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インジケーターとストラテジー

Divergence Screener [Trendoscope®]🎲Overview The Divergence Screener is a powerful TradingView indicator designed to detect and visualize bullish and bearish divergences, including hidden divergences, between price action and a user-selected oscillator. Built with flexibility in mind, it allows traders to customize the oscillator type, trend detection method, and other parameters to suit various trading strategies. The indicator is non-overlay, displaying divergence signals directly on the oscillator plot, with visual cues such as lines and labels on the chart for easy identification. This indicator is ideal for traders seeking to identify potential reversal or continuation signals based on price-oscillator divergences. It supports multiple oscillators, trend detection methods, and alert configurations, making it versatile for different markets and timeframes. 🎲Features 🎯Customizable Oscillator Selection Built-in Oscillators : Choose from a variety of oscillators including RSI, CCI, CMO, COG, MFI, ROC, Stochastic, and WPR. External Oscillator Support : Users can input an external oscillator source, allowing integration with custom or third-party indicators. Configurable Length : Adjust the oscillator’s period (e.g., 14 for RSI) to fine-tune sensitivity. 🎯Divergence Detection The screener identifies four types of divergences: Bullish Divergence : Price forms a lower low, but the oscillator forms a higher low, signaling potential upward reversal. Bearish Divergence : Price forms a higher high, but the oscillator forms a lower high, indicating potential downward reversal. Bullish Hidden Divergence : Price forms a higher low, but the oscillator forms a lower low, suggesting trend continuation in an uptrend. Bearish Hidden Divergence : Price forms a lower high, but the oscillator forms a higher high, suggesting trend continuation in a downtrend. 🎯Flexible Trend Detection The indicator offers three methods to determine the trend context for divergence detection: Zigzag : Uses zigzag pivots to identify trends based on higher highs (HH), higher lows (HL), lower highs (LH), and lower lows (LL). MA Difference : Calculates the trend based on the difference in a moving average (e.g., SMA, EMA) between divergence pivots. External Trend Signal : Allows users to input an external trend signal (positive for uptrend, negative for downtrend) for custom trend analysis. 🎯Zigzag-Based Pivot Analysis Customizable Zigzag Length : Adjust the zigzag length (default: 13) to control the sensitivity of pivot detection. Repaint Option : Choose whether divergence lines repaint based on the latest data or wait for confirmed pivots, balancing responsiveness and reliability. 🎯Visual and Alert Features Divergence Visualization : Divergence lines are drawn between price pivots and oscillator pivots, color-coded for easy identification: Bullish Divergence : Green Bearish Divergence : Red Bullish Hidden Divergence : Lime Bearish Hidden Divergence : Orange Labels and Tooltips : Labels (e.g., “D” for divergence, “H” for hidden) appear on price and oscillator pivots, with tooltips providing detailed information such as price/oscillator values, ratios, and pivot directions. Alerts : Configurable alerts for each divergence type (bullish, bearish, bullish hidden, bearish hidden) trigger on bar close, ensuring timely notifications. 🎲 How It Works 🎯Oscillator Calculation The indicator calculates the selected oscillator (or uses an external source) and plots it on the chart. Oscillator values are stored in a map for reference during divergence calculations. 🎯Pivot Detection A zigzag algorithm identifies pivots in the oscillator data, with configurable length and repainting options. Price and oscillator pivots are compared to detect divergences based on their direction and ratio. 🎯Divergence Identification The indicator compares price and oscillator pivot directions (HH, HL, LH, LL) to identify divergences. Trend context is determined using the selected method (Zigzag, MA Difference, or External). Divergences are classified as bullish, bearish, bullish hidden, or bearish hidden based on price-oscillator relationships and trend direction. 🎯Visualization and Alerts Valid divergences are drawn as lines connecting price and oscillator pivots, with corresponding labels. Alerts are triggered for allowed divergence types, providing detailed information via tooltips. 🎯Validation Divergence lines are validated to ensure no intermediate bars violate the divergence condition, enhancing signal reliability. 🎲 Usage Instructions as Indicator 🎯Add to Chart: Add the “Divergence Screener ” to your TradingView chart. The indicator appears in a separate pane below the price chart, plotting the oscillator and divergence signals. 🎯Configure Settings: Adjust the oscillator type and length to match your trading style. Select a trend detection method and configure related parameters (e.g., MA type/length or external signal). Set the zigzag length and repainting preference. Enable/disable alerts for specific divergence types. I🎯nterpret Signals: Bullish Divergence (Green) : Look for potential buy opportunities in a downtrend. Bearish Divergence (Red) : Consider sell opportunities in an uptrend. Bullish Hidden Divergence (Lime) : Confirm continuation in an uptrend. Bearish Hidden Divergence (Orange): Confirm continuation in a downtrend. Use tooltips on labels to review detailed pivot and divergence information. 🎯Set Alerts: Create alerts for each divergence type to receive notifications via TradingView’s alert system. Alerts include detailed text with price, oscillator, and divergence information. 🎲 Example Scenarios as Indicator 🎯 With External Oscillator (Use MACD Histogram as Oscillator) In order to use MACD as an oscillator for divergence signal instead of the built in options, follow these steps. Load MACD Indicator from Indicator library From Indicator settings of Divergence Screener, set Use External Oscillator and select MACD Histograme from the dropdown You can now see that the oscillator pane shows the data of selected MACD histogram and divergence signals are generated based on the external MACD histogram data. 🎯 With External Trend Signal (Supertrend Ladder ATR) Now let's demonstrate how to use external direction signals using Supertrend Ladder ATR indicator. Please note that in order to use the indicator as trend source, the indicator should return positive integer for uptrend and negative integer for downtrend. Steps are as follows: Load the desired trend indicator. In this example, we are using Supertrend Ladder ATR From the settings of Divergence Screener, select "External" as Trend Detection Method Select the trend detection plot Direction from the dropdown. You can now see that the divergence signals will rely on the new trend settings rather than the built in options. 🎲 Using the Script with Pine Screener The primary purpose of the Divergence Screener is to enable traders to scan multiple instruments (e.g., stocks, ETFs, forex pairs) for divergence signals using TradingView’s Pine Screener, facilitating efficient comparison and identification of trading opportunities. To use the Divergence Screener as a screener, follow these steps: Add to Favorites : Add the Divergence Screener to your TradingView favorites to make it available in the Pine Screener. Create a Watchlist : Build a watchlist containing the instruments (e.g., stocks, ETFs, or forex pairs) you want to scan for divergences. Access Pine Screener : Navigate to the Pine Screener via TradingView’s main menu: Products -> Screeners -> Pine, or directly visit tradingview.com/pine-screener/. Select Watchlist : Choose the watchlist you created from the Watchlist dropdown in the Pine Screener interface. Choose Indicator : Select Divergence Screener from the Choose Indicator dropdown. Configure Settings : Set the desired timeframe (e.g., 1 hour, 1 day) and adjust indicator settings such as oscillator type, zigzag length, or trend detection method as needed. Select Filter Criteria : Select the condition on which the watchlist items needs to be filtered. Filtering can only be done on the plots defined in the script. Run Scan : Press the Scan button to display divergence signals across the selected instruments. The screener will show which instruments exhibit bullish, bearish, bullish hidden, or bearish hidden divergences based on the configured settings. 🎲 Limitations and Possible Future Enhancements Limitations are Custom input for oscillator and trend detection cannot be used in pine screener. Pine screener has max 500 bars available. Repaint option is by default enabled. When in repaint mode expect the early signal but the signals are prone to repaint. Possible future enhancements Add more built-in options for oscillators and trend detection methods so that dependency on external indicators is limited Multi level zigzag support
Pine Script® インジケーター
Trendoscopeの投稿
6
RSI For LoopTitle: RSI For Loop SurgeQuant’s RSI with Threshold Colors and Bar Coloring indicator is a sophisticated tool designed to identify overbought and oversold conditions using a customizable Relative Strength Index (RSI). By averaging RSI over a user-defined lookback period, this indicator provides clear visual signals for bullish and bearish market conditions. The RSI line and price bars are dynamically colored to highlight momentum, making it easier for traders to spot potential trading opportunities. How It Works RSI Calculation: Computes RSI based on a user-selected price source (Close, High, Low, or Open) with a configurable length (default: 5). Optional moving average smoothing refines the RSI signal for smoother analysis. Lookback Averaging: Averages the RSI over a user-defined lookback period (default: 5) to generate a stable momentum indicator, reducing noise and enhancing signal reliability. Threshold-Based Signals: Long Signal: Triggered when the averaged RSI exceeds the upper threshold (default: 52), indicating overbought conditions. Short Signal: Triggered when the averaged RSI falls below the lower threshold (default: 48), indicating oversold conditions. Visual Representation The indicator provides a clear and customizable visual interface: Green RSI Line and Bars: Indicate overbought conditions when the averaged RSI surpasses the upper threshold, signaling potential long opportunities. Red RSI Line and Bars: Indicate oversold conditions when the averaged RSI drops below the lower threshold, signaling potential short opportunities. Neutral Gray RSI Line: Represents RSI values between thresholds for neutral market conditions. Threshold Lines: Dashed gray lines mark the upper and lower thresholds on the RSI panel for easy reference. Customization & Parameters The RSI with Threshold Colors and Bar Coloring indicator offers flexible parameters to suit various trading styles: Source: Select the input price (default: Close; options: Close, High, Low, Open). RSI Length: Adjust the RSI calculation period (default: 5). Smoothing: Enable/disable moving average smoothing (default: enabled) and set the smoothing length (default: 10). Moving Average Type: Choose from multiple types (SMA, EMA, DEMA, TEMA, WMA, VWMA, SMMA, HMA, LSMA, ALMA; default: ALMA). ALMA Sigma: Configure the ALMA smoothing parameter (default: 5). Lookback Period: Set the period for averaging RSI (default: 5). Thresholds: Customize the upper (default: 52) and lower (default: 48) thresholds for signal generation. Color Settings: Transparent green and red colors (70% transparency) for bullish and bearish signals, with gray for neutral states. Trading Applications This indicator is versatile and can be applied across various markets and strategies: Momentum Trading: Highlights strong overbought or oversold conditions for potential entry or exit points. Trend Confirmation: Use bar coloring to confirm RSI-based signals with price action on the main chart. Reversal Detection: Identify potential reversals when RSI crosses the customizable thresholds. Scalping and Swing Trading: Adjust parameters (e.g., RSI length, lookback) to suit short-term or longer-term strategies. Final Note SurgeQuant’s RSI with Threshold Colors and Bar Coloring indicator is a powerful tool for traders seeking to leverage RSI for momentum and reversal opportunities. Its combination of lookback-averaged RSI, dynamic threshold signals, and synchronized RSI and bar coloring offers a robust framework for informed trading decisions. As with all indicators, backtest thoroughly and integrate into a comprehensive trading strategy for optimal results.
Pine Script® インジケーター
SurgeQuantの投稿
Institutional Momentum Scanner [IMS]Institutional Momentum Scanner - Professional Momentum Detection System Hunt explosive price movements like the professionals. IMS identifies maximum momentum displacement within 10-bar windows, revealing where institutional money commits to directional moves. KEY FEATURES: ▪ Scans for strongest momentum in rolling 10-bar windows (institutional accumulation period) ▪ Adaptive filtering reduces false signals using efficiency ratio technology ▪ Three clear states: LONG (green), SHORT (red), WAIT (gray) ▪ Dynamic volatility-adjusted thresholds (8% ATR-scaled) ▪ Visual momentum flow with glow effects for signal strength BASED ON: - Pocket Pivot concept (O'Neil/Morales) applied to price momentum - Adaptive Moving Average principles (Kaufman KAMA) - Market Wizards momentum philosophy - Institutional order flow patterns (5-day verification window) HOW IT WORKS: The scanner finds the maximum price displacement in each 10-bar window - where the market showed its hand. An adaptive filter (5-bar regression) separates real moves from noise. When momentum exceeds the volatility-adjusted threshold, states change. IDEAL FOR: - Momentum traders seeking explosive moves - Swing traders (especially 4H timeframe) - Position traders wanting institutional footprints - Anyone tired of false breakout signals Default parameters (10,5) optimized for 4H charts but adaptable to any timeframe. Remember: The market rewards patience and punishes heroes. Wait for clear signals. "The market is honest. Are you?"
Pine Script® インジケーター
bremen_strategistの投稿
3
First Opposite Candle After 3+ (Yellow & Streak Alerts)This overlay tracks consecutive candle direction: when three or more bars run the same way, the very next opposite-color candle is spotlighted in yellow. Two built-in alert events keep you hands-free: “First Opposite Candle After 3+” – fires the moment that yellow reversal prints. “3+ Candle Streak” – pings every bar while a bullish-or-bearish run is ≥ 3 candles long.
Pine Script® インジケーター
kataroyooの投稿
NQ Position Size CalculatorNQ Position Size Line Calculator is designed specifically for Nasdaq 100 futures (NQ) and micro futures (MNQ) traders who want to maintain disciplined risk management. This visual tool eliminates the guesswork from position sizing by displaying distance lines and contract calculations directly on your chart. The indicator creates horizontal lines at 10-tick intervals from your stop loss level, showing you exactly how many contracts to trade at each distance to maintain your predetermined risk amount. Whether you're trading regular NQ contracts or micro MNQ contracts, this calculator ensures you never risk more than intended while providing instant visual feedback for optimal position sizing decisions. How to Use the Indicator Step 1: Configure Your Settings Stop Loss Price: Enter your exact stop loss level (e.g., 20000.00) Risk Amount ($): Set your maximum dollar risk per trade (e.g., $500) Contract Type: Choose between: NQ (Regular): $5 per tick - for larger accounts MNQ (Micro): $0.50 per tick - for smaller accounts or conservative sizing Display Options: Max Lines: Number of distance lines to show (default: 30) Show Labels: Toggle tick distance and contract count labels Line Color: Customize the color of distance lines Label Size: Choose tiny, small, or normal label sizes Step 2: Read the Visual Display Once configured, the indicator displays: Stop Loss Line: Thick yellow line marking your exact stop loss level Yellow label showing the stop loss price Distance Lines: Dashed red lines at 10-tick intervals above and below your stop loss Lines appear on both sides for long and short position planning Labels (if enabled): Green labels (right side): For long positions above your stop loss Red labels (left side): For short positions below your stop loss Format: "20T 5x" means 20 ticks distance, 5 contracts maximum Step 3: Use the Information Tables The indicator provides two helpful tables: Position Size Table (top-right): Shows common tick distances (10, 20, 40, 80, 160 ticks) Displays risk per contract at each distance Contract count for your specified risk amount Total risk with rounded contract numbers Settings Table (bottom-right): Confirms your current risk amount Shows selected contract type Displays current settings for quick reference Step 4: Apply to Your Trading For Long Positions: Look at the green labels on the right side of your chart Find your desired entry level Read the label to see: distance in ticks and maximum contracts Example: "30T 8x" = 30 ticks from stop, buy 8 contracts maximum For Short Positions: Look at the red labels on the left side of your chart Find your desired entry level Read the label for tick distance and contract count Example: "40T 6x" = 40 ticks from stop, sell 6 contracts maximum Step 5: Trading Execution Before Entering a Trade: Identify your stop loss level and input it into the indicator Choose your entry point by looking at the distance lines Note the contract count from the corresponding label Verify the risk amount matches your trading plan Execute your trade with the calculated position size Risk Management Features: Contract rounding: All position sizes are rounded down (never up) to ensure you don't exceed your risk limit Zero position filtering: Lines only show where position size is at least 1 contract Dual-sided display: Plan both long and short opportunities simultaneously
Pine Script® インジケーター
birdmanxの投稿
2
Trend Tracker ProTrend Tracker Pro - Advanced Trend Following Indicator Overview Trend Tracker Pro is a sophisticated trend-following indicator that combines the power of Exponential Moving Average (EMA) and Average True Range (ATR) to identify market trends and generate precise buy/sell signals. This indicator is designed to help traders capture trending moves while filtering out market noise. 🎯 Key Features ✅ Dynamic Trend Detection Uses EMA and ATR-based bands to identify trend direction Automatically adjusts to market volatility Clear visual trend line that changes color based on market direction ✅ Precise Signal Generation Buy signals when trend changes to bullish Sell signals when trend changes to bearish Reduces false signals by requiring actual trend changes ✅ Visual Clarity Green trend line: Bullish trend Red trend line: Bearish trend Gray trend line: Sideways/neutral trend Triangle arrows for buy/sell signals Clear BUY/SELL text labels ✅ Customizable Settings Trend Length: Adjustable period for EMA and ATR calculation (default: 14) ATR Multiplier: Controls sensitivity of trend bands (default: 2.0) Show/Hide Signals: Toggle signal arrows on/off Show/Hide Labels: Toggle text labels on/off ✅ Built-in Information Panel Real-time trend direction display Current trend level value ATR value for volatility reference Last signal information ✅ TradingView Alerts Buy signal alerts Sell signal alerts Customizable alert messages 🔧 How It Works Algorithm Logic: 1. Calculate EMA: Uses exponential moving average for trend baseline 2. Calculate ATR: Measures market volatility 3. Create Bands: Upper band = EMA + (ATR × Multiplier), Lower band = EMA - (ATR × Multiplier) 4. Determine Trend: Price above upper band → Bullish trend (trend line = lower band) Price below lower band → Bearish trend (trend line = upper band) Price between bands → Continue previous trend 5. Generate Signals: Signal occurs when trend direction changes 📊 Best Use Cases ✅ Trending Markets Excellent for capturing strong directional moves Works well in both bull and bear markets Ideal for swing trading and position trading ✅ Multiple Timeframes Effective on all timeframes from 15 minutes to daily Higher timeframes provide more reliable signals Can be used for both scalping and long-term investing ✅ Various Asset Classes Stocks, Forex, Cryptocurrencies, Commodities Particularly effective in volatile markets Adapts automatically to different volatility levels ⚙️ Recommended Settings Conservative Trading (Lower Risk) Trend Length: 20 ATR Multiplier: 2.5 Best for: Long-term positions, lower frequency signals Balanced Trading (Default) Trend Length: 14 ATR Multiplier: 2.0 Best for: Swing trading, moderate frequency signals Aggressive Trading (Higher Risk) Trend Length: 10 ATR Multiplier: 1.5 Best for: Day trading, higher frequency signals 🎨 Visual Elements Trend Line: Main indicator line that follows the trend Signal Arrows: Triangle shapes indicating buy/sell points Text Labels: Clear "BUY" and "SELL" text markers Information Table: Real-time status panel in top-right corner Color Coding: Intuitive green/red color scheme ⚠️ Important Notes Risk Management Always use proper position sizing Set stop-losses based on ATR values Consider market conditions and volatility Not recommended for ranging/sideways markets Signal Confirmation Consider using with other indicators for confirmation Pay attention to volume and market structure Be aware of major news events and market sessions Backtesting Recommended Test the indicator on historical data Optimize parameters for your specific trading style Consider transaction costs in your analysis
Pine Script® インジケーター
ozgurhanの投稿
2
ARSI – (VWAP & ATR) 3QKRAKThe ARSI Long & Short – Dynamic Risk Sizing (VWAP & ATR) indicator combines three core components—an adjusted RSI oscillator (ARSI), Volume‐Weighted Average Price (VWAP), and Average True Range (ATR)—so that entry/exit signals and position sizing are always tailored to current market conditions. ARSI, plotted from 0 to 100 with clearly marked overbought and oversold zones, is the primary signal driver: when ARSI falls below the lower threshold it indicates an excessive sell‐off and flags a long opportunity, whereas a break above the upper threshold signals overextended gains and foreshadows a short. A midpoint line at 50 can serve as an early exit or reduction signal when crossed against your position. VWAP, showing the volume‐weighted average price over the chosen period, acts as a trend filter—long trades are only taken when price sits above VWAP, and shorts only when it’s below—ensuring each trade aligns with the prevailing market momentum. ATR measures current volatility and is used both to set safe stop‐loss levels and to dynamically size each position. In practice, this means positions automatically shrink in high‐volatility environments and grow in quieter markets, all while risking a fixed percentage of your capital. Everything appears on a single chart: the ARSI pane below the price window with its reference levels; VWAP overlaid on the price; and the ATR‐based stop‐loss distances graphically displayed. Traders thus get a comprehensive, at-a-glance view of entries, exits, trend confirmation, and exactly how large a position they can safely take. The indicator runs in real time, removing the need for manual parameter calculations and letting you focus on strategic decision-making.
Pine Script® ストラテジー
L3QKRAKの投稿
Two Poles Trend Finder MTF [BigBeluga]🔵 OVERVIEW Two Poles Trend Finder MTF is a refined trend-following overlay that blends a two-pole Gaussian filter with a multi-timeframe dashboard. It provides a smooth view of price dynamics along with a clear summary of trend directions across multiple timeframes—perfect for traders seeking alignment between short and long-term momentum. 🔵 CONCEPTS Two-Pole Filter: A smoothing algorithm that responds faster than traditional moving averages but avoids the noise of short-term fluctuations. var float f = na var float f_prev1 = na var float f_prev2 = na // Apply two-pole Gaussian filter if bar_index >= 2 f := math.pow(alpha, 2) * source + 2 * (1 - alpha) * f_prev1 - math.pow(1 - alpha, 2) * f_prev2 else f := source // Warm-up for first bars // Shift state f_prev2 := f_prev1 f_prev1 := f Trend Detection Logic: Trend direction is determined by comparing the current filtered value with its value n bars ago (shifted comparison). MTF Alignment Dashboard: Trends from 5 configurable timeframes are monitored and visualized as colored boxes:   • Green = Uptrend   • Magenta = Downtrend Summary Arrow: An average trend score from all timeframes is used to plot an overall arrow next to the asset name. 🔵 FEATURES Two-Pole Gaussian Filter offers ultra-smooth trend curves while maintaining responsiveness. Multi-Timeframe Trend Detection:   • Default: 1H, 2H, 4H, 12H, 1D (fully customizable)   • Each timeframe is assessed independently using the same trend logic. Visual Trend Dashboard positioned at the bottom-right of the chart with color-coded trend blocks. Dynamic Summary Arrow shows overall market bias (🢁 / 🢃) based on majority of uptrends/downtrends. Bold + wide trail plot for the filter value with gradient coloring based on directional bias. 🔵 HOW TO USE Use the multi-timeframe dashboard to identify aligned trends across your preferred trading horizons. Confirm trend strength or weakness by observing filter slope direction . Look for dashboard consensus (e.g., 4 or more timeframes green] ) as confirmation for breakout, continuation, or trend reentry strategies. Combine with volume or price structure to enhance entry timing. 🔵 CONCLUSION Two Poles Trend Finder MTF delivers a clean and intuitive trend-following solution with built-in multi-timeframe awareness. Whether you’re trading intra-day or positioning for swing setups, this tool helps filter out market noise and keeps you focused on directional consensus.
Pine Script® インジケーター
BigBelugaの投稿
10
Volume Data Table (Real-time & Historical Volume Analysis)Volume Data Table (Real-time & Historical Volume Analysis) Overview: The Volume Data Table indicator is a powerful tool designed to provide concise, real-time, and historical volume insights directly on your chart. It aggregates critical volume metrics into an organized, customizable table, making it incredibly easy to identify unusual volume activity, sudden surges, or sustained interest in a particular asset. This indicator is perfect for traders who rely on volume analysis to confirm price movements, spot potential reversals, or gauge market conviction. Key Features & How It Works: Real-time Volume Metrics: The table prominently displays the volume data for the current (last) candle, including: Time: The precise time of the current candle's close, formatted in IST (Indian Standard Time - UTC+5:30) for your convenience. Volume: The total volume for the current candle, smartly formatted in K (Thousands) or M (Millions) for readability. Change % (Chg%): The percentage change in volume compared to the immediately preceding candle. This helps you quickly spot sudden increases or decreases in trading activity. Vs 4-Avg % (vs4Avg%): The percentage change in volume compared to the average volume of the last 4 preceding candles. This is crucial for identifying volume surges or drops relative to recent historical activity, which can signal significant market events. Configurable Historical Data: Beyond the current candle, you can customize how many previous candles' volume data you wish to display. A simple input setting allows you to choose from 1 to 20 historical rows, giving you flexibility to review recent volume trends. Each historical row also provides its own "Change %" and "Vs 4-Avg %" for detailed analysis of past candle activity. Intuitive Color-Coding: Percentage change values are intuitively color-coded for instant visual cues: Green: Indicates a positive (increase) in volume percentage. Red: Indicates a negative (decrease) in volume percentage. Clean & Organized Table Display: The indicator presents all this data in a neat, easy-to-read table positioned at the top-right of your chart. The table automatically adjusts its height based on the number of historical rows you choose, ensuring a compact and efficient use of screen space. Ideal Use Cases: Volume Confirmation: Quickly confirm the conviction behind price movements. A strong price move on high "Vs 4-Avg %" volume often indicates higher reliability. Spotting Abnormal Volume: Identify candles with unusually high or low volume compared to their recent average, which can precede or accompany significant price action. Momentum Analysis: Understand if buying/selling pressure is increasing or decreasing over recent periods. Scalping & Day Trading: The real-time updates and concise format make it highly effective for fast-paced short-term decision-making. Complements Other Indicators: Use it alongside price action, candlestick patterns, or other technical indicators for a more robust analysis. Customization Options: Number of Historical Rows: Adjust Number of Historical Rows from 1 to 20 to tailor the depth of your historical volume review. Important Disclaimer: This indicator is a technical analysis tool and should be used as part of a comprehensive trading strategy. It is not financial advice. Trading in financial markets involves substantial risk, and you could lose money. Always perform your own research and risk management.
Pine Script® インジケーター
tessyjoppanの投稿
MACD Trend StatusOverview: The Dynamic MACD Trend Status indicator is a sophisticated yet easy-to-interpret tool designed to provide instant, color-coded insights into the current MACD momentum and trend strength directly on your chart. Unlike traditional MACD indicators that clutter your main price panel, this indicator distills complex MACD calculations into a single, prominent text label, ideal for quick confirmations and fast-paced trading. It features two distinct logic modes, allowing you to customize its sensitivity and confirmation level, making it adaptable to various market conditions and trading styles. Key Features & How It Works: Two Selectable Logic Modes: This indicator offers a unique dropdown setting (Logic Selection) to switch between two powerful MACD interpretation algorithms: a) Option 3 (Robust) - (Default) This is the most stringent and reliable mode, designed to filter out market noise and highlight only strong, accelerating trends. It declares a "Bullish" or "Bearish" status when ALL of the following conditions are met: Bullish: MACD Line is above Signal Line AND MACD Histogram is positive AND MACD Histogram is increasing (momentum is accelerating) AND both MACD Line and Signal Line are above the Zero Line (confirming an overall uptrend). Bearish: MACD Line is below Signal Line AND MACD Histogram is negative AND MACD Histogram is decreasing (momentum is accelerating) AND both MACD Line and Signal Line are below the Zero Line (confirming an overall downtrend). Neutral: If none of the above strong conditions are met, indicating sideways movement, weakening momentum, or a transition phase. b) Option 4 (Simplified + Enhanced) This mode offers a more responsive signal while still providing a clear distinction for exceptionally strong moves. It determines status based on: "MACD Bullish +" (Super Bullish): If all the rigorous conditions of "Option 3 (Robust) - Bullish" are met. This provides an immediate visual cue of extreme bullish strength within the simpler logic. "MACD Bearish +" (Super Bearish): If all the rigorous conditions of "Option 3 (Robust) - Bearish" are met. This highlights exceptional bearish strength. "MACD Bullish": MACD Line is above Signal Line AND MACD Histogram is positive (basic bullish momentum). "MACD Bearish": MACD Line is below Signal Line AND MACD Histogram is negative (basic bearish momentum). "MACD Neutral": If none of the above conditions are met. Instant Color-Coded Status: The indicator provides clear visual feedback through dynamic text colors: Green: "MACD Bullish" (Standard Bullish) Red: "MACD Bearish" (Standard Bearish) Gray: "MACD Neutral" (Choppy/Unclear) Blue: "MACD Bullish +" (Enhanced Strong Bullish - when using Option 4) Fuchsia/Purple: "MACD Bearish +" (Enhanced Strong Bearish - when using Option 4) (Note: Colors for "+" signals are customizable in the code if you wish) Unobtrusive Display: The status is displayed in a transparent, discreet table positioned at the middle-right of your main chart panel. This avoids cluttering the top corners or the indicator sub-panel, keeping your price action clear. Ideal Use Cases: Quick Confirmation: Rapidly confirm your trade ideas with a glance at the MACD's underlying momentum. Scalping & Day Trading: The instant visual feedback is invaluable for fast-paced short-term strategies. Momentum Filtering: Use it to filter trades, ensuring you're entering when MACD momentum is in your favor. Complementary Tool: Designed to work hand-in-hand with your primary analysis (price action, support/resistance, other indicators). It's not intended as a standalone signal but as a powerful re-confirmation tool. Customization Options: MACD Settings: Adjust Fast Length, Slow Length, and Signal Length. Logic Selection: Toggle between "Option 3 (Robust)" and "Option 4 (Simplified)" for different sensitivities. Show Status Text: Toggle the visibility of the status text On/Off. Text Size: Choose from "tiny", "small", "normal", "large", "huge" for optimal visibility. Important Disclaimer: This indicator is a technical analysis tool and should be used as part of a comprehensive trading strategy. It is not financial advice. Trading in financial markets involves substantial risk, and you could lose money. Always perform your own research and risk management.
Pine Script® インジケーター
tessyjoppanの投稿
Adiyogi Trend🟢🔴 “Adiyogi” Trend — Market Alignment Visualizer “Adiyogi” Trend is a powerful, non-intrusive trend detection system built for traders who seek clarity, discipline, and alignment with true market flow. Inspired by the meditative stillness of Adiyogi and the need for mindful, high-probability decisions, this tool offers a clean and intuitive visual guide to trending environments — without cluttering the chart or pushing forced trades. This is not a buy/sell signal generator. Instead, it is designed as a background confirmation engine that helps you stay on the right side of the market by identifying moments of true directional strength. 🧠 Core Logic The “Adiyogi” Trend indicator highlights the background of your chart in green or red when multiple layers of strength and structure align — including momentum, market positioning, and relative force. Only when these internal components agree does the system activate a directional state. It’s built on three foundational energies of trend confirmation: Strength of movement Structure in price action Conviction in momentum By combining these into one visual background, the indicator filters out indecision and helps you stay focused during real trend phases — whether you're day trading, swing trading, or holding longer-term positions. 📌 Core Concepts Behind the Tool The indicator integrates three essential market filters—each confirming a different dimension of trend strength: ADX (Average Directional Index) – Measures trend momentum. You’ve chosen a very responsive setting (ADX Length = 2), which helps catch the earliest possible signs of momentum emergence. The threshold is ADX ≥ 22, ensuring that weak or sideways markets are filtered out. SuperTrend (10,1) – Captures short-term trend direction. This setup follows price closely and reacts quickly to reversals, making it ideal for fast-moving assets or intraday strategies. SuperTrend acts as the structural confirmation of directional bias. RSI (Relative Strength Index) – Measures strength based on recent price closes. You’ve configured RSI > 50 for bullish zones and < 50 for bearish—a neutral midpoint standard often used by professional traders. This ensures that only trades in sync with momentum and recent strength are highlighted. 🌈 How It Visually Works Background turns GREEN when: ADX ≥ 22, indicating strong momentum Price is above the 20 EMA and above SuperTrend (10,1) RSI > 50, confirming recent strength Background turns RED when: ADX ≥ 22, indicating strong momentum Price is below the 20 EMA and below SuperTrend (10,1) RSI < 50, confirming recent weakness The background remains neutral (transparent) when trend conditions are not clearly aligned—this is the tool's way of keeping you out of indecisive markets. A label (BULL / BEAR) appears only when the bias flips from the previous one. This helps avoid repeated or redundant alerts, focusing your attention only when something changes. 📊 Practical Uses & Benefits ✅ Stay with the trend: Perfectly filters out choppy or sideways markets by only activating when conditions align across momentum, structure, and strength. ✅ Pre-trade confirmation: Use this tool to confirm trade setups from other indicators or price action patterns. ✅ Avoid noise: Prevent overtrading by focusing only on high-quality trend conditions. ✅ Visual clarity: Unlike arrows or plots that clutter the chart, this tool subtly highlights trend conditions in the background, preserving your price action view. 📍 Important Notes This is not a buy/sell signal generator. It is a trend-confirmation system. Use it in conjunction with your existing entry setups—such as breakouts, order blocks, retests, or candlestick patterns. The tool helps you stay in sync with the dominant direction, especially when combining multiple timeframes. Can be used on any market (stocks, forex, crypto, indices) and on any timeframe.
Pine Script® インジケーター
TradingSpiritualの投稿
4
ZLMA Keltner ChannelThe ZLMA Keltner Channel uses a Zero-Lag Moving Average (ZLMA) as the centerline with ATR-based bands to track trends and volatility. The ZLMA’s reduced lag enhances responsiveness for breakouts and reversals, i.e. it's more sensitive to pivots and trend reversals. Unlike Bollinger Bands, which use standard deviation and are more sensitive to price spikes, this uses ATR for smoother volatility measurement. Background: Built on John Ehlers’ lag-reduction techniques, this indicator adapts the classic Keltner Channel for dynamic markets. It excels in trending (low-entropy) markets for breakouts and range-bound (high-entropy) markets for reversals. How to Read: ZLMA (Blue): Tracks price trends. Above = bullish, below = bearish. Upper Band (Green): ZLMA + (Multiplier × ATR). Cross above signals breakout or overbought. Lower Band (Red): ZLMA - (Multiplier × ATR). Cross below signals breakout or oversold. Channel Fill (Gray): Shows volatility. Narrow = low volatility, wide = high volatility. Signals (Optional): Enable to show “Buy” (green) on upper band crossovers, “Sell” (red) on lower band crossunders. Strategies: Trade breakouts in trending markets, reversals in ranges, or use bands as trailing stops. Settings: ZLMA Period (20): Adjusts centerline responsiveness. ATR Period (20): Sets volatility period. Multiplier (2.0): Controls band width. If you are still confused between the ZLMA Keltner Channels and Bollinger Bands: Keltner Channel (ZLMA): Uses ATR for bands, which smooths volatility and is less reactive to sudden price spikes. The ZLMA centerline reduces lag for faster trend detection. Bollinger Bands: Uses standard deviation for bands, making them more sensitive to price volatility and prone to wider swings in high-entropy markets. Typically uses an SMA centerline, which lags more than ZLMA.
Pine Script® インジケーター
HenriqueCentieiroの投稿
Your trading time period background fillThis script allows you to add background highlights to charts during any regional trading session, customize your own trading time, and is precise and customizable yet simple and easy to use, making it more convenient to review transactions. Support global mainstream time zones: The drop-down list includes 30 commonly used IANA time zones (default is Asia/Shanghai) (such as Asia/Shanghai, America/New_York, Europe/London, etc.), one-click switching, no need to manually calculate the time difference. Fully localized time input: "Start hour/minute" and "End hour/minute" are filled in with the local time of the selected time zone. The end hour defaults to 23:00 and can be adjusted to 0-23 at will. Accurate time difference splitting: The script internally splits the time zone offset into whole hours and remainder minutes (supports half-hour zones, such as UTC+5:30), and ensures that all parameters are integers when calling timestamp to avoid errors. Dynamic background rendering: Each K-line is judged according to the UTC timestamp whether it falls within the set range. If it meets the time period, it will be marked with a semi-transparent green background, and it will return to its original state after crossing the time period, helping you to identify the opening, closing or active period of any market at a glance. Wide range of scenarios: It can be used for time-sharing highlighting of all-weather varieties of foreign exchange and cryptocurrency, and can also be used in conjunction with backtesting and timing strategies to only send signals during the active period of the target market, greatly improving trading efficiency and strategy accuracy. Just select the region and set the time, and the script will automatically complete all complex time zone conversions and drawing, allowing you to focus on the transaction itself.
Pine Script® インジケーター
baomingli6780の投稿
BANKNIFTY Contribution Table [GSK-VIZAG-AP-INDIA]1. Overview This indicator provides a real-time visual contribution table of the 12 constituent stocks in the BANKNIFTY index. It displays key metrics for each stock that help traders quickly understand how each component is impacting the index at any given moment. 2. Purpose / Trading Use Case The tool is designed for intraday and short-term traders who rely on index movement and its internal strength or weakness. By seeing which stocks are contributing positively or negatively, traders can: Confirm trend strength or divergence within the index. Identify whether a BANKNIFTY move is broad-based or driven by a few heavyweights. Detect reversals when individual components decouple from index direction. 3. Key Features and Logic Live LTP: Current price of each BANKNIFTY stock. Price Change: Difference between current LTP and previous day’s close. % Change: Percentage move from previous close. Weight %: Static weight of each stock within the BANKNIFTY index (user-defined). This estimates how much each stock contributes to the BANKNIFTY’s point change. Sorted View: The stocks are sorted by their weight (descending), so high-impact movers are always at the top. 4. User Inputs / Settings Table Position (tableLocationOpt): Choose where the table appears on the chart: top_left, top_right, bottom_left, or bottom_right. This helps position the table away from your price action or indicators. 5. Visual and Plotting Elements Table Layout: 6 columns Stock | Contribution | Weight % | LTP | Change | % Change Color Coding: Green/red for positive/negative price changes and contributions. Alternating background rows for better visibility. BANKNIFTY row is highlighted separately at the top. Text & Background Colors are chosen for both readability and direction indication. 6. Tips for Effective Use Use this table on 1-minute or 5-minute intraday charts to see near real-time market structure. Watch for: A few heavyweight stocks pulling the index alone (can signal weak internal breadth). Broad green/red across all rows (signals strong directional momentum). Combine this with price action or volume-based strategies for confirmation. Best used during market hours for live updates. 7. What Makes It Unique Unlike other contribution tables that show only static data or require paid feeds, this script: Updates in real time. Uses dynamic calculated contributions. Places BANKNIFTY at the top and presents the entire internal structure clearly. Doesn’t repaint or rely on lagging indicators. 8. Alerts / Additional Features No alerts are added in this version. (Optional: Alerts can be added to notify when a certain stock contributes above/below a threshold.) 9. Technical Concepts Used request.security() to pull both 1-minute and daily close data. Conditional color formatting based on price change direction. Dynamic table rendering using table.new() and table.cell(). Static weights assigned manually for BANKNIFTY stocks (can be updated if index weights change). 10. Disclaimer This script is intended for educational and informational purposes only. It does not constitute financial advice or a buy/sell recommendation. Users should test and validate the tool on paper or demo accounts before applying it to live trading. 📌 Note: Due to internet connectivity, data delays, or broker feeds, real-time values (LTP, change, contribution, etc.) may slightly differ from other platforms or terminals. Use this indicator as a supportive visual tool, not a sole decision-maker. Script Title: BANKNIFTY Contribution Table - Author: GSK-VIZAG-AP-INDIA Version: Final Public Release
Pine Script® インジケーター
prowelltradersの投稿
Faytterro Bands Breakout📌 Faytterro Bands Breakout 📌 This indicator was created as a strategy showcase for another script: Faytterro Bands It’s meant to demonstrate a simple breakout strategy based on Faytterro Bands logic and includes performance tracking. ❓ What Is It? This script is a visual breakout strategy based on a custom moving average and dynamic deviation bands, similar in concept to Bollinger Bands but with unique smoothing (centered regression) and performance features. 🔍 What Does It Do? Detects breakouts above or below the Faytterro Band. Plots visual trade entries and exits. Labels each trade with percentage return. Draws profit/loss lines for every trade. Shows cumulative performance (compounded return). Displays key metrics in the top-right corner: Total Return Win Rate Total Trades Number of Wins / Losses 🛠 How Does It Work? Bullish Breakout: When price crosses above the upper band and stays above the midline. Bearish Breakout: When price crosses below the lower band and stays below the midline. Each trade is held until breakout invalidation, not a fixed TP/SL. Trades are compounded, i.e., profits stack up realistically over time. 📈 Best Use Cases: For traders who want to experiment with breakout strategies. For visual learners who want to study past breakouts with performance metrics. As a template to develop your own logic on top of Faytterro Bands. ⚠ Notes: This is a strategy-like visual indicator, not an automated backtest. It doesn't use strategy.* commands, so you can still use alerts and visuals. You can tweak the logic to create your own backtest-ready strategy. Unlike the original Faytterro Bands, this script does not repaint and is fully stable on closed candles.
Pine Script® インジケーター
faytterroの投稿
1
Frahm Factor Position Size CalculatorThe Frahm Factor Position Size Calculator is a powerful evolution of the original Frahm Factor script, leveraging its volatility analysis to dynamically adjust trading risk. This Pine Script for TradingView uses the Frahm Factor’s volatility score (1-10) to set risk percentages (1.75% to 5%) for both Margin-Based and Equity-Based position sizing. A compact table on the main chart displays Risk per Trade, Frahm Factor, and Average Candle Size, making it an essential tool for traders aligning risk with market conditions. Calculates a volatility score (1-10) using true range percentile rank over a customizable look-back window (default 24 hours). Dynamically sets risk percentage based on volatility: Low volatility (score ≤ 3): 5% risk for bolder trades. High volatility (score ≥ 8): 1.75% risk for caution. Medium volatility (score 4-7): Smoothly interpolated (e.g., 4 → 4.3%, 5 → 3.6%). Adjustable sensitivity via Frahm Scale Multiplier (default 9) for tailored volatility response. Position Sizing: Margin-Based: Risk as a percentage of total margin (e.g., $175 for 1.75% of $10,000 at high volatility). Equity-Based: Risk as a percentage of (equity - minimum balance) (e.g., $175 for 1.75% of ($15,000 - $5,000)). Compact 1-3 row table shows: Risk per Trade with Frahm score (e.g., “$175.00 (Frahm: 8)”). Frahm Factor (e.g., “Frahm Factor: 8”). Average Candle Size (e.g., “Avg Candle: 50 t”). Toggles to show/hide Frahm Factor and Average Candle Size rows, with no empty backgrounds. Four sizes: XL (18x7, large text), L (13x6, normal), M (9x5, small, default), S (8x4, tiny). Repositionable (9 positions, default: top-right). Customizable cell color, text color, and transparency. Set Frahm Factor: Frahm Window (hrs): Pick how far back to measure volatility (e.g., 24 hours). Shorter for fast markets, longer for chill ones. Frahm Scale Multiplier: Set sensitivity (1-10, default 9). Higher makes the score jumpier; lower smooths it out. Set Margin-Based: Total Margin: Enter your account balance (e.g., $10,000). Risk auto-adjusts via Frahm Factor. Set Equity-Based: Total Equity: Enter your total account balance (e.g., $15,000). Minimum Balance: Set to the lowest your account can go before liquidation (e.g., $5,000). Risk is based on the difference, auto-adjusted by Frahm Factor. Customize Display: Calculation Method: Pick Margin-Based or Equity-Based. Table Position: Choose where the table sits (e.g., top_right). Table Size: Select XL, L, M, or S (default M, small text). Table Cell Color: Set background color (default blue). Table Text Color: Set text color (default white). Table Cell Transparency: Adjust transparency (0 = solid, 100 = invisible, default 80). Show Frahm Factor & Show Avg Candle Size: Check to show these rows, uncheck to hide (default on).
Pine Script® インジケーター
charleyRTの投稿
Position Size CalculatorIt calculates the risk per trade using two methods: Margin-Based (percentage of total Account Balance) or Equity-Based (percentage of Total Balance minus minimum balance). Displayed as a compact, customizable label on the main chart, it’s perfect for traders seeking quick, precise risk calculations. Key Features Two Calculation Options: Margin-Based: Risk as a percentage (0-5%) of your total account balance. Equity-Based: Risk as a percentage (0-50%) of (Total balance - Minimum balance). Flexible Risk Input: Manually enter any risk percentage with 0.01% precision (e.g., 1.75%). Customizable Display: Repositionable table (9 positions, e.g., top-right, middle-center). Four table sizes (XL, L, M, S) with text scaling (large, normal, small, tiny). Adjustable cell color, text color, and transparency Margin-Based Risk Calculation: Set “Total Margin” (e.g., $10,000). Enter “Risk Percentage (%)” (0 to 5%, e.g., 1.75%). Equity-Based Risk Calculation: Set “Total Equity” (e.g., $15,000). Set “Minimum Balance” (e.g., $5,000). Enter “Equity Risk Percentage (%)” (0 to 50%, e.g., 1.75%). Display Settings: Choose “Calculation Method” (Margin-Based or Equity-Based). Select “Table Position” (e.g., top_right). Select “Table Size” (XL, L, M, S; default M). Customize “Table Cell Color”, “Table Text Color”, and “Table Cell Transparency”.
Pine Script® インジケーター
charleyRTの投稿
Holy GrailThis is a long-only educational strategy that simulates what happens if you keep adding to a position during pullbacks and only exit when the asset hits a new All-Time High (ATH). It is intended for learning purposes only — not for live trading. 🧠 How it works: The strategy identifies pullbacks using a simple moving average (MA). When price dips below the MA, it begins monitoring for the first green candle (close > open). That green candle signals a potential bottom, so it adds to the position. If price goes lower, it waits for the next green candle and adds again. The exit happens after ATH — it sells on each red candle (close < open) once a new ATH is reached. You can adjust: MA length (defines what’s considered a pullback) Initial buy % (how much to pre-fill before signals start) Buy % per signal (after pullback green candle) Exit % per red candle after ATH 📊 Intended assets & timeframes: This strategy is designed for broad market indices and long-term appreciating assets, such as: SPY, NASDAQ, DAX, FTSE Use it only on 1D or higher timeframes — it’s not meant for scalping or short-term trading. ⚠️ Important Limitations: Long-only: The script does not short. It assumes the asset will eventually recover to a new ATH. Not for all assets: It won't work on assets that may never recover (e.g., single stocks or speculative tokens). Slow capital deployment: Entries happen gradually and may take a long time to close. Not optimized for returns: Buy & hold can outperform this strategy. No slippage, fees, or funding costs included. This is not a performance strategy. It’s a teaching tool to show that: High win rate ≠ high profitability Patience can be deceiving Many signals = long capital lock-in 🎓 Why it exists: The purpose of this strategy is to demonstrate market psychology and risk overconfidence. Traders often chase strategies with high win rates without considering holding time, drawdowns, or opportunity cost. This script helps visualize that phenomenon.
Pine Script® ストラテジー
Inteticsの投稿
Chaikin Money Flow (CMF) [ParadoxAlgo]OVERVIEW This indicator implements the Chaikin Money Flow oscillator as an overlay on the price chart, designed to help traders identify institutional money flow patterns. The Chaikin Money Flow combines price and volume data to measure the flow of money into and out of a security, making it particularly useful for detecting accumulation and distribution phases. WHAT IS CHAIKIN MONEY FLOW? Chaikin Money Flow was developed by Marc Chaikin and measures the amount of Money Flow Volume over a specific period. The indicator oscillates between +1 and -1, where: Positive values indicate money flowing into the security (accumulation) Negative values indicate money flowing out of the security (distribution) Values near zero suggest equilibrium between buying and selling pressure CALCULATION METHOD Money Flow Multiplier = ((Close - Low) - (High - Close)) / (High - Low) Money Flow Volume = Money Flow Multiplier × Volume CMF = Sum of Money Flow Volume over N periods / Sum of Volume over N periods KEY FEATURES Big Money Detection: Identifies significant institutional activity when CMF exceeds user-defined thresholds Requires volume confirmation (volume above average) to validate signals Uses battery icon (🔋) for institutional buying and lightning icon (⚡) for institutional selling Visual Elements: Background coloring based on money flow direction Support and resistance levels calculated using Average True Range Real-time dashboard showing current CMF value, volume strength, and signal status Customizable Parameters: CMF Period: Calculation period for the money flow (default: 20) Signal Smoothing: EMA smoothing applied to reduce noise (default: 5) Big Money Threshold: CMF level required to trigger institutional signals (default: 0.15) Volume Threshold: Volume multiplier required for signal confirmation (default: 1.5x) INTERPRETATION Signal Types: 🔋 (Battery): Indicates strong institutional buying when CMF > threshold with high volume ⚡ (Lightning): Indicates strong institutional selling when CMF < -threshold with high volume Background color: Green tint for positive money flow, red tint for negative money flow Dashboard Information: CMF Value: Current Chaikin Money Flow reading Volume: Current volume as a multiple of 20-period average Big Money: Status of institutional activity (BUYING/SELLING/QUIET) Signal: Strength assessment (STRONG/MEDIUM/WEAK) TRADING APPLICATIONS Trend Confirmation: Use CMF direction to confirm price trends Divergence Analysis: Look for divergences between price and money flow Volume Validation: Confirm breakouts with corresponding money flow Accumulation/Distribution: Identify phases of institutional activity PARAMETER RECOMMENDATIONS Day Trading: CMF Period 14-21, higher sensitivity settings Swing Trading: CMF Period 20-30, moderate sensitivity Position Trading: CMF Period 30-50, lower sensitivity for major trends ALERTS Optional alert system notifies users when: Big money buying is detected (CMF above threshold with volume confirmation) Big money selling is detected (CMF below negative threshold with volume confirmation) LIMITATIONS May generate false signals in low-volume conditions Best used in conjunction with other technical analysis tools Effectiveness varies across different market conditions and timeframes EDUCATIONAL PURPOSE This open-source indicator is provided for educational purposes to help traders understand money flow analysis. It demonstrates the practical application of the Chaikin Money Flow concept with visual enhancements for easier interpretation. TECHNICAL SPECIFICATIONS Overlay indicator (displays on price chart) No repainting - all calculations are based on closed bar data Suitable for all timeframes and asset classes Minimal resource usage for optimal performance DISCLAIMER This indicator is for educational and informational purposes only. Past performance does not guarantee future results. Always conduct your own analysis and consider risk management before making trading decisions.
Pine Script® インジケーター
paradoxalgoの投稿
Machine Learning Key Levels [AlgoAlpha]🟠 OVERVIEW This script plots Machine Learning Key Levels on your chart by detecting historical pivot points and grouping them using agglomerative clustering to highlight price levels with the most past reactions. It combines a pivot detection, hierarchical clustering logic, and an optional silhouette method to automatically select the optimal number of key levels, giving you an adaptive way to visualize price zones where activity concentrated over time. 🟠 CONCEPTS Agglomerative clustering is a bottom-up method that starts by treating each pivot as its own cluster, then repeatedly merges the two closest clusters based on the average distance between their members until only the desired number of clusters remain. This process creates a hierarchy of groupings that can flexibly describe patterns in how price reacts around certain levels. This offers an advantage over K-means clustering, since the number of clusters does not need to be predefined. In this script, it uses an average linkage approach, where distance between clusters is computed as the average pairwise distance of all contained points. The script finds pivot highs and lows over a set lookback period and saves them in a buffer controlled by the Pivot Memory setting. When there are at least two pivots, it groups them using agglomerative clustering: it starts with each pivot as its own group and keeps merging the closest pairs based on their average distance until the desired number of clusters is left. This number can be fixed or chosen automatically with the silhouette method, which checks how well each point fits in its cluster compared to others (higher scores mean cleaner separation). Once clustering finishes, the script takes the average price of each cluster to create key levels, sorts them, and draws horizontal lines with labels and colors showing their strength. A metrics table can also display details about the clusters to help you understand how the levels were calculated. 🟠 FEATURES Agglomerative clustering engine with average linkage to merge pivots into level groups. Dynamic lines showing each cluster’s price level for clarity. Labels indicating level strength either as percent of all pivots or raw counts. A metrics table displaying pivot count, cluster count, silhouette score, and cluster size data. Optional silhouette-based auto-selection of cluster count to adaptively find the best fit. 🟠 USAGE Add the indicator to any chart. Choose how far back to detect pivots using Pivot Length and set Pivot Memory to control how many are kept for clustering (more pivots give smoother levels but can slow performance). If you want the script to pick the number of levels automatically, enable Auto No. Levels ; otherwise, set Number of Levels . The colored horizontal lines represent the calculated key levels, and circles show where pivots occurred colored by which cluster they belong to. The labels beside each level indicate its strength, so you can see which levels are supported by more pivots. If Show Metrics Table is enabled, you will see statistics about the clustering in the corner you selected. Use this tool to spot areas where price often reacts and to plan entries or exits around levels that have been significant over time. Adjust settings to better match volatility and history depth of your instrument.
Pine Script® インジケーター
AlgoAlphaの投稿
44
log.info() - 5 Exampleslog.info() is one of the most powerful tools in Pine Script that no one knows about. Whenever you code, you want to be able to debug, or find out why something isn’t working. The log.info() command will help you do that. Without it, creating more complex Pine Scripts becomes exponentially more difficult. The first thing to note is that log.info() only displays strings. So, if you have a variable that is not a string, you must turn it into a string in order for log.info() to work. The way you do that is with the str.tostring() command. And remember, it's all lower case! You can throw in any numeric value (float, int, timestamp) into str.string() and it should work. Next, in order to make your output intelligible, you may want to identify whatever value you are logging. For example, if an RSI value is 50, you don’t want a bunch of lines that just say “50”. You may want it to say “RSI = 50”. To do that, you’ll have to use the concatenation operator. For example, if you have a variable called “rsi”, and its value is 50, then you would use the “+” concatenation symbol. EXAMPLE 1 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ //@version=6 indicator("log.info()") rsi = ta.rsi(close,14) log.info(“RSI= ” + str.tostring(rsi)) Example Output =>  RSI= 50 Here, we use double quotes to create a string that contains the name of the variable, in this case “RSI = “, then we concatenate it with a stringified version of the variable, rsi. Now that you know how to write a log, where do you view them? There isn’t a lot of documentation on it, and the link is not conveniently located.  Open up the “Pine Editor” tab at the bottom of any chart view, and you’ll see a “3 dot” button at the top right of the pane. Click that, and right above the “Help” menu item you’ll see “Pine logs”. Clicking that will open  that to open a pane on the right of your browser - replacing whatever was in the right pane area before. This is where your log output will show up.  But, because you’re dealing with time series data, using the log.info() command without some type of condition will give you a fast moving stream of numbers that will be difficult to interpret. So, you may only want the output to show up once per bar, or only under specific conditions.  To have the output show up only after all computations have completed, you’ll need to use the barState.islast command. Remember, barState is camelCase, but islast is not! EXAMPLE 2 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ //@version=6 indicator("log.info()") rsi = ta.rsi(close,14) if barState.islast  log.info("RSI=" + str.tostring(rsi)) plot(rsi) However, this can be less than ideal, because you may want the value of the rsi variable on a particular bar, at a particular time, or under a specific chart condition. Let’s hit these one at a time. In each of these cases, the built-in bar_index variable will come in handy. When debugging, I typically like to assign a variable “bix” to represent bar_index, and include it in the output. So, if I want to see the rsi value when RSI crosses above 0.5, then I would have something like EXAMPLE 3 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ //@version=6 indicator("log.info()") rsi = ta.rsi(close,14) bix = bar_index rsiCrossedOver = ta.crossover(rsi,0.5) if rsiCrossedOver log.info("bix=" + str.tostring(bix) + " - RSI=" + str.tostring(rsi)) plot(rsi) Example Output =>  bix=19964 - RSI=51.8449459867 bix=19972 - RSI=50.0975830828 bix=19983 - RSI=53.3529808079 bix=19985 - RSI=53.1595745146 bix=19999 - RSI=66.6466337654 bix=20001 - RSI=52.2191767466 Here, we see that the output only appears when the condition is met. A useful thing to know is that if you want to limit the number of decimal places, then you would use the command str.tostring(rsi,”#.##”), which tells the interpreter that the format of the number should only be 2 decimal places. Or you could round the rsi variable with a command like rsi2 = math.round(rsi*100)/100 . In either case you’re output would look like: bix=19964 - RSI=51.84 bix=19972 - RSI=50.1 bix=19983 - RSI=53.35 bix=19985 - RSI=53.16 bix=19999 - RSI=66.65 bix=20001 - RSI=52.22 This would decrease the amount of memory that’s being used to display your variable’s values, which can become a limitation for the log.info() command. It only allows 4096 characters per line, so when you get to trying to output arrays (which is another cool feature), you’ll have to keep that in mind. Another thing to note is that log output is always preceded by a timestamp, but for the sake of brevity, I’m not including those in the output examples. If you wanted to only output a value after the chart was fully loaded, that’s when barState.islast command comes in. Under this condition, only one line of output is created per tick update — AFTER the chart has finished loading. For example, if you only want to see what the the current bar_index and rsi values are, without filling up your log window with everything that happens before, then you could use the following code: EXAMPLE 4 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ //@version=6 indicator("log.info()") rsi = ta.rsi(close,14) bix = bar_index if barstate.islast log.info("bix=" + str.tostring(bix) + " - RSI=" + str.tostring(rsi)) Example Output => bix=20203 - RSI=53.1103309071 This value would keep updating after every new bar tick. The log.info() command is a huge help in creating new scripts, however, it does have its limitations. As mentioned earlier, only 4096 characters are allowed per line. So, although you can use log.info() to output arrays, you have to be aware of how many characters that array will use. The following code DOES NOT WORK! And, the only way you can find out why will be the red exclamation point next to the name of the indicator. That, and nothing will show up on the chart, or in the logs. // CODE DOESN’T WORK //@version=6 indicator("MW - log.info()") var array rsi_arr = array.new() rsi = ta.rsi(close,14) bix = bar_index rsiCrossedOver = ta.crossover(rsi,50)  if rsiCrossedOver     array.push(rsi_arr, rsi) if barstate.islast     log.info("rsi_arr:" + str.tostring(rsi_arr))     log.info("bix=" + str.tostring(bix) + " - RSI=" + str.tostring(rsi)) plot(rsi) // No code errors, but will not compile because too much is being written to the logs. However, after putting some time restrictions in with the i_startTime and i_endTime user input variables, and creating a dateFilter variable to use in the conditions, I can limit the size of the final array. So, the following code does work. EXAMPLE 5 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ // CODE DOES WORK //@version=6 indicator("MW - log.info()") i_startTime         = input.time(title="Start", defval=timestamp("01 Jan 2025 13:30 +0000")) i_endTime           = input.time(title="End", defval=timestamp("1 Jan 2099 19:30 +0000")) var array rsi_arr = array.new() dateFilter = time >= i_startTime and time <= i_endTime  rsi = ta.rsi(close,14) bix = bar_index rsiCrossedOver = ta.crossover(rsi,50) and dateFilter // <== The dateFilter condition keeps the array from getting too big if rsiCrossedOver     array.push(rsi_arr, rsi) if barstate.islast     log.info("rsi_arr:" + str.tostring(rsi_arr))     log.info("bix=" + str.tostring(bix) + " - RSI=" + str.tostring(rsi)) plot(rsi) Example Output => rsi_arr: bix=20210 - RSI=56.9030578034 Of course, if you restrict the decimal places by using the rounding the rsi value with something like rsiRounded = math.round(rsi * 100) / 100 , then you can further reduce the size of your array. In this case the output may look something like: Example Output => rsi_arr: bix=20210 - RSI=55.6947486019 This will give your code a little breathing room. In a nutshell, I was coding for over a year trying to debug by pushing output to labels, tables, and using libraries that cluttered up my code. Once I was able to debug with log.info() it was a game changer. I was able to start building much more advanced scripts. Hopefully, this will help you on your journey as well.
Pine Script® インジケーター
mwrightincの投稿
Dynamic VWAP: Fair Value & Divergence SuiteDynamic VWAP: Fair Value & Divergence Suite Dynamic VWAP: Fair Value & Divergence Suite is a comprehensive tool for tracking contextual valuation, overextension, and potential reversal signals in trending markets. Unlike traditional VWAP that anchors to the start of a session or a fixed period, this indicator dynamically resets the VWAP anchor to the most recent swing low. This design allows you to monitor how far price has extended from the most recent significant low, helping identify zones of potential profit-taking or reversion. Deviation bands (standard deviations above the anchored VWAP) provide a clear visual framework to assess whether price is in a fair value zone (±1σ), moderately extended (+2σ), or in zones of extreme extension (+3σ to +5σ). The indicator also highlights contextual divergence signals, including slope deceleration, weak-volume retests, and deviation failures—giving you actionable confluence around potential reversal points. Because the anchor updates dynamically, this tool is particularly well suited for trend-following assets like BTC or stocks in sustained moves, where price rarely returns to deep negative deviation zones. For this reason, the indicator focuses on upside extension rather than symmetrical reversion to a long-term mean. 🎯 Key Features ✅ Dynamic Swing Low Anchoring Continuously re-anchors VWAP to the most recent swing low based on your chosen lookback period. Provides context for trend progression and overextension relative to structural lows. ✅ Standard Deviation Bands Plots up to +5σ deviation bands to visualize levels of overextension. Extended bands (+3σ to +5σ) can be toggled for simplicity. ✅ Conditional Zone Fills Colored background fills show when price is inside each valuation zone. Helps you immediately see if price is in fair value, moderately extended, or highly stretched territory. ✅ Divergence Detection VWAP Slope Divergence: Flags when price makes a higher high but VWAP slope decelerates. Low Volume Retest: Highlights weak re-tests of VWAP on low volume. Deviation Failure: Identifies when price reverts back inside +1σ after closing beyond +3σ. ✅ Volume Fallback If volume is unavailable, uses high-low range as a proxy. ✅ Highly Customizable Adjust lookbacks, show/hide extended bands, toggle fills, and enable or disable divergences. 🛠️ How to Use Identify Buy and Sell Zones Price in the fair value band (±1σ) suggests equilibrium. Reaching +2σ to +3σ signals increasing overextension and potential areas to take profits. +4σ to +5σ zones can be used to watch for exhaustion or mean-reversion setups. Monitor Divergence Signals Use slope divergence and deviation failures to look for confluence with overextension. Low volume retests can flag rallies lacking conviction. Adapt Swing Lookback 30–50 bars: Faster re-anchoring for swing trading. 75–100 bars: More stable anchors for longer-term trends. 🧭 Best Practices Combine the anchored VWAP with higher timeframe structure. Confirm signals with other tools (momentum, volume profiles, or trend filters). Use extended deviation zones as context, not as standalone signals. ⚠️ Disclaimer This script is for educational and informational purposes only. It does not constitute financial advice or a recommendation to buy or sell any security or asset. Always do your own research and consult a qualified financial professional before making any trading decisions. Past performance does not guarantee future results.
Pine Script® インジケーター
RWCS_LTDの投稿
Price Extension from 8 EMAOverview This indicator can be used to see how far away the price is from the 8 EMA. It compares this to the Average Daily Range % to see if the stock may be overextended. The "Extension Multiplier" represents how far the stock is extended away from the 8 EMA. Core Concept This indicator is best used for breakout trades that are trying to make sure they are not chasing the stock. How to Use This Indicator This tool is primarily intended for analyzing daily charts of individual stocks and is often used by breakout traders to evaluate potential entry areas. If the stock is far away from the 8 EMA, it is likely not ready to break out. If it is close to the 8ema, it could be ready to move higher. This indicator can also be used in the opposite way. For example, shorting or puts. Understanding the colors Green (Not Extended): Indicates the price is close to the 8 EMA. This often corresponds to periods of consolidation. Yellow (Slightly Extended): The price is beginning to move away from the 8 EMA. Orange (Extended): The price has moved a considerable distance from the 8 EMA. Red (Very Extended): The price is at an extreme distance from the 8 EMA, historically increasing the likelihood of a pullback or consolidation. Settings Info Row Position: Adjusts the vertical position of the display table on the chart. Useful when using other indicators. ADR Length: Sets the lookback period for calculating the Average Daily Range. Or the average range % for different timeframes. Timeframe: Determines the timeframe for the EMA and ADR calculation (the default is Daily).
Pine Script® インジケーター
wyldbogesの投稿