While learning to use a new indicator inevitably requires an adaptation period where we put it through its paces and try out all its options, once you have become used to Bar Balance and decide to adopt it, rigorously eliminate the components you don't use and configure the remaining ones so their visual prominence reflects their relative importance in your analysis. I tried to provide flexible options for traders to control this indicator's visuals for that exact reason—not for window dressing.
█ NOTES
For traders
• To avoid misleading traders who don't read script descriptions, the indicator shows nothing in the realtime bar.
• The Data Window shows key values for the indicator.
• All gradients used in this indicator determine their brightness intensities using advances/declines in the signal—not their relative position in a fixed scale.
• Note that because of the way gradients are optimized internally, changing their brightness will sometimes require bringing down the value a few steps before you see an impact.
• Because this indicator does not use volume, it will work on all markets.
For coders
• For those interested in gradients, this script uses an advanced version of the Advance/Decline gradient function from the PineCoders Color Gradient (16 colors) Framework . It allows more precise control over the range, steps and min/max values of the gradients.
• I use the PineCoders Coding Conventions for Pine to write my scripts.
• I used functions modified from the PineCoders MTF Selection Framework for the selection of timeframes.
█ THANKS TO:
— alexgrover who helped me think through the dampening method used to attenuate signal lines on high ratios of neutral intrabars.
— A guy called Kuan who commented on a Backtest Rookies presentation of their Volume Profile indicator . The technique I use to inspect intrabars is derived from Kuan's code.
— theheirophant , my partner in the exploration of the sometimes weird abysses of `security()`’s behavior at intrabar resolutions.
— midtownsk8rguy , my brilliant companion in mining the depths of Pine graphics. He is also the co-author of the PineCoders Color Gradient Frameworks .
Delta Volume Columns [LucF]Displays delta volume columns using intrabar volume information. Each volume column is divided into three sections: buying, selling and neutral volume. Volume for each section is determined from the volume and price movement of each intrabar at a user-selected lower resolution.
Features include:
- Choice of color themes for either dark or light chart backgrounds
- Delta volume columns
- Volume Balance displayed as the difference between the MAs of buying and selling volume
- Display of divergences between a bar’s volume balance and the bar’s price movement (example: buying volume > selling volume but close < open). Divergences can be shown in 2 different color schemes (including green/red showing a tentative direction), on volume columns and/or on chart bars
- Display of bar by bar volume balance with highlighting of above average volume
- Display of the usual total volume MA
- Choice of the lower resolution used to retrieve intrabar information
- Alerts configurable on any combination of the markers, with control over long/short direction
- Choice of 3 different markers:
1. Double bumps: two consecutive bars where buying or selling volume is in the same direction and where volume > volume MA
2. Divergence confirmations: direction of the price bar following a price/volume balance divergence
3. Volume balance shifts: zero level crossings of the volume balance MA delta
The chart shows the two main modes of display:
- Top pane : shows the stacked volume columns with divergences in orange and the flattened volume balance MAs delta at the bottom of the volume columns. This volume balance is the same shown in the bottom pane. The top pane also shows the instant volume balance strip above the volume columns. The strip’s colors show which of the buying or selling volume was greater, and colors are brighter if the total volume was above the total volume MA.
- Bottom pane : shows the volume balance MAs delta with markers 1 and 2. Given that this graphic has no price momentum component, I find quite eerie how it often looks like a momentum-based signal.
The default 5 minute intrabar resolution is used in combination with the weekly chart, which is excessive.
This script uses a special characteristic of the security() function’s behavior when it is sent to a resolution lower than the chart’s resolution. Details are given in the script’s comments. This method has the advantage of working under more circumstances than some of the other loop-based methods, but it also has its limits.
IMPORTANT
This is what you need to know:
- The method used does not work on the realtime bar—only on historical bars. Consequently, the volume column shown on the realtime bar is a normal volume column plotted in green or red, following price movement. The column will only show delta volume information after it closes and becomes a historical bar.
- The indicator only works on some chart resolutions: 5, 10, 15 and 30 minutes, 1, 2, 4, 6, and 12 hours, 1 day, 1 week and 1 month. The script’s code can be modified to run on other resolutions, but chart resolutions must be divisible by the lower resolution used for intrabars.
- Intrabar resolutions can be selected from 1, 5, 15, 30, 45 minutes, 1, 2, 3, 4 hours, 1 day, 1 week and 1 month. The intrabar resolution must of course be smaller than the chart’s resolution.
- Contrary to my other indicators where alerts must be configured to trigger “Once Per Bar Close” in order to avoid false triggers (or repainting), all this indicator’s alerts are designed to trigger using previous bar information since the indicator’s calculations in the realtime bar are not exact. Markers are not plotted with a negative offset; they appear at the beginning of the realtime bar following confirmation of the marker’s condition on the previous bar. Alerts for this indicator should thus be configured to trigger “Once Per Bar” so they trigger at the beginning of the realtime bar. Note that the penalty is not that great, as it is simply the instant between the close of the previous realtime bar and the opening of the next. The advantage of using this technique is that the indicator does not repaint; a marker that appears at the beginning of the realtime bar will never disappear.
- The script only plots information that is reliable in the realtime bar, i.e., total volume and markers. All other plots are set to n/a to prevent misleading traders.
- When the difference between the chart’s resolution and the lower resolution is too important, volume columns will not calculate for all bars in the dataset.
On Delta Volume
Buying or selling volume are misnomers, as every unit of volume transacted is both bought and sold by 2 different traders. There is no such thing as “buy only” or “sell only” volume, but trader lingo is riddled with original fabulations.
Without access to order book information, traders work with the assumption that when price moves up during a bar, there was more buying pressure than selling pressure. The built-in volume indicator available on TradingView uses this logic to color the volume columns green or red. While this script’s numbers are more precise because it analyses a number of intrabars to calculate its information, it uses the exact same imperfect logic to calculate its buying/selling/neutral sections.
Until Pine scripts can have access to how much volume was transacted at the bid/ask prices, our so-called buying/selling volume information will always be a mere proxy.
Divergences
You may wonder how there can be divergences between buying/selling volume information and price movement. This will sometimes be due to the methodology’s shortcomings we have just discussed, but divergences may also occur in instances where because of order book structure, it takes less volume to increase the price of an asset than it takes to decrease it.
As usual, divergences are points of interest because they reveal imbalances, which may or may not become turning points. I do not share the overwhelming enthusiasm traders have for divergences. To your pattern-hungry brain, the orange bars this indicator shows on chart will—as divergences on other indicators do–appear to often indicate turnarounds. My opinion is that reality is generally quite sobering, as many who have tried building automated rules based on divergences will tell you. I do not have hard numbers on the lack of performance of divergences—only many failed attempts to make them perform, which a few experienced strategy modelers I know share with me. Please don’t try to read too much into them. While they look great on past data, I find they are often difficult to use in realtime to make bets with good odds.
Thanks to:
- A guy called Kuan who commented on a Backtest Rookies presentation of an intrabar delta volume indicator using a for loop. The heart of “my” indicator is code borrowed from Kuan; I just built a hopefully useful wrapper around it.
- @theheirophant, my partner in the exploration of the sometimes weird abysses of security() ’s behavior at lower resolutions.
Indicator: Volume Price Confirmation Indicator (VPCI)Developed by Buff Dormeier, VPCI won 2007 Charles H Dow award by the MTA. VPCI plots the relationship between price trend and the volume, as either being in a state of confirmation or contradiction.
Excerpt from article below:
"Fundamentally, the VPCI reveals the proportional imbalances between price trends and volume-adjusted price
trends. An uptrend with increasing volume is a market characterized by greed supported by the fuel needed to
grow. An uptrend without volume is complacent and reveals greed deprived of the fuel needed to sustain itself.
Investors without the influx of other investors (volume) will eventually lose interest and the uptrend should
eventually breakdown.
A falling price trend reveals a market driven by fear. A falling price trend without volume reveals apathy, fear
without increasing energy. Unlike greed, fear is self-sustaining, and may endure for long time periods without
increasing fuel or energy. Adding energy to fear can be likened to adding fuel to a fire and is generally bearish
until the VPCI reverses. In such cases, weak-minded investor's, overcome by fear, are becoming irrationally
fearful until the selling climax reaches a state of maximum homogeneity. At this point, ownership held by weak
investor’s has been purged, producing a type of heat death capitulation. These occurrences may be visualized by
the VPCI falling below the lower standard deviation of a Bollinger Band of the VPCI, and then rising above the
lower band, and forming a 'V' bottom. "
Full article: www.mta.org
Nearly all parameters are configurable and exposed via "Options" page (enable/disable BB, enable/disable breach-markings, enable/disable MA, ...).Also check the source for enabling "histogram" (difference between VPCI and MA of VPCI).
Do note that the shortTerm/longTerm lengths need tuning for your instrument. The default 5/20 is not optimal, in my quick check.
VWAP Deviation Oscillator [BackQuant]VWAP Deviation Oscillator
Introduction
The VWAP Deviation Oscillator turns VWAP context into a clean, tradeable oscillator that works across assets and sessions. It adapts to your workflow with four VWAP regimes plus two rolling modes, and three deviation metrics: Percent, Absolute, and Z-Score. Colored zones, optional standard deviation rails, and flexible plot styles make it fast to read for both trend following and mean reversion.
What it does
This tool measures how far price is from a chosen VWAP and expresses that gap as an oscillator. You can view the deviation as raw price units, percent, or standardized Z-Score. The plot can be a histogram or a line with optional fills and sigma bands, so you can quickly spot polarity shifts, overbought and oversold conditions, and strength of extension.
VWAP modes track a session VWAP that resets (4H, Daily, Weekly) or a rolling VWAP that updates continuously over a fixed number of bars or days.
Deviation modes let you choose the lens: Percent, Absolute, or Z-Score. Each highlights different aspects of stretch and mean pressure.
Visual encoding uses a 10-zone color palette to grade the magnitude of deviation on both sides of zero.
Volatility guards compute mode-specific sigma so thresholds are stable even when volatility compresses.
Why this works
VWAP is a high signal anchor used by institutions to gauge fair participation. Deviations around VWAP cluster in regimes: mild oscillations within a band, decisive pushes that signal imbalance, and standardized extremes that often precede either continuation or snapback. Expressing that distance as a single time series adds clarity: bias is the oscillator’s sign, risk context is its magnitude, and regime is the way it behaves around sigma lines.
How to use it
Trend following
Favor the side of the zero line. Bullish when the oscillator is above zero and making higher swing highs. Bearish when below zero and making lower swing lows. Use +1 sigma and +2 sigma in your mode as strength tiers. Pullbacks that hold above zero in uptrends, or below zero in downtrends, are often continuation entries.
Mean reversion
Fade stretched readings when structure supports it. Look for tests of +2 sigma to +3 sigma that fail to progress and roll back toward zero, or the mirror on the downside. Z-Score mode is best when you want standardized gates across assets. Percent mode is intuitive for intraday scalps where a given percent stretch tends to mean revert.
Session playbook
Use Daily or Weekly VWAP for intraday or swing context. Rolling modes help when the asset lacks clean session boundaries or when you want a continuous anchor that adapts to liquidity shifts.
Key settings
VWAP computation
VWAP Mode = 4 Hours, Daily, Weekly, Rolling (Bars), Rolling (Days). Session modes reset the VWAP when a new session begins. Rolling modes compute VWAP over a fixed trailing window.
Rolling (Lookback: Bars) controls the trailing bar count when using Rolling (Bars).
Rolling (Lookback: Days) converts days to bars at runtime and uses that trailing span.
Use Close instead of HLC3 switches the price reference. HLC3 is smoother. Close makes the anchor track settlement more tightly.
Deviation measurement
Deviation Mode
Percent : 100 * (Price / VWAP - 1). Good for uniform scaling across instruments.
Absolute : Price - VWAP. Good when price units themselves matter.
Z-Score : Standardizes the absolute residual by its own mean and standard deviation over Z/Std Window . Ideal for cross-asset comparability and regime studies.
Z/Std Window sets the mean and standard deviation window for Z-Score mode.
Volatility controls
Percent Mode Volatility Lookback estimates sigma for percent deviations.
Absolute Mode Volatility Lookback estimates sigma for absolute deviations.
Minimum Sigma Guard (pct pts) prevents the percent sigma from collapsing to near zero in extremely quiet markets.
Visualization
Plot Type = Histogram or Line. Histogram emphasizes impulse and polarity changes. Line emphasizes trend waves and divergences.
Positive Color / Negative Color define the palette for line mode. Histogram uses a 10-bucket gradient automatically.
Show Standard Deviations plots symmetric rails at ±1, ±2, ±3 sigma in the current mode’s units.
Fill Line Oscillator and Fill Opacity add a soft bias band around zero for line mode.
Line Width affects both the oscillator and the sigma rails.
Reading the zones
The oscillator’s color and height map deviation to nine graded buckets on each side of zero, with deeper greens above and deeper reds below. In Percent and Absolute modes, those buckets are scaled by their mode-specific sigma. In Z-Score mode the bucket edges are fixed at 0.5, 1.0, 2.0, and 2.8.
0 to +1 sigma weak positive bias, usually rotational.
+1 to +2 sigma constructive impulse. Pullbacks that hold above zero often continue.
+2 to +3 sigma strong expansion. Watch for either trend continuation or exhaustion tells.
Beyond +3 sigma statistical extreme. Requires structure to avoid fading too soon.
Mirror logic applies on the negative side.
Suggested workflows
Trend continuation checklist
Pick a session VWAP that matches your timeframe, for example Daily for intraday or Weekly for position trades.
Wait for the oscillator to hold the correct side of zero and for a sequence of higher swing lows in the oscillator (uptrend) or lower swing highs (downtrend).
Buy pullbacks that stabilize between zero and +1 sigma in an uptrend. Sell rallies that stabilize between zero and -1 sigma in a downtrend.
Use the next sigma band or a prior price swing as your target reference.
Mean reversion checklist
Switch to Z-Score mode for standardized thresholds.
Identify tests of ±2 sigma to ±3 sigma that fail to extend while price meets support or resistance.
Enter on a polarity change through the prior histogram bar or a small hook in line mode.
Fade back to zero or to the opposite inner band, then reassess.
Notes on the three modes
Percent is easy to reason about when you care about proportional stretch. It is well suited to intraday and multi-asset dashboards.
Absolute tracks cash distance from VWAP. This is useful when instruments have tight ticks and you plan risk in price units.
Z-Score standardizes the residual and is best for quant studies, cross-asset comparisons, and threshold research that must be scale invariant.
What the alerts can tell you
Polarity changes at zero can mark the start or end of a leg.
Crosses of ±1 sigma identify overbought or oversold in the current mode’s units.
Zone changes signal an upgrade or downgrade in deviation strength.
Troubleshooting and edge cases
If your instrument has long flat periods, keep Minimum Sigma Guard above zero in Percent mode so the rails do not vanish.
In Rolling modes, very short windows will respond quickly but can whip around. Session modes smooth this by resetting at well known boundaries.
If Z-Score looks erratic, increase Z/Std Window to stabilize the estimate of mean and sigma for the residual.
Final thoughts
VWAP is the anchor. The deviation oscillator is the narrative. By separating bias, magnitude, and regime into a simple stream you can execute faster and review cleaner. Pick the VWAP mode that matches your horizon, choose the deviation lens that matches your risk framework, and let the color graded zones guide your decisions.
Smoothed Heiken Ashi Candles [JopAlgo]Smoothed Heiken Ashi Candles — cleaner bias, less noise, better timing
What it does (one line):
Builds a two-stage smoothed Heiken Ashi view so you can read trend vs. pullback without the usual candle noise. Color does the talking:
Lime = bullish state (close ≥ open on the smoothed HA feed)
Red = bearish state
Under the hood: price is EMA-smoothed ( Length len ), converted to Heiken Ashi, then smoothed again ( Length len2 ). Net effect: fewer whips, clearer swings.
What you’ll see
A full candle chart of Smoothed HA (o₂/h₂/l₂/c₂).
Color rule: o₂ > c₂ → red (bearish), otherwise lime (bullish).
No extra clutter—just an easy bias read you can trust at a glance.
Read in 3 seconds: What color? What slope? Are pullbacks shallow or deep relative to the last swing?
How to use it (simple, repeatable)
Bias filter:
Trade longs while candles are lime.
Trade shorts while candles are red.
Where to act (location first):
Use Volume Profile v3.2 (VAH/VAL/POC/LVNs) and Anchored VWAP for entries/targets.
No level, no trade.
When to click (timing):
Continuation: In lime, buy the first pullback that holds a level (VAL/AVWAP/MA cluster) and prints a fresh lime close. Mirror for red shorts.
Reclaim/Reject: A color flip that happens at a level (e.g., AVWAP reclaim → turns lime) is higher quality than a random mid-range flip.
Quality check (optional, strong):
If you use CVDv1 , prefer setups with Alignment OK and no Absorption against your side.
Timeframe guidance
1–5m (scalps): Keep len / len2 shorter (e.g., 5 / 5 or 6 / 8) to avoid lag.
15m–1H (intraday): Default 10 / 10 is a sweet spot.
2H–4H (swing): Try 14–20 / 10–14 for smoother swings.
1D+ (position): 20–34 / 14–20 for backdrop; execute on a lower TF.
Settings that actually matter (and how to tune)
Smoothing Length for Original OHLC (len)
Controls the base smoothness before HA.
Lower = more reactive, more flips.
Higher = steadier bias, more lag.
Smoothing Length for Heiken Ashi (len2)
Controls the final polish of the HA feed.
Lower = earlier turns (noisier).
Higher = fewer flips (slower).
Practical tip: If you get too many color flips, raise len2 first. If it feels sluggish at entries, lower len slightly.
Entries, exits, and risk (keep it tight)
Entry — continuation:
In lime, wait for a pullback to VAL / AVWAP / MA cluster, then a new lime close → enter.
Stop: below structure/last swing. Targets: POC/HVNs or prior swing high/low.
Entry — reclaim/reject:
Color flips at a level (e.g., AVWAP reclaim turns lime) → enter with the level holding.
Invalidation: immediate flip back on the next bar and level loss.
Manage:
If color stays with you but progress stalls at HVNs, trim. If color flips against your position, tighten or exit unless higher-TF context argues to hold.
Best combos with other tools
Volume Profile v3.2: Use VAH/VAL/LVNs/POC for where to act; Smoothed HA tells you if trend context supports the trade.
Anchored VWAP: A reclaim/rejection with matching HA color is a high-quality timing cue.
CVDv1: Take color-aligned trades with flow (Alignment OK, strong Imbalance, no Absorption).
Patterns you’ll recognize
Walk-of-color: Multiple same-color bars with rising/lowering bodies → ride pullbacks to level; don’t fade.
Color flip at level: The cleanest reversal context (e.g., red→lime on a VAL reclaim).
Chop tell: Rapid lime↔red flips mid-range → do less; only trade edges.
Practical defaults to start
len = 10, len2 = 10
Timeframes: 15m–4H out of the box
Process: Location → Color/Bias → Timing bar → (optional) CVD check → Structure-based risk
Serious Disclaimer & Licensing
This indicator and description are provided for educational purposes only and do not constitute financial, investment, or trading advice. Markets involve risk; you can lose some or all of your capital. Past performance does not guarantee future results. You are solely responsible for evaluating the suitability of this tool in your process, including testing on historical and simulated data and applying appropriate risk management.
Data quality can vary by exchange/venue. No warranty—express or implied—is made regarding accuracy, completeness, or fitness for a particular purpose. assumes no liability for any direct or consequential losses arising from the use of this script or description.
License: This Pine Script™ code is released under the Mozilla Public License 2.0 (MPL 2.0), © JopAlgo. You may use, modify, and distribute the code under MPL 2.0 terms.
Smart Choppy Index v1 [JopAlgo]Smart Choppy Index v1 — decide trend vs. chop in seconds
What it does (one line):
Measures the percent range of price over a lookback and tells you if the market is choppy (do less, fade edges) or trending (go with breaks/pullbacks).
Range% = (Highest High − Lowest Low) / Close × 100 over length
Below Choppy Threshold → likely range (red tint / X marker)
Above Trending Threshold → likely trend (green tint / ● marker)
Between them = mixed/transition (no background)
Read the pane fast
Orange line: the live Range%.
Red dashed line: Choppy Threshold.
Green dashed line: Trending Threshold.
Background: soft red during chop, soft green during trend.
Markers: X at the top when chop is detected, ● at the bottom when trend is detected.
TL;DR: Red = play defense / mean-revert. Green = play offense / trend-follow.
Simple playbook (copy this into your process)
Identify regime
Choppy (Range% < red line): prefer mean-reversion at VP edges / AVWAP; smaller targets, quicker exits.
Trending (Range% > green line): prefer breakouts + pullbacks; hold to POC/HVNs or structure.
Only execute at real locations
Volume Profile v3.2 : VAH/VAL/POC/LVNs for entries/targets.
Anchored VWAP : reclaims/rejections for timing.
Quality check (optional, recommended)
CVDv1 : execute with flow (Alignment OK, strong Imbalance, no Absorption against your side).
Risk
Stops go beyond structure/level, not on indicator flips.
If regime flips right after entry (green → red or red → green), consider tightening or exiting early.
Timeframe guidance
1–5m (scalps): length 14–20. You’ll see more flips—use thresholds a touch wider and execute only at edges.
15m–1H (intraday): length 14–34. Sweet spot for day trading bias.
2H–4H (swing): length 20–50. Fewer, cleaner signals; great for planning.
1D+ (position): length 50–100. Use as backdrop; trigger on lower TFs.
Settings that actually matter (and how to tune)
Lookback Period (length)
Shorter = faster regime changes; longer = smoother, fewer flips.
Choppy Threshold (%) / Trending Threshold (%)
Calibrate by history: scroll back and mark typical Range% during range days vs trend days for your market/TF.
If you get too many trend flags, raise the green threshold.
If everything looks “choppy,” lower the red threshold slightly.
Background color
Turn off if your chart feels busy; markers remain.
How to trade it with other tools
In Chop (red):
Fade VAH/VAL/AVWAP touches toward POC with tight stops. Confirm with CVDv1 (avoid longs if Absorption is red, etc.).
In Trend (green):
Break + retest at VP levels/AVWAP. Add on pullbacks that hold while Range% stays above the green line.
Patterns to recognize
Squeeze → Expansion: Range% ramps from below red toward/through green → expect a trend phase.
Exhaustion → Balance: After a long green phase, Range% falls back toward the middle → take profits into HVNs, expect more two-way trade.
False break tell: Level poke while Range% sits near red → low odds of follow-through; prefer reclaims.
Practical defaults to start
length = 14
Choppy Threshold = 1.5%
Trending Threshold = 2.5%
Process: Regime → Location → Flow → Execute with structure-based risk
Serious Disclaimer & Licensing
This script and description are provided for educational purposes only and do not constitute financial, investment, or trading advice. Markets are risky; you can lose some or all of your capital. Past performance does not guarantee future results. You are solely responsible for your trading decisions, including evaluating the suitability of this tool in your process, testing it on historical and simulated data, and managing risk.
This indicator relies on exchange data that may vary across venues; differences in volume, liquidity, and price feeds can impact results. No warranty is made—express or implied—regarding accuracy, completeness, or fitness for a particular purpose. assumes no liability for any direct or consequential losses arising from the use of this script or description.
License: This Pine Script® code is released under the Mozilla Public License 2.0 (MPL 2.0), © JopAlgo. You may use, modify, and distribute the code in accordance with MPL 2.0 terms.
Mitigation Blocks — Lite (ICT) + Arrows + Stats📌 Mitigation Blocks — Lite (ICT-Based) + Arrows
This indicator detects mitigation blocks based on price structure shifts, inspired by ICT (Inner Circle Trader) concepts. It works by identifying strong impulses and highlighting the last opposite candle, forming a mitigation block zone for potential reversal or continuation trades.
🔍 Features:
✅ Automatic detection of bullish and bearish mitigation blocks
🟩 Box visualization with border color change on mitigation (first touch)
📉 ATR-based impulse filtering
📌 Entry arrows on first mitigation (touch)
📊 Autoscale anchors for better chart readability
📈 Real-time HUD info panel
📉 Backtest-friendly design (stable, deterministic logic)
🛠️ How it works:
Detects swing highs/lows using pivot points.
Confirms impulse candles breaking recent structure.
Locates the last opposite candle as the mitigation block.
Displays a block box until price revisits the zone.
On the first touch (mitigation), the block is marked and arrows are drawn.
💡 Ideal Use Case:
Apply this on higher timeframes (e.g., 4H) to identify potential limit order zones.
Use the blocks as entry zones and combine with confluence: FVGs, imbalance, S&D, or liquidity levels.
🧠 Extra Tip:
You can extend this script to include:
Win-rate tracking
Auto TP/SL levels based on ATR
Confluence detection (e.g., FVG, order blocks)
Multiple Moving Averages [JopAlgo]Multiple Moving Averages — read trend, timing, and strength at a glance
What it does:
Mark up to 5 moving averages (you pick type + length + color). Watch how they stack, slope, braid, and fan out to judge trend direction, pullback timing, and breakout quality on any timeframe.
Read it in 5 seconds
Stack order:
Bullish: fast MAs on top of slow MAs.
Bearish: fast MAs below slow MAs.
Slope: up = trend has a tailwind; down = headwind.
Spacing: wide = strong trend; tight/braided = balance/chop.
If you remember only one rule: trade with the stack and slope, enter at levels.
High-probability plays (simple and repeatable)
Trend pullback (with level)
Stack is bullish, slopes up.
Price pulls back to the MA cluster (or AVWAP/VAL), holds, fast MAs curl back up.
Long. Stop: below structure/slowest MA. Target: POC/HVNs or next swing.
(Mirror for shorts in a bearish stack.)
Reclaim + recurl
After a down phase, price closes above fast MAs (MA1–MA2), they turn up, and you’re at a real level (AVWAP/VA edge).
Take the first higher-low with the stack starting to flip.
Squeeze → expansion
MAs braid tight = energy building.
Break at a level, then the lines fan out in your direction.
Enter on the first retest that holds.
Skip trades when the lines are braided mid-range and you’re not at a level.
Timeframe guide (what usually works)
1–5m (scalps): EMA heavy (e.g., 5/9/21/34/55). Expect more signals; filter with levels + CVD.
15m–1H (intraday): 9/21/34/50/200 (mix EMA for fast, SMA for slow).
2H–4H (swing): 10/20/50/100/200 or 8/21/34/55/89 (smoother read).
1D+ (position): 20/50/100/200 (bias) and enter on lower TF.
Tip: Don’t set all five to the same length—stagger them so the stack tells a story.
Settings that matter (and what they mean)
MA types (pick the feel you like):
EMA – fastest response (great for timing).
SMA – smoother backbone (great for bias).
WMA / LWMA – responsive but less twitchy than EMA.
VWMA – weights price by volume (good on assets with uneven volume).
SMMA – very smooth (reduces whips).
DEMA – extra fast (can be noisy).
HEMA – in this script behaves like a double-EMA style response (fast).
RVIMA – not implemented here (will plot nothing if chosen).
Length:
Shorter = earlier turns, more noise.
Longer = slower, cleaner bias.
Keep a sensible spread (e.g., 1:2:3… or Fib-style 9/21/34/55/89).
Colors:
Use consistent colors (e.g., warm = fast, cool = slow) so you can read the stack instantly.
Best combos with other tools
Volume Profile v3.2: take signals at VAH/VAL/LVNs; use POC/HVNs for targets.
Anchored VWAP: reclaims/rejections + MA recurl = clean timing.
CVDv1: execute with flow (Alignment OK, strong Imbalance, no Absorption against you).
Common mistakes this prevents
Shorting into a bullish stack (or buying into a bearish one).
Chasing far from the fast MAs; better to wait for a pullback.
Trading every wiggle in chop—braids tell you to do less.
Quick FAQs
Cluttered chart? Hide 1–2 lines (keep fast, middle, slow) or thin the linewidth.
Which one is “right”? None. Pick a set that fits your tempo and stick to it.
RVIMA option? Not implemented in this version—choose another type.
Starter presets (copy these, then adjust)
Intraday: MA1 EMA9, MA2 EMA21, MA3 SMA34, MA4 SMA50, MA5 SMA200
Swing: MA1 EMA10, MA2 SMA20, MA3 SMA50, MA4 SMA100, MA5 SMA200
Scalp: MA1 EMA5, MA2 EMA9, MA3 EMA21, MA4 EMA34, MA5 EMA55
Mini-disclaimer
Educational tool, not financial advice. Always anchor trades to levels, flow, and risk—this indicator keeps your bias and timing honest; the plan is still yours.
Multi MA Cross [JopAlgo]Multi MA Cross — simple, flexible trend + timing
What it does:
Plots two moving averages (you pick the types and lengths) and marks their crossovers. Use it to read trend direction and time pullbacks/breakouts. Works on any timeframe.
What you’ll see
Short MA (orange)
Long MA (lime)
Cross mark (aqua ✚) when they cross
Green/lime above orange = bullish bias (short MA above long).
Orange above lime = bearish bias.
How to use it (simple playbook)
Trade with the bias
Longs only when short MA > long MA.
Shorts only when short MA < long MA.
Enter at a real level
Use Volume Profile v3.2 (VAH/VAL/POC/LVNs) or Anchored VWAP .
Crosses at or just after a level hold are higher quality.
Quality check (optional, strong)
CVDv1 : take trades when Alignment = OK, Imbalance strong, Absorption ≠ red.
Manage risk
Stop goes beyond the level/structure, not on an MA wiggle.
Trim into POC/HVNs or next structure.
Good entries you’ll recognize
Pullback-to-long MA (trend):
Bias up, price pulls to long MA (or AVWAP/VAL), short MA curls back up → enter long.
Reclaim + cross:
Price reclaims AVWAP/VA edge, then short MA crosses over long → confirmation to join.
Squeeze → break:
MAs converge (tight), then expand after a level break. Enter on retest that holds.
Skip crosses in the middle of nowhere. Cross + location + flow beats cross alone.
Timeframe guidance
1–5m (scalps): EMA/EMA or EMA/WMA. Expect more crosses. Use VP/AVWAP and CVD filters.
15m–1H (intraday): EMA(9) vs SMA(21) is a solid default.
2H–4H (swing): SMA(20–34) vs SMA(50) or EMA(21) vs EMA(55).
1D+ (position): SMA(50) vs SMA(200) for broad bias; entries on lower TF.
Settings that matter (and what they mean)
Short/Long MA Type:
EMA = fast, good for timing.
SMA = smooth, good for bias.
WMA/LWMA = in-between (responsive).
VWMA = weights by volume.
SMMA = very smooth (reduces whips).
HEMA/DEMA = extra responsive.
VWAP = daily session VWAP (anchor), ignores length in practice.
Short/Long Length:
Short = timing sensitivity.
Long = trend backbone.
Keep a ratio ~ 1:2 to 1:3 (e.g., 9/21, 10/30, 20/50).
Note on VWAP option: The script fetches a daily VWAP anchor. It acts like a fair-value line, not a rolling MA. Your Length won’t affect VWAP.
Filters that boost win rate
Slope check: Only take longs when both MAs slope up; shorts when both slope down.
Distance check: Don’t chase if price is far from the short MA; wait for a pullback.
HTF agreement: On 15m, glance at 1H/4H bias; on 4H, glance at 1D. Trade with the higher-TF wind.
Combos that work
Volume Profile v3.2: Use VAH/VAL/POC/LVNs for entries/targets. Cross at those references is meaningful.
Anchored VWAP: Reclaims/rejections first, MA cross second = cleaner timing.
CVDv1: Only act when flow agrees (ALIGN OK, no Absorption against you).
Common mistakes this avoids
Shorting into an up-bias (or vice versa).
Chasing a cross far from value (wait for the pullback).
Trading every cross in chop (use levels + CVD to filter).
Defaults to start with
Short MA: EMA 9
Long MA: SMA 21
Timeframes: 15m–4H
Process: Bias → Level → Cross/Retest → CVD check → Execute
Quick disclaimer
Educational tool, not financial advice. Test first, size sensibly, and always anchor your trades to levels, flow, and risk.
Kairi Relative Index Upgrated v1Kairi Relative Index Upgraded v1 — how far from “fair” are we, right now?
Most oscillators mash together price and momentum in ways that are hard to explain to a new trader. KRI is refreshingly simple: it measures how far price is from its moving average, as a percent of that average.
KRI = 100 × (Price − SMA) / SMA
Above 0 → price is above its average (stretched up).
Below 0 → price is below its average (stretched down).
The farther from 0, the more stretched we are from the mean.
This upgraded version keeps the pane clean (zero line, colored KRI, optional guide rails at +Line Above / Line Below) so you can read extension, reversion pressure, and reclaims at a glance—on any timeframe.
(If you add screenshots: image #1 should label the zero line and ± threshold lines; image #2 should show a textbook “overshoot at VAH/VAL + KRI extreme → rotate back to POC.”)
What you’re seeing (and how to read it fast)
KRI line
Green when KRI ≥ 0 (price above SMA)
Red when KRI < 0 (price below SMA)
Zero line = the moving average itself (no stretch).
Guide lines (default +10/−10) = “This is pretty far for this setting.” Treat these as review-and-decide zones, not auto-trade signals.
Three quick reads:
Magnitude: how far from the mean (size of KRI).
Direction: above/below zero (which side of the mean).
Turn: KRI curling back toward zero (reversion starting) or accelerating away (trend impulse continuing).
What KRI really measures (plain-English)
The SMA(length) is your “fair value” line for this indicator.
KRI tells you the percentage deviation from that fair value—normalized, so you can compare across assets/timeframes with the same length.
Because it’s a pure distance metric, KRI excels at:
spotting over-extensions into VP edges (VAH/VAL) and AVWAP,
timing mean-reversion back to POC/AVWAP in balance,
confirming reclaims (KRI crossing back through zero at a level),
framing pullbacks in trend (healthy dips usually avoid deep negative KRI in strong uptrends).
Using KRI on any timeframe
The workflow is always Location → Flow → KRI:
Location: a real level (Volume Profile v3.2’s VAH/VAL/POC/LVNs or Anchored VWAP).
Flow quality: check CVDv1 (Alignment OK? Absorption not red?).
KRI: are we stretched into/away from the level, and is KRI turning?
Scalping (1–5m)
Fade the stretch (balance): At VAH/VAL or Session AVWAP, an extreme KRI that rolls back toward zero = quick rotation to the middle (POC/AVWAP).
Don’t fade if bands are expanding and flow is strong (CVDv1 says go) — big KRI can stay big in expansion.
Intraday (15m–1H)
Continuation after pullback: In uptrends, look for shallow negative KRI at support (VAL/AVWAP) that turns up → join trend.
Failed breakout tell: Price pokes above VAH but KRI barely increases or rolls over quickly → likely a reclaim back inside value.
Swing (2H–4H)
Edge-to-mean rotations: At composite VAH/VAL, KRI extremes are great context: fade back to POC/HVNs if flow doesn’t confirm a breakout.
Reclaim confirmation: After a flush below Weekly AVWAP, KRI crossing back up through zero on the reclaim bar is a clean green light.
Position (1D–1W)
Regime posture: Multi-day runs with sustained positive KRI (and shallow dips) = constructive; mirror for downtrends. Use KRI pullbacks to ~0 at Weekly AVWAP for adds.
Entries, exits, and risk (simple rules)
Mean-reversion entry: At VAH/VAL or AVWAP, wait for KRI extreme at/through your guide line and a turn back toward zero.
Stop: just beyond the level; Target: POC/HVN or the zero line on KRI.
Trend-continuation entry: In a trend, take pullbacks where KRI stays modest (doesn’t blow through your lower/upper guide) and turns back with the trend at the level.
Avoid: chasing breakouts where KRI is already extreme and still climbing unless CVDv1 says Alignment OK + no Absorption and you have a clean retest.
Settings that matter (and how to tune them)
Length (default 50): defines the moving average “fair value.”
Shorter (20–34): faster, more signals, more noise—good for intraday.
Longer (50–100): steadier, better for swings/position.
Source (default close): keep it simple; hlc3 or close both work.
Line Above / Below (defaults +10/−10): your review zones. Tune them to the asset/timeframe:
Scroll back 6–12 months and eyeball typical |KRI| spikes. Set your lines around the 80th–90th percentile of |KRI| for that market and length.
Majors often need smaller thresholds than thin alts on the same timeframe.
Tip: If your KRI is always beyond the lines, increase length or widen the thresholds. If it never touches them, shorten length or tighten thresholds.
What to look for (pattern cheat sheet)
Stretch into level → curl: KRI tags an extreme right at VAH/VAL/AVWAP, then turns back → classic rotation.
Shallow pullback in trend: KRI dips toward zero but doesn’t hit your lower guide, then turns up at support → continuation.
No-juice break: New price high with weaker KRI (smaller positive % vs prior leg) → breakout lacks extension; plan for retest or reclaim.
Zero-line reclaims: After a washout, KRI crosses zero as price reclaims AVWAP/VAL → clean confirmation.
Combining KRI with other tools
Cumulative Volume Delta v1 (CVDv1):
Use KRI for stretch/turn, CVDv1 for quality.
A KRI extreme at VAH with CVDv1 Absorption (red) is a do-not-chase; look for the fail/reclaim.
A KRI pullback toward zero at VAL with Alignment OK + strong Imbalance + no Absorption = high-quality continuation.
Volume Profile v3.2:
KRI’s best signals happen at VAH/VAL/POC/LVNs.
LVN traversals with rising KRI often run quickly to the next HVN—use VP for targets.
Anchored VWAP :
Treat AVWAP as fair-value rails. KRI zero cross on an AVWAP reclaim is your green flag; KRI extreme + failure to accept beyond AVWAP warns of a fake break.
Common pitfalls KRI helps you avoid
Buying high into a tired move: KRI already very positive at VAH and rolling over = likely rotation; wait.
Fading true expansion: In strong trends with confirmed flow, KRI can remain extreme; don’t automatically fade just because it’s “far.”
Wrong thresholds: Copy-pasting ±10 to every market/timeframe can mislead. Calibrate to the market you trade.
Practical defaults to start with
Length: 50
Lines: +10 / −10 as placeholders—calibrate later.
Timeframes: great out of the box on 15m–4H; for 1–5m try Length 34 and tighter lines; for daily swings try Length 100 and broader lines.
Process: Level → CVDv1 quality → KRI stretch/turn. If any of the three disagree, wait for the retest.
Disclaimer & Licensing
This indicator and its description are provided for educational purposes only and do not constitute financial or investment advice. Trading involves risk, including the possible loss of capital. makes no warranties and assumes no responsibility for any decisions or outcomes resulting from the use of this script. Past performance is not indicative of future results. Use at your own risk.
Licensing & Attribution:
Copyright (c) 2018–present, Alex Orekhov (everget). Modified and upgraded by .
The original “Kairi Relative Index” is released under the MIT License, and this derivative is distributed under the MIT License as well. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files to deal in the Software without restriction, subject to the conditions of the MIT License, including the above copyright notice and this permission notice. The Software is provided “AS IS,” without warranty of any kind, express or implied.
FRAMA Channel [JopAlgo]FRAMA Channel — let the market tell you how fast to move
Most moving averages make you pick a speed and hope it fits every regime. FRAMA (Fractal Adaptive Moving Average, popularized by John Ehlers) does the opposite: it adapts its smoothing to market structure. When price action is “trendy” (more directional, less jagged), FRAMA speeds up; when it’s choppy (more fractal noise), FRAMA slows down and filters the rubble.
FRAMA Channel wraps that adaptive core with a volatility channel and clean color logic so you can read trend, mean-reversion windows, and breakouts in one glance—on any timeframe.
What you’re seeing (plain-English tour)
FRAMA midline (Filt): the adaptive average. It’s computed from a fractal dimension of price over Length (N).
Trendy tape → lower fractal dimension → FRAMA tracks price tighter.
Choppy tape → higher fractal dimension → FRAMA smooths harder.
Channel bands (Filt ± distance × volatility): the “breathing room.” Volatility here is a long lookback average of (high − low).
Upper band = potential resistance in down/neutral or trend-walk path in uptrends.
Lower band = mirror logic for shorts.
Color logic (simple and strict):
Green when price breaks above the upper band → bullish regime (momentum present).
Red when price breaks below the lower band → bearish regime.
White when price crosses the FRAMA midline → neutral/reset.
Optional candle coloring: toggle Color Candles to tint the chart itself with the regime color—handy for quick reads.
(When you add screenshots: image #1 should label FRAMA, bands, and the three colors in a small trend + pullback. Image #2 can show a “squeeze → expansion” sequence: channel tightens, then price breaks and walks the band.)
How it’s built (without the jargon)
The script measures three ranges over your Length (N): two half-windows and the full window.
It converts those into a fractal dimension (Dimen). That number says “how zig-zaggy” price is right now.
It turns Dimen into an alpha (smoothing factor): alpha = exp(−4.6 × (Dimen − 1)), clamped so it never explodes or flatlines.
It updates FRAMA each bar using that alpha.
It builds bands using a long average of (high − low) multiplied by your Bands Distance setting.
It changes color only on confirmed bar events:
hlc3 crosses above the upper band → green
hlc3 crosses below the lower band → red
close crosses the midline → white
Result: a channel that tightens in balance, widens in trend, and doesn’t flicker on partial bars.
How to use FRAMA Channel on any timeframe
Same framework everywhere. Your job is to choose where to act (objective levels) and let FRAMA tell you trend/mean-reversion context and breakout quality.
Scalping (1–5m)
Pullback-to-midline (trend): When color is green, buy pullbacks that hold at/above the midline; when red, short pullbacks that fail at/below it.
Invalidation: a white flip (midline cross back) right after entry → tighten or bail.
Squeeze → break: A narrowing channel often precedes a move. Only chase the break if color flips to green/red and the first pullback holds the band/midline.
Intraday (15m–1H)
Trend rides: In green/red, expect price to walk the outer band. Entries on midline kisses are cleaner than chasing the band itself.
Balance fades: In white (neutral) with a tight channel, fade outer band → midline—but only at a real level (see “Pairing” below).
Swing (2H–4H)
Regime compass: Color changes that stick (several bars) often mark swing regime shifts. Combine with Weekly/Event AVWAP and composite VP levels.
Add/Trim: In an uptrend, add on midline holds; trim as the channel widens and price spikes beyond the upper band into HVNs.
Position (1D–1W)
Context first: A persistent green weekly channel is constructive; a persistent red is distributive.
Patience: Wait for midline retests at higher-TF levels rather than chasing outer-band prints.
Entries, exits, and risk (keep it simple)
Continuation entry (trend):
Color already green/red.
Price pulls back to FRAMA midline (or shallowly toward it) and holds.
Take the trend side.
Stop: beyond the opposite side of the midline or behind local structure.
Targets: your Volume Profile HVN/POC or prior swing, not the band alone.
Breakout entry:
Channel had tightened; price breaks a key level.
Color flips green/red and the first retest holds.
Enter with the break.
Avoid: breaks that flip color but immediately white-flip on the next bar.
Mean-reversion entry (balance):
Color white and channel tight.
At a VP edge (VAL/VAH), fade outer band → midline.
Stop: just outside the band; Exit: at midline/POC.
Settings that actually matter (and how to tune them)
Length (N) — default 26
Controls how FRAMA “reads” structure.
Shorter (14–20): faster, more responsive (good for scalps/intraday), more flips in chop.
Longer (30–40): steadier (good for swings/position), slower to acknowledge new trends.
Bands Distance — default 1.5
Scales the channel width.
If you’re constantly tagging bands, increase slightly (1.7–2.0).
If nothing ever reaches the band, decrease (1.2–1.4) to make context meaningful.
Color Candles — on/off
Great for quick regime reads. If your chart feels too busy, leave bands colored and turn candle coloring off.
Warm-up note: FRAMA references N bars. Right after switching timeframes or symbols, give it N–2N bars to settle before you judge the current state.
(You may see an input named “Signals Data” in this version; it’s reserved for future enhancements.)
What to look for (pattern cheat sheet)
Walk-the-band: After a green/red flip, price hugs the outer band while the midline slopes. Ride pullbacks to the midline, don’t fade the band.
Squeeze → Expansion: Channel pinches, then color flips and bands widen—that’s the move. The first midline retest is your best entry.
False break tell: Brief color flip to green/red that immediately reverts to white on the next bar—skip chasing; plan for a reclaim.
Midline reclaims: In chop, repeated white↔green/white↔red flips say “mean reversion”; stay tactical and target the midline/POC.
Pairing FRAMA Channel with other tools
Cumulative Volume Delta v1 (CVDv1):
FRAMA tells you trend/mean-reversion context; CVDv1 tells you flow quality.
Breakout quality: FRAMA flips green and CVDv1 ALIGN = OK, Imbalance strong, Absorption ≠ red → higher odds the break sticks.
If Absorption is red on a FRAMA green flip, do not chase—wait for retest or look for a fail/reclaim.
Volume Profile v3.2:
Use VAH/VAL/LVNs/POC for where.
Green + VAL retest → rotate toward POC/HVN.
Red + VAH rejection → rotate back to POC.
LVN + green flip → expect fast travel toward the next HVN; set targets there.
Anchored VWAP :
Treat AVWAP as fair-value rails.
AVWAP reclaim + FRAMA green → excellent trend-resume entry.
AVWAP rejection + FRAMA red → high-quality short; use midline as your risk guide.
Common pitfalls this helps you avoid
Chasing every poke: FRAMA’s white → green/red state change helps you wait for confirmation (or a retest) instead of reacting to the first wick.
Fading a real trend: A sloped midline with price walking the band is telling you not to fight it.
Stops too tight: In expansion, give the trade room to the midline or local structure, not just inside the channel.
Practical defaults to start with
Length: 26
Bands Distance: 1.5
Color Candles: on (turn off if your chart is busy)
Timeframes: works out of the box on 15m–4H; for 1–5m try Length=20; for daily swings try Length=34–40.
Open source & disclaimer
This indicator is published open source so traders can learn, tweak, and build rules they trust. No tool guarantees outcomes; risk management is essential.
Disclaimer — Not Financial Advice.
The “FRAMA Channel ” indicator and this description are provided for educational purposes only and do not constitute financial or investment advice. Trading involves risk, including possible loss of capital. makes no warranties and assumes no responsibility for any trading decisions or outcomes resulting from the use of this script. Past performance is not indicative of future results.
Use FRAMA Channel for context (trend vs balance, squeeze vs expansion), Volume Profile v3.2 and Anchored VWAP for locations, and CVDv1 for flow quality. That trio keeps your trades selective and your rules consistent on any timeframe.
