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Support and Resistance AI by K clustering MT4

 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 might start to rise, while resistance is a level where the price tends to stop rising and might start to fall. Traders and analysts often look for these levels as they can provide insights into potential price movements and trading opportunities.

 BACKGROUND


The K-means algorithm has been around since the late 1950s, making it more than six decades old. The algorithm was introduced by Stuart Lloyd in his 1957 research paper "Least squares quantization in PCM" for telecommunications applications. However, it wasn't widely known or recognized until James MacQueen's 1967 paper "Some Methods for Classification and Analysis of Multivariate Observations," where he formalized the algorithm and referred to it as the "K-means" clustering method.

So, while K-means has been around for a considerable amount of time, it continues to be a widely used and influential algorithm in the fields of machine learning, data analysis, and pattern recognition due to its simplicity and effectiveness in clustering tasks.

 COMPARE AND CONTRAST SUPPORT AND RESISTANCE METHODS


1) K-means Approach:

  • Cluster Formation: After applying the K-means algorithm to historical price change data and visualizing the resulting clusters, traders can identify distinct regions on the price chart where clusters are formed. Each cluster represents a group of similar price change patterns.

  • Cluster Analysis: Analyze the clusters to identify areas where clusters tend to form. These areas might correspond to regions of price behavior that repeat over time and could be indicative of support and resistance levels.

  • Potential Support and Resistance Levels: Based on the identified areas of cluster formation, traders can consider these regions as potential support and resistance levels. A cluster forming at a specific price level could suggest that this level has been historically significant, causing similar price behavior in the past.

  • Cluster Standard Deviation: In addition to looking at the means (centroids) of the clusters, traders can also calculate the standard deviation of price changes within each cluster. Standard deviation is a measure of the dispersion or volatility of data points around the mean. A higher standard deviation indicates greater price volatility within a cluster.

  • Low Standard Deviation: If a cluster has a low standard deviation, it suggests that prices within that cluster are relatively stable and less likely to exhibit sudden and large price movements. Traders might consider placing tighter stop-loss orders for trades within these clusters.

  • High Standard Deviation: Conversely, if a cluster has a high standard deviation, it indicates greater price volatility within that cluster. Traders might opt for wider stop-loss orders to allow for potential price fluctuations without getting stopped out prematurely.

  • Cluster Density: Each data point is assigned to a cluster so a cluster that is more dense will act more like gravity and

2) Traditional Approach:

  • Trendlines: Draw trendlines connecting significant highs or lows on a price chart to identify potential support and resistance levels.

  • Chart Patterns: Identify chart patterns like double tops, double bottoms, head and shoulders, and triangles that often indicate potential reversal points.

  • Moving Averages: Use moving averages to identify levels where the price might find support or resistance based on the average price over a specific period.

  • Psychological Levels: Identify round numbers or levels that traders often pay attention to, which can act as support and resistance.

  • Previous Highs and Lows: Identify significant previous price highs and lows that might act as support or resistance.

The key difference lies in the approach and the foundation of these methods. Traditional methods are based on well-established principles of technical analysis and market psychology, while the K-means approach involves clustering price behavior without necessarily incorporating market sentiment or specific price patterns.

It's important to note that while the K-means approach might provide an interesting way to analyze price data, it should be used cautiously and in conjunction with other traditional methods. Financial markets are influenced by a wide range of factors beyond just price behavior, and the effectiveness of any method for identifying support and resistance levels should be thoroughly tested and validated. Additionally, developments in trading strategies and analysis techniques could have occurred since my last update.

 K MEANS ALGORITHM


The algorithm for K means is as follows:
  1. Initialize cluster centers
  2. assign data to clusters based on minimum distance
  3. calculate cluster center by taking the average or median of the clusters
  4. repeat steps 1-3 until cluster centers stop moving

 LIMITATIONS OF K MEANS


There are 3 main limitations of this algorithm:
  1. Sensitive to Initializations: K-means is sensitive to the initial placement of centroids. Different initializations can lead to different cluster assignments and final results.
  2. Assumption of Equal Sizes and Variances: K-means assumes that clusters have roughly equal sizes and spherical shapes. This may not hold true for all types of data. It can struggle with identifying clusters with uneven densities, sizes, or shapes.
  3. Impact of Outliers: K-means is sensitive to outliers, as a single outlier can significantly affect the position of cluster centroids. Outliers can lead to the creation of spurious clusters or distortion of the true cluster structure.

 LIMITATIONS IN APPLICATION OF K MEANS IN TRADING


Trading data often exhibits characteristics that can pose challenges when applying indicators and analysis techniques. Here's how the limitations of outliers, varying scales, and unequal variance can impact the use of indicators in trading:

  1. Outliers are data points that significantly deviate from the rest of the dataset. In trading, outliers can represent extreme price movements caused by rare events, news, or market anomalies. Outliers can have a significant impact on trading indicators and analyses:

    Indicator Distortion: Outliers can skew the calculations of indicators, leading to misleading signals. For instance, a single extreme price spike could cause indicators like moving averages or RSI (Relative Strength Index) to give false signals.

    Risk Management: Outliers can lead to overly aggressive trading decisions if not properly accounted for. Ignoring outliers might result in unexpected losses or missed opportunities to adjust trading strategies.

  2. Different Scales: Trading data often includes multiple indicators with varying units and scales. For example, prices are typically in dollars, volume in units traded, and oscillators have their own scale. Mixing indicators with different scales can complicate analysis:

    Normalization: Indicators on different scales need to be normalized or standardized to ensure they contribute equally to the analysis. Failure to do so can lead to one indicator dominating the analysis due to its larger magnitude.

    Comparability: Without normalization, it's challenging to directly compare the significance of indicators. Some indicators might have a larger numerical range and could overshadow others.

  3. Unequal Variance: Unequal variance in trading data refers to the fact that some indicators might exhibit higher volatility than others. This can impact the interpretation of signals and the performance of trading strategies:

    Volatility Adjustment: When combining indicators with varying volatility, it's essential to adjust for their relative volatilities. Failure to do so might lead to overemphasizing or underestimating the importance of certain indicators in the trading strategy.

    Risk Assessment: Unequal variance can impact risk assessment. Indicators with higher volatility might lead to riskier trading decisions if not properly taken into account.

 APPLICATION OF THIS INDICATOR

This indicator can be used in 2 ways:

1) Make a directional trade:

  • If a trader thinks price will go higher or lower and price is within a cluster zone, The trader can take a position and place a stop on the 1 sd band around the cluster. As one can see below, the trader can go long the green arrow and place a stop on the one standard deviation mark for that cluster below it at the red arrow. using this we can calculate a risk to reward ratio.

  • Calculating risk to reward: targeting a risk reward ratio of 2:1, the trader could clearly make that given that the next resistance area above that in the orange cluster exceeds this risk reward ratio.

Image 1

2) Take a reversal Trade:

  • We can use cluster centers (support and resistance levels) to go in the opposite direction that price is currently moving in hopes of price forming a pivot and reversing off this level.
  • Similar to the directional trade, we can use the standard deviation of the cluster to place a stop just in case we are wrong.
  • In this example below we can see that shorting on the red arrow and placing a stop at the one standard deviation above this cluster would give us a profitable trade with minimal risk.
  • Using the cluster density table in the upper right informs the trader just how dense the cluster is. Higher density clusters will give a higher likelihood of a pivot forming at these levels and price being rejected and switching direction with a larger move.

Image 2

 FEATURES & SETTINGS

General Settings:

  • Number of clusters: The user can select from 3 to five clusters. A good rule of thumb is that if you are trading intraday, less is more (Think 3 rather than 5). For daily 4 to 5 clusters is good.

  • Cluster Method: To get around the outlier limitation of k means clustering, The median was added. This gives the user the ability to choose either k means or k median clustering. K means is the preferred method if the user things there are no large outliers, and if there appears to be large outliers or it is assumed there are then K medians is preferred.

  • Bars back To train on: This will be the amount of bars to include in the clustering. This number is important so that the user includes bars that are recent but not so far back that they are out of the scope of where price can be. For example the last 2 years we have been in a range on the sp500 so 505 days in this setting would be more relevant than say looking back 5 years ago because price would have to move far to get there.

  • Show SD Bands: Select this to show the 1 standard deviation bands around the support and resistance level or unselect this to just show the support and resistance level by itself.
  • Show Panel: Display panel to show infor of zones.


Features:

Besides the support and resistance levels and standard deviation bands, this indicator gives a table in the upper right hand corner to show the density of each cluster (support and resistance level) and is color coded to the cluster line on the chart. Higher density clusters mean price has been there previously more than lower density clusters and could mean a higher likelihood of a reversal when price reaches these areas.


 WORKS CITED


  1. Victor Sim, "Using K-means Clustering to Create Support and Resistance", 2020, towardsdatascience.c...sistance-b13fdeeba12
  2. Chris Piech, "K means", stanford.edu/~cpiech...handouts/kmeans.html



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Size mükemmel bir teknik gösterge olan Grabber’ı tanıtıyorum. Bu araç, kullanıma hazır bir “her şey dahil” işlem stratejisi olarak çalışır. Tek bir yazılım kodu içinde güçlü piyasa teknik analiz araçları, işlem sinyalleri (oklar), uyarı işlevleri ve push bildirimleri entegre edilmiştir. Bu göstergeyi satın alan herkes aşağıdaki hediyeleri ücretsiz olarak alır: Açık emirleri otomatik yönetmek için Grabber Yardımcı Aracı Kurulum, yapılandırma ve nasıl işlem yapılacağını adım adım anlatan video kıl
Algo Pumping MT4
Ihor Otkydach
5 (4)
PUMPING STATION – Kişisel “her şey dahil” stratejiniz Karşınızda PUMPING STATION — forex dünyasında işlem yapma şeklinizi heyecan verici ve etkili bir sürece dönüştürecek devrim niteliğinde bir gösterge. Bu sadece bir yardımcı değil, güçlü algoritmalarla donatılmış tam teşekküllü bir ticaret sistemidir ve daha istikrarlı işlem yapmanıza yardımcı olur. Bu ürünü satın aldığınızda ŞUNLARI ÜCRETSİZ olarak alırsınız: Özel ayar dosyaları: Otomatik kurulum ve maksimum performans için. Adım adım video e
Trend Screener
STE S.S.COMPANY
4.78 (93)
Trend Göstergesi, Trend Alım Satım ve Filtreleme için Çığır Açan Benzersiz Çözüm, Tüm Önemli Trend Özellikleriyle Tek Bir Araç İçinde Yerleştirildi! Forex, emtialar, kripto para birimleri, endeksler ve hisse senetleri gibi tüm sembollerde/araçlarda kullanılabilen %100 yeniden boyamayan çoklu zaman çerçevesi ve Çoklu para birimi göstergesidir. SINIRLI SÜRELİ TEKLİF: Destek ve Direnç Tarama Göstergesi sadece 50$ ve ömür boyu mevcuttur. (Orijinal fiyat 250$) (teklif uzatıldı) Trend Screener, grafik
Easy Breakout
Mohamed Hassan
5 (10)
After your purchase, feel free to contact me for more details on how to receive a bonus indicator called VFI, which pairs perfectly with Easy Breakout for enhanced confluence!   Easy Breakout is a powerful price action trading system built on one of the most popular and widely trusted strategies among traders: the Breakout strategy ! This indicator delivers crystal-clear Buy and Sell signals based on breakouts from key support and resistance zones. Unlike typical breakout indicators, it levera
Enigmera
Ivan Stefanov
5 (7)
ENIGMERA: Pazarın Kalbi Önemli: MQL5.com demosu Strategy Tester'da çalışır ve Enigmera'nın tüm işlevlerini tam olarak yansıtmayabilir. Daha fazla bilgi için açıklamayı, ekran görüntülerini ve videoyu kontrol edin. Herhangi bir sorunuz varsa, bana mesaj göndermekten çekinmeyin! Göstergenin kodu tamamen yeniden yazılmıştır. 3.0 sürümü, yeni işlevler ekler ve göstergenin başlangıcından bu yana biriken hataları giderir. Giriş Bu gösterge ve ticaret sistemi, finansal piyasalara dikkat çekici bir ya
Golden Trend Indicator
Noha Mohamed Fathy Younes Badr
4.9 (10)
Golden Trend indicator  is The best indicator for predicting trend movement this indicator never lags and never repaints and never back paints    and give  arrow buy and sell    before the candle appear  and it will help you and  will make your trading decisions clearer its work on all currencies and  gold and crypto and all time frame This unique  indicator uses very secret algorithms to catch the  trends, so you can trade using this indicator and see the trend clear on charts  manual guide and
TPSproTREND PrO
Roman Podpora
4.68 (25)
VERSION MT5        —        ИНСТРУКЦИЯ RUS           —        INSTRUCTIONS  ENG Ana işlevler: VERME OLMADAN doğru giriş sinyalleri! Bir sinyal belirirse, alakalı kalır! Bu, bir sinyal sağlayıp daha sonra onu değiştirebilen ve mevduatta fon kaybına yol açabilen yeniden çekme göstergelerinden önemli bir farktır. Artık pazara daha büyük bir olasılık ve doğrulukla girebilirsiniz. Ayrıca, ok göründükten sonra hedefe ulaşılıncaya kadar (kar al) veya bir geri dönüş sinyali görünene kadar mumları renkl
Lux Trend
Mohamed Hassan
5 (3)
After purchase, please contact me to get your trading tips + more information for a great bonus!   Lux Trend is a professional strategy based on using Higher Highs and Lower Highs to identify and draw Trendline Breakouts! Lux Trend  utilizes two Moving Averages to confirm the overall trend direction before scanning the market for high-quality breakout opportunities, ensuring more accurate and reliable trade signals. This is a proven trading system used by real traders worldwide, demonstrating
Volume Break Oscillator, fiyat hareketini osilatör biçiminde hacim trendleriyle eşleştiren bir göstergedir. Stratejilerime hacim analizini entegre etmek istedim ancak OBV, Money Flow Index, A/D ve ayrıca Volume Weighted Macd ve diğerleri gibi çoğu hacim göstergesinden her zaman hayal kırıklığına uğradım. Bu nedenle bu göstergeyi kendim için yazdım, ne kadar kullanışlı olduğundan memnunum ve bu nedenle piyasada yayınlamaya karar verdim. Başlıca özellikleri: Fiyatın hacimlerdeki bir artış (kır
Volatility Trend System - girişler için sinyaller veren bir ticaret sistemi. Oynaklık sistemi, trend yönünde doğrusal ve noktasal sinyaller ve ayrıca yeniden çizme ve gecikme olmaksızın trendden çıkmak için sinyaller verir. Trend göstergesi, orta vadeli trendin yönünü izler, yönünü ve değişimini gösterir. Sinyal göstergesi volatilitedeki değişikliklere dayalıdır ve piyasa girişlerini gösterir. Gösterge, çeşitli uyarı türleri ile donatılmıştır. Çeşitli alım satım araçlarına ve zaman dilimlerine
Gold Venamax MT4
Sergei Linskii
2 (1)
Gold Venamax   - bu en iyi hisse senedi teknik göstergesidir. Gösterge algoritması bir varlığın fiyat hareketini analiz eder ve oynaklığı ve potansiyel giriş bölgelerini yansıtır. Gösterge özellikleri: Bu, rahat ve karlı ticaret için Magic ve iki Blok trend oku içeren süper bir göstergedir. Grafikte blokları değiştirmek için Kırmızı Düğme görüntülenir. Magic, gösterge ayarlarında ayarlanır, böylece göstergeyi farklı Blokları görüntüleyen iki grafiğe yükleyebilirsiniz. Gold Venamax farklı ok tam
FX Power MT4 NG
Daniel Stein
4.94 (18)
FX Power: Daha Akıllı Ticaret Kararları için Para Birimlerinin Gücünü Analiz Edin Genel Bakış FX Power , her piyasa koşulunda başlıca para birimlerinin ve altının gerçek gücünü anlamak için vazgeçilmez bir araçtır. Güçlü para birimlerini alıp zayıf olanları satarak, FX Power ticaret kararlarınızı basitleştirir ve yüksek olasılıklı fırsatları ortaya çıkarır. İster trendlere sadık kalın ister Delta'nın aşırı değerlerini kullanarak tersine dönüşleri öngörün, bu araç ticaret tarzınıza mükemmel bir
GOLD Impulse with Alert
Bernhard Schweigert
4.6 (10)
Bu gösterge, 2 ürünümüz Advanced Currency IMPULSE with ALERT  +   Currency Strength Exotics  'in süper bir kombinasyonudur. Tüm zaman dilimleri için çalışır ve 8 ana para birimi artı bir Sembol için grafiksel olarak güç veya zayıflık dürtüsünü gösterir! Bu Gösterge, Altın, Egzotik Çiftler, Emtialar, Endeksler veya Vadeli İşlemler gibi herhangi bir sembol için para birimi gücü ivmesini göstermek için uzmanlaşmıştır. Türünün ilk örneğidir, Altın, Gümüş, Petrol, DAX, US30, MXN, TRY, CNH vb. içi
FX Volume
Daniel Stein
4.6 (35)
FX Volume: Bir Broker’ın Perspektifinden Gerçek Piyasa Duyarlılığını Deneyimleyin Kısa Özet Trading yaklaşımınızı bir adım öteye taşımak ister misiniz? FX Volume , perakende traderlar ile brokerların nasıl konumlandığını gerçek zamanlı olarak sunar—COT gibi gecikmeli raporlardan çok daha önce. İster istikrarlı kazançları hedefliyor olun, ister piyasada daha güçlü bir avantaj arayın, FX Volume önemli dengesizlikleri belirlemenize, kırılmaları (breakout) doğrulamanıza ve risk yönetiminizi iyileş
"Chart Patterns All in One" ürününü demo modunda deneyin ve bonus kazanın. Demo modunda denedikten sonra bana mesaj göndererek bonusunuzu alın. Satın aldıktan sonra yorum bırakın, bonus olarak 8 yüksek kaliteli gösterge alın. Chart Patterns All-in-One göstergesi, traderların teknik analizde yaygın olarak kullanılan çeşitli grafik desenlerini görselleştirmelerine yardımcı olur. Bu gösterge, potansiyel piyasa hareketlerini belirlemeye yardımcı olur ancak kârlılığı garanti etmez. Satın almadan önc
[ MT5 Version ]  [ Kill Zones ]  [ SMT Divergences ] How to trade using Order Blocks:  Click here User Interface Performance:  During testing in the strategy tester, the UI may experience lag. Rest assured, this issue is specific to the testing environment and does not affect the indicator's performance in live trading. Elevate your trading strategy with the  Order Blocks ICT Multi TF  indicator, a cutting-edge tool designed to enhance your trading decisions through advanced order block analys
Altın Trend   - bu iyi bir hisse senedi teknik göstergesidir. Gösterge algoritması, bir varlığın fiyat hareketini analiz eder ve oynaklığı ve potansiyel giriş bölgelerini yansıtır. En iyi gösterge sinyalleri: - SATIŞ için = kırmızı histogram + kırmızı KISA işaretçi + aynı yönde sarı sinyal oku. - AL için = mavi histogram + mavi UZUN işaretçi + aynı yönde aqua sinyal oku. Göstergenin faydaları: 1. Gösterge yüksek doğrulukta sinyaller üretir. 2. Onaylanmış bir ok sinyali yalnızca trend deği
Dalga Senkronizatörü - Dalga analizinin görsel göstergesi. Mum hareket dizilerini birleştirir ve piyasayla senkronize hareketler üreten yönlü dalga desenleri üretir. Her dalganın başlangıcı bir sinyal okuyla başlar, ayrıca bildirimler de vardır. Gösterge geçmiş tarihlerdeki okları asla yeniden çizmeyecek veya hareket ettirmeyecektir. Mumun kapanışında sinyal okları belirir. Her türlü işlem enstrümanı ve zaman dilimiyle çalışmaya uygundur. Kullanımı ve yapılandırması kolaydır, sadece 2 giriş par
Early reversals made easy A personal implementation of Order Blocks, a simple yet effective position trading strategy. The trader should enter the market or look for trades in the direction of the last order block, if the price range has not been breached in the opposite direction of the breakout. Open blocks are not drawn for clarity. [ Installation Guide | Update Guide | Troubleshooting | FAQ | All Products ] A bullish open block is the first bullish bar after a fresh market low A bearish ope
IX Power MT4
Daniel Stein
4.75 (8)
IX Power: Endeksler, Emtialar, Kripto Paralar ve Forex Piyasaları için İçgörüler Genel Bakış IX Power , endeksler, emtialar, kripto paralar ve forex sembollerinin gücünü analiz etmek için tasarlanmış çok yönlü bir araçtır. FX Power , tüm kullanılabilir döviz çiftlerinin verilerini kullanarak döviz çiftleri için maksimum doğruluk sağlarken, IX Power yalnızca temel sembolün piyasa verilerine odaklanır. Bu, IX Power 'ı forex dışındaki piyasalar için ideal ve daha basit forex analizleri için güven
Candle Probability Scalper Kullanım Kılavuzu Bu gösterge, scalping'i kolay ve %100 sezgisel hale getirir. Candle Probability Scalper , GERÇEK ZAMANLI olarak mevcut mum üzerinde alıcıların ve satıcıların güç yüzdelerini bir bakışta gösterir. Yüzdeler her tikte güncellenir, bu sayede alıcı ve satıcıların çoğunluğunun ne yaptığını saniye saniye gecikme olmadan bilirsiniz. Bu, her bir tarafın gücünü belirlemenize veya doğrulamanıza ve dolayısıyla fiyatın olası yönünü tahmin etmenize büyük ölçüde ya
ŞU ANDA %31 INDIRIMLI !!! Yeni Başlayanlar veya Uzman Tüccarlar için En İyi Çözüm! Bu gösterge benzersiz, yüksek kaliteli ve uygun fiyatlı bir ticaret aracıdır çünkü bir dizi tescilli özellik ve gizli bir formül ekledik. Yalnızca BİR grafikle 28 döviz çiftinin tümü için Uyarılar verir. Yeni bir trendin veya scalping fırsatının tam tetik noktasını belirleyebildiğiniz için ticaretinizin nasıl gelişeceğini hayal edin! Yeni temel algoritmalar üzerine inşa edilen bu sistem, potansiyel işlemlerin
KT Asian Breakout Indicator
KEENBASE SOFTWARE SOLUTIONS
KT Asian Breakout göstergesi, Asya seansının kritik bir bölümünü analiz ederek fiyatın kırılma yönüne göre çift yönlü alım ve satım sinyalleri üretir. Fiyat seansın en yüksek seviyesini kırarsa alım sinyali oluşur, en düşük seviyesini kırarsa satış sinyali oluşur. Dikkat Edilmesi Gerekenler Eğer seans kutusu dikey olarak çok genişse, yeni bir işlemden kaçınılmalıdır çünkü fiyat hareketlerinin büyük bir kısmı zaten bu kutu içinde gerçekleşmiştir. Eğer kırılma mumu çok büyükse, fiyat genellikle s
Yazarın diğer ürünleri
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:
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
The Bheurekso Pattern Indicator for MT5 helps traders automatically identify candlestick pattern that formed on the chart base on some japanese candle pattern and other indicator to improve accurate. This indicator scans all candles, recognizes and then displays any candle patterns formed on the chart. The candle displayed can be Bullish or Bearish Engulfing, Bullish or Bearish Harami, and so on. There are some free version now but almost that is repaint and lack off alert function. With this ve
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
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 (
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
FREE
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 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
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
FREE
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
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 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
ICT Concepts
Minh Truong Pham
5 (2)
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 point. T
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 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
Introduction One of the patterns in "RTM" is the "QM" pattern, also known as "Quasimodo". Its name is derived from the appearance of "Hunchback of Notre-Dame" from Victor Hugo's novel. It is a type of "Head and Shoulders" pattern.   Formation Method   Upward Trend In an upward trend, the left shoulder is formed, and the price creates a new peak higher than the left shoulder peak . After a decline, it manages to break the previous low and move upward again. We expect the price to
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 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
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
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
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 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
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