SV Harmozup Pattern

The concept of Harmonic Patterns was established by H.M. Gartley in 1932. Gartley wrote about a 5-point (XABCD) pattern (known as Gartley) in his book Profits in the Stock Market. This indicator scan and alert when 4th point (C) is complete and predict where D should be. 

In traditional, Gartley pattern include BAT pattern, Gartley pattern, butterfly pattern, crab pattern, deep crab pattern, shark pattern. Each pattern has its own set of fibonacci. In this indicator, we add more extended pattern named ZUP pattern. So we have total 37 pattern as follow:



MinXB MaxXB MinAC MaxAC MinBD MaxBD MinXD MaxXD
1 Gartley 0.618 0.618 0.382 0.886 1.272 1.618 0.786 0.786
2 Bat 0.382 0.5 0.382 0.886 1.618 2.618 0.886 0.886
3 A alt shark 0.446 0.618 0.618 0.886 1.618 2.618 0.886 0.886
4 A Nen star 0.5 0.886 0.467 0.707 1.618 2.618 0.786 0.786
5 Butterfly 113 0.786 1 0.618 1 1.128 1.618 1.128 1.128
6 Butterfly 0.786 0.786 0.382 0.886 1.618 2.618 1.272 1.618
7 Crab 0.382 0.618 0.382 0.886 2.24 3.618 1.618 1.618
8 A Shark 0.446 0.618 0.618 0.886 1.618 2.618 1.128 1.128
9 A New Cypher 0.5 0.886 0.476 0.707 1.618 2.618 1.272 1.272
10 Leonardo 0.5 0.5 0.382 0.886 1.128 2.618 0.786 0.786
11 A Butterfly 0.382 0.618 1.128 2.618 1.272 1.272 0.618 0.786
12 A Crab 0.276 0.446 1.128 2.618 1.618 2.618 0.618 0.618
13 Shark 0.382 0.618 1.128 1.618 1.618 2.236 0.886 0.886
14 New Cypher 0.382 0.618 1.414 2.14 1.128 2 0.786 0.786
15 Sea pony 0.128 3.618 0.382 0.5 1.618 2.618 0.618 3.618
16 A Gartley 0.618 0.786 1.128 2.618 1.618 1.618 1.272 1.272
17 A Bat 0.382 0.618 1.128 2.618 2 2.618 1.128 1.128
18 Alt Shark 0.382 0.618 1.128 1.618 1.618 2.236 1.128 1.128
19 Nen Star 0.382 0.618 1.414 2.14 1.128 2 1.272 1.272
20 Partizan 0.128 3.618 0.382 0.382 1.618 1.618 0.618 3.618
21 Alt Bat 0.382 0.382 0.382 0.886 2 3.618 1.128 1.128
22 Deep Crab 0.886 0.886 0.382 0.886 2.618 3.618 1.618 1.618
23 Black Swan 1.382 2.618 0.236 0.5 1.128 2 1.128 2.618
24 121 0.5 0.618 1.272 2 0.447 0.618 0.382 0.786
25 Max Bat 0.382 0.618 0.382 0.886 1.272 2.618 0.886 0.886
26 Max Gartley 0.382 0.618 0.382 0.886 1.128 2.236 0.618 0.786
27 Max Butterfly 0.618 0.886 0.382 0.886 1.272 2.618 1.272 1.618
28 A 121 1.618 0.786 0.447 0.786 1.618 2 1.272 2.618
29 White swan 0.382 0.724 2 4.237 0.5 0.886 0.382 0.886
30 Navarro 200 0.382 0.786 0.886 1.128 0.886 3.618 0.886 1.128
31 3 drives 1.272 1.618 0.618 0.786 1.272 1.618 1.618 2.618
32 A 3 drives 0.618 0.786 1.272 1.618 0.618 0.786 0.31 0.886
33 Total 1 0.382 0.786 0.382 0.886 1.271 2.618 0.786 0.886
34 Total 2 0.382 0.786 0.382 0.886 1.618 3.618 1.128 1.618
35 Total 3 0.276 0.618 1.128 2.618 1.272 2.618 0.618 0.886
36 Total 4 0.382 0.786 1.128 2.618 1.618 2.618 1.128 1.272
37 Total 0.276 0.786 0.382 2.618 1.272 3.618 0.618 1.618

This indicator have two mode, each mode have two option:

1) Search pattern in range: 4 point (X,A,B,C) is from (min-tolence) to (max+tolence) of fibonancy level. In this case, you should reduce a tolence value.

a. Option No need to confirm peak (Is fast=true) will search from fisrt (not confirm) extreme point. This option will find patterm as soon as possible but some time point C is move cause first extreme point move.

b. Option Have to confirm peak (Is fast=fast) will search from second extreme point (stable). This option will latency but more stable

2) Search pattern in exactly: 4 point is exactl fibonancy level side by side . So if fib level at xbmin (add or minus tolence), bd have to at min also. Use this option, you should increase tolence. 

a. Option No need to confirm peak (Is fast=true) is same in first mode but C not move alot.

b. Option Have to confirm peak (Is fast=fast) is same in first mode

When pattern found, this indicator draw 2 vertical line (XDmin,XDmax) and (BDmin,BDmax). The intersection of 2 line is D potetial. With mode search pattern in exactly, there no intersection of 2 line in some case (especially when the tolence is low). This mean that harmozup pattern can not complete in this case.

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Göstergе, herhangi bir noktadan hacmi analiz eder ve bu hacim için piyasanın tükeniş seviyelerini hesaplar. Meravith’in ana çizgileri: Boğa hacim tükeniş çizgisi – hedef olarak kullanılır. Ayı hacim tükeniş çizgisi – hedef olarak kullanılır. Trend çizgisi – piyasa trendini gösterir. Piyasanın boğa mı ayı mı olduğuna bağlı olarak rengi değişir ve trend desteği görevi görür. Nasıl kullanılır: Mor dikey çizgiye çift tıklayın ve istediğiniz konuma taşıyın. Her şeyi analiz edebilirsiniz – trendleri v
Elliott Wave Trend was designed for the scientific wave counting. This tool focuses to get rid of the vagueness of the classic Elliott Wave Counting using the guideline from the template and pattern approach. In doing so, firstly Elliott Wave Trend offers the template for your wave counting. Secondly, it offers Wave Structural Score to assist to identify accurate wave formation. It offers both impulse wave Structural Score and corrective wave Structure Score. Structural Score is the rating to sh
SHOGUN TRADE PRO [MT5] - Professional Market Structure & Dow Theory Suite Limited Release: Early Access Pricing This professional suite is currently available at an introductory price to celebrate its launch on the MT5 platform. Please note that the price will be adjusted incrementally as updates are released and the user base grows. Secure your "Commander’s Seat" at the most favorable rate today. The Developer’s Journey: From Noise to Clarity I will be honest: I was once a "knowledge colle
" Dynamic Scalper System MT5 " göstergesi, trend dalgaları içinde işlem yapmak için scalping yöntemi için tasarlanmıştır. Başlıca döviz çiftleri ve altın üzerinde test edilmiştir, diğer işlem araçlarıyla uyumluluğu mümkündür. Ek fiyat hareketi desteğiyle trend boyunca pozisyonların kısa vadeli açılması için sinyaller sağlar. Göstergenin prensibi. Büyük oklar trend yönünü belirler. Küçük oklar şeklinde scalping için sinyaller üreten bir algoritma trend dalgaları içinde çalışır. Kırmızı oklar yü
Orderflow Scalp Pro v2.4   delivers institutional-grade trading intelligence through advanced volume analysis, dynamic VWAP calculations, real-time aggressive score monitoring, and precision arrow signals. This complete trading system transforms complex market data into clear, actionable signals for consistent profitability on 3-4 minute timeframes. Full Documentation: [Download PDF] Four Powerful Components in One System Volume Profile HeatMap with POC/VAH/VAL Transform your charts into inst
SynaptixQuant Dominance Matrix
Devie Arevalo Montemayor
5 (1)
SynaptixQuant Dominance Matrix: Institutional-Grade Market State Extraction Engineered for traders who require a data-driven view of market behaviour beyond surface-level indicators. The Synaptix Quant (SQ) Dominance Matrix is not a conventional currency strength display. Behind its intentionally streamlined interface runs a sophisticated analytical architecture designed to quantify market conditions with precision. Every output is generated through layered signal processing built to identify d
WARNING: This indicator is distributed EXCLUSIVELY on MQL5.com MT4 version:   https://www.mql5.com/it/market/product/160363 MT5 version:   https://www.mql5.com/it/market/product/160410 ============================================================================================= MAX RIBBON ver 1.00 The indicator that shows you the TREND clearly and unambiguously! ============================================================================================= DESCRIPTION MAX RIBBON is an advanced tre
FXLAND Smart Reversal Indicator (MT5) FXLAND Smart Reversal Indicator is a professional technical analysis tool designed to help traders identify potential price reversal zones and key market turning points with clarity and precision. The best reversal indicator and price return by choosing only one ceiling or floor in each time frame A masterpiece of combining mathematics and Gann, fractal matrix, Fibonacci, movement angle and time. Completely intelligent Key Features Detects potenti
Bill Williams Advanced
Siarhei Vashchylka
5 (10)
Bill Williams Advanced is designed for automatic chart analysis using Bill Williams' "Profitunity" system. The indicator analyzes four timeframes at once. Manual (Be sure to read before purchasing) Advantages 1. Analyzes the chart using Bill Williams' "Profitunity" system. Signals are displayed in a table in the corner of the screen and on the price chart. 2. Finds all known AO and AC signals, as well as zone signals. Equipped with a trend filter based on the Alligator. 3. Finds "Divergence Bar
TrendMaestro5
Stefano Frisetti
note: this indicator is for METATRADER4, if you want the version for METATRADER5 this is the link:  https://www.mql5.com/it/market/product/108106 TRENDMAESTRO ver 2.5 TRENDMAESTRO recognizes a new TREND from the start, he never makes mistakes. The certainty of identifying a new TREND is priceless. DESCRIPTION TRENDMAESTRO identifies a new TREND in the bud, this indicator examines the volatility, volumes and momentum to identify the moment in which there is an explosion of one or more of these da
Pantera Indicator
Temirlan Kdyrkhan
5 (1)
A tool for on-chart strategy backtesting and performance analysis. A utility for developing, debugging, and testing custom trading ideas and indicator functions. An indicator designed to quickly test trading concepts and visualize the effectiveness of different input parameters. An all-in-one sandbox for testing everything from simple crossovers to complex, multi-condition trading systems.
Step into the world of Forex trading with confidence, clarity, and precision using Gold Indicator a next-generation tool engineered to take your trading performance to the next level. Whether you’re a seasoned professional or just beginning your journey in the currency markets, Gold Indicator equips you with powerful insights and help you trade smarter, not harder. Built on the proven synergy of three advanced indicators, Gold Indicator focuses exclusively on medium and long-term trends elimina
+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +++ Link to EURUSD Only Free Version -->  https://www.mql5.com/en/market/product/156904?source=Unknown +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ Hallo Trader, This is a traditional GANN & FIBONACCI strategy based on detection of an impulsive move in the opposite direction. This is called a Breakout. At the moment of Breakout, the indicator draw
MATADOR GOLD – XAUUSD MT5 M5 Timeframe Scalp Signals MATADOR GOLD is a professional signal indicator designed for XAUUSD (Gold) scalping on the M5 timeframe , with optional higher-timeframe confirmation. This indicator does not open or manage trades automatically . It provides structured buy and sell signals, intelligent filtering, and alerts, allowing traders to execute trades using their own strategy and risk management rules. Core Concept (Multi-Concept Architecture) MATADOR GOLD is built
UZFX {SSS} Scalping Smart Signals MT5, hızlı hareket eden piyasalarda doğru, gerçek zamanlı sinyaller talep eden Scalper'lar, Günlük Yatırımcılar ve Swing Yatırımcılar için tasarlanmış, Yeniden Boyama Yapmayan yüksek performanslı bir ticaret göstergesidir. (UZFX-LABS) tarafından geliştirilen bu gösterge, fiyat hareket analizi, trend onayı ve akıllı filtrelemeyi bir araya getirerek tüm döviz çiftleri ve zaman dilimlerinde yüksek olasılıklı alım ve satım sinyalleri üretir. Temel Özellikler Akıllı
Hyperbolic
Konstantin Gruzdev
The indicator is stable on noise fluctuations in price and quickly reacts to the trend. It is based on an algorithm from a system of hyperbolic functions that allows you to aggressively smooth the flat with minimal lag on the trend. It can be applied directly to the price chart, to itself, or to other indicators in order to eliminate false signals. The main purpose of the indicator is to smooth out small sawtooth price movements as much as possible. The higher the Hyperbolic parameter, the stron
This indicator belongs to the family of channel indicators. These channel indicator was created based on the principle that the market will always trade in a swinging like pattern. The swinging like pattern is caused by the existence of both the bulls and bears in a market. This causes a market to trade in a dynamic channel. it is designed to help the buyer to identify the levels at which the bulls are buying and the bear are selling. The bulls are buying when the Market is cheap and the bears a
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This indicator provides the ability to recognize the SMC pattern, essentially a condensed version of the Wyckoff model. Once the pattern is confirmed by RTO, it represents a significant investment opportunity.    There are numerous indicators related to SMC beyond the market, but this is the first indicator to leverage patterns to identify specific actions of BigBoy to  navigate the market. Upgrade 2024-03-08: Add TP by RR feature. The SMC (Smart Money Concept)   pattern   is a market analysis m
This all-in-one indicator displays real-time market structure (internal & swing BOS / CHoCH), order blocks, premium & discount zones, equal highs & lows, and much more...allowing traders to automatically mark up their charts with widely used price action methodologies. Following the release of our Fair Value Gap script, we received numerous requests from our community to release more features in the same category. "Smart Money Concepts" (SMC) is a fairly new yet widely used term amongst price a
The Hull  Butterfly  Oscillator (HBO) is an oscillator constructed from the difference between a regular  Hull Moving Average  (  HMA  ) and another with coefficients flipped horizontally . Levels are obtained from cumulative means of the absolute value of the oscillator. These are used to return dots indicating potential reversal points . This indicator draw line in separate window, plus blue dot (for buy signal) when hull oscillator is peak and red when sell signal. It  also includes integrate
This is addition of  Effective SV squeeze momentum  that add bolliger band and Keltner channel to chart window.  Squeeze momentum introduced by “John Carter”, the squeeze indicator for MT5 represents a volatility-based tool. Regardless, we can also consider the squeeze indicator as a momentum indicator, as many traders use it to identify the direction and strength of price moves. In fact, the Tradingview  squeeze indicator shows when a financial instrument is willing to change from a trending ma
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Detect divergence (classic, hidden) price and all oscillator indicator include: RSI, CCI, MACD, OSMA, Stochastic, Momentum, Awesome Oscillator (AO), Accelerator Oscillator (AC), Williams Percent Range (WPR), Relative Vigor Index (RVI), Rate of Change (ROC). Confirm reversal with dochian channel for to improve signal quality. Divergence is when the price of an asset is moving in the opposite direction of a technical   indicator , such as an oscillator, or is moving contrary to other data. Diverge
This is a Forex Scalping Trading Sytem based on the Bollinger Bands.  Pairs:Major Time frame: 1M or higher. Spread max:0,0001.  Indicators (just suggestion) Bollinger bands (20, 2); ADX (14 period); RSI   (7 period ). Y ou should only trade this system between 2am to 5am EST, 8am to 12am EST and 7.30pm to 10pm EST. Do not scalp 30 minutes before a orange or red news  report and not for a hour afterwards.   Setup: is for price to move above the lower or lower Bollinger Bands, RSI raise above the
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The SuperTrend AI indicator is a novel take on bridging the gap between the K-means clustering machine learning method & technical indicators. In this case, we apply K-Means clustering to the famous SuperTrend indicator.   USAGE Users can interpret the SuperTrend AI trailing stop similarly to the regular SuperTrend indicator. Using higher minimum/maximum factors will return longer-term signals. (image 1) The displayed performance metrics displayed on each signal allow for a deeper interpretat
Sessions by LUX in MT5
Minh Truong Pham
5 (1)
This indicator shows when user set sessions are active and returns various tools + metrics using the closing price within active sessions as an input. Users have the option to change up to 4 session times. The indicator will increasingly lack accuracy when the chart timeframe is higher than 1 hour. Settings Sessions Enable Session: Allows to enable or disable all associated elements with a specific user set session. Session Time: Opening and closing times of the user set session in the  
The indicator show Higher timeframe candles for ICT technical analisys Higher time frames reduce the 'noise' inherent in lower time frames, providing a clearer, more accurate picture of the market's movements. By examining higher time frames, you can better identify trends, reversals, and key areas of support and resistance. The Higher Time Frame Candles indicator overlays higher time frame data directly onto your current chart. You can easily specify the higher time frame candles you'd li
All about Smart Money Concepts Strategy: Market struture: internal or swing BOS, CHoCH; Orderblock; Liquity equal; Fair Value Gap with Consequent encroachment, Balanced price range; Level with Previous month, week, day level or in day level (PMH, PWH, PDH, HOD); BuySell Stops Liquidity (BSL, SSL); Liquidity Void Long Wicks; Premium and Discount; Candle pattern ... "Smart Money Concepts" ( SMC ) is a fairly new yet widely used term amongst price action traders looking to more accurately navigate
The indicator   returning pivot point based trendlines with highlighted breakouts . Trendline caculated by pivot point and other clue are ATR, Stdev.   The indicator also includes integrated alerts for  trendlines  breakouts   and foward message to Telegram channel or group if you want. Settings ·            Lookback bar: Default 200 is number of bar caculate when init indicator. ·            Length:  Pivot points  period ·            Slope Calculation Method: Determines how this lope is calcula
This all-in-one indicator displays real-time market structure (internal & swing BOS / CHoCH), order blocks, premium & discount zones, equal highs & lows, and much more...allowing traders to automatically mark up their charts with widely used price action methodologies. Following the release of our Fair Value Gap script, we received numerous requests from our community to release more features in the same category. //------------------------------------// Version 1.x has missing functions + PDAr
The Breaker Blocks with Signals indicator aims to highlight a complete methodology based on breaker blocks. Breakout signals between the price and breaker blocks are highlighted and premium/discount swing levels are included to provide potential take profit/stop loss levels. This script also includes alerts for each signal highlighted.   SETTINGS   Breaker Blocks Length: Sensitivity of the detected swings used to construct breaker blocks. Higher values will return longer term break
The ICT Concepts indicator regroups core concepts highlighted by trader and educator "The Inner Circle Trader" (ICT) into an all-in-one toolkit. Features include Market Structure (MSS & BOS), Order Blocks, Imbalances, Buyside/Sellside Liquidity, Displacements, ICT Killzones, and New Week/Day Opening Gaps. It’s one kind of Smart money concepts.   USAGE:   Please read this   document  !      DETAILS Market Structure Market structure labels are constructed from price breaking a prior extreme
The FollowLine indicator is a trend following indicator. The blue/red lines are activated when the price closes above the upper Bollinger band or below the lower one. Once the trigger of the trend direction is made, the FollowLine will be placed at High or Low (depending of the trend). An ATR filter can be selected to place the line at a more distance level than the normal mode settled at candles Highs/Lows. Some features: + Trend detech + Reversal signal + Alert teminar / mobile app
The ICT Silver Bullet indicator is inspired from the lectures of "The Inner Circle Trader" (ICT) and highlights the Silver Bullet (SB) window which is a specific 1-hour interval where a Fair Value Gap (FVG) pattern can be formed. A detail document about ICT Silver Bullet here . There are 3 different Silver Bullet windows (New York local time): The London Open Silver Bullet (3 AM — 4 AM ~ 03:00 — 04:00) The AM Session Silver Bullet (10 AM — 11 AM ~ 10:00 — 11:00) The PM Session Silver Bullet (2
This indicator shows when user set sessions are active and returns various tools + metrics using the closing price within active sessions as an input. Users have the option to change up to 4 session times. The indicator will increasingly lack accuracy when the chart timeframe is higher than 1 hour. Settings Sessions Enable Session: Allows to enable or disable all associated elements with a specific user set session. Session Time: Opening and closing times of the user set session in the  
The liquidity swings indicator highlights swing areas with existent trading activity. The number of times price revisited a swing area is highlighted by a zone delimiting the swing areas. Additionally, the accumulated volume within swing areas is highlighted by labels on the chart. An option to filter out swing areas with volume/counts not reaching a user-set threshold is also included. This indicator by its very nature is not real-time and is meant for descriptive analysis alongside other com
OVERVIEW A Lorentzian Distance Classifier (LDC) is a Machine Learning classification algorithm capable of categorizing historical data from a multi-dimensional feature space. This indicator demonstrates how Lorentzian Classification can also be used to predict the direction of future price movements when used as the distance metric for a novel implementation of an Approximate Nearest Neighbors (ANN) algorithm. This indicator provide signal as buffer, so very easy for create EA from this indi
This 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 c
An Implied Fair Value Gap (IFVG) is a three candles imbalance formation conceptualized by ICT that is based on detecting a larger candle body & then measuring the average between the two adjacent candle shadows. This indicator automatically detects this imbalance formation on your charts and can be extended by a user set number of bars. The IFVG average can also be extended until a new respective IFVG is detected, serving as a support/resistance line. Alerts for the detection of bullish/be
Consolidation is when price is moving inside a clear trading range. When prices are consolidated it shows the market maker placing orders on both sides of the market. This is mainly due to manipulate the un informed money. This indicator automatically identifies consolidation zones and plots them on the chart. The method of determining consolidation zones is based on pivot points and ATR, ensuring precise identification. The indicator also sends alert notifications to users when a new consolida
This indicator presents an alternative approach to identify Market Structure. The logic used is derived from learning material created by   DaveTeaches (on X) Upgrade v1.10: add option to put protected high/low value to buffer (figure 11, 12) When quantifying Market Structure, it is common to use fractal highs and lows to identify "significant" swing pivots. When price closes through these pivots, we may identify a Market Structure Shift (MSS) for reversals or a Break of Structure (BOS) for co
Created by imjesstwoone and mickey1984, this trade model attempts to capture the expansion from the 10:00-14:00 EST 4h candle using just 3 simple steps. All of the information presented in this description has been outlined by its creators, all I did was translate it to MQL4. All core settings of the trade model may be edited so that users can test several variations, however this description will cover its default, intended behavior using NQ 5m as an example. Step 1 is to identify our Price Ra
The Buyside & Sellside Liquidity indicator aims to detect & highlight the first and arguably most important concept within the ICT trading methodology,   Liquidity   levels. SETTINGS Liquidity Levels Detection Length: Lookback period Margin: Sets margin/sensitivity for a liquidity level detection Liquidity Zones Buyside Liquidity Zones: Enables display of the buyside liquidity zones. Margin: Sets margin/sensitivity for the liquidity zone boundaries. Color: Color option for buysid
The   Liquidation Estimates (Real-Time)   experimental indicator attempts to highlight real-time long and short liquidations on all timeframes. Here with liquidations, we refer to the process of forcibly closing a trader's position in the market. By analyzing liquidation data, traders can gauge market sentiment, identify potential support and resistance levels, identify potential trend reversals, and make informed decisions about entry and exit points. USAGE (Img 1)    Liquidation refers
The   ICT Unicorn Model   indicator highlights the presence of "unicorn" patterns on the user's chart which is derived from the lectures of   "The Inner Circle Trader" (ICT) . Detected patterns are followed by targets with a distance controlled by the user.   USAGE (image 2) At its core, the ICT Unicorn Model relies on two popular concepts, Fair Value Gaps and Breaker Blocks. This combination highlights a future area of support/resistance. A   Bullish Unicorn Pattern   consists out of:
The Inversion Fair Value Gaps (IFVG) indicator is based on the inversion FVG concept by ICT and provides support and resistance zones based on mitigated Fair Value Gaps (FVGs). Image 1   USAGE Once mitigation of an FVG occurs, we detect the zone as an "Inverted FVG". This would now be looked upon for potential support or resistance. Mitigation occurs when the price closes above or below the FVG area in the opposite direction of its bias. (Image 2) Inverted Bullish FVGs Turn into Potenti
Overview The   Volume SuperTrend AI   is an advanced technical indicator used to predict trends in price movements by utilizing a combination of traditional SuperTrend calculation and AI techniques, particularly the k-nearest neighbors (KNN) algorithm. The Volume SuperTrend AI is designed to provide traders with insights into potential market trends, using both volume-weighted moving averages (VWMA) and the k-nearest neighbors (KNN) algorithm. By combining these approaches, the indicator
OVERVIEW K-means is a clustering algorithm commonly used in machine learning to group data points into distinct clusters based on their similarities. While K-means is not typically used directly for identifying support and resistance levels in financial markets, it can serve as a tool in a broader analysis approach. Support and resistance levels are price levels in financial markets where the price tends to react or reverse. Support is a level where the price tends to stop falling and m
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