EMA Trend TakipCreates a trend following indicator using EMA (Exponential Moving Average). It also highlights the position of the price relative to the EMA and adds visual elements according to the trend direction.
This code performs the following functions:
EMA Calculation: Calculates the EMA with the period specified by the user.
Trend Determination: Determines the trend direction according to whether the price is above or below the EMA.
Visual Elements:
Draws the EMA line and colors it according to the position of the price relative to the EMA.
Adds a label next to the EMA line and moves this label to the left or right as specified by the user.
Colors the background according to the trend direction (green or red).
אינדיקטורים ואסטרטגיות
Rsi & Ema Optimization Buy-Sell Signal Cuneyt UgurThis indicator is a beta version indicator that aims to generate trading signals by optimizing the RSI (Relative Strength Index) and EMA (Exponential Moving Average) indicators.
Short and long exponential moving averages catch the breaks by following the trends of the bottom and top values of price movements in a certain period, cleared of contradictions. In addition, for RSI, it optimizes the bottom and top points of the RSI and creates buy and sell signals where there are parallels with the price breakdowns.
Recommendation for use: It is recommended to use it for at least 1 hour.d: At least 1 hour.
Premium structure - Higher High / Lower low - CZ INDICATORSThe best indicator on the Higher High - Lower low system.
This script identifies Orderblocks, Breakerblocks and Range using higher order pivots and priceaction logic.
I tried to reduce the number of blocks to make the chart cleaner, for this purpose I use only second order pivots for both MSB lines and supply/demand boxes, I also tried to filter out shifts in MS and false breakouts.
Green arrows show our lows, red arrows show our highs. This is done in order to clearly and clearly understand the current trend.
Also added order block, and breaker block.
Any box has GRAY color until it gets tested.
After successful test box gets colors:
RED for Supply
GREEN for Demand
BLUE for any Breakerblocks
For cleaner chart and script speed all broken boxes deletes from chart.
It gives comparatively clean chart on any TF, even on extra small (5m, 3m, 1m).
Лучший индикатор по системе Higher High - Lower Low.
Этот скрипт определяет ордерные блоки, брейкерные блоки и диапазоны, используя развороты высшего порядка и логику ценовых действий.
Я попытался уменьшить количество блоков, чтобы сделать график чище, для этого я использую только развороты второго порядка для линий MSB и блоков спроса/предложения, я также попытался отфильтровать сдвиги в MS и ложные прорывы.
Зеленые стрелки показывают наши минимумы, красные - максимумы. Это сделано для того, чтобы четко и ясно понимать текущий тренд.
Также добавлен блок ордеров и блок пробоев.
Любой блок имеет серый цвет до тех пор, пока он не будет протестирован.
После успешного тестирования блок приобретает цвет:
КРАСНЫЙ для предложения (медвежий ордер блок)
ЗЕЛЕНЫЙ для спроса (бычий ордер блок)
СИНИЙ для брейкерблока.
Для более чистого графика и скорости работы скрипта все сломанные блоки удаляются с графика.
Это дает сравнительно чистый график на любом ТФ, даже на сверхмалых (5м, 3м, 1м).
SuperTrend AI with RSI, EMA & Dynamic S/REdited SuperTrend AI gives a signal when macd, Rsi, EMA 50 are at same direction
Fibonacci-Only Strategi V2# Fibonacci-Only Strategy V2
A sophisticated trading strategy that combines Fibonacci retracement levels with advanced pattern recognition and statistical confirmation.
## Key Features:
- Uses 19% and 82.56% Fibonacci retracement levels for trade signals
- Implements pattern matching algorithm to identify high-probability setups
- Incorporates statistical analysis for confirmation
## How to Read the Signals:
- Green Arrow Up: Strong long entry signal
- Red Arrow Down: Strong short entry signal
- Green Background: Long condition triggered
- Red Background: Short condition triggered
- Status Panel: Shows current Fibonacci, Pattern, and Statistical conditions
- Circle Markers: Indicate Fibonacci touch signals
- X-Cross Markers: Indicate Fibonacci break signals
- Text Labels: Display detailed signal information including pattern similarity percentage
This strategy is designed for traders who appreciate the powerful simplicity of Fibonacci levels enhanced by statistical validation and historical pattern recognition. The customizable parameters allow for fine-tuning across different timeframes and markets.
Perfect for both trend-following and reversal trading scenarios, providing clear entry and exit rules combined with dynamic risk management.
Bayesian TrendEnglish Description (primary)
1. Overview
This script implements a Naive Bayesian classifier to estimate the probability of an upcoming bullish, bearish, or neutral move. It combines multiple indicators—RSI, MACD histogram, EMA price difference in ATR units, ATR level vs. its average, and Volume vs. its average—to calculate likelihoods for each market direction. Each indicator is “binned” (categorized into discrete zones) and assigned conditional probabilities for bullish/bearish/neutral scenarios. The script then normalizes these probabilities and paints bars in green if bullish is most likely, red if bearish is most likely, or blue if neutral is most likely. A small table is also displayed in the top-right corner of the chart, showing real-time probabilities.
2. How it works
Indicator Calculations: The script calculates RSI, MACD (line and histogram), EMA, ATR, and Volume metrics.
Binning: Each metric is converted into a discrete category (e.g., low, medium, high). For example, RSI < 30 is binned as “low,” while RSI > 70 is binned as “high.”
Conditional Probabilities: User-defined tables specify the conditional probabilities of each bin under three hypotheses (Up, Down, Neutral).
Naive Bayesian Formula: The script multiplies the relevant conditional probabilities, normalizes them, and derives the final probabilities (Up, Down, or Neutral).
Visualization:
Bar Colors: Bars are green when the Up probability exceeds 50%, red for Down, and blue otherwise.
Table: Displays numeric probabilities of Up, Down, and Neutral in percentage terms.
3. How to use it
Add the script to your chart.
Observe the colored bars:
Green suggests a higher probability for bullish movement.
Red suggests a higher probability for bearish movement.
Blue indicates a higher probability of sideways or uncertain conditions.
Check the table in the top-right corner to see exact probabilities (Up/Down/Neutral).
Use the input settings to adjust thresholds (RSI, MACD, Volume, etc.), define alert conditions (e.g., when Up probability crosses 50%), and decide whether to trigger alerts on bar close or in real-time.
4. Originality and usefulness
Originality: This script uniquely applies a Naive Bayesian approach to a blend of classic and volume-based indicators. It demonstrates how different indicator “zones” can be combined to produce probabilistic insights.
Usefulness: Traders can interpret the probability breakdown to gauge the script’s bias. Unlike single indicators, this approach synthesizes several signals, potentially offering a more holistic perspective on market conditions.
5. Limitations
The conditional probabilities are manually assigned and may not reflect actual market behavior across all instruments or timeframes.
Results depend on the user’s choice of thresholds and indicator settings.
Like any indicator, past performance does not guarantee future results. Always confirm signals with additional analysis.
6. Disclaimer
This script is intended for educational and informational purposes only. It does not constitute financial advice. Trading involves significant risk, and you should make decisions based on your own analysis. Neither the script’s author nor TradingView is liable for any financial losses.
Русское описание (Russian translation, optional)
Этот индикатор реализует наивный Байесовский классификатор для оценки вероятности предстоящего роста (Up), падения (Down) или бокового движения (Neutral). Он комбинирует несколько индикаторов—RSI, гистограмму MACD, разницу цены и EMA в единицах ATR, уровень ATR относительно своего среднего значения и объём относительно своего среднего—чтобы вычислить вероятности для каждого направления рынка. Каждый индикатор делится на «зоны» (low, mid, high), которым приписаны условные вероятности для бычьего/медвежьего/нейтрального исхода. Скрипт нормирует эти вероятности и раскрашивает бары в зелёный, красный или синий цвет в зависимости от того, какая вероятность выше. Также в правом верхнем углу отображается таблица с текущими значениями вероятностей.
PriorHourRangeLevels_v0.1PriorHourRangeLevels_v0.1
Created by dc_77 | © 2025 | Mozilla Public License 2.0
Overview
"PriorHourRangeLevels_v0.1" is a versatile Pine Script™ indicator designed to help traders visualize and analyze price levels based on the prior hour’s range. It overlays key levels—High, Low, 75%, 50% (EQ), and 25%—from the previous hour onto the current price chart, alongside the current hour’s opening price. With customizable display options and time zone support, it’s ideal for intraday traders looking to identify support, resistance, and breakout zones.
How It Works
Hourly Reset: The indicator detects the start of each hour based on your chosen time zone (e.g., "America/New_York" by default).
Prior Hour Range: It calculates the High and Low of the previous hour, then derives three additional levels:
75%: 75% of the range above the Low.
EQ (50%): The midpoint of the range.
25%: 25% of the range above the Low.
Current Hour Open: Displays the opening price of the current hour.
Projection: Lines extend forward (default: 24 bars) to project these levels into the future, aiding in real-time analysis.
Alerts: Triggers alerts when the price crosses any of the prior hour’s levels (High, 75%, EQ, 25%, Low).
Key Features
Time Zone Flexibility: Choose from options like UTC, New York, Tokyo, or London to align with your trading session.
Visual Customization:
Toggle visibility for each level (High, Low, 75%, EQ, 25%, Open, and Anchor).
Adjust line styles (Solid, Dashed, Dotted), colors, and widths.
Show or hide labels with adjustable sizes (Tiny, Small, Normal, Large).
Anchor Line: A vertical line marks the start of the prior hour, with optional labeling.
Alert Conditions: Set up notifications for price crossings to catch key moments without watching the chart.
Usage Tips
Use the High and Low as potential breakout levels, while 75%, EQ, and 25% act as intermediate support/resistance zones.
Trend Confirmation: Watch how price interacts with the EQ (50%) level to gauge momentum.
Session Planning: Adjust the time zone to match your market (e.g., "Europe/London" for FTSE trading).
Projection Offset: Extend or shorten the lines (via "Projection Offset") based on your chart timeframe.
Inputs
Time Zone: Select your preferred market time zone.
Anchor Settings: Show/hide the prior hour start line, style, color, width, and label.
Level Settings: Customize visibility, style, color, width, and labels for Open, High, 75%, EQ, 25%, and Low.
Display: Set projection length and label size.
Feedback welcome—happy trading!
Ultimator's RSI Smoother 3.0This indicator uses two RSI timeframes that are smoothed out by applying a SMA to the RSI lines. It's goal is to pinpoint optimal bottoms and tops on a general basis for all timeframes by marking them on the smoothed RSI lines as different colored dots for visual effect.
When the conditions are met at a low RSI for both lines, it creates a dot on the upper line to indicate a possible bottom.
When the conditions are met at high RSI for both lines, it creates a dot on the lower line to indicate a possible top.
This indicator is meant for any timeframe, and the RSI lengths as well as smoothing lengths are opened as user inputs to allows users to fine tune the conditions to their needs.
FVG imbalance zone - CZ INDICATORSAn imbalance is a situation that has arisen as a result of an excess of buy or sell orders, which has created a gap.
Market makers have a certain reserve of the asset, which is kept in the reserve. And when the gap needs to be closed, he adds liquidity to the asset, thereby closing it so that trading continues at a fair price.
What it looks like:
Basically, an imbalance zone is an un-wickered area of an impulse (or not) candle, where the price seeks to close the zone further pullback into it at the 50% level.
That is, you can mark the zone from wick to wick with a regular rectangle and the point in the middle will be just 50% of the zone, from which a reversal is possible. Or you can use fibo on this principle, and the reversal will be the zone of 0.5.
You should not consider this zone as something magical and blindly enter the deal. It is desirable to observe the formation of any patterns near it and make a decision based on the price behavior.
Imbalance on the stock market can occur when important news is released, profit or loss report, buyout of one company by another, information leakage, etc... Crypto market itself is volatile, so the gap between high and low is a frequent guest there, although no one canceled conspiracies and insider information.
Usually imbalance is closed within a few minutes or hours, depending on which TF you trade on. In rare cases it can take several trading sessions.
Имбаланс (imbalance) – это ситуация, которая возникла в результате избытка ордеров на покупку или продажу, благодаря чему образовался гэп.
У маркетмейкеров есть определенный запас актива, который хранится в резерве. И когда нужно закрыть гэп, он добавляет ликвидность в актив, тем самым закрывая его, чтобы торговля продолжалась по справедливой цене.
Как выглядит:
По сути, зона имбаланса – это не задетая фитилями область импульсной (или нет) свечи, гдец ена стремиться закрыть эту зону дальнейшем откатом в нее на уровень 50%.
То есть можно отметить зону от фителя до фителя с помощью обычного прямогугольника и точки в середине будет как раз 50% зоны, от куда возможен разворот. Либо использовать фибо по такому принципу, а разворот будет зона 0,5.
Не стоит рассматривать эту зону как что-то магическое и слепо входить в сделку. Желательно понаблюдать за формированием каких-либо паттернов возле неё и на основе поведения цены принимать решение.
Имбаланс на фондовом рынке может возникать при выходе важных новостей, отчете о прибыли или убытке, выкупе одной компании другой, утечки информации и тп… Крипторынок сам по себе волатильный, поэтому разрыв между хаем и лоу там частый гость, хотя никто не отменял заговоры и инсайдерскую информацию.
Обычно имбаланс закрывается в течении нескольких минут или часов, смотря на каком ТФ вы торгуете. В редких случаях это может занимать несколько торговых сессий.
Settings
You can adjust the color, bear imbalance can be colored red, bullish imbalance can be colored green. For convenience.
You can also customize what amount on the history will be shown.
Вы можете настроить цвет, медвежий имбаланс может быть окрашен в красный цвет, бычий имбаланс может быть окрашен в зеленый. Для удобства.
Вы также можете настроить, какое количество на истории будет отображаться.
RSI premium trend - CZ INDICATORSThe indicator draws swings on candlesticks based on price action and RSI.
You can also see in the labels whether the current swing is higher or lower relative to the previous swing.
Ideal for working together with premium structure
HH stands for Higher High
LL stands for Lower Low
LH stands for Lower High
HL stands for Higher High
You can learn the designations of these phrases in our Telegram channel - t.me/cz_indicators
Индикатор рисует свинги на свечах, основываясь на ценовом действии и RSI.
Также в метках можно увидеть, выше или ниже текущий свинг по отношению к предыдущему.
Идеальный вариант для совместной работы с
HH означает Higher High
LL означает Lower Low
LH означает Lower High
HL означает Higher High
PSP - Swing Point - Daye Quarterly Theory - 2 AssetsFollow me on Twitter @Crypto_MM_
This indicator detects divergences in candles across two closely related assets. For example, when NQ closes bullish and ES closes bearish these candles are coloured Orange. The colour can be changed in the settings.
In addition there is swing point detection. However, instead of displaying all of the swing points that occur, this indicator will only label those which occur on candles which show a divergence between two closely related assets.
These have been named Precision Swing Points, or PSPs, by Trader Daye and are a key part of his teaching on Quarterly Theory.
This works across all timeframes.
I am also planning to release two other verions:
- One which detects PSPs between 3 assets
- Another which detects PSPs that occur when assets 1 and 2 (NQ and ES, for example) diverge vs asset 3 (for example, YM). If NQ and ES both close bullish, but YM closes bearish, this will be labeled
Other indicators which are show on the chart below and are highly recommended for Quarterly Theory:
Quarterly Theory Smart Money Assistant - - by x.com
Triad QT Beta - - by @darkmiki2
Daye Quarterly Theory by toodegrees - - by toodegrees
ICT NWOG/NDOG - - by Fadi
ES 5m Chart vs NQ (above)
Notes:
- I recommend adding this script to both assets as one may be a swing point and the other not
- Candles which closes the same as what they open at are considered bullish
MTF Sentiment ProMTF Sentiment Pro - Advanced Multi-Timeframe Analysis
Purpose & Methodology
MTF Sentiment Pro provides traders with comprehensive market sentiment analysis across multiple timeframes. This indicator's unique innovation is its weighted scoring system that evaluates both technical indicators and volume metrics to determine market sentiment across customizable timeframes.
Unlike simple indicator overlays or basic multi-timeframe tools, this indicator:
1. Calculates sentiment using a proprietary weighted formula across 7 different timeframes
2. Incorporates volume confirmation to validate price movements (a critical element often overlooked)
3. Provides clear visualization of sentiment alignment between lower and higher timeframes
4. Uses majority-rule algorithms for overall sentiment determination (2/3 rule for LTF, 3/4 rule for HTF)
Technical Components & Integration
Each timeframe's sentiment score is derived from a combination of:
- **EMA**: Evaluates trend direction and price position relative to moving average
- **RSI**: Measures momentum with sensitivity to the 50-level for trend determination
- **MACD**: Assesses trend strength and momentum through histogram analysis
- **Bollinger Bands**: Determines price volatility and position relative to the mean
- **VWAP**: Provides volume-adjusted price reference
- **OBV**: Confirms price moves with cumulative volume analysis
What makes this combination powerful is how these components are integrated:
- Each indicator contributes a weighted value to the overall sentiment score
- User-definable weights allow customization based on strategy preferences
- Volume confirmation adds a critical dimension beyond basic price-only indicators
- Multi-timeframe analysis helps identify alignment/divergence across time horizons
Trading Applications & Limitations
This indicator works best for:
- Trend confirmation across multiple timeframes
- Identifying potential reversal zones where LTF and HTF sentiments diverge
- Entry/exit timing when paired with your primary strategy rules
- Market structure analysis across different time horizons
Note: While this indicator provides comprehensive sentiment analysis, it should be used as part of a complete trading strategy with proper risk management. No indicator can predict market movements with certainty.
Usage Instructions
1. Select appropriate timeframes for your trading style or use one of the included presets
2. Adjust indicator weights to match your analytical preferences
3. Look for timeframe alignment/divergence to identify potential opportunities
4. Use the overall LTF and HTF sentiment readings for broader market context
This indicator was developed to solve the challenge of efficiently analyzing sentiment across multiple timeframes while incorporating volume confirmation - something that would otherwise require multiple indicators and manual correlation.
Acceleration Bands HTF
This version gives you the ability to see the indicator from the HIGHER timeframes when you are on the timeframes. Please note that this is not the original formula, but a factored one that I found effective for identifying market trends. Thanks to @capissimo who provided the base open-code.
Acceleration Bands are designed to capture potential price breakouts or reversals in an asset. They are calculated based on a stock's price movements over a specified period, typically using the high, low, and closing prices. The idea is to identify moments when the price is accelerating (hence the name) beyond its normal range, which might indicate the beginning of a new trend.
Calculation
Acceleration Bands consist of three lines:
Upper Band (AB Upper): This is calculated by adding a certain percentage of the simple moving average (SMA) to the highest high over a given period.
Middle Band: This is typically the SMA of the stock's price.
Lower Band (AB Lower): This is calculated by subtracting the same percentage of the SMA from the lowest low over a given period.
Mathematically :
AB Upper = SMA + (Highest High * Percentage)
AB Lower = SMA - (Lowest Low * Percentage)
OR
Upper Band = SMA x (1 + (High - Low) / SMA)
Lower Band = SMA x (1 - (High - Low) / SMA)
Interpretation
The bands are used to identify periods when the price of a security is accelerating or decelerating:
Breakout Above Upper Band: This is usually considered a bullish signal, suggesting that the price is accelerating upwards and a new uptrend may be starting.
Breakdown Below Lower Band: This is usually considered a bearish signal, suggesting that the price is accelerating downwards and a new downtrend may be starting.
Reversal Between Bands: When the price re-enters the region between the bands after breaking out, it can be seen as a potential reversal signal.
Trading Strategy
Entry Signals:
Buy when the price breaks above the upper band.
Sell or short when the price breaks below the lower band.
Exit Signals:
Close a long position when the price falls back into the area between the bands.
Close a short position when the price rises back into the area between the bands.
Advantages
Helps capture early trends.
Can be used across various time frames and assets.
Provides clear entry and exit signals.
SuperTrend Machine - CZ INDICATORS🤖 SuperTrend Machine CZ INDICATORS - Take Your Trading to the Next Level! ✨
Introducing the SuperTrend Machine, an advanced trading indicator designed to adapt to market volatility dynamically using machine learning techniques. This indicator employs k-means clustering to categorize market volatility into high, medium, and low levels, enhancing the traditional SuperTrend strategy. Perfect for traders who want an edge in identifying trend shifts and market conditions.
What is K-Means Clustering and How It Works
K-means clustering is a machine learning algorithm that partitions data into distinct groups based on similarity. In this indicator, the algorithm analyzes ATR (Average True Range) values to classify volatility into three clusters: high, medium, and low. The algorithm iterates to optimize the centroids of these clusters, ensuring accurate volatility classification.
Key Features
🎨 Customizable Appearance: Adjust colors for bullish and bearish trends.
🔧 Flexible Settings: Configure ATR length, SuperTrend factor, and initial volatility guesses.
📊 Volatility Classification: Uses k-means clustering to adapt to market conditions.
📈 Dynamic SuperTrend Calculation: Applies the classified volatility level to the SuperTrend calculation.
🔔 Alerts: Set alerts for trend shifts and volatility changes.
📋 Data Table Display: View cluster details and current volatility on the chart.How It Works
How It Works
The indicator begins by calculating the ATR values over a specified training period to assess market volatility. Initial guesses for high, medium, and low volatility percentiles are inputted. The k-means clustering algorithm then iterates to classify the ATR values into three clusters. This classification helps in determining the appropriate volatility level to apply to the SuperTrend calculation. As the market evolves, the indicator dynamically adjusts, providing real-time trend and volatility insights. The indicator also incorporates a data table displaying cluster centroids, sizes, and the current volatility level, aiding traders in making informed decisions.
🤖 SuperTrend Machine CZ INDICATORS - выведите свою торговлю на новый уровень! ✨
Представляем SuperTrend Machine, продвинутый торговый индикатор, разработанный для динамической адаптации к волатильности рынка с помощью методов машинного обучения. Этот индикатор использует кластеризацию k-means для классификации волатильности рынка на высокий, средний и низкий уровни, усиливая традиционную стратегию SuperTrend. Идеально подходит для трейдеров, которые хотят получить преимущество в определении смены тренда и рыночных условий.
Что такое кластеризация K-Means и как она работает
Кластеризация K-Means - это алгоритм машинного обучения, который разделяет данные на отдельные группы на основе сходства. В данном индикаторе алгоритм анализирует значения ATR (Average True Range), чтобы разделить волатильность на три кластера: высокая, средняя и низкая. Алгоритм проводит итерации для оптимизации центроидов этих кластеров, обеспечивая точную классификацию волатильности.
Ключевые особенности
🎨 Настраиваемый внешний вид: Настройте цвета для бычьих и медвежьих трендов.
🔧 Гибкие настройки: Настройте длину ATR, фактор SuperTrend и начальные предположения о волатильности.
📊 Классификация волатильности: Использует кластеризацию k-means для адаптации к рыночным условиям.
📈 Расчет динамического супертренда: Применяет классифицированный уровень волатильности для расчета Супертренда.
🔔 Оповещения: Установка предупреждений о смене тренда и изменении волатильности.
📋 Отображение таблицы данных: Просмотр подробной информации о кластере и текущей волатильности на графике.Как это работает
Как это работает
Индикатор начинает работу с расчета значений ATR за определенный период обучения для оценки волатильности рынка. Вводятся начальные предположения о перцентилях высокой, средней и низкой волатильности. Затем алгоритм кластеризации k-means проводит итерации для классификации значений ATR по трем кластерам. Эта классификация помогает определить подходящий уровень волатильности для расчета SuperTrend. По мере развития рынка индикатор динамически подстраивается, предоставляя в реальном времени информацию о тренде и волатильности. Индикатор также включает в себя таблицу данных, в которой отображаются центроиды кластеров, их размеры и текущий уровень волатильности, что помогает трейдерам принимать обоснованные решения.
AM Range Breakoutprice crossing opening range at 9.45 triggers entry TP at1.2r
no trades after midday, trying to catch the opening push higher or lower, trade all 4 indices to follow the 'overall' price
1 contract allows x 4 at TP or -4 at stop (unless manually adjusted)
Demand/Supply Absorption PatternHey everyone,
I'm publishing this indicator to seek feedback and support from the community.
This indicator is designed to identify, confirm, and send alerts whenever a Demand/Supply absorption pattern appears on the chart.
Core Logic:
Impulse Move – A single candle or a cluster of candles with a strong bullish/bearish move, characterized by a price range and volume significantly exceeding the ATR and average volume. (I've already implemented this logic and highlighted these zones with rectangles.)
Absorption Phase – Following this move, signs of exhaustion in the previous Demand/Supply emerge. These signs can include small-bodied candles like Doji or Inside Bars, combined with low volume, indicating a potential absorption phase.
Breakout Confirmation – Finally, a breakout candle in the opposite direction confirms the reversal after the consolidation phase.
Challenges & Community Support
I've encountered difficulties in fully implementing steps 2 and 3. While detecting strong impulsive moves and sending alerts has already been helpful in tracking potential setups, completing the full pattern requires waiting 3-4 hours (on a 1-hour chart) or even until the next day (on a 4-hour chart). This delay makes it easy to miss potential price movements in real time.
I’d love to get feedback or suggestions from the community to improve this indicator further.
Thanks for your support!
Cheers! 🚀
Ichimoku Scalping Strategy + LEMAIchimoku Scalping Strategy + LEMA
Logistic Map Equation - The logistic map connects fluid convection, neuron firing, the Mandelbrot set and so much more.
This study is an attempt to apply Logistic Map Equation in Trading
Logistic Map Equation
King of all Trades🚀 OBV Quantum Edge - Advanced Volume Analysis Suite 🚀
Hey fellow traders! After months of testing and refinement, I'm thrilled to share my latest creation with the trading community.
📊 What Makes This Indicator Special:
1. Smart Signal Generation:
• Combines On-Balance Volume (OBV) with volume analysis
• Uses RSI for momentum confirmation
• Incorporates EMA trend filtering
• Real-time accuracy tracking
2. Clean & Clear Signals:
• Green arrows: Strong buy opportunities
• Red arrows: Potential sell setups
• No confusing overlays or cluttered charts
• Focus on quality signals over quantity
3. Built-in Safety Features:
• Volume threshold confirmation
• Trend direction validation
• Multiple timeframe compatibility
• Anti-false signal protection
🎯 Best Usage Practices:
• Most effective on 1H, 4H, and Daily timeframes
• Watch for signals that align with the market trend
• Use the accuracy tracker to validate performance
• Perfect for swing trading and position trading
• Great companion to your existing strategy
💡 Pro Tips:
• Stronger signals occur with higher volume confirmation
• Wait for price action confirmation before entry
• Use proper position sizing and risk management
• Great for both crypto and traditional markets
🔍 Technical Details:
• Advanced OBV calculations with MA smoothing
• Dynamic volume filtering
• Trend-following capabilities
• Real-time performance tracking
Remember: While this indicator provides high-quality signals, always combine it with proper risk management and your own analysis. No indicator is perfect, but this tool aims to give you an edge in your trading journey.
Wishing you profitable trades! 📈
Created with passion by Anmol-max-star
Last Updated: 2025-03-02 13:18:45 UTC
P.S. Don't forget to follow for updates and more trading tools! Your feedback and suggestions are always welcome. Happy Trading! 🌟
#VolumeTrading #TechnicalAnalysis #TradingStrategy #SmartTrading
OBV Quantum Edge🚀 OBV Quantum Edge - Advanced Volume Analysis Suite 🚀
Hey fellow traders! After months of testing and refinement, I'm thrilled to share my latest creation with the trading community.
📊 What Makes This Indicator Special:
1. Smart Signal Generation:
• Combines On-Balance Volume (OBV) with volume analysis
• Uses RSI for momentum confirmation
• Incorporates EMA trend filtering
• Real-time accuracy tracking
2. Clean & Clear Signals:
• Green arrows: Strong buy opportunities
• Red arrows: Potential sell setups
• No confusing overlays or cluttered charts
• Focus on quality signals over quantity
3. Built-in Safety Features:
• Volume threshold confirmation
• Trend direction validation
• Multiple timeframe compatibility
• Anti-false signal protection
🎯 Best Usage Practices:
• Most effective on 1H, 4H, and Daily timeframes
• Watch for signals that align with the market trend
• Use the accuracy tracker to validate performance
• Perfect for swing trading and position trading
• Great companion to your existing strategy
💡 Pro Tips:
• Stronger signals occur with higher volume confirmation
• Wait for price action confirmation before entry
• Use proper position sizing and risk management
• Great for both crypto and traditional markets
🔍 Technical Details:
• Advanced OBV calculations with MA smoothing
• Dynamic volume filtering
• Trend-following capabilities
• Real-time performance tracking
Remember: While this indicator provides high-quality signals, always combine it with proper risk management and your own analysis. No indicator is perfect, but this tool aims to give you an edge in your trading journey.
Wishing you profitable trades! 📈
Created with passion by Anmol-max-star
Last Updated: 2025-03-02 13:18:45 UTC
P.S. Don't forget to follow for updates and more trading tools! Your feedback and suggestions are always welcome. Happy Trading! 🌟
#VolumeTrading #TechnicalAnalysis #TradingStrategy #SmartTrading
Autocorrelation Price Forecasting [The Quant Science]Discover how to predict future price movements using autocorrelation and linear regression models to identify potential trading opportunities.
An advanced model to predict future price movements using autocorrelation and linear regression. This script helps identify recurring market cycles and calculates potential gains, with clear visual signals for quick and informed decisions.
Main function
This script leverages an autocorrelation model to estimate the future price of an asset based on historical price relationships. It also integrates linear regression on percentage returns to provide more accurate predictions of price movements.
Insights types
1) Red label on a green candle: Bearish forecast and swing trading opportunity.
2) Red label on a red candle: Bearish forecast and trend-following opportunity.
3) Green label on a red candle: Bullish forecast and swing trading opportunity.
4) Green label on a green candle: Bullish forecast and trend-following opportunity.
IMPORTANT!
The indicator displays a future price forecast. When negative, it estimates a future price drop.
When positive, it estimates a future price increase.
Key Features
Customizable inputs
Analysis Length: number of historical bars used for autocorrelation calculation. Adjustable between 1 and 200.
Forecast Colors: customize colors for bullish and bearish signals.
Visual insights
Labels: hypothetical gains or losses are displayed as labels above or below the bars.
Dynamic coloring: bullish (green) and bearish (red) signals are highlighted directly on the chart.
Forecast line: A continuous line is plotted to represent the estimated future price values.
Practical applications
Short-term Trading: identify repetitive market cycles to anticipate future movements.
Visual Decision-making: colored signals and labels make it easier to visualize potential profit or loss for each trade.
Advanced Customization: adjust the data length and colors to tailor the indicator to your strategies.
Limitations
Prediction price models have some limitations. Trading decisions should be made with caution, considering additional market factors and risk management strategies.
Intraday Strategy with DEMA & VWAPthis indicator work as intraday live market signal provide with buy price, targer and stoploss too.
Sirilak Heikin Ashi + RSI Crossover Strategy (Chart)//@version=5
indicator("Sirilak Heikin Ashi + RSI Crossover Strategy (Chart)", overlay=true)
// Heikin Ashi Calculations
var float haClose = na
var float haOpen = na
var float haHigh = na
var float haLow = na
haClose := (open + high + low + close) / 4
haOpen := na(haOpen ) ? (open + close) / 2 : (haOpen + haClose ) / 2
haHigh := math.max(high, math.max(haOpen, haClose))
haLow := math.min(low, math.min(haOpen, haClose))
// Heikin Ashi Color Logic
isGreen = haClose > haOpen // Green candle
isRed = haClose < haOpen // Red candle
// RSI Calculations
rsiLength = input.int(5, title="RSI Length")
rsiSmaLength = input.int(21, title="RSI SMA Length")
rsiValue = ta.rsi(close, rsiLength)
rsiSma = ta.sma(rsiValue, rsiSmaLength)
// RSI Crossover Logic
rsiCrossAbove = ta.crossover(rsiValue, rsiSma) // RSI crosses above its SMA
rsiCrossBelow = ta.crossunder(rsiValue, rsiSma) // RSI crosses below its SMA
// Buy Signal (Entry) - After Candle Close
buySignal = isGreen and rsiCrossAbove and barstate.isconfirmed
// Buy Exit (Close) - After Candle Close
buyExit = isRed and rsiCrossBelow and barstate.isconfirmed
// Sell Signal (Entry) - After Candle Close
sellSignal = isRed and rsiCrossBelow and barstate.isconfirmed
// Sell Exit (Close) - After Candle Close
sellExit = isGreen and rsiCrossAbove and barstate.isconfirmed
// Plot Heikin Ashi Candles on the Main Chart
candleColor = isGreen ? color.green : color.red
plotcandle(haOpen, haHigh, haLow, haClose, color=candleColor)
// Plot Buy Entry Signal (Green Label Below Candle)
plotshape(series=buySignal, location=location.belowbar, color=color.green, style=shape.labelup, text="BUY", size=size.small, offset=0)
// Plot Buy Exit Signal (Yellow Label Above Candle)
plotshape(series=buyExit, location=location.abovebar, color=color.yellow, style=shape.labeldown, text="BUY EXIT", size=size.small, offset=0)
// Plot Sell Entry Signal (Red Label Above Candle)
plotshape(series=sellSignal, location=location.abovebar, color=color.red, style=shape.labeldown, text="SELL", size=size.small, offset=0)
// Plot Sell Exit Signal (Black Label Below Candle)
plotshape(series=sellExit, location=location.belowbar, color=color.black, style=shape.labelup, text="SELL EXIT", size=size.small, offset=0)
// Alerts (Triggered Only After Candle Close)
if (buySignal)
alert("BUY: Heikin Ashi Green + RSI Cross Above SMA", alert.freq_once_per_bar_close)
if (buyExit)
alert("BUY EXIT: Heikin Ashi Red + RSI Cross Below SMA", alert.freq_once_per_bar_close)
if (sellSignal)
alert("SELL: Heikin Ashi Red + RSI Cross Below SMA", alert.freq_once_per_bar_close)
if (sellExit)
alert("SELL EXIT: Heikin Ashi Green + RSI Cross Above SMA", alert.freq_once_per_bar_close)
