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Candlestick analysis

Kalman Moving Average For LoopKey Features of the Indicator: Flexible Moving Average Calculation (calcMovingAverage):Description: Allows users to select from 10 moving average types (SMA, EMA, DEMA, TEMA, WMA, VWMA, SMMA, HMA, LSMA, ALMA) to process the input price source (pricesource, default: close). Parameters: maType: User selects the moving average type (default: HMA). period: Length of the moving average (default: 14). almaSigma: Sigma parameter for ALMA (default: 5). Purpose: Provides versatility in analyzing price trends, with the chosen moving average (maValue) used for comparison with the smoothed Kalman filter output. Kalman Filter for Price Smoothing: Description: Applies a Kalman filter to the price source to produce a filtered price (kalmanFilteredPrice), which is further smoothed using an HMA to create smoothedKalmanPrice. Parameters: process_noise: Controls system model noise (default: 0.01). measurement_noise: Controls measurement noise (default: 3). N: Filter order, determining the number of state estimates (default: 3). smooth_period: HMA period for smoothing kalmanFilteredPrice (default: 9). Purpose: Reduces noise in price data, providing a smoother trend line for signal generation and plotting. Historical Analysis with For-Loop: Description: Uses a for-loop to calculate the average of calcMovingAverage values over a user-defined historical range (from to to_) for historical bars of the price source (pricesource ). Parameters: from: Start of the historical range (default: 1). to_: End of the historical range (default: 25). Purpose: Computes an average moving average (avgMa) over the specified range to compare with the smoothed Kalman price for signal generation. Error Handling and Robustness: Description: Includes checks for na values in the for-loop to ensure only valid calcMovingAverage values contribute to the average (avgMa). Resets signal and plot variables each bar to prevent carryover. Purpose: Ensures reliable calculations and prevents errors from invalid data.
Penunjuk Pine Script®
oleh SurgeQuant
GOLD Auto-Alert Strategy [Enhanced+Signals+UT Bot]New Version The Indicator ✅ BUY Signal Triggers Only If: UT Buy signal flips (from down to up) ADX > Threshold → market has strength RSI is outside the 40–60 range Volume is spiking above 20-bar average × 1.2 EMA Fast > EMA Slow → uptrend confirmed Close > EMA Fast → price above short-term trend Bullish Engulfing candle 🔻 SELL Signal Triggers Only If: UT Sell signal flips (from up to down) ADX > Threshold → market has strength RSI is outside the 40–60 range Volume is spiking above average EMA Fast < EMA Slow → downtrend confirmed Close < EMA Fast → bearish structure Bearish Engulfing candle
Penunjuk Pine Script®
oleh aashiqasmr
DMA Buy & Sell Signal with AlertsThis script identifies **BUY** signals when the 20 DMA crosses **below** the 50 DMA, with the alignment: `200 DMA > 50 DMA > 20 DMA > Price`. It also plots **SELL** signals when the 20 DMA crosses **above** the 50 DMA, with the alignment: `Price > 20 DMA > 50 DMA > 200 DMA`. Each signal is plotted on the chart with green "BUY" and red "SELL" labels. The script includes alert conditions for both signals. It uses simple moving averages (SMA) of 20, 50, and 200 periods.
Penunjuk Pine Script®
oleh ShibouThomas
RB3 DEMO – Rejection Blocks Visual ExampleThis is a simplified demo version of a custom Rejection Block (RB) visual indicator. It identifies potential bullish and bearish rejection zones based purely on candle structure, without using any time-based or algorithmic filters. 🧠 What it does: • Detects Bullish and Bearish Rejection Blocks using clean price action logic • Highlights those zones with boxes, optional lines, and labels • Designed to help traders visually study price rejections and market structure ⚙️ How it works: • Bullish RB = red candle with a lower low than the previous and next candle • Bearish RB = green candle with a higher high than the previous and next candle • No time filters or hidden logic are used — this tool is purely structural 🎯 Best used by: • Traders who want to visualize potential rejection zones • Beginners studying price action and structural reversals • Visual learners who prefer clean chart-based confirmations ✅ This demo does **not** include institutional filters, time anchors (e.g., TRAL‑03), or sequence-based validation. 📌 A more advanced version with time-reactive filtering logic is available privately. ℹ️ To use: enable "Boxes" and/or "Labels" to highlight rejection blocks clearly. Works on all timeframes.
Penunjuk Pine Script®
oleh theunlockedtrading
NY Open ATR System - Tick Range Filter### **New York Open ATR System - Brief Overview** #### **🎯 Core Purpose** Identifies **high-potential breakout setups** at the New York open (13:30 UTC) by combining: 1. **Volatility filters** (dual ATR periods) 2. **Tick-based range analysis** 3. **Time-specific triggers** --- ### **⚙️ Key Components** | **Feature** | **Function** | |---------------------------|-----------------------------------------------------------------------------| | **ATR Filters** | Dual volatility checks (short + long periods) at 13:25 UTC | | **Tick Range Limit** | Highlights candles with range < user-defined ticks (default: 150) | | **Time Precision** | Focuses exclusively on 13:30 UTC weekday candles | | **Visual Markers** | Yellow highlight + tick count label (e.g., "147/150 ticks") | | **Info Panel** | Real-time display of settings and current tick count | --- ### **📊 How It Works** 1. **Pre-Open Check (13:25 UTC)** - Verifies market volatility using 2 ATR values - Requires both to exceed user-defined thresholds 2. **Open Analysis (13:30 UTC)** - Measures exact tick count: `(high - low) / instrument_mintick` - Compares against your max tick limit (adjustable 1-5000) 3. **Visual Trigger** - Highlights candle yellow if: ```tick_count < your_set_limit``` - Labels show exact performance vs limit (e.g., "142/150 ticks") --- ### **⚡ Trading Signals** | **Condition** | **Visual Feedback** | |----------------------------|---------------------------------------------| | High volatility + tight range | Yellow candle + tick count label | | All other scenarios | No marking | --- ### **🛠️ Customization** ```pine // Key Adjustable Parameters: maxTicks = input.int(150) // Set 1-5000 ticks atrPeriod1 = input.int(14) // Short ATR (2-5000) atrPeriod2 = input.int(161) // Long ATR (2-5000) candleColor = input.color(color.yellow) // Highlight color ``` --- ### **💡 Practical Use Cases** 1. **Breakout Anticipation** - Tight ranges after volatility spikes often precede strong moves 2. **Session Scalping** - Identify low-range opens for mean-reversion plays 3. **Volatility Filtering** - Avoid trading when ATR thresholds aren't met --- ### **📈 Suggested Settings** | **Market** | **Max Ticks** | **ATR Periods** | |------------------|--------------|----------------| | Forex (EUR/USD) | 100-200 | 14/161 | | Stocks (SPY) | 50-120 | 10/200 | | Crypto (BTC) | 300-500 | 20/100 | --- ### **✅ Benefits** - **Precision Timing**: Focused on NY open liquidity surge - **Quantitative Filtering**: Exact tick measurement + volatility thresholds - **Clean Visuals**: No chart clutter - only marks qualifying candles - **Adaptable**: Works across all markets and timeframes This system helps traders spot high-probability breakout setups by combining volatility anticipation with precise range measurement at the market's most liquid opening window.
Penunjuk Pine Script®
oleh harsh_nijjer13
Dominance Candle Raja Saien (Detector with Alerts)Dominance Candle Finder with Alerts by Raja Saien This powerful indicator is designed to detect dominance candles—those strong-bodied candles that often signify momentum and trend strength. Whether you're trading breakouts, trend continuations, or reversals, this tool helps you identify key market moves in real time with optional alerts. 🔍 Features: Automatic Detection of Dominance Candles: Highlights candles with strong body size, showing decisive market movement. Customizable Thresholds: Adjust sensitivity according to your strategy or asset volatility. Built-in Alerts: Get notified the moment a dominance candle forms—no need to stare at charts all day! Multi-Timeframe Compatibility: Works on any timeframe from 1-minute to daily or higher. 📊 Use Cases: Entry confirmation on breakouts Trend strength analysis Volatility surge detection Combine with support/resistance or order block zones for powerful setups Tip: Best used with strong support/resistance levels or price action strategies for confluence
Penunjuk Pine Script®
oleh RajaSaien
1
Linear Regression Channels📈 Linear Regression Channels 🌟 Overview A professional dual linear regression channel indicator designed for comprehensive trend analysis. This powerful tool provides simultaneous short-term and long-term trend perspectives through two independent regression channels with customizable standard deviation bands. 🔧 Core Features 📊 Dual Channel System Channel 1: 43-period regression analysis for long-term trend identification Channel 2: 20-period regression analysis for short-term momentum tracking Independent Configuration: Each channel fully customizable with separate parameters Real-Time Updates: Dynamic calculations with every new candle 📐 Standard Deviation Bands Multiple Levels: Configurable deviation bands (1σ, 2σ, 3σ) Dynamic Support/Resistance: Automatically calculated price levels Trend Boundaries: Clear visualization of trend strength and direction Statistical Precision: Mathematically accurate regression calculations 🎨 Customization Options 🎭 Visual Styling Individual Colors: Separate color schemes for each channel Line Styles: Choose between Solid, Dashed, or Dotted lines Line Width: Adjustable thickness (1-5 pixels) for optimal visibility Extension Options: Project lines into the future for analysis ⚙️ Technical Parameters Period Length: Fully adjustable lookback periods Source Selection: Choose from Close, Open, High, Low, or custom sources Deviation Levels: Customizable standard deviation multipliers Display Control: Toggle individual channels on/off 📈 Trading Applications 🎯 Trend Analysis Dual Timeframe Perspective: Simultaneous short and long-term view Trend Confirmation: When both channels align in direction Trend Strength: Measured by price position within channels 🔍 Support & Resistance Dynamic Levels: Standard deviation bands as S/R zones Channel Boundaries: Natural support and resistance areas Confluence Trading: Multiple level confirmations ⚡ Entry & Exit Signals Channel Breakouts: Trend continuation opportunities Mean Reversion: Trades back to center line Channel Crossovers: When price moves between timeframes 🚀 Key Benefits ✅ Multi-Timeframe Analysis - Complete market perspective ✅ Mathematical Precision - Least squares regression accuracy ✅ High Customization - Adaptable to any trading style ✅ Clean Interface - Professional chart appearance ✅ Performance Optimized - Smooth real-time operation ✅ Versatile Application - Works on all markets and timeframes 💡 Professional Usage Combine both channels for confluence signals Use longer channel for overall trend bias Trade shorter channel signals within longer trend Monitor channel width for volatility analysis Essential tool for traders seeking precise trend analysis and dynamic support/resistance levels.
Penunjuk Pine Script®
oleh shlomig212
Exponential-Decay Cumulative Spread (Cycle-Tuned)## Indicator Overview **Exponential-Decay Cumulative Spread (Cycle-Tuned)** – short title **LambdaCumDelta** – tracks the percentage spread between CEXs BTC spot prices. By clipping outliers, applying an exponential-decay running sum, and comparing that sum to rolling percentile bands, the script flags potential **cycle bottoms** and **cycle tops** whenever the cumulative spread stays beyond extreme thresholds for three consecutive bars. --- ### Core Logic 1. **Price Spread** `spread_pct = (cexA – cexB) / cexB × 100`. 2. **Outlier Suppression** * Calculates the **90-day standard deviation σ** of `spread_pct`. * Uses a **clip coefficient `k_clip`** (0.5–5.0) to cap the spread at `±k_clip × σ`, damping single-day anomalies. 3. **Exponential-Decay Sum** * Applies a decay factor **λ** (0.50–0.999): ``` CumΔₜ = spread_clipₜ + λ × CumΔₜ₋₁ ``` * Larger λ → longer memory half-life. 4. **Rolling Percentile Bands** * Uses a **365-bar window** to derive dynamic percentile thresholds. * Upper / Lower bands are set by **perc\_hi** and **perc\_lo** (e.g., 85 % and 15 %). 5. **Signal Definition** * **Bullish** (cycle bottom): `CumΔ` above the upper band for **3 straight bars**. * **Bearish** (cycle top): `CumΔ` below the lower band for **3 straight bars**. --- ### Chart Elements | Plot | Style | Meaning | | --------------- | ----------------- | ----------------------------------- | | **CumΔ** | Teal thick line | Exponential-decay cumulative spread | | Upper Threshold | Green thin line | Rolling upper percentile | | Lower Threshold | Red thin line | Rolling lower percentile | | Background | Faded green / red | Bullish / bearish signal zone | --- ### Key Inputs | Input | Default | Purpose | | -------------------- | ------- | ------------------------------- | | **Decay factor λ** | 0.95 | Memory length of CumΔ | | **Clip coefficient** | 2.0 | Multiple of σ for outlier cap | | **Upper percentile** | 85 | Cycle-bottom trigger percentile | | **Lower percentile** | 15 | Cycle-top trigger percentile | --- ### Practical Tips 1. **Timing bias** * Green background often precedes mean-reversion of the spread – consider scaling into longs or covering shorts. * Red background suggests stretched positive spread – consider trimming longs or lightening exposure. 2. **Combine with volume, trend filters (MA, MACD, etc.)** to weed out false extremes. 3. Designed for **daily charts**; ensure both exchange feeds are synchronized. --- ### Alerts Two built-in `alertcondition`s fire when bullish or bearish criteria are met, enabling push / email / webhook notifications. --- ### Disclaimer This script is for educational and research purposes only and is **not** financial advice. Test thoroughly and trade at your own risk.
Penunjuk Pine Script®
oleh Yarlung
Momentum Candle V2 by Sekolah Trading📌 Momentum Candle V2 by Sekolah Trading – Pair-Based Volatility & Wick Ratio Filter This script provides a structured and adaptive approach to detecting high-probability momentum candles in intraday markets. It dynamically adjusts pip thresholds and wick filtering conditions based on the selected symbol and timeframe, making it highly practical for real-time trading. 🔍 Concept and Originality Momentum Candle V2 by Sekolah Trading implements a custom-built methodology combining: Dynamic Pip Calibration For each supported instrument (e.g., XAUUSD, USDJPY, GBPUSD, AUDUSD, EURUSD, BTCUSD), the user can define a pip threshold that determines the minimum valid body size for momentum candles. These thresholds are tailored for each pair and timeframe (M5, M15, H1), ensuring the logic adjusts to different volatility profiles. Wick-to-Body Ratio Filtering The script filters out candles with large wicks by requiring that total wick length (upper + lower) be no more than 30% of the full candle range. This helps identify decisive candles with minimal rejection. Directional Validation Bullish momentum is defined as: Close > Open with a shorter upper wick. Bearish momentum is: Close < Open with a shorter lower wick. Real-Time Timing Filter Alerts are only triggered when the current candle is between 20 and 90 seconds from closing, which reduces noise and encourages confirmation-based entry. Non-Repainting Logic All calculations run in real-time with confirmed candles only — no lookahead or future leak. 📊 Visual Output – How to Read the Chart When the conditions above are met, the script displays triangle markers on the chart: 🔺 Red downward triangle above the candle: valid bearish momentum signal 🔻 Blue upward triangle below the candle: valid bullish momentum signal These shapes appear on live bars during the final moments of the candle to alert traders to potential confirmed momentum. 🔔 Alert Conditions Two alert types are provided: Momentum Bullish: Large bullish candle with small upper wick, during last 20–90s of bar Momentum Bearish: Large bearish candle with small lower wick, same timing window Alerts are designed for precision entries at candle close. 🧭 How to Use Apply the script to a 5m, 15m, or 1h chart. Configure pip thresholds for your preferred pairs from the input settings. Watch for triangle markers near the close of each candle: Blue = potential bullish momentum Red = potential bearish momentum Set alerts: Go to Alerts → Select Momentum Bullish or Momentum Bearish Frequency: Once Per Bar Customize message: e.g. “Momentum Bullish on XAUUSD M15” Combine signals with: EMA, S/R, or trend filters Volume/Order Flow Liquidity zone or breakout context 🛡️ Why This Script Is Closed-Source This script uses proprietary logic developed by Sekolah Trading, including: Custom pip calibration engine Adaptive wick filtering Real-time entry validation with triangle plots While the code is protected, the methodology has been explained transparently here in accordance with TradingView publishing rules. ⚠️ Disclaimer This script is provided for educational and technical analysis purposes only. It does not guarantee results or provide financial advice. Always verify trades with your own strategy and risk controls. Author: Sekolah Trading Version: Momentum Candle V2 Built with Pine Script v6
Penunjuk Pine Script®
oleh sekolah_trading