Multi Stoch + VWAP Heatmap + Histogram + ScalpingThis indicator was developed by referencing various indicators from many contributors. I apologize that I cannot identify all the original authors due to the numerous sources referenced. Thank you to everyone who contributed to the trading community.
Important Notice: Please use this indicator with sufficient caution and proper risk management. I do not assume any responsibility for any losses incurred from using this indicator. Trade at your own risk.
Alternative version:
Acknowledgment & Disclaimer:
This indicator incorporates ideas and concepts from numerous community indicators. I sincerely apologize for not being able to properly credit all the original creators due to the extensive references used. My heartfelt gratitude goes out to all the talented developers in the trading community.
Risk Warning: Please exercise extreme caution when using this indicator. All trading involves substantial risk of loss, and I accept no liability for any financial losses that may result from the use of this indicator. Always implement proper risk management and trade responsibly.
Multi Stoch + VWAP Heatmap + Histogram + Scalping Usage Guide
🔧 Basic Settings
Parameter Settings (Recommended for XAU/USD)
Fast Stoch Length: 5 # Ultra-short term trend
Medium Stoch Length: 14 # Short term trend
Slow Stoch Length: 21 # Medium term trend
%K Smoothing: 2 # High sensitivity setting
%D Smoothing: 2 # High sensitivity setting
Overbought Level: 75 # Sell zone
Oversold Level: 25 # Buy zone
📈 Reading the Chart
1. Histogram (Background Bar Chart)
Green tones: Strong uptrend
Red tones: Strong downtrend
Gray: Trendless/neutral
2. Line Display
Blue lines: Ultra-short term Stochastic (K1/D1)
Orange lines: Short term Stochastic (K2/D2)
Purple lines: Medium term Stochastic (K3/D3)
Yellow line: VWAP (normalized)
3. Horizontal Lines
Upper line (75): Sell zone
Center line (50): Neutral line
Lower line (25): Buy zone
🎯 Signal Types and Meanings
Scalping Signals (● marks)
Green ● (bottom): 📈 Scalp buy entry
RSI(7) < 25 + K1 < 30 combination
VWAP bounce targeting
Red ● (top): 📉 Scalp sell entry
RSI(7) > 75 + K1 > 70 combination
VWAP rejection targeting
Main Trend Signals
▲ (large, green): 💪 Strong buy signal - Multiple conditions aligned
▼ (large, red): 💪 Strong sell signal - Multiple conditions aligned
△ (medium, green): 📈 Normal buy signal
▽ (medium, orange): 📉 Normal sell signal
Warning/Reversal Signals
▼ (pink): ⚠️ Sell warning - Trend reversal caution
△ (teal): ⚠️ Buy warning - Trend reversal caution
Cross Signals (● marks, positioned up/down)
Green ● (bottom): Histogram crosses above VWAP
Red ● (top): Histogram crosses below VWAP
🚀 Practical Usage
Scalping Strategy (1-5 minute charts recommended)
Entry: Enter on green ● or red ● signals
Take Profit: At opposite zone or next ● signal
Stop Loss: Around 10-15 pips (for gold)
Time Session: London-NY overlap optimal
Swing Trading Strategy (15min-1hour charts)
Entry: Strong ▲▼ signals
Take Profit: Opposite warning signals (▼△)
Stop Loss: VWAP reverse break or 30-50 pips
Day Trading Strategy (5-15 minute charts)
Trend Confirmation: Histogram color
Entry: △▽ signals
Take Profit: Opposite zone reached
Stop Loss: 20-30 pips
⚡ XAU/USD Specific Usage
Session-Based Strategy
Tokyo Session (9-15 JST): Wait and see, small scalps
London Session (16-24 JST): Main trading
NY Session (22-6 JST): Most active, all signals valid
Major News Events
Pre-announcement: Reduce positions
Post-announcement: Trend following with ● signals
🔍 Filter Functions
ATR Filter
Small price movements filtered as noise
Signals only on significant price moves
Time Filter
Strong signals only during high volatility sessions
Weaker signals during low volatility periods
Consecutive Signal Prevention
Duplicate signals within 2 bars filtered out
Prevents noise trading
⚙️ Settings Customization
For Aggressive Trading
Signal Cooldown: 1 # More frequent signals
ATR Length: 5 # More sensitive filter
For Conservative Trading
Signal Cooldown: 5 # Relaxed signals
ATR Length: 20 # Stricter filter
Overbought: 80 # More extreme levels
Oversold: 20
📱 Recommended Alert Settings
Strong Buy/Sell Signal: Priority ★★★
Scalping Buy/Sell Signal: Priority ★★☆
Reverse Warning: Priority ★★★ (for position management)
⚠️ Important Notes
Scalping requires quick decision-making
Multiple timeframe confirmation recommended
Exercise caution during major news events
Risk management is top priority
This indicator is a versatile multi-functional tool suitable for short to medium-term trading strategies!
🎓 Trading Examples
Scalping Example
Wait for green ● at oversold level (below 30)
Enter long position immediately
Target: 50 level or red ● signal
Stop: Below recent swing low
Day Trading Example
Histogram turns green (bullish trend)
Wait for △ buy signal near support
Target: Overbought level (75)
Exit: Warning signal ▼ appears
Risk Management Rules
Never risk more than 2% per trade
Use proper position sizing
Set stops before entry
Take partial profits at key levels
This comprehensive guide will help you maximize the potential of this advanced multi-timeframe indicator!
Cerca negli script per "swing trading"
P/E Rating by The Noiseless TraderP/E Rating by The Noiseless Trader
This script analyzes a symbol’s Price-to-Earnings (P/E) ratio, using Diluted EPS (TTM) fundamentals directly from TradingView.
The script calculates the Price-to-Earnings ratio (P/E) using Diluted EPS (TTM) fundamentals. It then identifies:
PE High → the highest valuation point over a long historical range.
PE Low → the lowest valuation point over the same period.
PE Median → the midpoint between the two extremes, offering a fair-value benchmark.
PE (Int) → an additional intermediate low to track more recent undervaluation points.
These levels are plotted directly on the chart as horizontal references, with markers showing the exact bars/dates when the extremes occurred. Candles corresponding to those days are also highlighted for context.
Bars corresponding to these extremes are highlighted (red = PE High, green = PE Low).
How it helps
Provides a historical valuation framework that complements technical analysis.
Helps identify whether current price action is happening near overvalued or undervalued zones.
Adds a long-term perspective to support swing trading and investing decisions.
Offers a simple visual map of how far the market has moved from “cheap” to “expensive.”
This tool is best suited for long-term investors and swing traders who want to merge fundamentals with technical setups.
This indicator is intended as an educational aid for students of The Noiseless Trader. It bridges the gap between fundamental valuation (earnings multiples) and technical execution, allowing learners to apply classroom concepts in real-time market conditions.
VWAP with period (rajib127)VWAP with Adjustable Period (rajib127)
This advanced VWAP (Volume Weighted Average Price) indicator offers enhanced functionality with customizable anchor periods and multiple standard deviation bands.
Key Features:
Adjustable Anchor Period: Unlike standard VWAP that resets daily, this indicator allows you to set custom anchor timeframes (Daily, Weekly, Monthly) to match your trading strategy
Multiple Deviation Bands: Display up to 3 sets of bands with customizable multipliers for better support/resistance identification
Dual Calculation Modes: Choose between Standard Deviation or Percentage-based band calculations
Flexible Price Sources: Select from 7 different price calculation methods (Typical, Close, High, Low, Median, Weighted, Open)
Timeframe Visibility Control: Option to hide VWAP on higher timeframes (Daily and above) for cleaner charts
Visual Enhancements: Color-coded bands with fill areas and real-time value display table
Trading Applications:
Identify dynamic support and resistance levels
Spot mean reversion opportunities when price deviates from bands
Use different anchor periods for swing trading vs day trading strategies
Combine with other indicators for confluence-based entries
Unique Advantage:
The ability to adjust the VWAP reset period makes this indicator versatile for various trading styles - from intraday scalping with hourly resets to swing trading with weekly anchors.
Perfect for traders who want more control over their VWAP analysis beyond the standard daily reset limitation.
Vwapbot (VWAP + Ut Bot Alerts)Vwapbot (VWAP + Ut Bot Alerts) - Complete Guide
This Pine Script indicator combines two powerful trading tools: Volume Weighted Average Price (VWAP) and the UT Bot trend-following system. Here's a comprehensive breakdown:
What This Indicator Does
The indicator provides:
1. VWAP calculation with deviation bands
2. UT Bot trend signals with trailing stops
3. Combined confluence alerts when both indicators align
4. Visual information table showing current market conditions
Core Components
1. VWAP (Volume Weighted Average Price)
What it is: VWAP calculates the average price weighted by volume, giving more importance to high-volume periods.
Settings:
• VWAP Source: Price used for calculation (default: hlc3 - average of high, low, close)
• VWAP Anchor: Reset period (Session/Week/Month/Quarter/Year)
Usage:
• Price above VWAP = bullish bias
• Price below VWAP = bearish bias
• VWAP acts as dynamic support/resistance
2. VWAP Deviation Bands
What they show: Statistical boundaries around VWAP based on price volatility
Settings:
• Standard Deviation Multiplier: How far the bands extend (default: 1.0)
• Show Bands: Toggle visibility
Usage:
• Gray dashed lines: 1 standard deviation bands (normal price range)
• Red dotted lines: 2 standard deviation bands (extreme price levels)
• Price touching outer bands may indicate reversal opportunities
3. UT Bot (Ultimate Trend Bot)
What it does: Creates a trailing stop system that follows trends and signals reversals
Settings:
• Key Value: Sensitivity multiplier (1.0 = balanced, lower = more sensitive)
• ATR Period: Lookback period for volatility calculation (default: 10)
How it works:
• Uses ATR (Average True Range) to calculate dynamic support/resistance levels
• Green line = uptrend (trailing stop below price)
• Red line = downtrend (trailing stop above price)
4. UT Bot Alerts are integrated to the logic of Volume Profile i,e VWAP, the UT Bot Stop trailing line plot its data and change trends obtaining it's logic from the VWAP and Standard Deviation bands, thus it differs in it's logic of UT Bot alerts from other indicators.
Visual Elements
On-Chart Displays:
1. Blue line: VWAP
2. Gray lines: 1st deviation bands
3. Red lines: 2nd deviation bands
4. Green/Red thick line: UT Bot trailing stop
5. Green triangles up: Buy signals
6. Red triangles down: Sell signals
7. Background color: Light green (bullish) / Light red (bearish)
Information Table (Top Right):
• VWAP: Current VWAP value
• UT Bot: Current trailing stop level
• Trend: Bullish/Bearish status
• Price vs VWAP: Above/Below comparison
• Deviation: Percentage distance from VWAP
• Volume: Current bar volume
Trading Signals
Basic Signals:
1. UT Bot Buy: Green triangle when trend turns bullish
2. UT Bot Sell: Red triangle when trend turns bearish
3. VWAP Cross Above: Price crosses above VWAP
4. VWAP Cross Below: Price crosses below VWAP
Confluence Signals :
1. Bullish Confluence: UT Bot buy signal + Price above VWAP
2. Bearish Confluence: UT Bot sell signal + Price below VWAP
How to Use This Indicator
For Trend Following:
1. Enter long when you get a bullish confluence signal
2. Enter short when you get a bearish confluence signal
3. Exit when the UT Bot trend changes color
For Mean Reversion:
1. Look for reversals when price hits the 2nd deviation bands
2. Confirm with UT Bot signals
3. Target return to VWAP
For Support/Resistance:
1. Use VWAP as dynamic support in uptrends, resistance in downtrends
2. Watch for bounces at deviation bands
3. Confirm direction with UT Bot trend color
Best Practices
Timeframes:
• Intraday: Use Session VWAP anchor
• Swing trading: Use Weekly/Monthly anchors
• Position trading: Use Monthly/Quarterly anchors
Risk Management:
• Stop loss: Below/above the UT Bot trailing stop
• Position sizing: Smaller positions when price is at extreme deviation bands
• Confluence: Wait for both VWAP and UT Bot alignment for strongest signals
Market Conditions:
• Trending markets: Focus on UT Bot signals and VWAP direction bias
• Ranging markets: Use deviation bands for entry/exit points
• High volume periods: VWAP becomes more significant
Alert System
The indicator provides 6 types of alerts:
1. UT Bot buy/sell signals
2. VWAP crossover alerts
3. Confluence alerts (most important)
Set up alerts for confluence signals to catch the highest probability setups when both indicators align.
This indicator works best when combined with proper risk management and used in conjunction with market structure analysis. The confluence signals provide the highest probability entries, while the individual components help with market.
Advice from the publisher:
For using with Indices e.g NIFTY 50, BANKNIFTY etc. use parameters:
UT BOT Key Value : 1
UT BOT ATR Period : 10
Standard Deviation Multiplier : 1 {Default}
For using with commodities e.g NATURALGAS, CRUDEOIL etc. use parameters:
UT BOT Key Value : 2
UT BOT ATR Period : 7
Standard Deviation Multiplier : 1 {Default}
Gravity Trend Line with ±10% Bands_QianYu🌌 Law of Gravity in Stock Trading — by Hu Liyang (胡立阳)—often called the “Godfather of Asian Stock Markets”
✦ Conceptual Origin
The “Law of Gravity” was developed by Mr. Hu Liyang, drawing an analogy between the gravitational pull in physics and the relationship between stock prices and moving averages. It is a medium-term mean reversion theory that helps traders identify rebound opportunities when prices deviate too far from their trend lines.
📈 Indicator Summary: Gravity Trend Line with ±10% Bands
🔧 How It's Calculated:
Gravity Trend Line = Average of SMA(30) and SMA(70)
Represents the fair value zone or center of gravity for price over a medium-term period.
Upper Band = Gravity Line + 10%
Lower Band = Gravity Line - 10%
A shaded zone shows the space between the upper and lower bands — your "gravity channel."
🧭How to Use It for Swing Trading (1H and 4H Charts)
1. Trend Bias Filter
If price is consistently above the Gravity Line, the trend bias is bullish.
If price is below the Gravity Line, the bias is bearish.
Use this to align your trades with the prevailing direction on 4H (macro view) and fine-tune entries on 1H.
2.Trade Entry Zones
Long Setup (buy):
Look for price near or just below the lower band (oversold zone).
Combine with bullish candles or reversal indicators (e.g., MACD bullish crossover, RSI < 30 turning up).
Confirmation: price reclaims the lower band or moves toward gravity line.
Short Setup (sell):
Look for price near or just above the upper band (overbought zone).
Combine with bearish confirmation (e.g., MACD bearish crossover, RSI > 70 turning down).
Confirmation: price starts rejecting from upper band toward gravity line.
3. Take Profit / Exit Zones
Partial TP: At the Gravity Line (mean reversion level).
Final TP: At opposite band (if price has strong momentum).
Alternatively, exit on crossback below gravity line after a long, or above it after a short.
4. Avoiding Traps
Avoid entering trades in the middle of the band (around the Gravity Line) unless there's strong breakout confirmation.
Use 4H for trend context, and 1H for entry precision.
Avoid trading against the broader gravity slope:
If gravity line is clearly sloping up, favor longs.
If sloping down, favor shorts.
📘 Example Strategy Workflow:
Timeframe:
Use 4H for directional bias
Use 1H for entries and exits
Example Long Setup (1H Chart):
Price dips below lower band while 4H trend is up.
Bullish candle forms or RSI/MACD confirms momentum shift.
Entry: price closes back above the lower band.
TP1: near gravity line.
TP2: near upper band.
Or, exit when gain hits +8% to +15%, depending on risk appetite.
📌 Final Notes:
This is a mean-reversion + trend confirmation tool — best used with additional confluence (candlestick patterns, volume, divergence).
It works well in ranging to gently trending markets — not ideal for sharp breakouts unless combined with breakout filters.
This indicator is for educational and reference purposes only.
It is not intended to be a recommendation or signal to buy or sell any security.
Use at your own discretion. Always perform your own due diligence before trading.
Tide Tracker ZonesTide Tracker Zones – Advanced Trend & Pullback Visualizer
Overview
Tide Tracker Zones is a sophisticated trading tool designed for traders who require clarity, precision, and actionable insights in real time. The indicator converts price action into dynamic trend zones, allowing users to instantly recognize market direction, potential reversals, and low-risk entry opportunities. By visualizing the market in this way, traders can focus on execution rather than deciphering complex charts.
Unlike static indicators, Tide Tracker Zones adapts to market volatility, providing a clear picture of bullish and bearish pressure across multiple timeframes. Its visual design, including color-coded trend zones, a prominent guide line, and carefully placed signals, ensures that market behavior is easy to interpret, making it suitable for scalping, swing trading, and longer-term strategies alike.
How It Works
The indicator relies on dynamic upper and lower bands derived from recent price ranges and a configurable multiplier. These bands expand during volatile periods and contract when price action stabilizes, creating flexible zones that reflect the dominant market tide.
A guide line tracks the active band, serving as a continuous reference for trend direction. Unlike traditional moving averages, the guide line does not clutter the chart but instead provides a subtle, intuitive indication of whether the market is in a bullish or bearish phase. Background shading reinforces this trend visually, highlighting bullish zones in one color and bearish zones in another, so the prevailing market flow is immediately clear.
The system continuously evaluates price relative to the bands to determine trend direction and detect potential reversals. When price crosses a band and flips the trend, the guide line updates, and signals are generated, providing traders with actionable information without overwhelming the chart.
Signals and Pullbacks
Tide Tracker Zones offers visual cues that make entry points more obvious and less speculative. Trend reversal arrows are plotted when the market changes direction: BUY arrows indicate a shift from bearish to bullish, and SELL arrows indicate a shift from bullish to bearish.
The indicator also highlights first pullbacks within an active trend. These pullback dots mark low-risk opportunities to enter a trend in progress, filtered to ensure that only the most relevant signals are displayed. The system uses ATR-based spacing to place arrows and dots vertically on the chart, preventing visual clutter and ensuring readability even during periods of high volatility.
Color-coded zones enhance situational awareness. Bullish zones are displayed in a customizable orange, while bearish zones are shown in green. Transparency is dynamically adjusted to maintain chart clarity while still providing a clear indication of trend strength.
Strategy Integration
Tide Tracker Zones can be used effectively for both trend-following and pullback strategies. Traders may enter positions in the direction of the guide line and colored zone, using trend reversal arrows for confirmation. First pullback dots offer tactical entries with reduced risk, allowing traders to enter a trend after a brief retracement.
Stop-loss levels can be placed just beyond the opposing trend zone, while take-profit targets may be determined using the width of the bands to account for market volatility. The indicator adapts seamlessly across multiple timeframes. Higher timeframes provide context and filter noise, while lower timeframes allow traders to refine entry timing. This makes it a versatile tool for scalping, swing trading, or longer-term positions.
Advanced Techniques
For traders seeking greater precision, Tide Tracker Zones can be combined with volume or momentum indicators to validate signals. Observing the sequence of trend arrows and pullback dots allows users to develop a systematic approach to entries and exits. Monitoring the width and behavior of the bands over time can also provide insights into periods of expanding or contracting volatility, helping traders anticipate market shifts.
Adjustments to the spread length and multiplier allow the indicator to be tuned for different assets and market conditions. By understanding the interaction between the guide line, trend zones, and pullback signals, traders can create a robust framework for decision-making, reducing guesswork and improving consistency.
Why Use Tide Tracker Zones
Tide Tracker Zones provides instant clarity and actionable insight in any market. Its dynamic zones and guide line give a clear visual understanding of trend direction, while trend reversal arrows and pullback dots highlight potential entry points. Unlike traditional indicators, it adapts to volatility and changing conditions, making it reliable across multiple asset classes and timeframes.
By combining trend detection, pullback analysis, and intuitive visual guidance, Tide Tracker Zones equips traders with a complete framework for disciplined, confident trading, transforming complex price action into a visual map of opportunity.
Malama's Quantum Swing Modulator# Multi-Indicator Swing Analysis with Probability Scoring
## What Makes This Script Original
This script combines pivot point detection with a **weighted scoring system** that dynamically adjusts indicator weights based on market regime (trending vs. ranging). Unlike standard multi-indicator approaches that use fixed weightings, this implementation uses ADX to detect market conditions and automatically rebalances the influence of RSI, MFI, and price deviation components accordingly.
## Core Methodology
**Dynamic Weight Allocation System:**
- **Trending Markets (ADX > 25):** Prioritizes momentum (50% weight) with reduced oscillator influence (20% each for RSI/MFI)
- **Ranging Markets (ADX < 25):** Emphasizes mean reversion signals (40% each for RSI/MFI) with no momentum bias
- **Price Wave Component:** Uses EMA deviation normalized by ATR to measure distance from central tendency
**Pivot-Based Level Analysis:**
- Detects swing highs/lows using configurable left/right lookback periods
- Maintains the most recent pivot levels as key reference points
- Calculates proximity scores based on current price distance from these levels
**Volume Confirmation Logic:**
- Defines "volume entanglement" when current volume exceeds SMA by user-defined factor
- Integrates volume confirmation into confidence scoring rather than signal generation
## Technical Implementation Details
**Scoring Algorithm:**
The script calculates separate bullish and bearish "superposition" scores using:
```
Bullish Score = (RSI_bull × weight) + (MFI_bull × weight) + (price_wave × weight × position_filter) + (momentum × weight)
```
Where:
- RSI_bull = 100 - RSI (inverted for oversold bias)
- MFI_bull = 100 - MFI (inverted for oversold bias)
- Position_filter = Only applies when price is below EMA for bullish signals
- Momentum component = Only active in trending markets
**Confidence Calculation:**
Base confidence starts at 25% and increases based on:
- Market regime alignment (trending/ranging appropriate conditions)
- Volume confirmation presence
- Oscillator extreme readings (RSI < 30 or > 70 in ranging markets)
- Price position relative to wave function (EMA)
**Probability Output:**
Final probability = (Base Score × 0.6) + (Proximity Score × 0.4)
This balances indicator confluence with proximity to identified levels.
## Key Differentiators
**vs. Standard Multi-Indicator Scripts:** Uses regime-based dynamic weighting instead of fixed combinations
**vs. Simple Pivot Indicators:** Adds quantified probability and confidence scoring to pivot levels
**vs. Basic Oscillator Combinations:** Incorporates market structure analysis through ADX regime detection
## Visual Components
**Wave Function Display:** EMA with ATR-based uncertainty bands for trend context
**Pivot Markers:** Clear visualization of detected swing highs and lows
**Analysis Table:** Real-time probability, confidence, and action recommendations for current pivot levels
## Practical Application
The dynamic weighting system helps avoid common pitfalls of multi-indicator analysis:
- Reduces oscillator noise during strong trends by emphasizing momentum
- Increases mean reversion sensitivity during sideways markets
- Provides quantified probability rather than subjective signal interpretation
## Important Limitations
- Requires sufficient historical data for pivot detection and volume calculations
- Probability scores are based on current market regime and may change as conditions evolve
- The scoring system is designed for confluence analysis, not standalone trading decisions
- Past probability accuracy does not guarantee future performance
## Technical Requirements
- Works on all timeframes but requires adequate lookback history
- Volume data required for entanglement calculations
- Best suited for liquid instruments where volume patterns are meaningful
This approach provides a systematic framework for evaluating swing trading opportunities while acknowledging the probabilistic nature of technical analysis.
SigmoidCycle Oscillator [LuminoAlgo]Purpose:
The SineCycle Oscillator measures price momentum using sigmoid function mathematics (S-curve transformation) borrowed from neural network theory. It generates an oscillator that fluctuates around 1.0, identifying momentum shifts and potential reversal points.
Mathematical Foundation:
This indicator applies the sigmoid logistic function concept: y = 1/(1+e^-x) , which creates an S-shaped curve. In financial markets context, this transformation:
- Maps price changes to a bounded range (-1 to +1)
- Provides non-linear sensitivity (high near zero, low at extremes)
- Naturally filters outliers without lag penalty
Calculation Process:
1. Statistical Normalization: Price deviations are measured from a moving average baseline and scaled by recent volatility (standard deviation over N periods)
2. Sigmoid Transformation: Normalized values undergo S-curve transformation, which weights small movements linearly but compresses large movements logarithmically
3. Dual Timeframe Analysis:
• Short window: User-defined period (N)
• Long window: Double period (2N)
• Ratio calculation: Short sigmoid average ÷ Long sigmoid average
4. Volatility-Weighted Smoothing: Final values use exponential smoothing where the smoothing factor adjusts based on the coefficient of variation (volatility/mean ratio)
What Makes This Different:
Unlike linear momentum oscillators (RSI, Stochastic) that use fixed mathematical relationships, the sigmoid transformation creates variable sensitivity zones. This mimics how professional traders mentally weight price movements.
Trading Application:
Signal Types:
- Momentum: Green (>1.0) = bullish, Red (<1.0) = bearish
- Reversals: 1.0 line crosses with volume confirmation
- Divergence: Price makes new high/low, oscillator doesn't
- Exhaustion: Extended readings (>1.2 or <0.8) suggest overextension
Optimal Conditions:
- Works best: Trending markets with clear swings
- Avoid: Low volume, ranging markets under 1% daily movement
- Timeframes: 4H and above for reliability
Parameter Guidelines:
- Length 8-10: Day trading (expect more whipsaws)
- Length 14-20: Swing trading (balanced signals)
- Length 25-30: Position trading (fewer, stronger signals)
Limitations:
- Lag increases with higher length settings
- Can give false signals during news-driven spikes
- Requires additional confirmation in choppy markets
Trading Framework:
Based on momentum persistence theory - assumes trends continue until sigmoid curve flattens (indicating momentum exhaustion). The mathematical model captures both mean reversion (extreme readings) and trend following (mid-range readings) characteristics.
Price Acceleration Matrix [QuantAlgo]🟢 Overview
The Price Acceleration Matrix indicator is an advanced momentum analysis tool that measures the rate of change in price velocity across multiple timeframes simultaneously. It transforms raw price data into velocity measurements for each timeframe, then calculates the acceleration of these velocities to identify when momentum is building or deteriorating. By analyzing acceleration alignment across all three timeframes, the system can distinguish between strong directional moves (all timeframes accelerating in the same direction) and weak, choppy movements (mixed acceleration signals). This multi-timeframe acceleration matrix provides traders with early warning signals for momentum shifts, trend continuation and reversal opportunities across different timeframes and asset classes.
🟢 How It Works
The indicator employs a three-stage calculation process that transforms price data into actionable acceleration signals. First, it calculates velocity (rate of price change) for each of the three user-defined timeframes by measuring the percentage change in price over the specified lookback periods. These velocity calculations are normalized by their respective timeframe lengths to ensure fair comparison across different periods.
In the second stage, the system calculates acceleration by measuring the change in velocity from one bar to the next for each timeframe, effectively capturing the second derivative of price movement. This acceleration data reveals whether momentum is building (positive acceleration) or deteriorating (negative acceleration) at each timeframe level.
The final stage creates the acceleration matrix score by evaluating alignment across all three timeframes. When all timeframes show positive acceleration, the system averages them for maximum bullish signal strength. When all show negative acceleration, it averages them for maximum bearish signal strength. However, when acceleration signals are mixed across timeframes, the system applies a penalty by dividing the average by two, indicating consolidation or conflicting momentum forces. The resulting signal is then smoothed using an Exponential Moving Average and scaled to the -3 to +3 range using a user-defined threshold parameter.
🟢 How to Use
1. Signal Interpretation and Momentum Analysis
Positive Territory (Above Zero): Indicates accelerating upward momentum with bullish bias and favorable conditions for long positions
Negative Territory (Below Zero): Signals accelerating downward momentum with bearish bias and favorable conditions for short positions
Extreme Levels (±2 to ±3): Represent maximum acceleration alignment across all timeframes, indicating high-probability momentum continuation
Moderate Levels (±1 to ±2): Suggest building momentum with good timeframe alignment but less conviction than extreme readings
Near Zero (-0.5 to +0.5): Indicates mixed signals, consolidation, or momentum exhaustion requiring caution
2. Overbought/Oversold Zone Analysis
Above +2 (Overbought Zone): Markets showing extreme bullish acceleration may be due for profit-taking or short-term pullbacks
Below -2 (Oversold Zone): Markets showing extreme bearish acceleration may present reversal opportunities or bounce potential
Zone Exits: When acceleration retreats from extreme zones, it often signals momentum exhaustion and potential trend changes
🟢 Pro Tips for Trading
→ Early Momentum Detection: Watch for acceleration crossing above zero after periods of negative readings, as this often precedes major price movements by several bars, providing early entry opportunities before traditional indicators signal.
→ Momentum Exhaustion Signals: Exit or take profits when acceleration reaches extreme levels (±2.5 or higher) and begins to decline, even if price continues in the same direction, as momentum deterioration typically precedes price reversals.
→ Acceleration Divergence Strategy: Look for divergences between price highs/lows and acceleration peaks/troughs, as these often signal weakening momentum and potential reversal opportunities before they become apparent on price charts.
→ Threshold Optimization: Adjust the acceleration threshold based on asset volatility - higher thresholds (0.7-1.0) for volatile assets to reduce false signals, lower thresholds (0.3-0.5) for stable assets to maintain sensitivity.
→ Alert-Based Trading: Utilize the built-in alert system for bullish/bearish reversals (±2 level crosses) and trend changes (zero line crosses) to capture momentum shifts without constant chart monitoring, especially effective for swing trading approaches.
→ Risk Management Integration: Reduce position sizes when acceleration readings are weak (below ±1.0) and increase allocation when strong acceleration alignment occurs (above ±2.0), as signal strength correlates directly with probability of successful trades.
Anchored VWAP by Fin VirajSimple Anchored VWAP with Directional Colors
📊 Overview
A clean and efficient Anchored VWAP (Volume Weighted Average Price) indicator with dynamic directional coloring. This indicator provides traders with a reliable reference point for price action analysis based on volume-weighted calculations from specific anchor points.
✨ Key Features
🎯 Multiple Anchor Types
Session: Anchors to daily trading session start
Day: Resets at the beginning of each trading day
Week: Weekly anchor points for swing trading
Month: Monthly anchors for longer-term analysis
Manual Date: Set custom anchor date for specific events
🌈 Directional Color System
🟢 Green: Price above VWAP with upward momentum
🔴 Red: Price below VWAP with downward momentum
🔵 Blue: Neutral/transitional conditions
📏 Standard Deviation Bands
Customizable multipliers (default: 1.0 and 2.0)
Toggle on/off as needed
Support and resistance levels based on statistical deviation
Filled area between bands for better visualization
🔧 Settings & Customization
Input Parameters
Anchor Type: Choose from 5 different anchor methods
Manual Anchor Date: Set specific date for manual anchoring
Reset Anchor Point: Manual reset button
Show Standard Deviation Bands: Toggle bands visibility
Band Multipliers: Adjust band distance (1σ and 2σ)
VWAP Line Width: Customize line thickness (1-4)
Color Customization
Bullish Color: Customize uptrend color
Bearish Color: Customize downtrend color
Neutral Color: Customize neutral state color
Band Color: Customize standard deviation bands color
📈 How to Use
For Day Trading
Set anchor type to "Session" or "Day"
Use VWAP as dynamic support/resistance
Green color = bullish bias, Red color = bearish bias
For Swing Trading
Set anchor type to "Week" or "Month"
Longer-term VWAP acts as major S/R level
Standard deviation bands show potential reversal zones
For Event-Based Analysis
Set anchor type to "Manual Date"
Choose significant event date (earnings, news, etc.)
Analyze price behavior relative to that anchor point
🎨 Visual Interpretation
VWAP Line Colors
Bright Green: Strong bullish momentum (price above rising VWAP)
Bright Red: Strong bearish momentum (price below falling VWAP)
Blue: Neutral conditions or transitional phase
Standard Deviation Bands
Upper Bands: Potential resistance levels
Lower Bands: Potential support levels
Band Touches: Often indicate reversal or continuation points
💡 Trading Applications
Support & Resistance
VWAP acts as dynamic support in uptrends
VWAP acts as dynamic resistance in downtrends
Standard deviation bands provide additional S/R levels
Trend Analysis
Price consistently above VWAP = bullish trend
Price consistently below VWAP = bearish trend
Color changes help identify trend shifts
Entry & Exit Points
Use VWAP reclaims for potential long entries
Use VWAP breaks for potential short entries
Standard deviation bands for profit-taking levels
⚙️ Technical Details
Pine Script Version: v6
Overlay: Yes (plots on price chart)
Calculation: Volume-weighted average price from anchor point
Standard Deviation: Statistical measure of price dispersion
Performance: Optimized for real-time calculation
🔄 Anchor Reset Logic
The indicator automatically resets based on selected anchor type:
Session/Day: Resets at market open
Week: Resets at week start
Month: Resets at month start
Manual: Resets from chosen date
Manual Reset: Override button for immediate reset
📋 Best Practices
Choose appropriate timeframe for your anchor type
Combine with volume analysis for better confirmation
Use multiple timeframes for comprehensive analysis
Consider market context when interpreting signals
Test on demo before live trading
⚠️ Disclaimer
This indicator is for educational and informational purposes only. Always conduct your own analysis and risk management before making trading decisions.
TrendLines with ATR and MA [KoTa]The "TrendLines with ATR and MA " indicator combines trend lines, breakout signals, ATR-based trend tracking, and moving averages (MA).
Input Settings and Customization:
After adding the indicator, click on its name at the top of the chart and open the "Settings" tab.
Main sections:
Trend Lines and Breakouts (Periods 1-5):
General Usage Tips:
Chart Timeframe: Works on any timeframe (from 1 minute to weekly). Shorter timeframes (e.g., 5-minute) generate more signals, while longer timeframes (e.g., daily) produce fewer but more reliable signals.
Compatibility: Overlay=true, meaning it is drawn directly on the candlestick chart. It can be combined with other indicators (e.g., RSI, MACD).
Advantages
This indicator outperforms standard trend line tools due to its automated, multi-period, and integrated features:
Automated Trend Line Drawing: Instead of manual drawing, it creates trend lines based on pivot highs/lows. Different periods (3-50) enable multi-timeframe analysis, allowing you to see short- and long-term trends on the same chart.
Breakout Detection and Labeling: Detects breakouts in real-time using dotted extensions. B (Buy) and S (Sell) labels (e.g., B1 for period1 up breakout) clarify signals. Historical breakouts are shown in gray for context.
ATR Integration: Volatility-based trend tracking (similar to SuperTrend). Calculates channel deviation to adapt to market volatility. Arrows highlight trend reversals quickly.
Moving Averages Integration: Flexible MA types (e.g., VWMA for volume-weighted analysis) for trend filtering. No Bollinger Bands option, but MAs can validate breakouts.
Performance and Visuals: Limits line count with max_lines_count for memory efficiency. Colors and line widths are customizable, and old elements are automatically managed (deleted or grayed out). Precision=0 ensures clean price formatting.
Flexibility: All components (trend lines, ATR, MA) can be toggled on/off, allowing for simple or complex usage.
Benefits Provided
This indicator speeds up trading decisions and reduces errors:
Trend and Support/Resistance Detection: Pivot-based lines provide automatic support (green, lows) and resistance (red, highs) levels. Benefit: Reduces manual analysis time, saving effort in scalping or swing trading.
Breakout Signals: Signals are triggered when the close price crosses over/under the extended line. Benefit: Catches potential trend starts early; ATR can filter false breakouts. B/S labels provide visual alerts, simplifying alert setup.
Volatility Adaptation (ATR): Adjusts trend lines based on market fluctuations. Benefit: Wider channels in high-volatility periods (e.g., crypto) and narrower in low volatility, reducing whipsaws (false signals). Arrows clearly show trend changes, ideal for position management.
MA Validation: MAs measure trend strength (e.g., EMA20 above indicates uptrend). Benefit: Filtering breakouts with MA crossovers improves accuracy. VWMA offers volume-based analysis to eliminate weak trends.
General Benefits:
Risk Management: Breakout levels can be used for stop-loss placement (e.g., below breakout).
Profit Potential: When tested on historical data (backtesting), it can be optimized by period—shorter periods for quick entries, longer for holding.
Educational Value: Visualizes fractal, pivot, and ATR concepts for new traders.
Time Savings: Automation eliminates hours of chart analysis; updates in real-time.
Multi-Asset Compatibility: Works for stocks, forex, and crypto; ATR shines in volatile assets.
Possible Strategies
This indicator supports various strategies, primarily focused on breakouts and trend following, enhanced by MA and ATR filtering.
Breakout Trading Strategy:
Rules: Enter long on B (Buy) label (crossover up line), short on S (Sell). For example, enter on B3 (period10), with stop-loss below the previous pivot low.
Filtering: Confirm with ATR arrow up (trend=0). Ensure price is above MA1 (20).
Exit: Profit target at ATR*2 or exit on reverse breakout (S).
Advantage: Ideal for scalping (p1-p2) or swing trading (p4-p5). Benefit: High win rate in volatile markets.
Trend Following Strategy:
Rules: Hold long if ATR trend line is green (up) and MA1 > MA2. Strengthen entry with breakout B.
Filtering: Use only larger period breakouts (p3-p5) with ATR in slow mode.
Exit: Exit on ATR arrow down (reversal) or MA crossover.
Advantage: Captures long-term trends with low drawdown. Benefit: Suitable for passive trading, especially on weekly charts.
Pullback Strategy:
Rules: In an uptrend (green ATR line), enter long when price pulls back to the downtrend line (green pivot low line).
Filtering: No breakout, supported by MA (price above MA). Set stop using ATR deviation.
Exit: New high breakout or ATR reversal.
Advantage: Low-risk entries, captures trend continuations. Benefit: Effective in range-bound markets.
Multi-Timeframe Combination:
Rules: Match short-period (p1) breakouts with long-period (p5) trends (e.g., p5 up + p1 B = long).
Filtering: ATR in medium mode, MAs in golden cross (20>50).
Advantage: Reduces false signals, validates H4 breakouts with D1 trends. Benefit: Suitable for professional traders, with backtesting showing 60%+ win rates.
Risk and Optimization Tips:
Position Sizing: Calculate using ATR (stop-loss distance / 1% risk).
Backtesting: Test in strategy mode; short periods may overtrade, while longer ones may miss opportunities.
Historical & Periodic Key LevelsHistorical & Periodic Key Levels
This indicator automatically plots historical key levels (ATH/ATL) and periodic closing levels (Daily, Weekly, Monthly, Yearly). It highlights major price zones frequently used in technical and institutional trading.
Key Features:
Dynamic ATH/ATL: tracks all-time high/low with date annotation.
Periodic Closes: previous D/W/M/Y closes with directional coloring.
Adaptive Colors: green/red based on bullish or bearish close.
Full Customization: toggle visibility, colors, line width, text alignment, and label text.
Smart Label Management: prevents overlap by cycling through label styles automatically.
Usage:
Identify strong support/resistance levels.
Monitor key closing prices across multiple timeframes.
Enhance swing trading and long-term analysis with institutional reference levels.
Inputs:
Levels Visibility: show/hide ATH, ATL, and periodic closes.
ATH/ATL Style Settings: line colors, label prefix, width, and text alignment.
Periodic Levels Style: label text (D/W/M/Y), line width, alignment, and bullish/bearish colors.
Notes:
Levels adjust automatically to the active chart timeframe.
Lower timeframe levels are hidden when redundant (e.g., daily close on daily chart).
Bollinger Bands x SmartBlackGirlBollinger Bands — Volatility & Breakout Zones
This Bollinger Bands tool dynamically adapts to market volatility, giving traders a visual framework for spotting overbought/oversold conditions, squeezes, and breakout opportunities.
Key Features
Dynamic Volatility Channels – Upper and lower bands expand during high volatility and contract during quiet periods.
Mean Reversion & Trend Trading – Price touching or piercing the bands can signal potential reversals or strong trend continuation.
Squeeze Detection – Narrowing bands indicate compression, often preceding explosive moves.
Fully Customizable – Adjust period, standard deviation, and colors to match your strategy.
Multi-Timeframe Friendly – Works on any chart, from scalping to swing trading.
How to Use
Squeeze Plays – Watch for band tightening; breakouts often follow.
Reversal Signals – Extreme touches combined with candlestick rejection may indicate turning points.
Trend Riding – Price “walking the band” can confirm strong momentum.
This indicator is ideal for traders who want a clear visual of volatility shifts, helping to anticipate when markets are likely to break out or revert to the mean.
Trishul Tap Signals (v6) — Liquidity Sweep + Imbalanced RetestTrishul Tap Signals — Liquidity Sweep + Imbalanced Retest
Type: Signal-only indicator (non-repainting)
Style: Price-action + Liquidity + Trend-following
Best for: Intraday & Swing Trading — any liquid market (stocks, futures, crypto, FX)
Timeframes: Any (5m–1D recommended)
Concept
The Trishul Tap setup is a liquidity-driven retest play inspired by order-flow and Smart Money Concepts.
It identifies one-sided impulse candles that also sweep liquidity (grab stops above/below a recent swing), then waits for price to retest the origin of that candle to enter in the trend direction.
Think of it as the three points of a trident:
Trend filter — Only signals with the prevailing trend.
Liquidity sweep — Candle takes out a recent swing high/low (stop-hunt).
Imbalanced retest — Price taps the candle’s open/low (bull) or open/high (bear).
Bullish Setup
Trend Filter: Price above EMA(200).
Impulse Candle:
Green close.
Upper wick ≥ (wickRatio × lower wick).
Lower wick ≤ (oppWickMaxFrac × full range).
Liquidity Sweep: Candle’s high exceeds the highest high of the last sweepLookback bars (excluding current).
Tap Entry: Buy signal triggers when price later taps the candle’s low or open (user choice) within expireBars.
Bearish Setup
Trend Filter: Price below EMA(200).
Impulse Candle:
Red close.
Lower wick ≥ (wickRatio × upper wick).
Upper wick ≤ (oppWickMaxFrac × full range).
Liquidity Sweep: Candle’s low breaks the lowest low of the last sweepLookback bars (excluding current).
Tap Entry: Sell signal triggers when price later taps the candle’s high or open (user choice) within expireBars.
Inputs
Trend EMA Length: Default 200.
Sweep Lookback: Number of bars for liquidity sweep check (default 20).
Wick Ratio: Required size ratio of dominant wick to opposite wick (default 2.0).
Opposite Wick Max %: Opposite wick must be ≤ this fraction of the candle’s range (default 25%).
Tap Tolerance (ticks): How close price must come to the level to count as a tap.
Expire Bars: Max bars after setup to allow a valid tap.
One Signal per Level: If ON, a base is “consumed” after first signal.
Plot Tap Levels: Show horizontal lines for active bases.
Show Setup Labels: Mark the origin sweep candle.
Plots & Visuals
EMA Trend Line — trend filter reference.
Tap Levels —
Green = bullish base (origin candle’s low/open).
Red = bearish base (origin candle’s high/open).
Labels — Show where the setup candle formed.
Signals —
BUY: triangle-up below bar at bullish tap.
SELL: triangle-down above bar at bearish tap.
Alerts
Two built-in conditions:
BUY Signal (Trishul Tap) — triggers on bullish tap.
SELL Signal (Trishul Tap) — triggers on bearish tap.
Set via Alerts panel → Condition = this indicator → Choose signal type.
How to Trade It
Use in liquid markets with clean price structure.
Confirm with HTF structure, volume spikes, or other confluence if desired.
Place stop just beyond the tap level (or ATR-based).
Target 1–2R or trail behind structure.
Why It Works
Liquidity sweep traps traders entering late (breakout buyers or panic sellers) and forces them to exit in the opposite direction, fueling your entry.
Wick imbalance confirms directional aggression by one side.
Trend filter keeps you aligned with the market’s dominant flow.
Retest entry lets you enter at a better price with reduced risk.
Non-Repainting
Setups form only on confirmed bar closes.
Signals trigger only on later bars that tap the stored level.
No lookahead functions are used.
Disclaimer
This script is for educational purposes only and does not constitute financial advice. Test thoroughly in a simulator or demo before using in live markets. Trading involves risk.
Bollinger Bands x SamrtBlackGirlBollinger Bands — Volatility & Breakout Zones
This Bollinger Bands tool dynamically adapts to market volatility, giving traders a visual framework for spotting overbought/oversold conditions, squeezes, and breakout opportunities.
Key Features
Dynamic Volatility Channels – Upper and lower bands expand during high volatility and contract during quiet periods.
Mean Reversion & Trend Trading – Price touching or piercing the bands can signal potential reversals or strong trend continuation.
Squeeze Detection – Narrowing bands indicate compression, often preceding explosive moves.
Fully Customizable – Adjust period, standard deviation, and colors to match your strategy.
Multi-Timeframe Friendly – Works on any chart, from scalping to swing trading.
How to Use
Squeeze Plays – Watch for band tightening; breakouts often follow.
Reversal Signals – Extreme touches combined with candlestick rejection may indicate turning points.
Trend Riding – Price “walking the band” can confirm strong momentum.
This indicator is ideal for traders who want a clear visual of volatility shifts, helping to anticipate when markets are likely to break out or revert to the mean.
Awesome Indicator# Moving Average Ribbon with ADR% - Complete Trading Indicator
## Overview
The **Moving Average Ribbon with ADR%** is a comprehensive technical analysis indicator that combines multiple analytical tools to provide traders with a complete picture of price trends, volatility, relative performance, and position sizing guidance. This multi-faceted indicator is designed for both swing and positional traders looking for data-driven entry and exit signals.
## Key Components
### 1. Moving Average Ribbon System
- **4 Customizable Moving Averages** with default periods: 13, 21, 55, and 189
- **Multiple MA Types**: SMA, EMA, SMMA (RMA), WMA, VWMA
- **Color-coded visualization** for easy trend identification
- **Flexible configuration** allowing users to modify periods, types, and colors
### 2. Average Daily Range Percentage (ADR%)
- Calculates the average daily volatility as a percentage
- Uses a 20-period simple moving average of (High/Low - 1) * 100
- Helps traders understand the stock's typical daily movement range
- Essential for position sizing and stop-loss placement
### 3. Volume Analysis (Up/Down Ratio)
- Analyzes volume distribution over the last 55 periods
- Calculates the ratio of volume on up days vs down days
- Provides insight into buying vs selling pressure
- Values > 1 indicate more buying volume, < 1 indicate more selling volume
### 4. Absolute Relative Strength (ARS)
- **Dual timeframe analysis** with customizable reference points
- **High ARS**: Performance relative to benchmark from a high reference point (default: Sep 27, 2024)
- **Low ARS**: Performance relative to benchmark from a low reference point (default: Apr 7, 2025)
- Uses NSE:NIFTY as default comparison symbol
- Color-coded display: Green for outperformance, Red for underperformance
### 5. Relative Performance Table
- **5 timeframes**: 1 Week, 1 Month, 3 Months, 6 Months, 1 Year
- Shows stock performance **relative to benchmark index**
- Formula: (Stock Return - Index Return) for each period
- **Color coding**:
- Lime: >5% outperformance
- Yellow: -5% to +5% relative performance
- Red: <-5% underperformance
### 6. Dynamic Position Allocation System
- **6-factor scoring system** based on price vs EMAs (21, 55, 189)
- Evaluates:
- Price above/below each EMA
- EMA alignment (21>55, 55>189, 21>189)
- **Allocation recommendations**:
- 100% allocation: Score = 6 (all bullish signals)
- 75% allocation: Score = 4
- 50% allocation: Score = 2
- 25% allocation: Score = 0
- 0% allocation: Score = -2, -4, -6 (bearish signals)
## Display Tables
### Performance Table (Top Right)
Shows relative performance vs benchmark across multiple timeframes with intuitive color coding for quick assessment.
### Metrics Table (Bottom Right)
Displays key statistics:
- **ADR%**: Average Daily Range percentage
- **U/D**: Up/Down volume ratio
- **Allocation%**: Recommended position size
- **High ARS%**: Relative strength from high reference
- **Low ARS%**: Relative strength from low reference
## How to Use This Indicator
### For Trend Analysis
1. **Moving Average Ribbon**: Look for price above ascending MAs for bullish trends
2. **MA Alignment**: Bullish when shorter MAs are above longer MAs
3. **Color coordination**: Use consistent color scheme for quick visual analysis
### For Entry/Exit Timing
1. **Performance Table**: Enter when showing consistent outperformance across timeframes
2. **Volume Analysis**: Confirm entries with U/D ratio > 1.5 for strong buying
3. **ARS Values**: Look for positive ARS readings for relative strength confirmation
### For Position Sizing
1. **Allocation System**: Use the recommended allocation percentage
2. **ADR% Consideration**: Adjust position size based on volatility
3. **Risk Management**: Lower allocation in high ADR% stocks
### For Risk Management
1. **ADR% for Stop Loss**: Set stops at 1-2x ADR% below entry
2. **Relative Performance**: Reduce positions when consistently underperforming
3. **Volume Confirmation**: Be cautious when U/D ratio deteriorates
## Best Practices
### Timeframe Recommendations
- **Intraday**: Use lower MA periods (5, 13, 21, 55)
- **Swing Trading**: Default settings work well (13, 21, 55, 189)
- **Position Trading**: Consider higher periods (21, 50, 100, 200)
### Market Conditions
- **Trending Markets**: Focus on MA alignment and relative performance
- **Sideways Markets**: Rely more on ADR% for range trading
- **Volatile Markets**: Reduce allocation percentage regardless of signals
### Customization Tips
1. Adjust reference dates for ARS calculation based on significant market events
2. Change comparison symbol to sector-specific indices for better relative analysis
3. Modify MA periods based on your trading style and market characteristics
## Technical Specifications
- **Version**: Pine Script v6
- **Overlay**: Yes (plots on price chart)
- **Real-time Updates**: Yes
- **Data Requirements**: Minimum 252 bars for complete calculations
- **Compatible Timeframes**: All standard timeframes
## Limitations
- Performance calculations require sufficient historical data
- ARS calculations depend on selected reference dates
- Volume analysis may be less reliable in low-volume stocks
- Relative performance is only as good as the chosen benchmark
This indicator is designed to provide a comprehensive analysis framework rather than simple buy/sell signals. It's recommended to use this in conjunction with your overall trading strategy and risk management rules.
Multi-Timeframe SMA IndicatorOverview
The Multi-Timeframe Simple Moving Average (SMA) Indicator is a technical analysis tool designed for use in TradingView, written in Pine Script (version 6). It calculates and displays SMAs across multiple timeframes on a single chart, enabling traders to analyze price trends from various temporal perspectives simultaneously. This indicator is particularly useful for traders who employ multi-timeframe analysis to confirm trends, identify support and resistance levels, and make informed trading decisions.
Features
Multiple Timeframes: The indicator supports ten customizable timeframes: 1-minute, 2-minute, 3-minute, 5-minute, 15-minute, 30-minute, 1-hour, 4-hour, daily, and weekly. This allows traders to observe price trends across short-term, medium-term, and long-term perspectives.
Configurable SMA Lengths: Users can adjust the periods for three SMAs: 20-period, 50-period, and 200-period. These lengths are commonly used to represent short-term, medium-term, and long-term trends, respectively.
Customizable Colors: Each SMA (20, 50, and 200) can be assigned a unique color (default: blue for SMA 20, red for SMA 50, green for SMA 200) to distinguish them visually across different timeframes.
Overlay on Chart: The indicator is overlaid directly on the price chart, making it easy to compare SMAs with price action without cluttering the workspace.
Flexible Timeframe Selection: Users can modify the timeframes via input settings, allowing adaptability to different trading strategies (e.g., scalping, swing trading, or long-term investing).
Settings
The indicator provides the following configurable inputs:
Timeframe Inputs
1-Minute Timeframe: Default set to '1' (1-minute chart).
2-Minute Timeframe: Default set to '2'.
3-Minute Timeframe: Default set to '3'.
5-Minute Timeframe: Default set to '5'.
15-Minute Timeframe: Default set to '15'.
30-Minute Timeframe: Default set to '30'.
1-Hour Timeframe: Default set to '60'.
4-Hour Timeframe: Default set to '240'.
Daily Timeframe: Default set to 'D'.
Weekly Timeframe: Default set to 'W'.
SMA Length Inputs
SMA Length 20: Default set to 20 periods (short-term trend).
SMA Length 50: Default set to 50 periods (medium-term trend).
SMA Length 200: Default set to 200 periods (long-term trend).
Color Inputs
SMA 20 Color: Default is blue.
SMA 50 Color: Default is red.
SMA 200 Color: Default is green.
Plot Settings
Each SMA is plotted with a linewidth of 1 for most timeframes, except for the weekly timeframe, which uses a linewidth of 2 for better visibility.
Each SMA is labeled with its respective timeframe and period for easy identification in the chart’s legend.
Advantages
Comprehensive Trend Analysis: By displaying SMAs across multiple timeframes, the indicator allows traders to confirm trends across different scales. For example, a bullish signal on a 1-minute chart can be validated by checking alignment with higher timeframes like the 1-hour or daily charts.
Versatility: The indicator is adaptable to various trading styles, including day trading (using shorter timeframes like 1-minute or 5-minute) and swing trading (using 4-hour or daily timeframes).
Customizability: Traders can adjust SMA lengths and timeframes to suit their specific strategies, such as focusing on shorter periods for faster signals or longer periods for more reliable trends.
Visual Clarity: The use of distinct colors and clear labeling helps traders quickly differentiate between SMAs of different periods and timeframes, reducing confusion on complex charts.
Support and Resistance Identification: The 200-period SMA, in particular, often acts as a dynamic support or resistance level, especially on higher timeframes like daily or weekly, aiding in strategic entry and exit points.
Cross-Platform Compatibility: Built in Pine Script v6, the indicator is fully compatible with TradingView’s platform, ensuring seamless integration and performance.
Usage Tips
Trend Confirmation: Use the alignment of SMAs across timeframes to confirm trends. For instance, when the SMA 20 is above the SMA 50, and both are above the SMA 200 on multiple timeframes, it indicates a strong bullish trend.
Crossover Signals: Look for crossovers between the SMA 20 and SMA 50 for potential buy or sell signals. Confirm these with higher timeframe SMAs to filter out false signals.
Multi-Timeframe Strategy: Combine shorter timeframes (e.g., 1-minute, 5-minute) for entry points and longer timeframes (e.g., 4-hour, daily) for trend direction to enhance trade accuracy.
Adjust SMA Lengths: Experiment with different SMA lengths based on the asset’s volatility. For highly volatile assets, shorter SMAs (e.g., 10 or 15) may provide faster signals, while less volatile assets may benefit from longer SMAs.
Limitations
Lagging Indicator: As with all SMAs, this indicator is based on historical data, which may lag behind rapid price movements, potentially delaying signals in fast-moving markets.
Chart Clutter: Plotting SMAs for all ten timeframes can make the chart visually complex. Traders may need to toggle off certain timeframes to focus on relevant ones.
No Signal Generation: The indicator plots SMAs but does not include built-in alerts or signals for crossovers or trend changes, requiring manual interpretation.
Conclusion
The Multi-Timeframe SMA Indicator is a powerful and flexible tool for traders seeking to incorporate multi-timeframe analysis into their strategies. Its ability to display customizable SMAs across various timeframes provides a comprehensive view of market trends, making it suitable for traders of all experience levels. By leveraging its features, traders can enhance their decision-making process, improve trade timing, and better navigate dynamic market conditions.
Volume with High Volume SignalsIndicator Description for Promotional Post (in English)
Unlock Market Insights with the "Volume with High Volume Signals" Indicator!
Are you ready to take your trading to the next level? The Volume with High Volume Signals indicator is your ultimate tool for spotting critical market movements driven by volume surges. Designed for traders who want clarity and precision, this Pine Script indicator combines powerful volume analysis with customizable features to help you stay ahead of the game.
Why Choose This Indicator?
Dynamic Volume Visualization: Watch volume bars come to life with customizable coloring. Choose to color bars based on candle direction (green for bullish, red for bearish) or use a neutral gray for a clean look.
High Volume Detection: Instantly spot significant volume spikes with our advanced highlighting feature. When volume exceeds twice the Simple Moving Average (SMA), bars are highlighted in a bold, customizable color (default: yellow) to signal potential breakout or reversal opportunities.
Dual Moving Averages: Track volume trends with both Simple Moving Average (SMA) and Exponential Moving Average (EMA). Fully customizable periods, colors, and line thickness let you tailor the indicator to your trading style.
Visual Alerts for Key Moments: When volume surges above both SMA and EMA, a vibrant fuchsia triangle appears above the bar, giving you an immediate visual cue for high-impact market activity.
User-Friendly Customization: Adjust every aspect of the indicator—toggle SMA/EMA visibility, set periods, choose colors, and fine-tune line thickness to match your preferences.
Perfect For:
Day traders looking for high-volume breakouts.
Swing traders identifying trend reversals.
Any trader who wants to harness volume as a leading indicator.
Why It’s a Must-Have:
Volume is the heartbeat of the market, and this indicator transforms raw data into actionable insights. Whether you're scalping, swing trading, or analyzing long-term trends, the Volume with High Volume Signals indicator empowers you to make informed decisions with confidence.
Get Started Today!
Add the Volume with High Volume Signals indicator to your TradingView arsenal and start decoding market moves like a pro. Don’t miss out on the edge that top traders rely on—grab this indicator now and elevate your trading strategy!
IU Indicators DashboardDESCRIPTION
The IU Indicators Dashboard is a comprehensive multi-stock monitoring tool that provides real-time technical analysis for up to 10 different stocks simultaneously. This powerful indicator creates a customizable table overlay that displays the trend status of multiple technical indicators across your selected stocks, giving you an instant overview of market conditions without switching between charts.
Perfect for portfolio monitoring, sector analysis, and quick market screening, this dashboard consolidates critical technical data into one easy-to-read interface with color-coded trend signals.
USER INPUTS
Stock Selection (10 Configurable Stocks):
- Stock 1-10: Customize any symbols (Default: NSE:CDSL, NSE:RELIANCE, NSE:VEDL, NSE:TCS, NSE:BEL, NSE:BHEL, NSE:TATAPOWER, NSE:TATASTEEL, NSE:ITC, NSE:LT)
Technical Indicator Parameters:
- EMA 1 Length: First Exponential Moving Average period (Default: 20)
- EMA 2 Length: Second Exponential Moving Average period (Default: 50)
- EMA 3 Length: Third Exponential Moving Average period (Default: 200)
- RSI Length: Relative Strength Index calculation period (Default: 14)
- SuperTrend Length: SuperTrend indicator period (Default: 10)
- SuperTrend Factor: SuperTrend multiplier factor (Default: 3.0)
Visual Customization:
- Table Size: Choose from Normal, Tiny, Small, or Large
- Table Background Color: Customize dashboard background
- Table Frame Color: Set frame border color
- Table Border Color: Configure border styling
- Text Color: Set text display color
- Bullish Color: Color for positive/bullish signals (Default: Green)
- Bearish Color: Color for negative/bearish signals (Default: Red)
LOGIC OF THE INDICATOR
The dashboard employs a multi-timeframe analysis approach using five key technical indicators:
1. Triple EMA Analysis
- Compares current price against three different EMA periods (20, 50, 200)
- Bullish Signal: Price above EMA level
- Bearish Signal: Price below EMA level
- Provides short-term, medium-term, and long-term trend perspective
2. RSI Momentum Analysis
- Uses 14-period RSI with 50-level threshold
- Bullish Signal: RSI > 50 (upward momentum)
- Bearish Signal: RSI < 50 (downward momentum)
- Identifies momentum strength and potential reversals
3. SuperTrend Direction
- Utilizes SuperTrend with configurable length and factor
- Bullish Signal: SuperTrend direction = -1 (uptrend)
- Bearish Signal: SuperTrend direction = 1 (downtrend)
- Provides clear trend direction with volatility-adjusted signals
4. MACD Histogram Analysis
- Uses standard MACD (12, 26, 9) histogram values
- Bullish Signal: Histogram > 0 (bullish momentum)
- Bearish Signal: Histogram < 0 (bearish momentum)
- Identifies momentum shifts and trend confirmations
5. Real-time Data Processing
- Implements request.security() for multi-symbol data retrieval
- Uses barstate.isrealtime logic for accurate live data
- Processes data only on the last bar for optimal performance
WHY IT IS UNIQUE
Multi-Stock Monitoring
- Monitor up to 10 different stocks simultaneously on a single chart
- No need to switch between multiple charts or timeframes
Highly Customizable Interface
- Full color customization for personalized visual experience
- Adjustable table size and positioning
- Clean, professional dashboard design
Real-time Analysis
- Live data processing with proper real-time handling
- Instant visual feedback through color-coded signals
- Optimized performance with smart data retrieval
Comprehensive Technical Coverage
- Combines trend-following, momentum, and volatility indicators
- Multiple timeframe perspective through different EMA periods
- Balanced approach using both lagging and leading indicators
Flexible Configuration
- Easy symbol switching for different markets (NSE, BSE, NYSE, NASDAQ)
- Adjustable indicator parameters for different trading styles
- Suitable for both swing trading and position trading
HOW USERS CAN BENEFIT FROM IT
Portfolio Management
- Quick Portfolio Health Check: Instantly assess the technical status of your entire stock portfolio
- Diversification Analysis: Monitor stocks across different sectors to ensure balanced exposure
- Risk Management: Identify which positions are showing bearish signals for potential exit strategies
- Rebalancing Decisions: Spot strongest performers for potential position increases
Market Screening and Analysis
- Sector Rotation: Compare different sector stocks to identify rotation opportunities
- Relative Strength Analysis: Quickly identify which stocks are outperforming or underperforming
- Market Breadth Assessment: Gauge overall market sentiment by monitoring diverse stock selections
- Trend Confirmation: Validate market trends by observing multiple stock behaviors
Time-Efficient Trading
- Single-Glance Analysis: Get complete technical overview without chart-hopping
- Pre-Market Preparation: Quickly assess overnight changes across multiple positions
- Intraday Monitoring: Track multiple opportunities simultaneously during trading hours
- End-of-Day Review: Efficiently review all watched stocks for next-day planning
Strategic Decision Making
- Entry Point Identification: Spot stocks showing bullish alignment across multiple indicators
- Exit Signal Recognition: Identify positions showing deteriorating technical conditions
- Swing Trading Opportunities: Find stocks with favorable technical setups for swing trades
- Long-term Investment Guidance: Use 200 EMA signals for long-term position decisions
Educational Benefits
- Pattern Recognition: Learn how different indicators behave across various market conditions
- Correlation Analysis: Understand how stocks move relative to each other
- Technical Analysis Learning: Observe multiple indicator interactions in real-time
- Market Sentiment Understanding: Develop better market timing skills through multi-stock observation
Workflow Optimization
- Reduced Chart Clutter: Keep your main chart clean while monitoring multiple stocks
- Faster Analysis: Complete technical analysis of 10 stocks in seconds instead of minutes
- Consistent Methodology: Apply the same technical criteria across all monitored stocks
- Alert Integration: Easy visual identification of stocks requiring immediate attention
This indicator is designed for traders and investors who want to maximize their market awareness while minimizing analysis time. Whether you're managing a portfolio, screening for opportunities, or learning technical analysis, the IU Indicators Dashboard provides the comprehensive overview you need for better trading decisions.
DISCLAIMER :
This indicator is not financial advice, it's for educational purposes only highlighting the power of coding( pine script) in TradingView, I am not a SEBI-registered advisor. Trading and investing involve risk, and you should consult with a qualified financial advisor before making any trading decisions. I do not guarantee profits or take responsibility for any losses you may incur.
Bbhafiz ALERT SIGNAL📌 Indicator Overview
Uses EMA20 & EMA50 to detect trend direction and identify crossover/crossunder points.
RSI filter (default ON) to improve accuracy — BUY only when RSI > 50, SELL only when RSI < 50.
Displays a BUY label below the candle and a SELL label above the candle when signals appear.
AlertCondition added so TradingView can send push notifications, pop-ups, or emails when a signal appears.
⚡ Main Logic:
BUY → EMA20 crosses above EMA50 + RSI > 50 (if filter is ON) + price above EMA20.
SELL → EMA20 crosses below EMA50 + RSI < 50 (if filter is ON) + price below EMA20.
🎯 Advantages of This Version:
No need to stare at the chart — alerts will notify you when a valid setup appears.
Can be used for scalping (M1, M5) or swing trading (H1, H4).
Perfect for busy traders since alerts only trigger on confirmed setups.
LevelUp^ Up On Volume ScreenerThe Up On Volume Screener is a powerful scanner designed to identify stocks exhibiting strong bullish momentum, characterized by a higher close on the day or week accompanied by a significant spike in trading volume compared to the average. This screener allows traders to customize parameters such as moving average lengths, closing range requirements, and proximity to 52-week highs using multiples of the ATR (average true range).
By pinpointing stocks with robust buying pressure and high volume, the Up On Volume screener helps traders uncover potential breakout opportunities, early trend leaders, and stocks demonstrating relative strength, making it an essential tool for momentum, swing, and growth trading strategies.
🔹 Why Search For Up On Volume?
▪ Confirmation of Bullish Momentum: Stocks that close higher on the day/week signal buying pressure and bullish sentiment throughout the session. This helps traders and investors identify names that are attracting demand, possibly due to news, earnings, or sector strength.
▪ Volume Adds Conviction: When a stock closes up with increased volume, it suggests strong participation behind the move — not just a “head fake” or a thinly traded rally. High volume confirms that institutional players or multiple market participants are involved, which often leads to more reliable price trends.
▪ Early Stage Moves: Daily breakouts can often mark the beginning of a larger trend. Catching stocks on days they close up helps pinpoint emerging leaders and stocks transitioning from accumulation to bullish phases.
▪ Technical Strength: A bullish close (especially in the top half of the day’s price range) is a technical sign of demand. This is a favored criterion in many technical analysis strategies for swing trading, momentum trading, and even fundamental breakouts.
🔹 When Is Up On Volume Screen Most Helpful?
▪ After Market Close: Stocks that show strength and close up on high volume often show continued follow-through in the coming days/weeks.
▪ After Major News/Events: When stocks respond positively to news releases, earnings, or sector movements, searching for those that close up can help you catch momentum before it’s widely recognized.
▪ Trend Days: On days when the market is trending (not sideways or choppy), screening for stocks closing up helps you align with the strongest moves and avoid false signals.
▪ Early in Bullish Cycles: Searching for stocks closing up during the early stage of a market rally or sector rotation can help growth traders get in ahead of sustained upward moves.a
▪ Relative Strength Signals True Leadership: When most stocks decline in a weak market, those that hold firm or rise are showing clear relative strength. This means buyers are stepping in even when the broader mood is negative, often signaling institutional accumulation — these are the names likely to become tomorrow’s winners.
▪ Early Clues to New Cycles: Throughout history, the biggest winners in bull markets often began their runs during corrections and bear phases, not after the headlines turn positive. By focusing on stocks that close green on red days, you’re hunting for companies quietly building buying pressure, poised to break out when the tide turns.
▪ Faster Recoveries and Outperformance: Stocks that resist declines tend to rebound earlier and outpace the broader market once conditions improve. These resilient names frequently end up delivering outsized returns, often leading sector rallies or driving new market themes.
🔹 Screening Features - Setting Your Search Criteria
There are various search options that can be customized.
✓ Volume Gap Up %: Minimum volume percent change over the average volume.
✓ Moving Average: Set length for average volume calculations on daily and weekly timeframes.
✓ Closing Range %: Specify the preferred closing range on the day or week.
✓ Price With X ATR of 52-Week High: Filter for stocks within X ATRs of their 52-week highs.
🔹 Installation And Usage
▪ Mark this indicator as a Favorite.
▪ Use the Pine Screener to search for stocks.
▪ Save the search results to a watchlist.
▪ View the watchlist in TradingView.
🔹 Note
Some high-volume breakout scans rely on proprietary formulas. With this screener, every filter can be researched and verified - no black box! The only variables are price, volume % change, closing range and price within a specified ATR of the 52-week high.
ML Compressor Enhanced Trading Indicator# 🤖 ML Enhanced Trading Indicator - Advanced Market Analysis
## 📊 Overview
This is a comprehensive Machine Learning Enhanced Trading Indicator that combines multiple advanced analytical techniques to provide high-probability trading signals. The indicator uses artificial intelligence, pattern recognition, anomaly detection, and traditional technical analysis to identify optimal entry and exit points in the market.
## 🚀 Key Features
### 🧠 **Machine Learning Core**
- **Advanced Pattern Recognition**: Uses cosine similarity, Pearson correlation, and Spearman rank correlation to identify historical patterns
- **AI-Powered Predictions**: Implements multiple correlation methods to forecast price movements
- **Anomaly Detection**: Z-score based detection system for unusual market activities
- **Signal Confidence Scoring**: Reliability assessment for each trading signal
### 📈 **Technical Analysis Integration**
- **Multi-Timeframe RSI Analysis**: 14 and 21-period RSI with oversold/overbought detection
- **MACD Momentum**: Enhanced MACD histogram analysis for trend confirmation
- **Bollinger Bands Position**: Dynamic position tracking within BB channels
- **Volume Analysis**: Spike and dry volume detection with ratio calculations
- **Trend Strength Measurement**: EMA-based trend power analysis
### 🎯 **Perfect Zone Detection**
- **Ideal Buy Zone**: Identifies perfect buying opportunities when 7 conditions align:
- ML Score ≥ 0.60
- Bottom proximity detection
- RSI in 20-35 range
- Volume spike confirmation
- Positive price anomaly
- Bullish pattern match
- Positive MACD momentum
### 📊 **Comprehensive Display Table**
- **Real-time ML Analysis**: Complete breakdown of all indicators
- **Perfect Buy Conditions Tracker**: Visual checklist with completion percentage
- **Performance Metrics**: Win rate tracking and P&L analysis
- **Signal Strength Indicators**: Confidence levels for each signal
## 🔧 **Customizable Parameters**
### **ML Settings**
- **ML Lookback Period**: 20-500 bars (default: 100)
- **Anomaly Threshold**: 1.0-5.0 sensitivity (default: 2.0)
- **Pattern Similarity**: 0.5-0.99 matching threshold (default: 0.80)
- **AI Lookback Period**: 20-200 bars (default: 50)
### **AI Prediction Models**
- **Correlation Methods**: Spearman, Pearson, Cosine Similarity
- **Forecast Length**: 15-250 bars (default: 50)
- **Similarity Type**: Price or %Change analysis
### **Visual Options**
- **Table Position**: Top/Bottom Left/Right positioning
- **Table Size**: Small, Normal, Large options
- **Signal Display**: Toggle buy/sell signals on/off
- **AI Visualization**: Optional prediction paths and ZigZag
## 📋 **How to Use**
### **For Beginners**
1. Add the indicator to your chart
2. Look for "PERFECT BUY" signals in the table
3. Wait for completion percentage ≥ 85% for highest probability trades
4. Use the background color changes as visual confirmation
### **For Advanced Traders**
1. Analyze individual ML components in the detailed table
2. Monitor anomaly detection for unusual market conditions
3. Use pattern confidence levels for trade timing
4. Combine with your existing strategy for confirmation
### **Signal Interpretation**
- **🟢 PERFECT BUY**: All 7 conditions met - highest probability reversal
- **🟡 NEAR BOTTOM**: Close to ideal conditions - monitor closely
- **🔴 NOT READY**: Wait for better setup
- **Strong Buy/Sell Signals**: ML score-based entries with high confidence
## ⚠️ **Important Notes**
### **Risk Management**
- This indicator provides analysis and signals, not guaranteed outcomes
- Always use proper risk management and position sizing
- Consider market conditions and fundamental factors
- Backtest the strategy on your preferred timeframes and assets
### **Best Practices**
- Use multiple timeframe analysis for confirmation
- Combine with support/resistance levels
- Monitor volume confirmation for all signals
- Set appropriate stop-losses and profit targets
### **Performance Tracking**
- The indicator tracks its own performance with win rate calculations
- Monitor the "AI Prediction" accuracy percentage
- Use the P&L tracking to assess signal quality over time
## 🔄 **Updates and Improvements**
This indicator is continuously evolving with:
- Enhanced machine learning algorithms
- Improved pattern recognition capabilities
- Additional correlation methods for better accuracy
- Performance optimization for faster calculations
- New visualization features based on user feedback
## 📚 **Technical Details**
### **Machine Learning Implementation**
- **Pattern Matching**: 20-bar normalized price patterns with historical comparison
- **Correlation Analysis**: Mathematical similarity scoring between current and historical patterns
- **Anomaly Detection**: Statistical Z-score analysis across price, volume, and RSI
- **Signal Weighting**: Multi-factor scoring system with optimized weights
### **Algorithm Components**
1. **Feature Extraction**: Price, volume, momentum, volatility, and trend features
2. **Pattern Recognition**: Historical pattern database with similarity matching
3. **Anomaly Detection**: Multi-dimensional Z-score threshold analysis
4. **Signal Generation**: Weighted scoring system with confidence intervals
5. **Performance Tracking**: Real-time win rate and accuracy monitoring
### **Calculation Methods**
- **Trend Strength**: (EMA8 - EMA21) / EMA21 * 100
- **Volume Ratio**: Current Volume / 20-period SMA Volume
- **BB Position**: (Close - BB_Lower) / (BB_Upper - BB_Lower)
- **Anomaly Score**: Average of normalized Z-scores for price, volume, and RSI
## 🎨 **Visual Elements**
### **Background Colors**
- **Light Green**: Perfect buy zone detected
- **Light Red**: Perfect sell zone detected
- **Light Blue**: Near bottom proximity
- **Green/Red Transparency**: Price anomaly detection
### **Signal Shapes**
- **Green Triangle Up**: Strong buy signal
- **Red Triangle Down**: Strong sell signal
- **Aqua Diamond**: Perfect buy zone entry
- **Purple Diamond**: Perfect sell zone entry
### **Table Information**
- **ML Complete Analysis**: 16 comprehensive metrics
- **Perfect Buy Conditions**: 7-point checklist with status indicators
- **Real-time Values**: Live updating of all calculations
- **Color-coded Status**: Green (good), Yellow (moderate), Red (caution)
## 🔍 **Troubleshooting**
### **Common Issues**
- **Table Not Showing**: Enable "Show ML Table" in settings
- **No Signals Appearing**: Check "Show Buy/Sell Signals" option
- **Performance Issues**: Reduce ML Lookback Period for faster calculation
- **Too Many/Few Signals**: Adjust Anomaly Threshold sensitivity
### **Optimization Tips**
- **For Day Trading**: Use lower timeframes (1m, 5m, 15m) with reduced lookback periods
- **For Swing Trading**: Use higher timeframes (1h, 4h, 1D) with standard settings
- **For Scalping**: Enable only strong signals and reduce pattern similarity threshold
- **For Long-term**: Increase all lookback periods and use daily/weekly timeframes
## 📖 **Disclaimer**
This indicator is for educational and informational purposes only. It should not be considered as financial advice. Trading involves substantial risk of loss and is not suitable for all investors. Past performance does not guarantee future results.
### **Risk Warning**
- All trading involves risk of substantial losses
- Never risk more than you can afford to lose
- This indicator does not guarantee profitable trades
- Always use proper risk management techniques
- Consider consulting with a financial advisor
### **Liability**
The creator of this indicator is not responsible for any losses incurred from its use. Users should thoroughly test and understand the indicator before using it with real money.
### **Feature Requests**
- Suggest improvements through TradingView comments
- Report bugs with detailed descriptions
- Share successful strategies using the indicator
- Contribute to community discussions
## 🏆 **Credits and Acknowledgments**
This indicator builds upon various open-source libraries and mathematical concepts:
- TradingView ZigZag library for visualization
- Statistical correlation methods from academic research
- Machine learning concepts adapted for financial markets
- Community feedback and testing contributions
## 📈 **Performance Metrics**
The indicator includes built-in performance tracking:
- **Win Rate Calculation**: Percentage of profitable signals
- **Signal Accuracy**: ML prediction vs actual price movement
- **Drawdown Tracking**: Current unrealized P&L from last signal
- **Completion Percentage**: How many perfect conditions are met
## 🔬 **Mathematical Foundation**
### **Correlation Calculations**
- **Pearson**: Measures linear correlation between patterns
- **Spearman**: Rank-based correlation for non-linear relationships
- **Cosine Similarity**: Vector-based similarity for pattern matching
### **Statistical Methods**
- **Z-Score**: (Value - Mean) / Standard Deviation
- **Pattern Normalization**: Price / Price
- **Volatility Percentile**: Historical ranking of current volatility
- **Momentum Calculation**: Price change over multiple periods
## 🎯 **Trading Strategies**
### **Conservative Approach**
- Wait for Perfect Buy Zone (85%+ completion)
- Use higher timeframes for confirmation
- Set stop-loss at recent swing low
- Take profits at resistance levels
### **Aggressive Approach**
- Trade on Strong Buy/Sell signals
- Use lower completion thresholds (70%+)
- Tighter stop-losses with faster exits
- Higher position sizes with confirmed trends
### **Hybrid Strategy**
- Combine with other indicators for confirmation
- Use different settings for different market conditions
- Scale in/out based on signal strength
- Adjust parameters based on market volatility
📱 Mobile EMA + Trendline Bias (edegrano)📱 Mobile EMA + Trendline Bias (edegrano) — User Manual
What It Does
This indicator helps you spot strong bullish or bearish trends by combining:
EMA Bias: Using the relationship between EMA 50 and EMA 200 on your chosen timeframe.
Trendline Slope Bias: Using linear regression trendlines on fixed 1-minute, 3-minute, and 5-minute charts.
Signal Dots: Visual buy/sell signals limited to the first 3 occurrences after the last opposite signal to avoid noise.
Summary Table: Shows the current trend bias and final suggestion.
EMA Plots: Shows EMA 50, EMA 100, and EMA 200 lines on your chart.
Tag Label: Displays a small signature tag “📱 edegrano Mobile” on the chart.
Inputs
Input Name Description Default Notes
Custom EMA Timeframe (userTF) Timeframe used to calculate EMAs "1" (1 min) Choose your preferred timeframe (e.g., 1, 3, 5, 15, 60 minutes, etc.)
Show EMAs on Chart (showEMA) Toggle EMA lines visibility true Show or hide EMA 50, 100, and 200 lines
Linear Regression Length (regLen) Length of bars used in regression 20 Adjusts sensitivity of regression trendlines (lower = more responsive)
Show EMA Bias Row (showRowEMA50) Show/hide EMA bias row in the table true Display the EMA 50 > EMA 200 bias status in table
Show Trendline Bias Row (showRowTrend) Show/hide trendline slope row in table true Display the trendline slope bias status in table
How to Use
Set Your Timeframe:
Choose the timeframe for EMA calculations (userTF) depending on your trading style.
Scalpers might use 1-5 minute charts.
Day traders might choose 5-30 minutes.
Swing traders could go 1 hour or more.
Watch the EMA Lines:
EMA 50 (blue), EMA 100 (black), and EMA 200 (red) are plotted on your chart.
These lines help you visualize trend direction and momentum.
Understand the Bias Conditions:
EMA Bias:
Bullish: EMA 50 > EMA 200
Bearish: EMA 50 < EMA 200
Trendline Slope Bias:
Calculated on fixed 1m, 3m, and 5m charts.
Bullish if slope of all 3 regression lines is up (current value > previous).
Bearish if slope of all 3 regression lines is down.
Look for Signal Dots:
Green (lime) dots below bars: Strong Buy signals (first 3 occurrences only after last sell).
Red dots above bars: Strong Sell signals (first 3 occurrences only after last buy).
This limitation helps reduce noise from too many signals.
Check the Table (Bottom Left):
Shows EMA bias and trendline slope status.
Displays overall final suggestion:
Strong Buy 💎
Strong Sell 💎
Mixed / Neutral
Tag Label:
A small label "📱 edegrano Mobile" appears on the chart for easy identification.
Tips & Best Practices
Adjust Regression Length (regLen):
Lower values (e.g., 15-20) react faster but may generate false signals.
Higher values (30-50) smooth noise but react slower — better for longer-term trades.
Combine with Other Indicators:
Use volume, candlestick patterns, or support/resistance to confirm signals.
Don’t Trade Against the Signal:
Avoid entering buy trades during a “Strong Sell” phase and vice versa.
Monitor Multiple Timeframes:
Consider confirming trends on higher timeframes.
Parameter Suggestions by Trading Style
Style EMA Timeframe Regression Length (regLen)
Scalping 1 min 15 - 20
Day Trading 5 - 15 min 20 - 30
Swing Trading 1 hour or higher 30 - 50
Position Trading 4 hour, Daily, Weekly 50 - 100