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AI Academy: Volume k-NN [PhenLabs]📊 AI Academy: Volume k-NN Version: PineScript™ v6 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📌 Description AI Academy: Volume k-NN (Theory Edition) is an educational indicator designed to demystify how artificial intelligence pattern recognition works directly on your TradingView charts. Rather than being a black-box signal generator, this tool visualizes the entire k-Nearest Neighbors algorithm process in real-time, showing you exactly how AI identifies similar historical patterns and generates predictions. The indicator scans up to 2,000 historical bars to find patterns that match your current price action, then uses an ensemble of the closest matches to project potential future movement. What sets this apart is the integrated “AI Grimoire”—an interactive educational book overlay that teaches core machine learning concepts through four illuminating chapters. Whether you’re a trader curious about AI methodology or a developer learning algorithmic concepts, this indicator transforms abstract machine learning theory into tangible, visual understanding. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🚀 Points of Innovation • First TradingView indicator to visualize k-NN algorithm execution in real-time with full transparency • Interactive “AI Grimoire” educational overlay teaches machine learning concepts while you trade • Dual-mode pattern matching combines price action with optional volume confirmation • Confidence-based opacity system visually communicates prediction reliability • Historical match visualization shows exactly which past patterns informed the prediction • Ghost bar projections display averaged ensemble predictions with adjustable forecast horizons ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔧 Core Components • Pattern Capture Engine: Converts recent price action into logarithmic returns for normalized comparison across different price levels • k-NN Search Algorithm: Calculates Euclidean distance between current pattern and historical patterns to find closest matches • Volume Weighting System: Optional feature that incorporates volume patterns into distance calculations with adjustable influence • Ensemble Predictor: Averages future returns from k-nearest historical matches to generate consensus forecast • Confidence Calculator: Measures average distance of top matches to determine prediction reliability on 0-100% scale • AI Grimoire Display: Table-based educational overlay rendering book-style content with chapter navigation ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔥 Key Features • Adjustable Pattern Length: Define how many bars constitute the current pattern for matching (5-100 bars) • Configurable Search Depth: Control how far back the algorithm searches for historical matches (500-4,900 bars) • Flexible k-Neighbors: Select how many closest matches inform the prediction (1-20 neighbors) • Volume Toggle: Enable or disable volume pattern matching for different market conditions • Volume Influence Slider: Fine-tune the weight given to volume vs. price patterns (0-100%) • Ghost Bar Count: Adjust how many future bars the indicator projects (3-15 bars) • Minimum Confidence Filter: Set threshold to hide low-confidence predictions • Historical Match Display: Toggle visibility of colored boxes marking source patterns ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🎨 Visualization • Blue Scanner Box: Highlights current pattern being analyzed labeled “AI INPUT (The Prompt)” • Green Historical Boxes: Mark past patterns where price subsequently moved bullish • Red Historical Boxes: Mark past patterns where price subsequently moved bearish • Ghost Bars: Semi-transparent candles projecting into the future showing predicted price path • Confidence Label: Displays prediction confidence percentage and number of matches used • AI Grimoire Book: Leather-bound book overlay in top-right corner with navigable chapters ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📖 Usage Guidelines Algorithm Settings • Pattern Length — Default: 20 | Range: 5-100 | Controls how many recent bars define the pattern. Shorter values find more matches but less specific. Longer values find fewer but more precise matches. • Search Depth — Default: 2000 | Range: 500-4900 | Determines how many historical bars to scan. Higher values find more potential matches but increase computation time. • k-Neighbors — Default: 5 | Range: 1-20 | Number of closest matches to use for prediction. Higher values smooth predictions but may dilute strong signals. • Ghost Bar Count — Default: 5 | Range: 3-15 | How many future bars to project. Shorter horizons are typically more reliable. • Use Volume Matching — Default: Off | When enabled, patterns must match on both price AND volume characteristics. • Volume Influence — Default: 30% | Range: 0-100% | Weight given to volume pattern when volume matching is enabled. Visualization Settings • Bullish/Bearish Match Colors — Customize colors for historical match boxes based on outcome direction. • Min Confidence % — Default: 60 | Predictions below this threshold will not display. • Show Historical Matches — Default: On | Toggle visibility of source pattern boxes on chart. Education Settings • Select Chapter — Navigate through AI Grimoire chapters or keep book closed for clean chart view. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✅ Best Use Cases • Learning how k-Nearest Neighbors algorithm functions in a trading context • Understanding the relationship between historical patterns and forward predictions • Identifying when current market conditions resemble past scenarios • Supplementing discretionary analysis with pattern-based confluence • Teaching others machine learning concepts through visual demonstration • Validating whether volume confirms price pattern formations • Building intuition for what AI “sees” when analyzing charts ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ⚠️ Limitations • Past pattern similarity does not guarantee future outcome similarity • Requires sufficient historical data (minimum 500+ bars) to function properly • Computation-intensive on lower timeframes with maximum search depth • Cannot predict truly novel “black swan” events not represented in historical data • Volume matching less effective on assets with inconsistent volume reporting • Predictions become less reliable as forecast horizon extends further out • Educational overlay may obstruct chart view on smaller screens ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💡 What Makes This Unique • Full Transparency: Unlike black-box AI tools, every step of the algorithm is visualized on your chart • Integrated Education: The AI Grimoire teaches machine learning concepts without leaving TradingView • Theory Meets Practice: See exactly which historical patterns inform each prediction • Honest Uncertainty: Confidence scoring and opacity fading acknowledge when the AI “doesn’t know” • Dual-Mode Analysis: Optional volume weighting adds institutional-quality analysis dimension ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔬 How It Works 1. Pattern Capture: On each bar, the indicator captures the most recent price changes as logarithmic returns, creating a normalized “fingerprint” of current market behavior. If volume matching is enabled, volume changes are captured similarly. 2. Historical Search: The algorithm iterates through up to 2,000 historical bars, calculating the Euclidean distance between the current pattern fingerprint and each historical pattern. Distance combines price similarity and optional volume similarity based on weight settings. 3. Neighbor Selection: All historical patterns are ranked by similarity (lowest distance = most similar). The k-closest matches are selected as the “ensemble council” that will inform the prediction. 4. Confidence Calculation: Average distance of top-k matches determines confidence. Tighter clustering of similar patterns yields higher confidence scores, while scattered or distant matches produce lower confidence. 5. Prediction Generation: Future returns from each historical match (what happened AFTER those patterns) are averaged together. This ensemble average is applied to current price to generate ghost bar projections. 6. Visualization: Historical match locations are marked with colored boxes (green for bullish outcomes, red for bearish). Ghost bars render with opacity tied to confidence level—higher confidence means more solid bars. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💡 Note: This indicator is designed primarily for educational purposes —to help traders understand how AI pattern recognition algorithms function. While the predictions can supplement your analysis, they should never be used as the sole basis for trading decisions. The AI Grimoire chapters explain key concepts including why AI “hallucinates” during unprecedented market events. Always combine with proper risk management and additional confirmation. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Chỉ báo Pine Script®
của PhenLabs
MVRV Ratio Indicator [captainua]MVRV Ratio Indicator - Market Value to Realized Value Ratio Overview This professional indicator calculates and visualizes the MVRV (Market Value to Realized Value) ratio (raw, non-Z-score) with optional MVRV-Z overlay, comparing current market capitalization to realized capitalization to help identify potential market tops and bottoms for cryptocurrency markets. Unlike MVRV-Z which normalizes the ratio using standard deviation (creating a Z-score), the raw MVRV ratio provides direct comparison between market cap and realized cap. This indicator enhances the raw ratio with historical percentile bands, percentile rank calculation, divergence detection, historical event logging, dynamic color gradients, enhanced visualization options, optional MVRV-Z comparison, and NEW advanced metrics including Risk Score, MVRV Momentum, Time in Zone tracking, and Price Target calculations. NEW Features in This Version: • Risk Score (0-100): Composite indicator based on MVRV level and percentile rank for instant risk assessment • MVRV Momentum: Rate of change indicator showing trend direction (↑ Increasing, ↓ Decreasing, → Flat) • Time in Zone: Tracks how long MVRV has been in the current zone (top/bottom/neutral) in bars • Price Targets: Calculates price levels at key MVRV thresholds (fair value, top, bottom) • Input Validation: Warns about invalid parameter combinations (e.g., extreme thresholds out of order) • Multiple Smoothing Options: SMA, EMA, WMA, RMA for noise reduction • Performance Optimized: Cached request.security() calls, ta.percentrank() for efficiency • Human-Readable Timestamps: Event log now shows dates (YYYY-MM-DD) instead of bar indices Core Calculations MVRV Ratio Calculation: The script calculates MVRV ratio using the standard formula: MVRV Ratio = Market Cap / Realized Cap. This formula provides a direct ratio without normalization, showing how many times the current market cap exceeds (or falls below) the realized cap. Market Capitalization (Market Cap): The total market value of all coins in circulation, calculated as current price × circulating supply. This represents the market's current valuation of the asset. Realized Capitalization (Realized Cap): The sum of the value of each coin when it last moved on-chain, representing the average cost basis of all coins. Raw Ratio Interpretation: - Ratio > 3.5: Extreme overvaluation (market cap significantly above realized cap) - Ratio 2.5-3.5: Moderate overvaluation - Ratio 1.0-2.5: Fair value to moderate overvaluation - Ratio 0.8-1.0: Fair value to moderate undervaluation - Ratio < 0.8: Undervaluation (market cap close to or below realized cap) Risk Score (NEW): Composite risk indicator ranging from 0-100: - 80-100: Very High Risk (extreme overvaluation) - 60-80: High Risk (overvaluation) - 40-60: Moderate Risk (fair value range) - 20-40: Low Risk (undervaluation) - 0-20: Very Low Risk (extreme undervaluation) The risk score uses percentile rank when available, or normalizes MVRV ratio to the 0-100 scale based on configured thresholds. MVRV Momentum (NEW): Rate of change indicator showing trend direction: - ↑ Increasing: MVRV ratio rising (momentum > 0.01) - ↓ Decreasing: MVRV ratio falling (momentum < -0.01) - → Flat: MVRV ratio stable - Displays percentage change over configurable period (default: 14 bars) Time in Zone (NEW): Tracks duration in current zone: - Top Zone: Bars spent above top threshold (3.5) - Bottom Zone: Bars spent below bottom threshold (0.8) - Neutral Zone: Bars spent between thresholds - Resets when zone changes - Helps identify prolonged extreme conditions Price Targets (NEW): Calculates price levels at key MVRV thresholds: - Price @ Fair Value: Price when MVRV = 1.0 - Price @ Top Threshold: Price when MVRV = 3.5 - Price @ Bottom Threshold: Price when MVRV = 0.8 - Based on estimated realized price (current price / MVRV ratio) Data Source Selection: The indicator supports multiple data source options for maximum flexibility: Glassnode (Recommended): - Uses Glassnode Market Cap data - Calculates MVRV from Market Cap / Realized Cap - Symbol format: GLASSNODE:{TOKEN}_MARKETCAP - Requires Glassnode data subscription - Also requires CoinMetrics for Realized Cap - Best for comprehensive analysis with MVRV-Z comparison IntoTheBlock: - Direct MVRV ratio data from IntoTheBlock - Simplest option - no calculations required - Works for BTC and other supported tokens - Symbol format: INTOTHEBLOCK:{TOKEN}_MVRV - Requires IntoTheBlock data subscription on TradingView Historical Percentile Bands: The indicator calculates rolling percentile bands over a configurable period (default: 500 bars): - 5th Percentile: Very low historical values (extreme undervaluation range) - 25th Percentile: Lower quartile (undervaluation range) - 50th Percentile: Median (fair value center) - 75th Percentile: Upper quartile (overvaluation range) - 95th Percentile: Very high historical values (extreme overvaluation range) Percentile bands use ta.percentile_nearest_rank() for efficient calculation. Percentile Rank: Percentile rank shows where the current MVRV ratio sits in the historical distribution (0-100%): - 0-25%: Bottom quartile (undervaluation) - 25-50%: Lower half (moderate undervaluation to fair value) - 50-75%: Upper half (fair value to moderate overvaluation) - 75-100%: Top quartile (overvaluation) Now uses efficient ta.percentrank() instead of array-based calculation. Input Validation (NEW): The indicator validates input parameters and displays warnings for: - Extreme High Threshold should be > Top Threshold - Extreme Low Threshold should be < Bottom Threshold - Min Lookback Range must be < Max Lookback Range - Top Threshold should be > Moderate Overvalued - Moderate Overvalued should be > Fair Value - Fair Value should be > Bottom Threshold - Rapid Increase Threshold should be > 0 - Rapid Decrease Threshold should be < 0 Smoothing Options (Enhanced): Multiple smoothing types available: - SMA: Simple Moving Average (equal weight) - EMA: Exponential Moving Average (more weight to recent) - WMA: Weighted Moving Average (linear weight) - RMA: Running Moving Average (Wilder's smoothing) Reference Levels Overvalued (Potential Top) - 3.5: The 3.5 level indicates potentially extreme overvaluation. When MVRV ratio exceeds this threshold: - Market cap is significantly above realized cap - Potential selling opportunities for profit-taking - Risk of market corrections or reversals - Risk Score typically >80 (Very High Risk) Moderately Overvalued - 2.5: The 2.5 level indicates moderate overvaluation: - Market cap is above realized cap but not extreme - Caution warranted but not necessarily sell signal - Risk Score typically 60-80 (High Risk) Fair Value - 1.0: The 1.0 level indicates fair valuation: - Market cap equals realized cap - Balanced market conditions - Risk Score typically 40-60 (Moderate Risk) Undervalued (Potential Bottom) - 0.8: The 0.8 level indicates potentially undervalued conditions: - Market cap is close to or below realized cap - Potential buying opportunities for accumulation - Risk Score typically <40 (Low Risk) Visual Features MVRV Ratio Line: The main indicator line displays the calculated MVRV ratio with dynamic color gradient: - Bright Red: Extreme overvaluation (ratio ≥ top threshold + 0.5) - Orange: High overvaluation (ratio ≥ top threshold) - Cornflower Blue: Neutral/Fair value (around fair value level) - Deep Sky Blue: Low/Undervaluation (ratio ≤ bottom threshold) - Bright Green: Extreme undervaluation (ratio ≤ bottom threshold - 0.1) Can also be displayed as histogram/bar chart. Historical Percentile Bands: Five percentile bands with optional fills: - 5th Percentile (Blue): Very low historical range - 25th Percentile (Blue): Lower quartile - 50th Percentile (Gray): Historical median - 75th Percentile (Orange): Upper quartile - 95th Percentile (Red): Very high historical range Reference Lines: Horizontal reference lines at key levels (all customizable): - Top Threshold (default 3.5): Purple/violet - Moderate Overvalued (default 2.5): Orange - Fair Value (1.0): Gray - Bottom Threshold (default 0.8): Blue Background Highlights: Optional background color highlights: - High Zone (Maroon/Red): MVRV ratio ≥ top threshold - Low Zone (Green): MVRV ratio ≤ bottom threshold Divergence Detection: Advanced divergence detection between price and MVRV ratio: - Regular Bullish Divergence: Price lower low + MVRV higher low - Regular Bearish Divergence: Price higher high + MVRV lower high - Hidden Bullish Divergence: Price higher low + MVRV lower low - Hidden Bearish Divergence: Price lower high + MVRV higher high - Visual markers with icons (🐂/🐻) and connecting lines Historical Event Log (Enhanced): Comprehensive event tracking: - Tracks zone entries/exits, extreme values, cross events - Now displays human-readable dates (YYYY-MM-DD) instead of bar indices - Color-coded events (red for top/high, green for bottom/low) - Configurable log size (5-50 events) Information Table (Enhanced): Comprehensive on-chart table with NEW metrics: Current Values: - MVRV Ratio: Current ratio value - Percentile Rank: Position in historical distribution (0-100%) - Risk Score (NEW): Composite risk indicator (0-100) with risk level - Market Status: Current market condition - Signal: Trading signal (Strong Buy/Buy/Hold/Sell/Strong Sell) - MVRV Momentum (NEW): Trend direction with percentage change - Time in Zone (NEW): Current zone and duration in bars Price Information (Enhanced): - Current Price: Current market price - Est. Realized Price: Estimated realized price - Price @ Fair Value (NEW): Price when MVRV = 1.0 - Price @ Top Threshold (NEW): Price when MVRV = 3.5 - Price @ Bottom Threshold (NEW): Price when MVRV = 0.8 Other Metrics: - Percentile Bands: Range from 5th to 95th percentile - MVRV-Z Score: Z-score value (when comparison enabled) - Change (1D/1W/1M): Ratio change over timeframes - To Top/Bottom: Percentage distance to key levels - Historical Range: Percentage below ATH / above ATL - 30D Volatility: Standard deviation Historical Event Log: - Recent events with dates and values - Color-coded for quick identification Alert System Comprehensive alerting capabilities: Zone Alerts: - Top Zone Entry/Exit - Bottom Zone Entry/Exit Cross Alerts: - Cross Above/Below Top Threshold - Cross Above/Below Fair Value (1.0) Extreme Value Alerts: - Extreme High (configurable, default: 4.5) - Extreme Low (configurable, default: 0.7) Rate of Change Alerts: - Rapid Increase/Decrease Divergence Alerts: - Bullish/Bearish Divergence - Hidden Bullish/Bearish Divergence All alerts support cooldown to prevent spam. Usage Instructions Getting Started: 1. Select data source (Glassnode recommended) 2. Enable Risk Score for composite risk assessment (0-100) 3. Enable MVRV Momentum to track trend direction 4. Enable Time in Zone to see zone duration 5. Enable Price Targets to see price levels at key thresholds 6. Use weekly timeframe for cleaner signals Risk-Based Position Sizing: Use Risk Score to guide position sizing: - Risk Score >80 (Very High Risk): Reduce/exit positions - Risk Score 60-80 (High Risk): Smaller positions, caution - Risk Score 40-60 (Moderate Risk): Normal positions - Risk Score 20-40 (Low Risk): Larger positions opportunity - Risk Score <20 (Very Low Risk): Strong accumulation zone Momentum-Based Analysis: Use MVRV Momentum for trend confirmation: - ↑ Increasing + High MVRV: Late bull market, caution - ↑ Increasing + Low MVRV: Recovery phase, bullish - ↓ Decreasing + High MVRV: Distribution, potential top - ↓ Decreasing + Low MVRV: Capitulation, accumulation opportunity Zone Duration Analysis: Use Time in Zone for context: - Extended time in Top Zone: Late cycle, increased reversal risk - Extended time in Bottom Zone: Accumulation opportunity - Quick zone transitions: Higher volatility regime Price Target Usage: Use Price Targets for planning: - Price @ Fair Value: Natural equilibrium level - Price @ Top Threshold: Potential distribution target - Price @ Bottom Threshold: Potential accumulation target Technical Specifications - Pine Script Version: v6 - Indicator Type: Non-overlay (displays in separate panel) - Repainting Behavior: Minimal - calculations based on confirmed bar data - Performance: Optimized with cached request.security() calls and ta.percentrank() - Input Validation: Validates parameter combinations with warnings - Compatibility: Works on all timeframes (data sources provide daily resolution) - Edge Case Handling: Zero-division protection, NA value handling, boundary checks Performance Optimizations: - Cached request.security() calls for Market Cap, Realized Cap, and IntoTheBlock data - Efficient ta.percentrank() replaces array-based percentile calculation - Consolidated duplicate code (color functions, state tracking) - Single-line ternary expressions for Pine Script compatibility Constants: - MAX_HISTORY_BARS = 5000 (TradingView's limit) - PERCENTILE_EXTREME_HIGH = 90.0 - PERCENTILE_HIGH = 75.0 - PERCENTILE_MID = 50.0 - PERCENTILE_LOW = 25.0 - MIN_PERCENTILE_SAMPLES = 10 - DEFAULT_VOLATILITY_HIGH = 0.1 Known Limitations - Data availability: Requires valid data subscription (IntoTheBlock, Glassnode, or CoinMetrics) - Token support: Works with tokens supported by the selected data source - Historical data: Percentile calculations require sufficient history (200+ bars recommended) - Timeframe: Always uses daily resolution data from providers; works on all chart timeframes - History limit: All lookback periods capped at 5000 bars Changelog Latest Version: - Added Risk Score (0-100) composite indicator - Added MVRV Momentum with trend direction - Added Time in Zone tracking - Added Price Target calculations - Added Input Validation with warnings - Added multiple smoothing options (SMA, EMA, WMA, RMA) - Improved performance with cached security calls - Replaced array-based percentile with ta.percentrank() - Human-readable timestamps in event log (YYYY-MM-DD) - Fixed hline() conditional value bug - Consolidated duplicate code - Updated indicator name for clarity For detailed usage instructions, see the script comments.
Chỉ báo Pine Script®
của captain_ua
2
Scalp Breakout Predictor Pro - by Herman Sangivera (Papua)Scalp Breakout Predictor Pro by Herman Sangivera ( Papuan Trader ) Overview The Scalp Breakout Predictor Pro is a high-performance technical indicator designed for scalpers and day traders who thrive on market volatility. This tool specializes in identifying "Squeeze" phases—periods where the market is consolidating sideways—and predicts the likely direction of the upcoming breakout using underlying momentum accumulation. How It Works The indicator combines three core mathematical concepts to ensure "Safe but Fast" entries: Squeeze Detection (BB vs. KC): It monitors the relationship between Bollinger Bands and Keltner Channels. When Bollinger Bands contract inside the Keltner Channels, the market is in a "Squeeze" (represented by the gray background). This indicates that energy is being coiled for a massive move. Momentum Accumulation (Pre-Signal): While the price is still moving sideways, the script analyzes linear regression momentum. PRE-BULL: Momentum is building upwards despite price being flat. PRE-BEAR: Momentum is fading downwards despite price being flat. Breakout Confirmation: An entry signal is only triggered when the Squeeze "fires" (the price breaks out of the bands), ensuring you don't get stuck in a dead market for too long. Key Features Real-time Prediction Labels: Get early warnings (PRE-BULL / PRE-BEAR) to prepare for the trade before it happens. Dynamic TP/SL Lines: Automatically calculates Take Profit and Stop Loss levels based on the Average True Range (ATR), adapting to the current market's "breath." On-Screen Dashboard: A sleek table in the top-right corner displays the current market phase (Squeeze vs. Volatile), the predicted next move, and the current ATR value. Pine Script V6 Optimized: Built using the latest version of TradingView’s coding language for maximum speed and compatibility. Trading Rules Preparation: When you see a Gray Background, the market is sideways. Watch the Dashboard for the "Potential" direction. Anticipation: If a PRE-BULL or PRE-BEAR label appears, get ready to enter. Execution: Enter the trade when the ENTRY BUY (Lime Triangle) or ENTRY SELL (Red Triangle) signal appears. Exit: Follow the Green Line for Take Profit and the Red Line for Stop Loss. Technical Settings HMA Length: Adjusts the sensitivity of the trend filter (Hull Moving Average). TP/SL Multipliers: Allows you to customize your Risk:Reward ratio based on ATR volatility. Squeeze Length: Determines the lookback period for consolidation detection. Disclaimer: Scalping involves high risk. Always test this indicator on a demo account before using it with live capital.
Chỉ báo Pine Script®
của hermanwomsiwor
Advanced Scalping Navigator free by S B PrasadAdvanced Scalping Navigator Lite • Features by S B Prasad Advanced Scalping Navigator Lite is a powerful multi-factor scalping and intraday indicator designed to generate high-probability BUY and SELL signals using trend, momentum, volatility, and smart-money concepts. This FREE version retains the complete core signal engine while limiting certain premium visual and channel features. 🚀 Core Features (Included in Lite Version) ✅ High-Accuracy BUY & SELL Signals Signals are generated only when multiple technical and structural conditions align, including: ATR-based trend direction & strength EMA trend bias MACD momentum RSI confirmation VWAP institutional bias Ribbon & Hull MA filters Higher-timeframe (HTF) trend confirmation Smart-money liquidity sweep validation Supply & demand zone filtering Session-based trading filter ✅ Smart-Money Liquidity Sweeps Detects equal highs/lows and stop-hunt behavior to identify institutional accumulation or distribution before issuing signals. ✅ Supply & Demand Zones Automatically plots demand and supply zones using pivot-based market structure to improve trade location quality. ✅ Higher-Timeframe (HTF) Confirmation Filters trades in the direction of the dominant higher-timeframe trend for better probability alignment. ✅ Session Filter (Market Timing Control) Limits signals to selected market sessions: Indian Market London Session New York Session ✅ Multi-Factor Confirmation Engine Combines EMA, MACD, RSI, VWAP, Ribbon, and HMA into a weighted factor score to avoid low-quality trades. ✅ Real-Time Dashboard Panel On-chart dashboard displaying: Trend direction Trend strength Factor alignment score HTF bias Zone context Signal state Session status 🔒 Features Limited or Disabled in Lite Version The following premium visuals and channels are not available in the FREE version: ❌ ATR trendline (dynamic support / resistance) ❌ ATR trendline strength coloring ❌ Full ATR channel (upper / average / lower) ❌ Channel fills & premium visual layers ❌ Pivot ATR trend channel visuals ❌ Enhanced trend-zone background fills 🎯 Best For Intraday traders Scalpers Index & stock traders Futures and options traders Traders who prefer clean charts with powerful signals 📣 Join Our Telegram (Updates & PRO Access) 👉 Telegram: t.me 💬 For updates, support & PRO version access, join our Telegram. ⚠️ Disclaimer This indicator is for educational and informational purposes only. It does not constitute financial advice. Trading involves risk. Always use proper risk management.
Chỉ báo Pine Script®
của ritaprasad43
Crypto Prev Day/Week Hi-Lo (UTC)escription Crypto Prev + This Day/Week Hi-Lo (UTC) plots key high/low levels for crypto markets using a 24-hour session anchored to 00:00 UTC. This indicator is designed for traders who treat crypto as a true 24/7 market and want consistent, global day/week levels that don’t shift with daylight savings. What it plots PDH / PDL = Previous Day High / Previous Day Low PWH / PWL = Previous Week High / Previous Week Low TWH / TWL = This Week High / This Week Low 00:00 UTC vertical line = marks the start of a new UTC day Abbreviations PDH = Previous Day High PDL = Previous Day Low PWH = Previous Week High PWL = Previous Week Low TWH = This Week High TWL = This Week Low UTC = Coordinated Universal Time (global standard time reference)
Chỉ báo Pine Script®
của yaanii
Gold Intelligence - Final Sniper v12 by Herman Sangivera(Papua)🚀 Gold Intelligence - Final Sniper v12 by Herman Sangivera ( Papua ) Overview Gold Intelligence - Final Sniper v12 is a cutting-edge technical indicator specifically engineered for high-volatility instruments like XAU/USD (Gold). This indicator merges advanced Price Action candlestick recognition algorithms with institutional volume analysis and real-time market sentiment to deliver precision entry signals. The primary goal of this tool is to filter out market "noise" and highlight only High Probability Setups that meet strict technical criteria. 🛡️ Key Features Smart Pattern Recognition: Automatically identifies high-impact patterns: Pin Bars (psychological rejection) and Engulfing Candles (institutional dominance). Probability Scoring: Every signal is assigned a percentage (%) score based on volume confirmation and price intensity. Signals only trigger when they exceed the minimum threshold (default 75%). Real-Time Sentiment Dashboard: An exclusive on-chart panel that monitors the balance of Buy/Sell pressure instantly. Dynamic Risk Management: Automatically projects Take Profit (TP) and Stop Loss (SL) boxes using Average True Range (ATR) calculations, ensuring your targets stay adaptive to current market volatility. Institutional Volume Check: Validates entries by cross-referencing significant volume spikes (Smart Money footprints) to help you avoid market traps and fakeouts. 📖 How to Use (Trading Guide) Identify the Signal: Wait for the "SNAPSHOT GOLD" label to appear on the chart. 🟢 Green Label: Buy Signal (Bullish). 🔴 Red Label: Sell Signal (Bearish). Check Probability Score: It is highly recommended to only take signals with a score of >75%. A higher score indicates stronger technical confluence. Execution & Targets: Enter the trade at the close of the signal candle. Target the Green transparent box for profit and use the Red box for risk management. Dashboard Confirmation: Ensure the Sentiment percentage aligns with your trade direction (e.g., Sentiment > 60% Buy for Long positions). ⚙️ Input Parameters Min Probability: The minimum accuracy threshold for a signal to be displayed. TP & SL Multiplier: Customize your reward-to-risk ratio based on ATR multiples. Alerts: Fully compatible with real-time notifications for Mobile, Email, or Webhooks. ⚠️ Disclaimer This indicator is an analytical tool and does not guarantee profits. Gold trading involves significant risk. Always use proper money management and backtest on a demo account before trading live funds.
Chỉ báo Pine Script®
của hermanwomsiwor
Volume Divergence Detector - COT EnhancedVolume Divergence Detector – COT Enhanced This advanced indicator analyzes institutional vs retail money flow to uncover hidden market intent, focusing on Gold and Gold Futures. Instead of relying on simple volume spikes, the script separates smart money (institutions, commercial hedgers, large speculators) from retail traders using a blend of: Volume-based accumulation/distribution Price momentum RSI behavior MACD divergence Institutional-sized volume detection Optional real CFTC Commitment of Traders (COT) data The result is a dynamic money-flow model designed to expose who is truly controlling the market. 🔹 Institutional Flow Engine Large-volume activity is tracked and converted into a smoothed institutional money line. Heavy volume is weighted more aggressively to highlight professional accumulation and distribution. When volume fades, flow naturally decays to avoid stale signals. If enabled, weekly CFTC COT data is blended into the calculation (70% internal model, 30% real positioning), providing genuine futures-market confirmation for Gold. Positive values indicate institutional buying. Negative values indicate institutional selling. 🔹 Retail Flow Engine Retail behavior is modeled using: RSI momentum (retail follows trends) MACD breakout behavior Smaller volume spikes Retail flow reacts faster and decays quicker, reflecting emotional trading and late entries. Extreme retail positioning often signals potential reversals. 🔹 Core Signals The indicator automatically detects: Institutional Takeover When institutional flow crosses above retail. Retail Takeover When retail flow crosses above institutions (often a warning sign). Bullish Setup Institutions buying + retail selling. Bearish Setup Institutions selling + retail buying. Extreme Divergence Institutional and retail flows at opposite extremes. These zones often precede major reversals or powerful trend continuations. Clear BUY / SELL labels appear directly on the chart, positioned dynamically using ATR to avoid candle overlap. 🔹 Visual Feedback Background shading shows which side currently dominates Extreme divergence adds special highlighting Real-time labels display institutional and retail values A built-in information table summarizes: Institutional flow Retail flow Dominant side Flow spread Current signal COT status Everything updates live on the last bar. 🔹 Alerts Included Custom alerts are provided for: Institutional control Retail control Bullish setups Bearish setups Extreme divergence Perfect for automation or hands-off monitoring. ⚠️ Important Notes COT data works only on Gold Futures symbols. Spot Gold uses volume-based estimation only. Designed for directional bias and timing, not blind entries. Always confirm with structure and price action. Created by xqweasdzxcv A professional-grade money flow system built to follow smart capital instead of emotional traders.
Chỉ báo Pine Script®
của xqweasdzxcv
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Chỉ báo Pine Script®
của phani0906i
Last Candle + Previous Day + Pre-Market- RangeV2 of the Indicator (Test) Last Candle + Previous Day + Pre-Market Script – Features Last Candle Levels (Current Timeframe) Draws horizontal lines at the high and low of the last confirmed candle. Optional display of the candle range in percentage. Lines automatically update and move correctly when zooming or changing the timeframe. Previous Day High / Low Shows the high and low of the previous trading day as dashed lines. Lines are automatically updated and extend to the right, following the price scale. Works on any timeframe chart. Pre-Market High / Low Highlights the pre-market session (default 04:00–09:30) with dotted lines. Only calculated during intraday charts. Lines behave exactly like the daily range lines: zoomable, shiftable, and extendable. Optional toggle to enable or disable. Customization Options Colors for TF candle, daily range, and pre-market range lines. Length of line extension to the right can be adjusted. Toggle which levels to show: current TF, previous day, pre-market. Stable & Safe in Pine Script v6 No repaint issues. Works reliably on all intraday and daily charts. Compatible with zooming and chart shifting. If you want, I can also create a very short “user guide” with screenshots / labels in the chart, so it’s immediately clear what each toggle and line represents. Do you want me to do that next?
Chỉ báo Pine Script®
của tollertyp_md
Volume Conviction Index v1.0Volume Conviction Index V1 (VCI V1) A robust, outlier-resistant volume oscillator designed to reveal real market participation and conviction behind price moves. - Brief explainer - v1.0 : Added a median line to show the movement and ultimate conviction of current price waves irrespective of current conviction. conviction can be extremely low (below zero line), yet price can be pumping, which shows the end of the current trend may be exhausting. divergence happens with this indicator is VERY FAST when tuned into it. Core features: • Median + MAD-based Z-score on volume (ignores extreme spikes/noise) • Weighted blend: 60% robust deviation + 40% directional conviction (recent change % + relative volume %) • Aggressive low-TF filter: optional rolling median line around zero to slice through 1min/3min chop • Positive bars (teal) = unusual upward participation / conviction • Negative bars (orange) = unusual weakness or drying volume Use cases: • Confirm breakouts, reversals, or exhaustion (e.g., spike on neckline breach) • Filter false moves in low-liquidity or noisy periods • Pair with Median Anchor Oscillator (MAO), Real Deviation Strength (RDS), and Anchor Pulse Wave (APW) for full conviction suite V1 is raw and minimal — no signals, labels, or alerts yet. Feedback welcome for V2! Companion suite: • Median Anchor Oscillator • Real Deviation Strength (RDS) • Anchor Pulse Wave © RU55IANROUL3TT3
Chỉ báo Pine Script®
của RU55IANROUL3TT3
Smart Take ProfitThis script for EURUSD on the M3 timeframe detects Take Profit zones close to a reversal, automatically displays TP1, TP2, and Stop Loss, and follows the RSI + Bollinger Band + ATR logic. It triggers an exit signal when the price touches a Bollinger Band, when the RSI is in an extreme zone, or when there is a rejection candle. It automatically calculates the TP at 0.8 ATR, TP2 at 1.0 ATR, and the Stop Loss at 0.6 ATR. It operates on the EURUSD M3 timeframe. You decide the entry point. This indicator is not a trading strategy.
Chỉ báo Pine Script®
của rogernina
Risk & Lot Calculator PanelFXMANS Risk & Lot Panel Smart Risk Management Tool for TradingView - Overview FXMANS Risk & Lot Panel is a lightweight and professional risk management tool designed to help traders calculate position size (lot) and take-profit levels directly on the chart, without cluttering the screen. The panel is displayed as a minimal table in the top-right corner of the chart and automatically adapts to the currently opened symbol. This tool focuses on clarity, precision, and usability, making it suitable for scalpers, day traders, and swing traders. - Key Features Automatic Direction Detection The script can automatically determine BUY or SELL direction based on: Entry Price Stop Loss Price Logic: Stop Loss below Entry → BUY Stop Loss above Entry → SELL Manual override is available if auto direction is disabled. Risk-Based Lot Size Calculation Calculates position size based on: User-defined risk amount in USD Distance between Entry and Stop Loss Symbol-specific tick size and point value Ensures consistent risk management across all markets. Automatic Take Profit (RR Based) Take Profit is calculated automatically using a predefined Risk / Reward (RR) ratio. Supports both BUY and SELL scenarios. - Symbol-Aware Calculation Uses TradingView’s built-in symbol properties: syminfo.mintick syminfo.pointvalue Works correctly on: Forex Indices Metals Crypto - Minimal & Non-Intrusive UI Small, fixed panel located at the top-right corner Designed to avoid covering price action Clean FXMANS-style color palette - Safe Panel Size Control Panel size can be adjusted from settings: Small Medium Large Size changes are handled without modifying layout geometry, preventing UI bugs. - How It Works Enter your Entry Price and Stop Loss Price Define your Risk Amount ($) Set your desired Risk / Reward ratio The script automatically calculates: Trade Direction (BUY / SELL) Lot Size Take Profit Level All results are displayed instantly in the panel - Example Use Case Risk: $100 Entry: 1.0850 Stop Loss: 1.0800 RR: 2.0 - The panel will automatically display: Direction: BUY Lot Size adjusted to risk exactly $100 Take Profit at 2R - Important Notes Entry and Stop Loss prices must be valid (greater than zero). The tool does not place trades automatically. Calculations are for position sizing only and may vary slightly depending on broker specifications. - Disclaimer This script is intended for educational and analytical purposes only. Trading involves risk, and users are responsible for their own trading decisions. - Ideal For Traders who follow strict risk management rules Forex, crypto, and index traders Scalpers and intraday traders Anyone who wants clean and fast position sizing on TradingView
Chỉ báo Pine Script®
của FXmans
Bitcoin Halving Cycles [DotGain]Halving Cycles A lightweight, time-anchored Bitcoin halving cycle visualizer built for clean charting, repeatable process planning, and simple profit/DCA timing references. This Code was heavily inspired by KevinSvenson_ who created Bitcoin Halving Cycle Profit . What this indicator does This script plots the key “cycle landmarks” relative to each halving date: Halving (⛏) – the cycle anchor Profit START – marks the beginning of the post-halving profit window (default: 40 weeks ) Profit END / Last Call – marks the final phase of the profit window (default: 77 weeks ) DCA START – marks the point where long-term accumulation becomes the focus again (default: 135 weeks ) How to read it Vertical lines = the exact cycle milestones Bottom labels = description of each milestone aligned to its line (keeps the chart clean) Green background (optional) = active Profit Zone on existing bars Red background (optional) = optional warning zone after Profit END HUD Panel (top-right) The HUD gives you a fast “where are we in the cycle?” view with two modes: Current Cycle Shows: Halving date, Weeks since, and time remaining to Profit START / Last Call / DCA START within the current cycle. Next Halving (Projection) Shows: Countdown to the next enabled future halving, plus the projected weeks from today to Profit START / Last Call / DCA START after that future halving. Future Halvings (manual) You can manually add up to 3 future halving dates (Halving #1–#3). This is useful for forward planning and cycle projection even before the event happens. Enable Halving #1 / #2 / #3 Set Year / Month / Day for each Optional: show/hide future markers & projections Note: background zones only shade existing bars . Future projections are shown via lines/labels. Settings overview Show all cycles – plots every enabled cycle (historical + optional future). If disabled, only the current cycle is drawn. Show Profit Zone background – green shading during the active profit window (current cycle only). Show vertical markers + labels – toggles all milestone lines + labels. Show HUD – toggles the HUD panel. HUD Mode – switch between Current Cycle and Next Halving (Projection). Cycle Logic – edit offsets in weeks (Profit START / Profit END / DCA START). Optional Warning Zone – show a post-profit warning shading for a chosen number of weeks. Have fun :) Disclaimer This Halving Cycles indicator is provided for informational and educational purposes only. It does not, and should not be construed as, financial, investment, or trading advice. This indicator is an independent implementation of a time-based Bitcoin halving cycle visualization tool and is not affiliated with, or endorsed by, any third-party trading systems, strategies, protocols, or trademarked methodologies. The cycle zones, milestone markers, and countdown values displayed by this indicator are generated by a predefined set of algorithmic rules based on historical halving dates and user-defined time offsets. They do not constitute a direct recommendation to buy, sell, or hold any financial instrument or digital asset. All trading and investing in financial markets involves a substantial risk of loss. You may lose part or all of your invested capital. Past performance does not guarantee future results. This indicator highlights historical and projected time-based market cycles and may produce false, lagging, incomplete, or misleading signals. Market behavior is influenced by many external factors and can deviate significantly from historical patterns or expectations. The creator DotGain assumes no responsibility or liability for any financial losses, damages, or decisions made based on the use of this indicator or the information it provides. You are solely responsible for your own trading and investment decisions. Always conduct your own research (DYOR), use proper risk management, validate insights with additional tools or analysis, and consider your personal financial situation and risk tolerance before making any financial decision.
Chỉ báo Pine Script®
của DotGain
Contango/Backwardation Futures Box Desk - TT ToolsBackwardation Futures Box – TT Tools Questo indicatore mostra in modo chiaro, compatto e immediato la struttura Contango / Backwardation di una curva futures, direttamente sul grafico tramite un box informativo avanzato. È pensato per trader discrezionali, spread traders e analisi di curva, con una visualizzazione ottimizzata sia per desktop che per mobile. Il riquadro box mostra in tempo reale la struttura di Contango o Backwardation della curva futures, includendo: • stato della curva (Contango / Backwardation / Flat) • spread percentuale tra le prime scadenze • prezzi delle tre scadenze (Near, Mid, Far) con indicatori direzionali • conferma o meno della struttura della curva • data di scadenza del contratto e countdown ai giorni residui • avviso di rollover imminente Il box è ottimizzato per Desktop, Compact e Mobile, con layout adattivo e informazioni sempre leggibili. Mini guida operativa Selezione dei contratti Inserisci nel box Front (1), Next (2) e Third (3) i future più prossimi a scadenza, partendo dal contratto front-month. Puoi cercare rapidamente il contratto corretto tramite “Cambia simbolo”, filtrando per Futures e selezionando la scadenza desiderata. Controllo della scadenza Individua la data di rollover direttamente sul grafico tramite la sezione Eventi → Switch di contratto. Utilizza questa informazione per verificare di stare analizzando la scadenza corretta. Impostazione della NEXT EXPIRY Inserisci nel campo NEXT EXPIRY (data precisa) la data di scadenza del prossimo future. È sufficiente confrontarla con lo switch di contratto visibile sul grafico per essere allineati correttamente. Monitoraggio della curva Il box mostra in tempo reale: struttura della curva (Contango / Backwardation / Flat) spread percentuale tra le scadenze prezzi dei tre contratti con direzione relativa conferma o meno della struttura countdown ai giorni residui alert visivo di rollover imminente 👉 Mantieni sempre aggiornati contratti e data di scadenza per avere una lettura affidabile della curva futures e anticipare correttamente le fasi di rollover. ___________________________________________________________________________ ___________________________________________________________________________ Contango / Backwardation Futures Box – TT Tools This indicator provides a clear, compact, and intuitive view of the Contango / Backwardation structure of a futures curve, displayed directly on the chart through an advanced informational box. It is designed for discretionary traders, spread traders, and curve analysis, with an optimized visualization for both desktop and mobile use. The box displays the real-time Contango or Backwardation structure of the futures curve, including: curve status (Contango / Backwardation / Flat) percentage spread between the front contracts prices of the three expiries (Near, Mid, Far) with directional indicators confirmation or non-confirmation of the curve structure contract expiration date with remaining days countdown rollover warning when expiration is approaching The box is fully optimized for Desktop, Compact, and Mobile layouts, ensuring a clean, adaptive design and always-readable information. Quick Start Guide Select the futures contracts Insert the nearest futures contracts into Front (1), Next (2) and Third (3), starting from the front-month contract. You can easily find the correct contract using “Change Symbol”, filtering by Futures and selecting the appropriate expiry. Check the contract expiry Identify the rollover date directly on the chart using Events → Contract Switch. This helps you confirm that you are analyzing the correct futures expiration. Set the NEXT EXPIRY date Enter the next futures expiration date in the NEXT EXPIRY (exact date) field. Simply match it with the contract switch shown on the chart to stay perfectly aligned. Monitor the curve The box displays in real time: curve structure (Contango / Backwardation / Flat) percentage spread between expiries prices of the three contracts with directional indicators structure confirmation status days-to-expiry countdown visual rollover warning when expiration approaches 👉 Always keep contracts and expiry dates updated to ensure an accurate reading of the futures curve and to anticipate rollover phases correctly.
Chỉ báo Pine Script®
của Time_Seven
[X342] Trend Compass Trend Compass — MTF Signal System OVERVIEW ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Trend Compass is an ATR-based trend following indicator that combines momentum analysis with optional engulfing pattern confirmation. It provides clear BUY/SELL signals with two operational modes for different trading styles. METHODOLOGY ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ The indicator uses a unique approach combining: 1. ATR-Based Dynamic Trend Line - Calculates Average True Range over configurable period - Creates adaptive support/resistance zones using ATR × Multiplier - Trend direction determined by momentum indicator (MFI or RSI) 2. Momentum Classification - Uses Money Flow Index (MFI) when volume data is available - Falls back to RSI for instruments without volume - Above 50 = Bullish momentum → calculates uptrend line - Below 50 = Bearish momentum → calculates downtrend line 3. Engulfing Pattern Confirmation (Confirmed Mode) - Detects Grade-A engulfing patterns (configurable scale) - Validates candle size against minimum threshold - Lookback period for pattern matching with trend signals SIGNAL MODES ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • BASIC Mode: Signals generated on trend line crossovers only • CONFIRMED Mode: Requires both trend crossover AND engulfing pattern BUY Signal: Trend line crosses above its lagged value (+ engulfing in Confirmed mode) SELL Signal: Trend line crosses below its lagged value (+ engulfing in Confirmed mode) FEATURES ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✓ Dual language support (English / Türkçe) ✓ Two signal modes for flexibility ✓ Engulfing pattern grade filtering ✓ Visual trend fill between lines ✓ Comprehensive alert conditions ✓ Info panel showing current status SETTINGS ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ General: - Language: English / Türkçe Trend Settings: - Signal Mode: Basic or Confirmed - Multiplier: ATR multiplier (default: 1.0) - Period: Lookback period (default: 14) - Source: Price source for calculations - No Volume Data: Use RSI instead of MFI Engulfing Settings: - Engulfing Scale: Minimum size ratio (default: 1.5x) - Min Candle Size: Absolute minimum size filter - Lookback: Bars to search for engulfing (default: 3) ALERTS ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • BUY Signal / SELL Signal • Confirmed BUY / Confirmed SELL • Bullish Engulfing / Bearish Engulfing • Price Cross (trend line cross) BEST PRACTICES ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ - Use CONFIRMED mode for higher quality signals with fewer false positives - Use BASIC mode for more frequent signals in trending markets - Combine with support/resistance or liquidity zones for entry refinement - Higher multiplier values reduce sensitivity (good for volatile assets)
Chỉ báo Pine Script®
của AnalysisX
Gann Levels V2Advanced Gann Levels Trading Indicator A precision Gann-levels trading system that gives clear entries, targets, and stop losses on any market, any timeframe. This invite-only indicator is a powerful yet simple Gann-based trading system designed to provide high-probability trade setups with clearly defined risk. The indicator automatically calculates dynamic Gann price levels and converts them into actionable Buy & Sell signals, making it extremely easy to analyze and execute trades—even for beginners. ✅ Key Features ✔ Auto-Generated Gann Levels ✔ Clear Buy & Sell Signals ✔ Pre-Defined Entry, Target & Stop Loss ✔ Excellent Reward-to-Risk Structure ✔ Highly Customizable Levels (for any market condition) ✔ Works on Any Instrument & Timeframe ✔ Built-in Alert Support for Automation ✅ Why This Indicator Works:- Gann levels act as natural support and resistance zones Trades are triggered only when price confirms direction Risk is always defined before entering the trade Helps eliminate emotional trading and guesswork Whether the market is trending, ranging, volatile, or slow, the indicator adapts by allowing users to adjust level density based on the instrument. ✅ Who Is This For? Traders looking for structured entries & exits Beginners who want clarity and simplicity Experienced traders who want precise levels Anyone aiming for consistent risk-managed trading Disclaimer This indicator is for educational purposes only. Trading involves risk, and past performance does not guarantee future results. Always use proper risk management.
Chỉ báo Pine Script®
của Ani80