[blackcat] L1 Swing Reversal█ OVERVIEW
The script is an indicator that calculates and plots the L1 Swing Reversal, which involves smoothing price data and calculating a modified RSI to identify potential swing reversals in the market. It overlays columns representing the smoothed price data and a line for the adjusted RSI.
█ LOGICAL FRAMEWORK
The script begins by defining input parameters for customizable periods. It then calculates the typical price, derives components of the swing reversal indicator, smooths these components, and computes an adjusted RSI. The main sections include input parameter definitions, function definition, and plotting. The script flows data through calculations and logical operations to produce final plot values.
█ CUSTOM FUNCTIONS
Function: l1_swing_reversal
This function calculates the L1 Swing Reversal indicators based on high, low, close, and open prices, along with three periods. It computes a smoothed price component and an adjusted RSI.
Parameters:
• high : High prices of the asset.
• low : Low prices of the asset.
• close : Close prices of the asset.
• period_n : Period for the first component calculation.
• period_m : Period for standard deviation and moving average calculations.
• period_n1 : Period for RSI calculation.
Return Values:
• cc1_column_red : Red column values for the first component.
• cc1_column_green : Green column values for the first component.
• rsi : Adjusted RSI values.
█ KEY POINTS AND TECHNIQUES
The script uses several key Pine Script features such as the sma (simple moving average), stdev (standard deviation), max, abs, and ema (exponential moving average) functions. It also demonstrates the use of conditional operators to cap the column values at -100 and 100. The script’s structure is clear and follows best practices by encapsulating the main logic within a function and using descriptive variable names.
█ EXTENDED KNOWLEDGE AND APPLICATIONS
Potential modifications could include adding more sophisticated reversal signals based on the RSI and column values, or enhancing the visualization with additional plot types. This script could be used in scenarios where traders are interested in identifying potential swing reversals using a combination of smoothed price data and momentum indicators. Related Pine Script concepts include using barssince for counting bars since a condition, crossover and crossunder for detecting trend changes, and hline for adding horizontal lines to the chart.
Cerca negli script per "reversal"
Larry Conners Vix Reversal II Strategy (approx.)This Pine Script™ strategy is a modified version of the original Larry Connors VIX Reversal II Strategy, designed for short-term trading in market indices like the S&P 500. The strategy utilizes the Relative Strength Index (RSI) of the VIX (Volatility Index) to identify potential overbought or oversold market conditions. The logic is based on the assumption that extreme levels of market volatility often precede reversals in price.
How the Strategy Works
The strategy calculates the RSI of the VIX using a 25-period lookback window. The RSI is a momentum oscillator that measures the speed and change of price movements. It ranges from 0 to 100 and is often used to identify overbought and oversold conditions in assets.
Overbought Signal: When the RSI of the VIX rises above 61, it signals a potential overbought condition in the market. The strategy looks for a RSI downtick (i.e., when RSI starts to fall after reaching this level) as a trigger to enter a long position.
Oversold Signal: Conversely, when the RSI of the VIX drops below 42, the market is considered oversold. A RSI uptick (i.e., when RSI starts to rise after hitting this level) serves as a signal to enter a short position.
The strategy holds the position for a minimum of 7 days and a maximum of 12 days, after which it exits automatically.
Larry Connors: Background
Larry Connors is a prominent figure in quantitative trading, specializing in short-term market strategies. He is the co-author of several influential books on trading, such as Street Smarts (1995), co-written with Linda Raschke, and How Markets Really Work. Connors' work focuses on developing rules-based systems using volatility indicators like the VIX and oscillators such as RSI to exploit mean-reversion patterns in financial markets.
Risks of the Strategy
While the Larry Connors VIX Reversal II Strategy can capture reversals in volatile market environments, it also carries significant risks:
Over-Optimization: This modified version adjusts RSI levels and holding periods to fit recent market data. If market conditions change, the strategy might no longer be effective, leading to false signals.
Drawdowns in Trending Markets: This is a mean-reversion strategy, designed to profit when markets return to a previous mean. However, in strongly trending markets, especially during extended bull or bear phases, the strategy might generate losses due to early entries or exits.
Volatility Risk: Since this strategy is linked to the VIX, an instrument that reflects market volatility, large spikes in volatility can lead to unexpected, fast-moving market conditions, potentially leading to larger-than-expected losses.
Scientific Literature and Supporting Research
The use of RSI and VIX in trading strategies has been widely discussed in academic research. RSI is one of the most studied momentum oscillators, and numerous studies show that it can capture mean-reversion effects in various markets, including equities and derivatives.
Wong et al. (2003) investigated the effectiveness of technical trading rules such as RSI, finding that it has predictive power in certain market conditions, particularly in mean-reverting markets .
The VIX, often referred to as the “fear index,” reflects market expectations of volatility and has been a focal point in research exploring volatility-based strategies. Whaley (2000) extensively reviewed the predictive power of VIX, noting that extreme VIX readings often correlate with turning points in the stock market .
Modified Version of Original Strategy
This script is a modified version of Larry Connors' original VIX Reversal II strategy. The key differences include:
Adjusted RSI period to 25 (instead of 2 or 4 commonly used in Connors’ other work).
Overbought and oversold levels modified to 61 and 42, respectively.
Specific holding period (7 to 12 days) is predefined to reduce holding risk.
These modifications aim to adapt the strategy to different market environments, potentially enhancing performance under specific volatility conditions. However, as with any system, constant evaluation and testing in live markets are crucial.
References
Wong, W. K., Manzur, M., & Chew, B. K. (2003). How rewarding is technical analysis? Evidence from Singapore stock market. Applied Financial Economics, 13(7), 543-551.
Whaley, R. E. (2000). The investor fear gauge. Journal of Portfolio Management, 26(3), 12-17.
Butterfly Harmonic Pattern [TradingFinder] Harmonic Detector🔵 Introduction
The Butterfly Harmonic Pattern is a sophisticated and highly regarded tool in technical analysis, utilized by traders to identify potential reversal points in the financial markets. This pattern is distinguished by its reliance on Fibonacci ratios and geometric configurations, which aid in predicting price movements with remarkable precision.
The origin of the Butterfly Harmonic Pattern can be traced back to the pioneering work of Bryce Gilmore, who is credited with discovering this pattern. Gilmore's extensive research and expertise in Fibonacci ratios laid the groundwork for the identification and application of this pattern in technical analysis.
The Butterfly pattern, like other harmonic patterns, is based on the principle that market movements are not random but follow specific structures and ratios.
The pattern is characterized by a distinct "M" shape in bullish scenarios and a "W" shape in bearish scenarios, each indicating a potential reversal point. These formations are identified by specific Fibonacci retracement and extension levels, making the Butterfly pattern a powerful tool for traders seeking to capitalize on market turning points.
The precise nature of the Butterfly pattern allows for the accurate prediction of target prices and the establishment of strategic entry and exit points, making it an indispensable component of a trader's analytical arsenal.
Bullish :
Bearish :
🔵 How to Use
Like other harmonic patterns, the Butterfly pattern is categorized based on how it forms at the end of an uptrend or downtrend. Unlike the Gartley and Bat patterns, the Butterfly pattern, similar to the Crab pattern, forms outside the wave 3 range at the end of a rally.
🟣 Types of Butterfly Harmonic Patterns
🟣 Bullish Butterfly Pattern
This pattern forms at the end of a downtrend and leads to a trend reversal from a downtrend to an uptrend.
🟣 Bearish Butterfly Pattern
In contrast to the Bullish Butterfly pattern, this pattern forms at the end of an uptrend and warns analysts of a trend reversal to a downtrend. In this case, traders are encouraged to shift their trading stance from buy trades to sell trades.
Advantages and Limitations of the Butterfly Pattern in Technical Analysis :
The Butterfly pattern is considered one of the precise and stable tools in financial market analysis. However, it is always important to pay special attention to the advantages and limitations of each pattern.
Here, we review the advantages and disadvantages of using the Butterfly harmonic pattern :
The main advantage of the Butterfly pattern is providing very accurate signals.
Using Fibonacci golden ratios and geometric rules, the Butterfly pattern identifies patterns accurately and systematically. (This high accuracy significantly helps investors in making trading decisions.)
Identifying this pattern requires expertise and experience in technical analysis.
Recognizing the Butterfly pattern might be complex for beginner traders. (Correct identification of the pattern necessitates mastery over geometric principles and Fibonacci ratios.)
The Butterfly harmonic pattern might issue false trading signals. (Traders usually combine the Butterfly pattern with other technical tools to confirm buy and sell signals.)
🔵 Setting
🟣 Logical Setting
ZigZag Pivot Period : You can adjust the period so that the harmonic patterns are adjusted according to the pivot period you want. This factor is the most important parameter in pattern recognition.
Show Valid Forma t: If this parameter is on "On" mode, only patterns will be displayed that they have exact format and no noise can be seen in them. If "Off" is, the patterns displayed that maybe are noisy and do not exactly correspond to the original pattern.
Show Formation Last Pivot Confirm : if Turned on, you can see this ability of patterns when their last pivot is formed. If this feature is off, it will see the patterns as soon as they are formed. The advantage of this option being clear is less formation of fielded patterns, and it is accompanied by the latest pattern seeing and a sharp reduction in reward to risk.
Period of Formation Last Pivot : Using this parameter you can determine that the last pivot is based on Pivot period.
🟣 Genaral Setting
Show : Enter "On" to display the template and "Off" to not display the template.
Color : Enter the desired color to draw the pattern in this parameter.
LineWidth : You can enter the number 1 or numbers higher than one to adjust the thickness of the drawing lines. This number must be an integer and increases with increasing thickness.
LabelSize : You can adjust the size of the labels by using the "size.auto", "size.tiny", "size.smal", "size.normal", "size.large" or "size.huge" entries.
🟣 Alert Setting
Alert : On / Off
Message Frequency : This string parameter defines the announcement frequency. Choices include: "All" (activates the alert every time the function is called), "Once Per Bar" (activates the alert only on the first call within the bar), and "Once Per Bar Close" (the alert is activated only by a call at the last script execution of the real-time bar upon closing). The default setting is "Once per Bar".
Show Alert Time by Time Zone : The date, hour, and minute you receive in alert messages can be based on any time zone you choose. For example, if you want New York time, you should enter "UTC-4". This input is set to the time zone "UTC" by default.
Advanced Fully Reversed Candles with Reversed IchimokuThe "Advanced Fully Reversed Candles with Reversed Ichimoku" indicator is a sophisticated tool designed for traders who seek a unique perspective on market dynamics. This innovative indicator not only reverses the traditional candlestick chart but also inverts the Ichimoku Cloud components, providing a comprehensive view of the market's inverted behavior.
Key Features:
Reversed Candlestick Chart:
The indicator recalculates the OHLC (Open, High, Low, Close) prices by reversing them along the price axis. This means that what typically would be an upward movement is displayed as a downward movement, and vice versa. This reversal provides an alternative view that can help traders identify hidden patterns and potential reversal points that might not be obvious on a standard chart.
Reversed Ichimoku Cloud:
All components of the Ichimoku Cloud indicator are recalculated based on the reversed price data. This includes:
Tenkan-sen (Conversion Line): Reversed based on the highest and lowest prices over the specified period.
Kijun-sen (Base Line): Reversed in a similar manner to the Tenkan-sen, providing a medium-term perspective on price trends.
Senkou Span A (Leading Span A): Reversed to form one boundary of the Kumo (cloud), offering insight into future support and resistance levels.
Senkou Span B (Leading Span B): Reversed to form the other boundary of the Kumo, complementing Senkou Span A.
Chikou Span (Lagging Span): Reversed and plotted backward for additional confirmation of trend direction and strength.
Dynamic Price Range Calculation:
The indicator dynamically calculates the maximum and minimum prices over the last 500 bars (or the available range if fewer bars are present). This ensures that the reversal is always based on the most relevant data, providing accurate and up-to-date visualizations.
Visual Enhancements:
The reversed candlesticks are color-coded for easy interpretation: green for upward movements and red for downward movements, based on the reversed data.
The Ichimoku Cloud is filled with semi-transparent colors to clearly distinguish between bullish and bearish conditions even in its reversed state.
Debugging Aids:
For transparency and accuracy, the indicator plots the maximum and minimum price lines used for the reversal calculations. This allows users to verify the internal workings of the indicator and ensure the reversal logic is correctly applied.
Usage:
This indicator is ideal for advanced traders and analysts who want to explore market behavior from an unconventional angle. By reversing both the candlestick chart and the Ichimoku Cloud, it provides a unique perspective that can uncover new trading opportunities and enhance market analysis.
Customization:
Users can customize the periods for the Tenkan-sen, Kijun-sen, and Senkou Span B, as well as the displacement for the Ichimoku Cloud. This flexibility allows traders to adapt the indicator to their specific trading strategies and timeframes.
Conclusion:
The "Advanced Fully Reversed Candles with Reversed Ichimoku" indicator is a powerful tool that transforms traditional market analysis. By inverting both price movements and key technical indicators, it opens up a new dimension of trading insights, helping traders to see the market in a completely different light.
Parameters:
Tenkan-sen period (default: 9)
Kijun-sen period (default: 26)
Senkou Span B period (default: 52)
Displacement (default: 26)
How to Apply:
Add the script to your TradingView account via the Pine Editor.
Customize the parameters according to your trading strategy.
Analyze the reversed candlestick chart and Ichimoku Cloud to gain unique insights into market trends and potential reversal points.
Sushi Trend [HG]🍣 The Sushi Roll, a trading concept conceived at a restaurant by Mark Fisher.
While the indicator itself goes by Sushi Trend, it is completely backed by the idea of Mark Fisher's Sushi Roll Reversal Pattern. No, it has nothing to do with raw fish, it just so happens that somebody was ordering sushi during the discussion of the idea, and that's how it got its name.
📝 Origin
First mentioned in his book, The Logical Trader --- the idea of the Sushi Roll is to serve as an early warning system to identify reversals in the market. Fisher defines the pattern as a series of 10 bars, split into two different sections, seen as 5 and 5. In order for the pattern to be emitted, the 5 bars to the right must completely engulf the 5 bars to the left. It's not a super complex system and is in fact extremely simple to grasp.
📈 Supertrend Similarities
Instead of displaying the pattern in the way Fisher meant for it to be portrayed (as seen in the photo above), I instead turned it into an indicator similar to that of Supertrend while also inheriting the same concepts from the pattern. I did this because the pattern itself has inconsistencies which can be quite noticeable when trading with it after a while. For example, these patterns can occur even during consolidating periods, and even though the pattern is meant to be recognized during trending markets, the engulfing bars can sometimes be left with indecisive directions.
➡️ The Result
Here is the result, visualized to be better in a trending format. (The indicator will not contain the boxes.)
While Fisher does mention the pattern to include 10 bars, you can actually use this pattern with any number of bars. At the end of the day, it's a concept derived from a discussion at a Japanese restaurant, and a pattern that has been around for years that has seen results. Due to this, I added an input option to control the series of bars for right-bar engulf detection.
To reassure the meaning of the pattern --> "A series of 10 bars" means 5 left bars and 5 right bars. So if you want to check if 5 right bars are engulfing the previous 5 bars (as seen in the photo above), you would want to select 5 in the input settings.
You can learn more about it from the following links
Market Reversals and the Sushi Roll Technique
The Logical Trader
Nadaraya-Watson: Envelope (Non-Repainting)Due to popular request, this is an envelope implementation of my non-repainting Nadaraya-Watson indicator using the Rational Quadratic Kernel. For more information on this implementation, please refer to the original indicator located here:
What is an Envelope?
In technical analysis, an "envelope" typically refers to a pair of upper and lower bounds that surrounds price action to help characterize extreme overbought and oversold conditions. Envelopes are often derived from a simple moving average (SMA) and are placed at a predefined distance above and below the SMA from which they were generated. However, envelopes do not necessarily need to be derived from a moving average; they can be derived from any estimator, including a kernel estimator such as Nadaraya-Watson.
How to use this indicator?
Overall, this indicator offers a high degree of flexibility, and the location of the envelope's bands can be adjusted by (1) tweaking the parameters for the Rational Quadratic Kernel and (2) adjusting the lookback window for the custom ATR calculation. In a trending market, it is often helpful to use the Nadaraya-Watson estimate line as a floating SR and/or reversal zone. In a ranging market, it is often more convenient to use the two Upper Bands and two Lower Bands as reversal zones.
How are the Upper and Lower bounds calculated?
In this indicator, the Rational Quadratic (RQ) Kernel estimates the price value at each bar in a user-defined lookback window. From this estimation, the upper and lower bounds of the envelope are calculated based on a custom ATR calculated from the kernel estimations for the high, low, and close series, respectively. These calculations are then scaled against a user-defined multiplier, which can be used to further customize the Upper and Lower bounds for a given chart.
How to use Kernel Estimations like this for other indicators?
Kernel Functions are highly underrated, and when calibrated correctly, they have the potential to provide more value than any mundane moving average. For those interested in using non-repainting Kernel Estimations for technical analysis, I have written a Kernel Functions library that makes it easy to access various well-known kernel functions quickly. The Rational Quadratic Kernel is used in this implementation, but one can conveniently swap out other kernels from the library by modifying only a single line of code. For more details and usage examples, please refer to the Kernel Functions library located here:
Stopping Volume Finder (Reversals)This indicator is used to identify possible reversals
(1) Green arrow means a possible bullish reversal
(2) Red arrow means a possible bearish reversal
(3) Green and Red arrows means it cleared liquidity from both sides and is likely to go to the nearest area of interest
-It finds high volume candles that likely cleared out stop losses which usually results in a reversal
-This indicator works best on the 5M and 15M during London and NY sessions
-Use it along with other indicators for example Cipher B Divergance
-Use support and resistance to find TP levels, such as previous lows/highs and 20, 50 and 200 emas
-SL goes above or below wick depending if its a buy or sell
Triple RSI strategyThis strategy is commonly used both in forex and stock markets for reversal trading. when the rsi line reaches and crosses simultaneously at 3 rsi setups i.e at 7, 14, and 21, a signal is generated.
This strategy works best in 1-hour timeframe. It provides over 60 to 80 percent accuracy in 1-hour timeframe.
In the stock market, this strategy provides an excellent entry point, if one is seeking small profits.
One can expect to make around 10 to 50 pips in the forex market easily. However, I advise seeking support from price action from the lower timeframe in the forex market.
I hope you like it.
Follow for more strategies and scripts like this.
Average Daily Range (ADR) (Multi Timeframe, Multi Period)Average Daily Range (ADR)
(Multi Timeframe, Multi Period, Extended Levels)
Tips
• Narrow Zones are an indication of breakouts. It can be a very tight range as well.
• Wider Zones can be Sideways or Volatile.
What is this Indicator?
• This is Average Daily Range (ADR) Zones or Pivots.
• This have Multi Timeframe, Multi Period (Up to 3 Levels) and Extended Target Levels.
Advantages of this Indicator
• This is a Leading indicator, not Dynamic or Repaint.
• Helps to identify the reversal points.
• The levels are more accurate and not like the old formulas.
• Can practically follow the Buy Low and Sell High principle.
• Helps to keep minimum Stop Loss.
Who to use?
• Highly beneficial for Day Traders
• It can be used for Swing and Positions as well.
What timeframe to use?
• Any timeframe.
When to use?
• Any market conditions.
How to use?
Entry
• Long entry when the Price reach at or closer to the Green Support zone.
• Long entry when the Price retrace to the Red Resistance zone.
• Short entry when the Price reach at or closer to the Red Resistance zone.
• Short entry when the Price retrace to the Green Support zone.
• Long or Short at the Pivot line.
Exit
• Use past ADR levels as targets.
• Or use the Target levels in the indicator for breakouts.
• Use the Pivot line as target.
• Use Support or Resistance Zones as targets in reversal method.
What are the Lines?
Gray Line:
• It the day Open or can be considered as Pivot.
Red & Green ADR Zones:
• Red Zone is Resistance.
• Green Zone is Support.
• Mostly price can reverse from this Zones.
• Multiple Red and Green Lines forms a Zone.
• These lines are average levels of past days which helps to figure out the maximum and minimum price range that can be moved in that day.
• The default number of days are 5, 7 and 14. This can be customized.
Red & Green Target Lines:
• These are Target levels.
What are the Labels?
• First Number: Price of that level.
• Numbers in (): Percentage change and Change of price from LTP (Last Traded Price) to that Level.
General Tips
• It is good if Stock trend is same as that of the Index trend.
• Lots of indicators creates lots of confusion.
• Keep the chart simple and clean.
• Buy Low and Sell High.
• Master averages or 50%.
Folded Relative Strength Index [CC]The Folded Relative Strength Index was created by Richard Poster (Stocks and Commodities July 2021 pg 21) and this indicator provides both trend strength but also momentum and of course reversal points using the overbought and oversold markers. If the indicator line is above the mid line then this shows upward momentum and when it falls below the midline then this means it is losing momentum. When the indicator rises above the signal line then this shows upward trend strength and vice versa. Buy when the indicator line turns green and sell when it turns red.
Let me know if there are any other indicators you would like to see me publish!
ArcTan Oscillator [LuxAlgo]The following indicator is a normalized oscillator making use of the arc tangent sigmoid function (ArcTan), this allows to "squarify" the output result, thus visually filtering out certain variations originally in the oscillator. The magnitude of this effect can be controlled by the user. The indicator contains a gradient that shows the possibility of a reversal, with red colors indicating that a reversal might occur.
Settings
Length : Period of the oscillator
Pre-Gain : Changes the amplitude of the oscillator before passing through the ArcTan function, this allows to amplify/reduce the "squarification" effect introduced by this function. In order to make it easier for the user, the setting is in a (-10,10) range, with negative values reducing the amplitude and positive one increasing it.
Src : Source input of the indicator
Usage
The oscillator can be used to determine the direction of the trend by looking at its sign, if the oscillator is positive, market is up-trending, else down-trending, based on this usage the user might not be interested to look at every variations produced by the oscillator, this is where the hyperbolic tangent function and pre-gain setting can be useful, by using an high value of pre-gain the user will be able to only focus on the sign of the oscillator.
Here pre-gain is set to 5, we can see that the oscillator is now easier to visualize. However, the use of sigmoid functions remove useful information for a trader that needs to find divergences, this is where using a negative value of the pre-gain setting will result useful.
Here pre-gain is set to -5.
The indicator makes use of a gradient to show potential reversals, this gradient is determined by the correlation between the oscillator and the price (this is a way to measure potential divergences). If the color is closer to red it means that a potential reversal might occur, it is possible to say in which direction price might go by looking at the sign of the oscillator, so if the gradient is red and the oscillator is negative price might rise. The gradient is not affected by the pre-gain setting.
Candlestick Reversal SystemHello Traders,
In the book "Secrets of a Pivot Boss: Revealing Proven Methods for Profiting in the Market" by Franklin Ochoa, Four different types of reversal systems were introduced and candlestick patterns are used to find reversals. I will not write a lot about the book, you should get/read it for yourself. There are many great ideas in the book, Candlesetick Reversal System, Following Trend, Time Price Opportunity, Advanced Camarilla Concepts and much more.
Reversal systems mentioned in the book are :
- Wick Reversal System
- Exteme Reversal System
- Outside Reversal System
- Doji Reversal System
I tried to add these four reversal systems to the script. If you need detailed info you better read the book ;)
Enjoy!
(JS)DMI BarsAlright - so this is my own version of John Carter's "10x Bars"... I have done multiple things that are different from his version so they are slightly different..
So first of all the main indicator is based off of the ADX and the DMI;
For those who aren't familiar with it, Directional Movement is what you'd pull up under "built-in's" from the indicators tab (if you want to check it out).
The standard interpretation of this however, is when the ADX is above 20 that suggests the trend is strong, whereas under 20 suggests it is weak.
Also, when the D+ is above the D- that suggests a bullish trend, and D- above D+ suggests a bearish trend.
These bars take away the need to have it at the bottom of your screen, and places the data on the bars on your chart instead.
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So here's what the colors stand for -
Yellow - The ADX is under 20, no strength in trend
Shades of green occur when the ADX is above 20 and there's a bullish trend (D+ higher than D-)
Bright Green (Lime) - Bullish trend, D+ above 30
Green - Bullish Trend
Yellow Green - Bullish trend, D+ below 15
Shades of red occur when the ADX is above 20 and there's a bearish trend (D- higher than D+)
Bright Red - Bearish trend, D- above 30
Red - Bearish Trend
Orange - Bearish trend, D- below 15
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I have also added multiple time frame labels (label script used is the one created by Ricardo Santos)
These labels are color coded the same as the bars/candles, and they appear off to the right of your screen using every built in time increment from TradingView.
The purpose is to show you in real time, and on any chart resolution, what the current trend is on every individual time frame.
So using just one single chart you'll see your current resolutions candles, but also on the labels you'll see:
1 Minute
3 Minute
5 Minute
15 Minute
30 Minute
45 Minute
1 Hour
2 Hour
3 Hour
4 Hour
Daily
Weekly
Monthly
There is an input I added that allows you to adjust where your labels appear on the side of your screen as well!
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Now onto the volume spike portion of the indicator. This will plot a blue dot under each bar that has a spike in volume which meets your specified criteria.
I have 500% as the default setting.
What that means is that this indicator looks back and gets the 50 bar volume average and then applies dots where volume is 500% above average.
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Now finally, the reversal arrows. This is another simple to understand concept that I first read in John Carter's book "Mastering the Trade" that he calls "HOLP/LOHP".
I have added the ability to change the look back period you'd like the indicator to watch for highs and lows on.
What that stands for is 'High of Low Period' and 'Low of High Period', and it is used like this-
Whenever a bar makes a new high the indicator watches the low on that highest bar. Then when a bar afterwards makes a lower low then the one on the high bar,
a reversal arrow is given. Apply this same concept in the other direction in for the highs on the lowest bars.
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Now, I didn't want to make a "set" or have a bunch of different indicators out there that are all intended for the same package, so I took the time to put them together,
and if there's a part of it you don't care for they can easily be turned off in the settings.
Enjoy!
Projection Oscillator - Mel Widner, Ph.D.For any Mel Widner, Ph.D fans out there, I present this decades old "Projection Oscillator" employing PSv4.0, originally formulated by Mel Widner for TASC - July of 1995 Traders Tips. Just when you may have thought it was the end of the evolutionary line for Mel Widner technology, it's not! Basically it's a hybridization of linear regression, banding, and a stochastic rolled into one. It's purpose is intended to help identify reversal points.
While working on another member's project, I discovered other implementations on TV and a few scarcely found on the internet, they are not entirely correct and not in a package like this. I'm submitting this as a complimentary indicator for their trading system AND also for the TV community for hybridized indicator evolution. My implementation is a heavily modified version of the original indicator using novel techniques, surpassing Widner's original intended design.
Utilizing the "Power of Pine", I included the maximum amount of features I could surmise in an ultra small yet impressive package. Configurations are displayed above in multiple scenarios that should be suitable for most traders. Of notable mention, the original design was a range from 0-100 just like any other stochastic, but I rescaled the oscillator more towards a zero mean unity scale(+/-1.0), while still leaving the waveforms completely intact.
Features List Includes:
Dark Background - Easily disabled in indicator Settings->Style for "Light" charts or with Pine commenting
AND much, much more... you have the source!
For those of you who are new to Pine Script, this script also may help you understand advanced programming techniques in Pine and how they may be utilized in a most effective manner. I would like to see Tradingview become the go to platform for the best indicators attainable with this contribution to the TV community. This is commonly what my dense intricate code looks like behind the veil. If you are wondering why there is no notes, that's because the notation is in the variable naming. If you wish to contribute additional ideas, please do so below in the comments about all things Pine in regards to this indicator.
NOTICE: Copy pasting bandits who may be having nefarious thoughts, DO NOT attempt this, because this may violate Tradingview's terms, conditions and/or house rules regarding publishing and "fair" reuse of code. "WE" are always watching the TV community vigilantly for mischievous behaviors and actions that exploit well intended authors for the purpose of unscrupulously increasing brownie points in reputation scores. Hiding behind a "protected" wall may not protect you from investigation and account penalization by TV staff. Be respectful, and don't just throw a meaningless feature in there, then branding it as "your" gizmo if you reuse this code for publishing another indicator. Fair enough? Alrighty then... I firmly believe in "innovating" future state-of-the-art indicators, and please contact me if you wish to do so.
The comments section below is solely just for commenting and other remarks, ideas, compliments, etc... regarding only this indicator, not others. When available time provides itself, I will consider your inquiries, thoughts, and concepts presented below in the comments section if you do have any questions or comments regarding this indicator. When my indicators achieve more prevalent use by TV members, I may implement more ideas when they present themselves as worthy additions. As always, "Like" it if you simply just like it with a proper thumbs up, and also return to my scripts list occasionally for additional postings. Have a profitable future everyone!
(JS) Tip-and-Dip Oscillator 2.0I am going to start taking requests to open source my indicators and this is the first one I decided to do. They will also be updated to Version 4 of Pinescript.
I went through and added notes on what each area of the code is, and in this particular case I added color schemes as a way to improve upon the original code.
Link to original:
Original Description:
"Let me start by saying I know that the name is goofy lol
This is an oscillator that that looks at price action vs. standard deviation in order to illustrate the trend. This thing looks like an Awesome Oscillator but the math behind this and the Awesome Oscillator are totally different (which is pretty interesting, given they look a lot alike). I included the Awesome Oscillator on the chart here so you can look at them and see where they are different.
So the Tip-and Dip Oscillator is meant to help you pinpoint tops and bottoms. I even added arrows where the top and bottom signals are given.
The oscillator itself has 3 colors, an up, down, and neutral color that come as green, red, and yellow. Since the readings given by the oscillator can greatly vary depending on the chart resolution, I included an option to edit the range to fit your chart.
Also - I have 4 different smoothing options that you can use depending on what your preference is. The default setting is the most sensitive so it will identify tops and bottoms more frequently, but it is the most accurate when pinpointing the correct reversal candle. As you smooth it out, the arrows will appear less, but my be slightly delayed and give a later reading. I personally prefer the default, but going up to the second setting in smoothing works nicely as well.
Enjoy!"
Multi Divergence Overlay +This Indicator overlays Divergences lines and labels on the chart from multiple sources including RSI, RSI Signal Line and 2 Stochastics and more
The Colors and Labels match my other Divergence Indicators
The divergence script is thanks to @RicardoSantos, I've just adjusted it to suite my indicator
Remember that divergences work best when traded with the trend or very late in a trend when going against the trend
The + Part of this indicator is that it now plots
Exhaustion pivots
&
Bob Rooker - Reversal Tabs and Knoxville Divergences
PivotBoss TriggersI have collected the four PivotBoss indicators into one big indicator. Eventually I will delete the individual ones, since you can just turn off the ones you don't need in the style controller. Cheers.
Wick Reversal
When the market has been trending lower then suddenly forms a reversal wick candlestick , the likelihood of
a reversal increases since buyers have finally begun to overwhelm the sellers. Selling pressure rules the decline,
but responsive buyers entered the market due to perceived undervaluation. For the reversal wick to open near the
high of the candle, sell off sharply intra-bar, and then rally back toward the open of the candle is bullish , as it
signifies that the bears no longer have control since they were not able to extend the decline of the candle, or the
trend. Instead, the bulls were able to rally price from the lows of the candle and close the bar near the top of its
range, which is bullish - at least for one bar, which hadn't been the case during the bearish trend.
Essentially, when a reversal wick forms at the extreme of a trend, the market is telling you that the trend
either has stalled or is on the verge of a reversal. Remember, the market auctions higher in search of sellers, and
lower in search of buyers. When the market over-extends itself in search of market participants, it will find itself
out of value, which means responsive market participants will look to enter the market to push price back toward
an area of perceived value. This will help price find a value area for two-sided trade to take place. When the
market finds itself too far out of value, responsive market participants will sometimes enter the market with
force, which aggressively pushes price in the opposite direction, essentially forming reversal wick candlesticks .
This pattern is perhaps the most telling and common reversal setup, but requires steadfast confirmation in order
to capitalize on its power. Understanding the psychology behind these formations and learning to identify them
quickly will allow you to enter positions well ahead of the crowd, especially if you've spotted these patterns at
potentially overvalued or undervalued areas.
Fade (Extreme) Reversal
The extreme reversal setup is a clever pattern that capitalizes on the ongoing psychological patterns of
investors, traders, and institutions. Basically, the setup looks for an extreme pattern of selling pressure and then
looks to fade this behavior to capture a bullish move higher (reverse for shorts). In essence, this setup is visually
pointing out oversold and overbought scenarios that forces responsive buyers and sellers to come out of the dark
and put their money to work-price has been over-extended and must be pushed back toward a fair area of value
so two-sided trade can take place.
This setup works because many normal investors, or casual traders, head for the exits once their trade
begins to move sharply against them. When this happens, price becomes extremely overbought or oversold,
creating value for responsive buyers and sellers. Therefore, savvy professionals will see that price is above or
below value and will seize the opportunity. When the scared money is selling, the smart money begins to buy, and
Vice versa.
Look at it this way, when the market sells off sharply in one giant candlestick , traders that were short
during the drop begin to cover their profitable positions by buying. Likewise, the traders that were on the
sidelines during the sell-off now see value in lower prices and begin to buy, thus doubling up on the buying
pressure. This helps to spark a sharp v-bottom reversal that pushes price in the opposite direction back toward
fair value.
Engulfing (Outside) Reversal
The power behind this pattern lies in the psychology behind the traders involved in this setup. If you have
ever participated in a breakout at support or resistance only to have the market reverse sharply against you, then
you are familiar with the market dynamics of this setup. What exactly is going on at these levels? To understand
this concept is to understand the outside reversal pattern. Basically, market participants are testing the waters
above resistance or below support to make sure there is no new business to be done at these levels. When no
initiative buyers or sellers participate in range extension, responsive participants have all the information they
need to reverse price back toward a new area of perceived value.
As you look at a bullish outside reversal pattern, you will notice that the current bar's low is lower than the
prior bar's low. Essentially, the market is testing the waters below recently established lows to see if a downside
follow-through will occur. When no additional selling pressure enters the market, the result is a flood of buying
pressure that causes a springboard effect, thereby shooting price above the prior bar's highs and creating the
beginning of a bullish advance.
If you recall the child on the trampoline for a moment, you'll realize that the child had to force the bounce
mat down before he could spring into the air. Also, remember Jennifer the cake baker? She initially pushed price
to $20 per cake, which sent a flood of orders into her shop. The flood of buying pressure eventually sent the price
of her cakes to $35 apiece. Basically, price had to test the $20 level before it could rise to $35.
Let's analyze the outside reversal setup in a different light for a moment. One of the reasons I like this setup
is because the two-bar pattern reduces into the wick reversal setup, which we covered earlier in the chapter. If
you are not familiar with candlestick reduction, the idea is simple. You are taking the price data over two or more
candlesticks and combining them to create a single candlestick . Therefore, you will be taking the open, high, low,
and close prices of the bars in question to create a single composite candlestick .
Doji Reversal
The doji candlestick is the epitome of indecision. The pattern illustrates a virtual stalemate between buyers
and sellers, which means the existing trend may be on the verge of a reversal. If buyers have been controlling a
bullish advance over a period of time, you will typically see full-bodied candlesticks that personify the bullish
nature of the move. However, if a doji candlestick suddenly appears, the indication is that buyers are suddenly
not as confident in upside price potential as they once were. This is clearly a point of indecision, as buyers are no
longer pushing price to higher valuation, and have allowed sellers to battle them to a draw-at least for this one
candlestick . This leads to profit taking, as buyers begin to sell their profitable long positions, which is heightened
by responsive sellers entering the market due to perceived overvaluation. This "double whammy" of selling
pressure essentially pushes price lower, as responsive sellers take control of the market and push price back
toward fair value.
Volume Flow OscillatorVolume Flow Oscillator
Overview
The Volume Flow Oscillator is an advanced technical analysis tool that measures buying and selling pressure by combining price direction with volume. Unlike traditional volume indicators, this oscillator reveals the force behind price movements, helping traders identify strong trends, potential reversals, and divergences between price and volume.
Reading the Indicator
The oscillator displays seven colored bands that fluctuate around a zero line:
Three bands above zero (yellow) indicate increasing levels of buying pressure
Three bands below zero (red) indicate increasing levels of selling pressure
The central band represents the baseline volume flow
Color intensity changes based on whether values are positive or negative
Trading Signals
The Volume Flow Oscillator provides several valuable trading signals:
Zero-line crossovers: When multiple bands cross from negative to positive, potential bullish shift; opposite for bearish
Divergences: When price makes new highs/lows but oscillator bands fail to confirm, signals potential reversal
Volume climax: Extreme readings where outer bands stretch far from zero often precede reversals
Trend confirmation: Strong expansion of bands in direction of price movement confirms genuine momentum
Support/resistance: During trends, bands may remain largely on one side of zero, showing continued directional pressure
Customization
Adjust these key parameters to optimize the oscillator for your trading style:
Lookback Length: Controls overall sensitivity (shorter = more responsive, longer = smoother)
Multipliers: Adjust sensitivity spread between bands for different market conditions
ALMA Settings: Fine-tune how the indicator weights recent versus historical data
VWMA Toggle: Enable for additional smoothing in volatile markets
Best Practices
For optimal results, use this oscillator in conjunction with price action and other confirmation indicators. The multi-band approach helps distinguish between minor fluctuations and significant volume events that might signal important market turns.
Pivot Reversal Markers (3-bar strength)### Pivot Reversal Markers (3-Bar Strength)
**Overview:**
This indicator identifies and marks pivot high and pivot low reversal points on your chart using a customizable pivot strength. Ideal for traders seeking clear visual signals of potential reversals.
**Settings:**
* **Pivot Strength:** Number of bars checked before and after to confirm a pivot (default = 3).
**Signals:**
* 🔺 **Red Triangle (Pivot High):** Potential short entry or reversal from upward to downward trend.
* 🔻 **Green Triangle (Pivot Low):** Potential long entry or reversal from downward to upward trend.
**Usage:**
Combine these pivot signals with other technical analysis tools or indicators for optimal results.
[blackcat] L3 Magic-9/13 with Reversal Points ConfirmationOVERVIEW
The L3 Magic-9/13 with Reversal Points Confirmation indicator is designed to help traders identify potential reversal points in the market using a sequential approach. This indicator adopts the "buy when fearful, sell when greedy" philosophy, focusing on capturing key reversal moments 📉↗️. It plots labels on the chart to indicate these reversal points and uses custom functions to filter occurrences based on specific conditions.
FEATURES
Identifies consecutive price movements to detect potential reversals.
Plots labels for various sequential patterns:
High Sequentials: 5, 6, 7, 8, 9, 12, 13
Low Sequentials: 5, 6, 7, 8, 9, 12, 13
Uses custom functions to count consecutive occurrences and filter conditions.
Provides visual confirmation of reversal points with colored labels 🏷️.
Allows customization of sequence lengths and lookback periods ⚙️.
HOW TO USE
Add the indicator to your TradingView chart by selecting it from the indicators list.
Observe the plotted labels indicating potential reversal zones:
Green labels for buy signals ('B').
Red labels for sell signals ('S').
Customize the sequence lengths and lookback periods as needed in the settings panel.
Combine this indicator with other tools for confirmation before making trading decisions.
LIMITATIONS
The indicator relies heavily on sequential patterns, which might not capture all market nuances.
False signals can occur in ranging or sideways markets 🌪️.
Users should always confirm signals with other forms of analysis.
NOTES
Ensure that you have sufficient historical data available for accurate calculations.
Test the indicator thoroughly on demo accounts before applying it to live trading 🔍.
Understand the concept of buying at bottoms and selling at tops before using this indicator.
Combined + Reversal By DemirkanThis indicator is a comprehensive tool designed to identify potential trend reversals, trend direction, and entry/exit points by combining multiple technical analysis instruments. It includes the following components:
Two Reversal Lines (Based on Donchian Channel): Two lines with different periods indicate potential support/resistance levels and trend changes.
Hull Moving Average (HMA): A smoother, less lagging moving average helps determine trend direction and short-term momentum.
Fibonacci Level: A dynamic Fibonacci retracement level, calculated based on the highest high and lowest low over a specific period, serves as a potential support or area of interest.
Signal Generation: Produces Buy/Sell signals based on the crossovers and conditions of these components.
Visual Aids: Enhances interpretation by coloring the area between lines, coloring candlesticks, and adding labels.
Detailed Component Description:
Input Parameters (Settings):
Reversal Line 1 Length (Default: 100): The period (number of bars) used to calculate the first reversal line. Longer periods capture slower, more significant trends.
Reversal Line 2 Length (Default: 33): The period used to calculate the second reversal line. Shorter periods react to faster, shorter-term changes.
HMA Length (Default: 100): The period for calculating the Hull Moving Average.
Source (Default: close): The price source used for all calculations (close, open, high, low, etc.).
Reversal Line Bar Offset (Default: 3): Determines how many bars forward the Reversal Lines are shifted on the chart. This can make signals appear slightly earlier (or later, depending on the strategy). 0 means no shift.
Fibonacci Level (Default: 0.382): Specifies the Fibonacci retracement level (between 0.0 and 1.0). Common levels like 0.382, 0.5, 0.618 can be used.
Lookback Period (Default: 20): The period (number of bars) over which to look back for the highest high and lowest low to calculate the Fibonacci level.
Price Margin (Default: 0.005): Tolerance (as a percentage) determining how close the price needs to be to the Fibonacci level to be considered "at the level". E.g., 0.005 = 0.5%. If the price is within 0.5% of the calculated Fibonacci level, the condition is met.
Calculations:
donchian(len) Function: Calculates the average (math.avg) of the highest high (ta.highest) and lowest low (ta.lowest) over a specific period (len). This is effectively the midline of a classic Donchian Channel and is used here as the "Reversal Line".
Reversal Lines (conversionLine1, conversionLine2): Calculated using the donchian function based on the user-defined conversionPeriods1 and conversionPeriods2 lengths.
Hull Moving Average (hullMA): Calculated using the hma function. This function uniquely combines Weighted Moving Averages (WMA) to achieve less lag.
Fibonacci Level Calculation (fibLevel1, isAtFibLevel): Finds the highest high and lowest low within the lookbackPeriod, calculates the range (priceRange). fibLevel1 is determined by subtracting priceRange * fibLevel from the highest high (representing a retracement level). isAtFibLevel checks if the current closing price is within the priceMargin tolerance of the calculated fibLevel1.
Visual Elements (Plots/Drawing):
plot(conversionLine1 , ...): Plots the first reversal line in blue, shifted forward by barOffset.
plot(conversionLine2 , ...): Plots the second reversal line in black, shifted forward by barOffset.
plot(hullMA, ...): Plots the Hull Moving Average in orange.
plot(fibLevel1, ...): Plots the calculated Fibonacci level as a light blue, dashed line.
fill(...): Fills the area between the two (shifted) reversal lines. The area is colored blue if conversionLine1 > conversionLine2 (often interpreted as bullish) and red otherwise (bearish). The color transparency is set to 90 (almost opaque).
label.*: Adds labels at trend change points. A "Buy" label appears when the area turns blue (Line 1 crosses above Line 2), and a "Sell" label appears when it turns red (Line 1 crosses below Line 2). Labels appear once when the trend starts and are updated/deleted when the trend changes.
plotshape(...): Plots shapes (arrows/labels) on the chart when specific conditions are met:
Reversal Crossover Signals: A green up arrow (shape.labelup) appears when conversionLine2 crosses above conversionLine1 (Buy Signal - buySignal). A red down arrow (shape.labeldown) appears when conversionLine1 crosses below conversionLine2 (Sell Signal - sellSignal).
Hull MA Signals: A green up arrow (hullBuySignal) appears when the price closes above the HMA after being below it. A red down arrow (hullSellSignal) appears when the price closes below the HMA after being above it.
Fibonacci Buy Signal: A purple up arrow (fibBuySignal) appears when both the price is near the calculated Fibonacci level (isAtFibLevel) and a Hull MA Buy signal (hullBuySignal) occurs simultaneously. This signifies a "confluence" signal.
barcolor(...): Changes the color of the candlesticks. Bars turn blue on a Hull MA Buy signal (hullBuySignal) and red on a Hull MA Sell signal (hullSellSignal). Otherwise, the bar color remains the default chart color.
How to Use / Interpret:
Trend Direction:
Observe the color of the filled area between the reversal lines (Blue = Uptrend, Red = Downtrend).
Note whether the price is above or below the Hull MA.
Consider the slope of the Hull MA (upward or downward).
Entry/Exit Signals:
Aggressive: Use the crossovers of the reversal lines (buySignal, sellSignal). Green arrow suggests buy, red arrow suggests sell.
Trend Following: Use the HMA crossovers (hullBuySignal, hullSellSignal). Green arrow suggests buy, red arrow suggests sell. The bar colors also confirm these signals visually.
Confirmed Buy: Look for the Fibonacci Buy Signal (Purple arrow). When the price reaches a potential support level (Fibonacci) and simultaneously gets an HMA Buy signal, it can be considered a stronger buy indication.
Support/Resistance:
The reversal lines themselves can act as dynamic support/resistance levels.
The plotted Fibonacci level (fibLevel1) can be monitored as a potential retracement and support zone.
Strategy:
Confluence (multiple signals aligning) can increase confidence. For example, a buySignal or hullBuySignal occurring while the HMA is pointing up and the fill area is blue might be considered stronger.
Adjust the barOffset parameter to fine-tune the timing of the visual signals according to your trading style.
Use the Fibonacci Buy signal to potentially find entry points after pullbacks in an uptrend or near potential bottoms after a decline.
Important Notes:
No single indicator provides 100% accurate signals. It's crucial to use this indicator in conjunction with other analysis methods (price action, chart patterns, volume, etc.) and sound risk management strategies.
The indicator's performance might vary in different market conditions (trending, sideways) and across different timeframes. Backtesting before live trading is recommended.
The barOffset value shifts the plotting of the lines forward visually but does not change the time at which the underlying calculation occurs (it's still based on the data up to the current closing bar).
Triangle Reversal IndicatorTriangle Reversal Indicator – A Visual Tool for Identifying Reversal Patterns
This indicator is designed to highlight potential trend reversal moments by comparing the current candle with the previous one. It offers a unique approach by focusing on distinct candle patterns rather than generic trend indicators, making it a valuable addition to your trading toolkit.
How It Works:
For a bullish signal, the indicator checks if:
The current candle is bullish (closing higher than it opens) while the previous candle was bearish.
The current candle’s low breaches the previous bearish candle’s low.
The current candle’s close is above the previous bearish candle’s close.
When these conditions are met, a tiny green triangle is plotted below the candle to signal a potential bullish reversal.
Conversely, for a bearish signal, it verifies if:
The current candle is bearish (closing lower than it opens) following a bullish candle.
The current candle’s high exceeds the previous bullish candle’s high.
The current candle’s close falls below the previous bullish candle’s close.
If all conditions are satisfied, a small red triangle appears above the candle to indicate a potential bearish reversal.
How to Use:
Simply apply the indicator on your chart and look for the tiny triangles that appear above or below the candles. These markers can serve as an additional visual cue when confirming entry or exit points, but it’s best used alongside your other analysis techniques.
Customization Options:
Users can further enhance the script by adding inputs for lookback periods, adjusting the triangle size, or modifying colors to match their chart themes.
Johnny's Volatility-Driven Trend Identifier w/ Reversal SignalsJohnny's Volatility-Driven Trend Identifier w/ Reversal Signals is designed to identify high-probability trend shifts and reversals by incorporating volatility, momentum, and impulse-based filtering. It is specifically built for traders who want to capture strong trend movements while minimizing false signals caused by low volatility noise.
By leveraging Rate of Change (ROC), Relative Strength Index (RSI), and Average True Range (ATR)-based volatility detection, the indicator dynamically adapts to market conditions. It highlights breakout trends, reversals, and early signs of momentum shifts using strategically placed labels and color-coded trend visualization.
Inspiration taken from Top G indicator .
What This Indicator Does
The Volatility-Driven Trend Identifier works by:
Measuring Market Extremes & Momentum:
Uses ROC normalization with standard deviation to identify impulse moves in price action.
Implements RSI filtering to determine overbought/oversold conditions that validate trend strength.
Utilizes ATR-based volatility tracking to ensure signals only appear when meaningful market movements are occurring.
Identifying Key Trend Events:
Power Peak (🔥): Marks a confirmed strong downtrend, ideal for shorting opportunities.
Surge (🚀): Indicates a confirmed strong uptrend, signaling a potential long entry.
Soft Surge (↗): Highlights a mild bullish reentry or early uptrend formation.
Soft Peak (↘): Shows a mild bearish reentry or early downtrend formation.
Providing Adaptive Filtering for Reliable Signals:
Filters out weak trends with a volatility check, ensuring signals appear only in strong market conditions.
Implements multi-level confirmation by combining trend strength metrics, preventing false breakouts.
Uses gradient-based visualization to color-code market sentiment for quick interpretation.
What This Indicator Signals
Breakouts & Impulse Moves: 🚀🔥
The Surge (🚀) and Power Peak (🔥) labels indicate confirmed momentum breakouts, where the trend has been validated by a combination of ROC impulse, RSI confirmation, and ATR volatility filtering.
These signals suggest that the market is entering a strong trend, and traders can align their entries accordingly.
Early Trend Formation & Reentries: ↗ ↘
The Soft Surge (↗) and Soft Peak (↘) labels indicate areas where a trend might be forming, but is not yet fully confirmed.
These signals help traders anticipate potential entries before the trend gains full strength.
Volatility-Adaptive Trend Filtering: 📊
Since the indicator only activates in volatile conditions, it avoids the pitfalls of low-range choppy markets where false signals frequently occur.
ATR-driven adaptive windowing allows the indicator to dynamically adjust its sensitivity based on real-time volatility conditions.
How to Use This Indicator
1. Identifying High-Probability Entries
Bullish Entries (Long Trades)
Look for 🚀 Surge signals in an uptrend.
Confirm with RSI (should be above 50 for momentum).
Ensure volatility is increasing to validate the breakout.
Use ↗ Soft Surge signals for early entries before the trend fully confirms.
Bearish Entries (Short Trades)
Look for 🔥 Power Peak signals in a downtrend.
RSI should be below 50, indicating downward momentum.
Volatility should be rising, ensuring market momentum is strong.
Use ↘ Soft Peak signals for early entries before a full bearish confirmation.
2. Avoiding False Signals
Ignore signals when the market is ranging (low ATR).
Check RSI and ROC alignment to ensure trend confirmation.
Use additional confluences (e.g., price action, support/resistance levels, moving averages) for enhanced accuracy.
3. Trend Confirmation & Filtering
The stronger the trend, the higher the likelihood that Surge (🚀) and Power Peak (🔥) signals will continue in their direction.
Soft Surge (↗) and Soft Peak (↘) act as early warning signals before major breakouts occur.
What Makes This a Machine Learning-Inspired Moving Average?
While this indicator is not a direct implementation of machine learning (as Pine Script lacks AI/ML capabilities), it mimics machine learning principles by adapting dynamically to market conditions using the following techniques:
Adaptive Trend Selection:
It does not rely on fixed moving averages but instead adapts dynamically based on volatility expansion and momentum detection.
ATR-based filtering adjusts the indicator’s sensitivity to real-time conditions.
Multi-Factor Confirmation (Feature Engineering Equivalent in ML):
Combines ROC, RSI, and ATR in a structured way, similar to how ML models use multiple inputs to filter and classify data.
Implements conditional trend recognition, ensuring that only valid signals pass through the filter.
Noise Reduction with Data Smoothing:
The algorithm avoids false signals by incorporating trend intensity thresholds, much like how ML models remove outliers to refine predictions.
Adaptive filtering ensures that low-volatility environments do not produce misleading signals.
Why Use This Indicator?
✔ Reduces False Signals: Multi-factor validation ensures only high-confidence signals are triggered.
✔ Works in All Market Conditions: Volatility-adaptive nature allows the indicator to perform well in both trending and ranging markets.
✔ Great for Swing & Intraday Trading: It helps spot momentum shifts early and allows traders to catch major market moves before they fully develop.
✔ Visually Intuitive: Color-coded trends and clear signal markers make it easy to interpret.
