立即開始

在腳本中搜尋"股票开盘前15分钟交易规则"

VWAP CALENDARThe VWAP CALENDAR indicator plots up to 20 anchored Volume-Weighted Average Price (VWAP) lines on your chart, each starting from a user-defined date and time (e.g., April 20, 2024). Designed for simplicity, it helps traders visualize VWAPs for key events or dates, with customizable labels and colors. The indicator is optimized for crypto markets (e.g., BTC/USD) but works with any symbol providing volume data. Features: Multiple VWAPs: Configure up to 20 independent VWAPs, each with a custom anchor date and time. Dynamic Labels: Labels update in real-time, aligning precisely with each VWAP line’s price level, positioned to the right of the chart for clarity. Customizable Settings: Adjust label text (e.g., “Event A”), line colors, line widths (1–5 pixels), text colors, and text sizes (8–40 points, default 22). Bubble or No-Background Labels: Choose between bubble-style labels (with colored backgrounds) or plain text labels without backgrounds. Timeframe Support: Accurate on daily, 4-hour, 1-hour, and 30-minute charts for anchors within ~1.5 years (e.g., April 20, 2024, from August 2025). Limitations: VWAP accuracy for anchors like April 20, 2024 (~477 days back) is reliable on 1-hour and larger timeframes. Below 30-minute (e.g., 15-minute, 24-minute), VWAPs may start later or be unavailable due to TradingView’s 5,000-bar historical data limit. For distant anchors, use 4-hour or daily charts to ensure accuracy. Requires sufficient chart history (e.g., premium account or deep exchange data) for older anchors on 1-hour or 30-minute charts. Usage Notes: Set anchor dates via the indicator settings (e.g., “2024-04-20 00:00”). Enable/disable individual VWAPs as needed. Zoom out to load maximum chart history for best results, especially on 1-hour or 30-minute timeframes. Ideal for crypto symbols with continuous trading data, but verify data availability for other markets. Disclaimer: This is a free indicator provided as-is
Pine Script®指標
由fragilety提供
Recent Range DetectorOverview The Recent Range Detector is a specialized indicator designed to identify when an asset is currently range-bound, providing traders with clear support and resistance levels for range trading strategies. Unlike traditional indicators that focus on trend detection, this tool specifically answers the question: "Is the price range-bound right now, and what are the exact trading levels?" Key Features ✅ Smart Range Detection - Uses a multi-factor scoring system to identify legitimate ranges ✅ Dynamic Support/Resistance Levels - Automatically calculates and displays key trading levels ✅ Range Quality Scoring - Provides confidence levels (Strong/Moderate/Weak Range) ✅ Touch Validation - Counts actual price touches to confirm range reliability ✅ Breakout Detection - Alerts when price exits the established range ✅ Visual Clarity - Clean boxes, lines, and labels for easy interpretation How It Works The indicator analyses recent price action using three core metrics: Touch Quality (40%) - How many times price has respected support/resistance levels Containment Quality (40%) - What percentage of recent bars stayed within the range Recent Respect (20%) - Whether the latest price action confirms the range These combine into a Range Score (0-1) that determines range strength and reliability. Settings & Parameters Range Lookback Period (Default: 15) Number of bars to analyse for range detection Shorter periods = more responsive to recent ranges Longer periods = more stable, fewer false signals Range Tolerance (Default: 2.0%) Tolerance for price touches around exact highs/lows Lower values = stricter range requirements Higher values = more flexible range detection Minimum Touches (Default: 3) Required number of support/resistance touches for valid range Higher values = more confirmed ranges, fewer signals Lower values = more sensitive, earlier detection Visual Options Show Range Box: Displays the range boundaries Show Support/Resistance Lines: Extends levels into the future Understanding the Output Range Score (0.000 - 1.000) 0.7+ = Strong Range (Green) - High confidence range trading setup 0.5-0.7 = Moderate Range (Yellow) - Decent range with some caution 0.3-0.5 = Weak Range (Orange) - Low confidence, be careful <0.3 = Not Ranging - Avoid range trading strategies Range Status Classifications Strong Range - Perfect for range trading strategies Moderate Range - Good range with normal risk Weak Range - Marginal range, use smaller positions Not Ranging - Price is trending or too choppy for range trading Key Metrics in Info Table Range Size (%) - Size of the range relative to price level 5-15% = Ideal range size for most strategies <5% = Tight range, lower profit potential >15% = Wide range, higher profit potential but more risk Support/Resistance Levels - Exact price levels for entries/exits Use these as your key trading levels Support = potential buy zone Resistance = potential sell zone Total Touches - Number of times price respected the levels 3-5 touches = Newly formed range 6-10 touches = Well-established range 10+ touches = Very strong, reliable range Price Position (%) - Current location within the range 0-20% = Near support (potential long opportunity) 80-100% = Near resistance (potential short opportunity) 40-60% = Middle of range (wait for better entry) Visual Elements Range Box Green Box = Strong Range (Score ≥ 0.7) Yellow Box = Moderate Range (Score 0.5-0.7) Orange Box = Weak Range (Score 0.3-0.5) Support/Resistance Lines - Horizontal lines showing exact trading levels - Extend into the future for forward guidance - Colour matches the range strength Background Colouring - Subtle background tint during range periods - Helps quickly identify ranging vs trending markets Breakout Signals - 📈 RANGE BREAK UP - Price breaks above resistance - 📉 RANGE BREAK DOWN - Price breaks below support - Only appears for confirmed ranges (Score ≥ 0.5) Trading Applications Range Trading Strategy 1. Look for Range Score ≥ 0.5 2. Buy near support (Price Position 0-20%) 3. Sell near resistance (Price Position 80-100%) 4. Set stops just outside the range 5. Exit on breakout signals Breakout Strategy 1. Identify strong ranges (Score ≥ 0.7) 2. Wait for volume-confirmed breakout 3. Enter in breakout direction 4. Use previous resistance as support (or vice versa) Market Context - Strong ranges often occur after trending moves - Use higher timeframes to confirm overall market structure - Combine with volume analysis for better entries/exits Best Practices What to Look For ✅ Range Score ≥ 0.5 for trading consideration ✅ Multiple touches (5+) for confirmation ✅ Clear price rejection at levels ✅ Reasonable range size (5-15% for most assets) ✅ Recent price respect of boundaries What to Avoid ❌ Trading ranges with Score < 0.3 ❌ Very tight ranges (<3% size) - low profit potential ❌ Ranges with only 1-2 touches - not confirmed ❌ Ignoring breakout signals ❌ Trading against the higher timeframe trend Alerts Available - Range Detected - New range formation - Range Break Up - Upward breakout - Range Break Down - Downward breakout - Range Ended - Range condition ended Timeframe Recommendations - Daily Charts - Best for swing trading ranges - 4H Charts - Good for intermediate-term ranges - 1H Charts - Suitable for day trading ranges - Lower Timeframes - May produce more noise Conclusion The Recent Range Detector eliminates guesswork in range identification by providing objective, quantified range analysis. It's particularly valuable for traders who prefer range-bound strategies or need to identify when trending strategies should be avoided. Remember: No indicator is perfect. Always combine with proper risk management, volume analysis, and broader market context for best results. Disclaimer This indicator is for educational purposes only and should not be considered as financial advice. Trading involves risk, and past performance does not guarantee future results. Always conduct your own research and consider your risk tolerance before making any trading decisions.
Pine Script®指標
由eggubonda提供
VWAP CALENDARThe VWAP CALENDAR indicator plots up to 20 anchored Volume-Weighted Average Price (VWAP) lines on your chart, each starting from a user-defined date and time (e.g., April 20, 2024). Designed for simplicity, it helps traders visualize VWAPs for key events or dates, with customizable labels and colors. The indicator is optimized for crypto markets (e.g., BTC/USD) but works with any symbol providing volume data. Features: Multiple VWAPs: Configure up to 20 independent VWAPs, each with a custom anchor date and time. Dynamic Labels: Labels update in real-time, aligning precisely with each VWAP line’s price level, positioned to the right of the chart for clarity. Customizable Settings: Adjust label text (e.g., “Event A”), line colors, line widths (1–5 pixels), text colors, and text sizes (8–40 points, default 22). Bubble or No-Background Labels: Choose between bubble-style labels (with colored backgrounds) or plain text labels without backgrounds. Timeframe Support: Accurate on daily, 4-hour, 1-hour, and 30-minute charts for anchors within ~1.5 years (e.g., April 20, 2024, from August 2025). Limitations: VWAP accuracy for anchors like April 20, 2024 (~477 days back) is reliable on 1-hour and larger timeframes. Below 30-minute (e.g., 15-minute, 24-minute), VWAPs may start later or be unavailable due to TradingView’s 5,000-bar historical data limit. For distant anchors, use 4-hour or daily charts to ensure accuracy. Requires sufficient chart history (e.g., premium account or deep exchange data) for older anchors on 1-hour or 30-minute charts. Usage Notes: Set anchor dates via the indicator settings (e.g., “2024-04-20 00:00”). Enable/disable individual VWAPs as needed. Zoom out to load maximum chart history for best results, especially on 1-hour or 30-minute timeframes. Ideal for crypto symbols with continuous trading data, but verify data availability for other markets. Disclaimer: This is a free indicator provided as-is.
Pine Script®指標
由fragilety提供
Trend Filter (Higher Timeframe EMA)English (EN) This indicator overlays the higher timeframe (default: 1H) EMA trend onto your current chart to serve as a directional filter for trading decisions. - Fetches and plots EMA20 / EMA50 / EMA200 from a higher timeframe (user-configurable) - Identifies LONG trend when EMA20 > EMA50 > EMA200, SHORT trend when EMA20 < EMA50 < EMA200 - Changes background color based on trend direction (Green = Long, Red = Short) - Can trigger alerts when a new trend direction is detected 1. Apply this script to lower timeframes such as 5m or 15m charts to see the higher timeframe trend. 2. When the background is green, consider long setups; when red, consider short setups. 3. Use this as a filter in conjunction with your main entry signals, not as a standalone strategy. - Default higher timeframe is 1 hour, but you can change it in the settings. - This script does not provide financial advice. Use at your own risk. 日本語（JP） このインジケーターは、現在のチャートに上位足（デフォルト：1時間足）のEMAトレンドを重ねて表示し、売買方向のフィルターとして利用できます。 【機能】 - 上位足（設定可能）のEMA20 / EMA50 / EMA200 を取得して表示 - EMA20 > EMA50 > EMA200 でロングトレンド、EMA20 < EMA50 < EMA200 でショートトレンド判定 - トレンド方向に応じて背景色を変化（緑＝ロング、赤＝ショート） - トレンド発生時にアラートを送信可能 【使い方】 1. 5分足や15分足など短期足に適用し、背景色で上位足の流れを確認します。 2. 背景が緑の時は買い目線、赤の時は売り目線で短期エントリーを検討します。 3. 単独での売買判断ではなく、他のテクニカル指標と併用してご利用ください。 【注意】 - デフォルトは1時間足で計算していますが、設定から変更可能です。 - 本スクリプトは投資助言を行うものではありません。ご利用は自己責任でお願いします。
Pine Script®指標
由KAISEI_4649提供
Mutanabby_AI __ OSC+ST+SQZMOMMutanabby_AI OSC+ST+SQZMOM: Multi-Component Trading Analysis Tool Overview The Mutanabby_AI OSC+ST+SQZMOM indicator combines three proven technical analysis components into a unified trading system, providing comprehensive market analysis through integrated oscillator signals, trend identification, and volatility assessment. Core Components Wave Trend Oscillator (OSC): Identifies overbought and oversold market conditions using exponential moving average calculations. Key threshold levels include overbought zones at 60 and 53, with oversold areas marked at -60 and -53. Crossover signals between the two oscillator lines generate entry opportunities, displayed as colored circles on the chart for easy identification. Supertrend Indicator (ST): Determines overall market direction using Average True Range calculations with a 2.5 factor and 10-period ATR configuration. Green lines indicate confirmed uptrends while red lines signal downtrend conditions. The indicator automatically adapts to market volatility changes, providing reliable trend identification across different market environments. Squeeze Momentum (SQZMOM): Compares Bollinger Bands with Keltner Channels to identify consolidation periods and potential breakout scenarios. Black squares indicate squeeze conditions representing low volatility periods, green triangles signal confirmed upward breakouts, and red triangles mark downward breakout confirmations. Signal Generation Logic Long Entry Conditions: Green triangles from Squeeze Momentum component Supertrend line transitioning to green Bullish crossovers in Wave Trend Oscillator from oversold territory Short Entry Conditions: Red triangles from Squeeze Momentum component Supertrend line transitioning to red Bearish crossovers in Wave Trend Oscillator from overbought territory Automated Risk Management The indicator incorporates comprehensive risk management through ATR-based calculations. Stop losses are automatically positioned at 3x ATR distance from entry points, while three progressive take profit targets are established at 1x, 2x, and 3x ATR multiples respectively. All risk management levels are clearly displayed on the chart using colored lines and informative labels. When trend direction changes, the system automatically clears previous risk levels and generates new calculations, ensuring all risk parameters remain current and relevant to existing market conditions. Alert and Notification System Comprehensive alert framework includes trend change notifications with complete trade setup details, squeeze release alerts for breakout opportunity identification, and trend weakness warnings for active position management. Alert messages contain specific trading pair information, timeframe specifications, and all relevant entry and exit level data. Implementation Guidelines Timeframe Selection: Higher timeframes including 4-hour and daily charts provide the most reliable signals for position trading strategies. One-hour charts demonstrate good performance for day trading applications, while 15-30 minute timeframes enable scalping approaches with enhanced risk management requirements. Risk Management Integration: Limit individual trade risk to 1-2% of total capital using the automatically calculated stop loss levels for precise position sizing. Implement systematic profit-taking at each target level while adjusting stop loss positions to protect accumulated gains. Market Volatility Adaptation: The indicator's ATR-based calculations automatically adjust to changing market volatility conditions. During high volatility periods, risk management levels appropriately widen, while low volatility conditions result in tighter risk parameters. Optimization Techniques Combine indicator signals with fundamental support and resistance level analysis for enhanced signal validation. Monitor volume patterns to confirm breakout strength, particularly when Squeeze Momentum signals develop. Maintain awareness of scheduled economic events that may influence market behavior independent of technical indicator signals. The multi-component design provides internal signal confirmation through multiple alignment requirements, significantly reducing false signal occurrence while maintaining reasonable trade frequency for active trading strategies. Technical Specifications The Wave Trend Oscillator utilizes customizable channel length (default 10) and average length (default 21) parameters for optimal market sensitivity. Supertrend calculations employ ATR period of 10 with factor multiplier of 2.5 for balanced signal quality. Squeeze Momentum analysis uses Bollinger Band length of 20 periods with 2.0 multiplication factor, combined with Keltner Channel length of 20 periods and 1.5 multiplication factor. Conclusion The Mutanabby_AI OSC+ST+SQZMOM indicator provides a systematic approach to technical market analysis through the integration of proven oscillator, trend, and momentum components. Success requires thorough understanding of each element's functionality and disciplined implementation of proper risk management principles. Practice with demo trading accounts before live implementation to develop familiarity with signal interpretation and trade management procedures. The indicator's systematic approach effectively reduces emotional decision-making while providing clear, objective guidelines for trade entry, management, and exit strategies across various market conditions.
Pine Script®指標
由Mutanabby_AI提供
Information Theory Market AnalysisINFORMATION THEORY MARKET ANALYSIS OVERVIEW This indicator applies mathematical concepts from information theory to analyze market behavior, measuring the randomness and predictability of price and volume movements through entropy calculations. Unlike traditional technical indicators, it provides insight into market structure and regime changes. KEY COMPONENTS Four Main Signals: • Price Entropy (Deep Blue): Measures randomness in price movements • Volume Entropy (Bright Blue): Analyzes volume pattern predictability • Entropy MACD (Purple): Shows relationship between price and volume entropy • SEMM (Royal Blue): Stochastic Entropy Market Monitor - overall market randomness gauge Market State Detection: The indicator identifies seven distinct market states: • Strong Trending (SEMM < 0.1) • Weak Trending (0.1-0.2) • Neutral (0.2-0.3) • Moderate Random (0.3-0.5) • High Randomness (0.5-0.8) • Very Random (0.8-1.0) • Chaotic (>1.0) KEY FEATURES Advanced Analytics: • Signal Strength Confluence: 0-5 scale measuring alignment of multiple factors • Entropy Crossovers: Detects shifts between accumulation and distribution phases • Extreme Readings: Identifies statistical outliers for potential reversals • Trend Bias Analysis: Directional momentum assessment Information Dashboard: • Real-time entropy values and market state • Signal strength indicator with visual highlighting • Trend bias with directional arrows • Color-coded alerts for extreme conditions Customizable Display: • Adjustable SEMM scaling (5x to 100x) for optimal visibility • Multiple line styles: Smooth, Stepped, Dotted • 9 table positions with 3 size options • Professional blue color scheme with transparency controls Comprehensive Alert System - 15 Alert Types Including: • Extreme entropy readings (price/volume) • Crossover signals (dominance shifts) • Market state changes (trending ↔ random) • High confluence signals (3+ factors aligned) HOW TO USE Reading the Signals: • Entropy Values > ±25: Strong structural signals • Entropy Values > ±40: Extreme readings, potential reversals • SEMM < 0.2: Trending market favors directional strategies • SEMM > 0.5: Random market favors range/scalping strategies Signal Confluence: Look for multiple factors aligning: • Signal Strength ≥ 3.0 for higher probability setups • Background highlighting indicates confluence • Table shows real-time strength assessment Timeframe Optimization: • Short-term (1m-15m): Entropy Length 14-22, Sensitivity 3-5 • Swing Trading (1H-4H): Default settings optimal • Position Trading (Daily+): Entropy Length 34-55, Sensitivity 8-12 EDUCATIONAL APPLICATIONS Market Structure Analysis: • Understand when markets are trending vs. ranging • Identify accumulation and distribution phases • Recognize extreme market conditions • Measure information content in price movements Information Theory Concepts: • Binary entropy calculations applied to financial data • Probability distribution analysis of returns • Statistical ranking and percentile analysis • Momentum-adjusted randomness measurement TECHNICAL DETAILS Calculations: • Uses binary entropy formula: - • Percentile ranking across multiple timeframes • Volume-weighted probability distributions • RSI-adjusted momentum entropy (SEMM) Customization Options: • Entropy Length: 5-100 bars (default: 22) • Average Length: 10-200 bars (default: 88) • Sensitivity: 1.0-20.0 (default: 5.0, lower = more sensitive) • SEMM Scaling: 5.0-100.0x (default: 30.0) IMPORTANT NOTES Risk Considerations: • Indicator measures probabilities, not certainties • High SEMM values (>0.5) suggest increased market randomness • Extreme readings may persist longer than expected • Always combine with proper risk management Educational Purpose: This indicator is designed for: • Market structure analysis and education • Understanding information theory applications in finance • Developing probabilistic thinking about markets • Research and analytical purposes Performance Tips: • Allow 200+ bars for proper initialization • Adjust scaling and transparency for optimal visibility • Use confluence signals for higher probability analysis • Consider multiple timeframes for comprehensive analysis DISCLAIMER This indicator is for educational and analytical purposes. It does not constitute financial advice. Past performance does not guarantee future results. Always conduct your own research and consider your risk tolerance before making trading decisions. Version: 5.0 Category: Oscillators, Volume, Market Structure Best For: All timeframes, trending and ranging markets Complexity: Intermediate to Advanced
Pine Script®指標
由bearbearbull23提供
TCP | Market Session | Session Analyzer📌 TCP | Market Session Indicator | Crypto Version A powerful, real-time market session visualization tool tailored for crypto traders. Track the heartbeat of Asia, Europe, and US trading hours directly on your chart with live session boxes, behavioral analysis, liquidity grab detection, and countdown timers. Know when the action starts, how the market behaves, and where the traps lie. 🔰 Introduction: Trade the Right Hours with the Right Tools Time matters in trading. Most significant moves happen during key sessions—and knowing when and how each session unfolds can give you a sharp edge. The TCP Market Session Indicator, developed by Trade City Pro (TCP), puts professional session tracking and behavioral insights at your fingertips. Whether you're a scalper or swing trader, this indicator gives you the timing context to enter and exit trades with greater confidence and clarity. 🕒 Core Features • Live Session Boxes : Highlight active ranges during Asia, Europe, and US sessions with dynamic high/low updates. • Session Start/End Labels : Know exactly when each session begins and ends plotted clearly on your chart with context. • Session Behavior Analysis : At the end of each session, the indicator classifies the price action as: - Trend Up - Trend Down - Consolidation - Manipulation • Liquidity Grab Detection: Automatically detects possible stop hunts (fake breakouts) and marks them on the chart with precision filters (volume, ATR, reversal). • Session Countdown Table: A live dashboard showing: - Current active session - Time left in session - Upcoming session and how many minutes until it starts - Utility time converter (e.g. 90 min = 01:30) • Vertical Session Lines: Visualize past and upcoming session boundaries with customizable history and future range. • Multi-Day Support: Draw session ranges for previous, current, and future days for better backtesting and forecasting. ⚙️ Settings Panel Customize everything to fit your trading style and schedule: • Session Time Settings: Set the opening and closing time for each session manually using UTC-based minute inputs. → For example, enter Asia Start: 0, Asia End: 480 for 00:00–08:00 UTC. This gives full flexibility to adjust session hours to match your preferred market behavior. • Enable or Disable Elements: Toggle the visibility of each session (Asia, Europe, US), as well as: - Session Boxes - Countdown Table - Session Lines - Liquidity Grab Labels • Timezone Selection: Choose between using UTC or your chart’s local timezone for session calculations. • Customization Options: Select number of past and future days to draw session data Adjust vertical line transparency Fine-tune label offset and spacing for clean layout 📊 Smart Session Boxes Each session box tracks high, low, open, and close in real time, providing visual clarity on market structure. Once a session ends, the box closes, and the behavior type is saved and labeled ideal for spotting patterns across sessions. • Asia: Green Box • Europe: Orange Box • US: Blue Box 💡 Why Use This Tool? • Perfect Timing: Don’t get chopped in low-liquidity hours. Focus on sessions where volume and volatility align. • Pattern Recognition: Study how price behaves session-to-session to build better strategies. • Trap Detection: Spot manipulation moves (liquidity grabs) early and avoid common retail pitfalls. • Macro Session Mapping: Use as a foundational layer to align trades with market structure and news cycles. 🔍 Example Use Case You're watching BTC at 12:45 UTC. The indicator tells you: The Asia session just ended (label shows “Asia Session End: Trend Up”) Europe session starts in 15 minutes A liquidity grab just triggered at the previous high—label confirmed Now you know who’s active, what the market just did, and what’s about to start—all in one glance. ✅ Why Traders Trust It • Visual & Intuitive: Fully chart-based, no clutter, no guessing • Crypto-Focused: Designed specifically for 24/7 crypto markets (not outdated forex models) • Non-Repainting: All labels and boxes stay as printed—no tricks • Reliable: Tested across multiple exchanges, pairs, and timeframes 🧩 Built by Trade City Pro (TCP) The TCP Market Session Indicator is part of a suite of professional tools used by over 150,000 traders. It’s coded in Pine Script v6 for full compatibility with TradingView’s latest capabilities. 🔗 Resources • Tutorial: Learn how to analyze sessions like a pro in our TradingView guide: "TradeCityPro Academy: Session Mapping & Liquidity Traps" • More Tools: Explore our full library of indicators on
Pine Script®指標
由tradecitypro提供
43
Time Window Optimizer [theUltimator5]The Time Window Optimizer is designed to identify the most profitable 30-minute trading windows during regular market hours (9:30 AM - 4:00 PM EST). This tool helps traders optimize their intraday strategies by automatically discovering time periods with the highest historical performance or allowing manual selection for custom analysis. It also allows you to select manual timeframes for custom time period analysis. 🏆 Automatic Window Discovery The core feature of this indicator is its intelligent Auto-Find Best 30min Window system that analyzes all 13 possible 30-minute time slots during market hours. How the Algorithm Works: Concurrent Analysis: The indicator simultaneously tracks performance across all 13 time windows (9:30-10:00, 10:00-10:30, 10:30-11:00... through 15:30-16:00) Daily Performance Tracking: For each window, it captures the percentage change from window open to window close on every trading day Cumulative Compounding: Daily returns are compounded over time to show the true long-term performance of each window, starting from a normalized value of 1.0 Dynamic Optimization: The system continuously identifies the window with the highest cumulative return and highlights it as the optimal choice Statistical Validation: Performance is validated through multiple metrics including average daily returns, win rates, and total sample size Visual Representation: Best Window Line: The top-performing window is displayed as a thick colored line for easy identification All 13 Lines (optional): Users can view performance lines for all time windows simultaneously to compare relative performance Smart Coloring: Lines are color-coded (green for gains, red for losses) with the best performer highlighted in a user-selected color 📊 Comprehensive Performance Analysis The indicator provides detailed statistics in an information table: Average Daily Return: Mean percentage change per trading session Cumulative Return: Total compounded performance over the analysis period Win Rate: Percentage of profitable days (colored green if ≥50%, red if <50%) Buy & Hold Comparison: Shows outperformance vs. simple buy-and-hold strategy Sample Size: Number of trading days analyzed for statistical significance 🛠️ User Settings imgur.com Auto-Optimization Controls: Auto-Find Best Window: Toggle to enable/disable automatic optimization Show All 13 Lines: Display all time window performance lines simultaneously Best Window Line Color: Customize the color of the top-performing window Manual Mode: imgur.com Custom Time Window: Set any desired time range using session format (HHMM-HHMM) Crypto Support: Built-in timezone offset adjustment for cryptocurrency markets Chart Type Options: Switch between candlestick and line chart visualization Visual Customization: imgur.com Background Highlighting: Optional background color during active time windows Candle Coloring: Custom colors for bullish/bearish candles within the time window Table Positioning: Flexible placement of the statistics table anywhere on the chart 🔧 Technical Features Market Compatibility: Stock Markets: Optimized for traditional market hours (9:30 AM - 4:00 PM EST) Cryptocurrency: Includes timezone offset adjustment for 24/7 crypto markets Exchange Detection: Automatically detects crypto exchanges and applies appropriate settings Performance Optimization: Efficient Calculation: Uses separate arrays for each time block to minimize computational overhead Real-time Updates: Dynamically updates the best-performing window as new data becomes available Memory Management: Optimized data structures to handle large datasets efficiently 💡 Use Cases Strategy Development: Identify the most profitable trading hours for your specific instruments Risk Management: Focus trading activity during historically successful time periods Performance Comparison: Evaluate whether time-specific strategies outperform buy-and-hold Market Analysis: Understand intraday patterns and market behavior across different time windows 📈 Key Benefits Data-Driven Decisions: Base trading schedules on historical performance data Automated Analysis: No manual calculation required - the algorithm does the work Flexible Implementation: Works in both automated discovery and manual selection modes Comprehensive Metrics: Multiple performance indicators for thorough analysis Visual Clarity: Clear, color-coded visualization makes interpretation intuitive This indicator transforms complex intraday analysis into actionable insights, helping traders optimize their time allocation and improve overall trading performance through systematic, data-driven approach to market timing.
Pine Script®指標
由TheUltimator5提供
Bollinger Heatmap [Quantitative]Overview The Bollinger Heatmap is a composite indicator that synthesizes data derived from 30 Bollinger bands distributed over multiple time horizons, offering a high-dimensional characterization of the underlying asset. Algorithm The algorithm quantifies the current price’s relative position within each Bollinger band ensemble, generating a normalized position ratio. This ratio is subsequently transformed into a scalar heat value, which is then rendered on a continuous color gradient from red to blue. Red hues correspond to price proximity to or extension below the lower band, while blue hues denote price proximity to or extension above the upper band. Using default parameters, the indicator maps bands over timeframes increasing in a pattern approximating exponential growth, constrained to multiples of seven days. The lower region encodes relationships with shorter-term bands spanning between 1 and 14 weeks, whereas the upper region portrays interactions with longer-term bands ranging from 15 to 52 weeks. Conclusion By integrating Bollinger bands across a diverse array of time horizons, the heatmap indicator aims to mitigate the model risk inherent in selecting a single band length, capturing exposure across a richer parameter space.
Pine Script®指標
由Quantitative提供
1
Bitcoin: Pi Cycle Top & Bottom Indicator Z ScoreIndicator Overview The Pi Cycle Top Indicator has historically been effective in picking out the timing of market cycle highs within 3 days. It uses the 111 day moving average (111DMA) and a newly created multiple of the 350 day moving average, the 350DMA x 2. Note: The multiple is of the price values of the 350DMA, not the number of days. For the past three market cycles, when the 111DMA moves up and crosses the 350DMA x 2 we see that it coincides with the price of Bitcoin peaking. It is also interesting to note that 350 / 111 is 3.153, which is very close to Pi = 3.142. In fact, it is the closest we can get to Pi when dividing 350 by another whole number. It once again demonstrates the cyclical nature of Bitcoin price action over long time frames. However, in this instance, it does so with a high degree of accuracy over Bitcoin's adoption phase of growth. Bitcoin Price Prediction Using This Tool The Pi Cycle Top Indicator forecasts the cycle top of Bitcoin’s market cycles. It attempts to predict the point where Bitcoin price will peak before pulling back. It does this on major high time frames and has picked the absolute tops of Bitcoin’s major price moves throughout most of its history. How It Can Be Used Pi Cycle Top is useful to indicate when the market is very overheated. So overheated that the shorter-term moving average, which is the 111-day moving average, has reached an x2 multiple of the 350-day moving average. Historically, it has proved advantageous to sell Bitcoin around this time in Bitcoin's price cycles. It is also worth noting that this indicator has worked during Bitcoin's adoption growth phase, the first 15 years or so of Bitcoin's life. With the launch of Bitcoin ETF's and Bitcoin's increased integration into the global financial system, this indicator may cease to be relevant at some point in this new market structure. Added the Z-Score metric for easy classification of the value of Bitcoin according to this indicator. Created for TRW
Pine Script®指標
由Commandoum提供
Period Highlighter ProPeriod Highlighter Pro is a versatile Pine Script indicator designed to visually highlight specific time periods on your TradingView charts, making it easier to analyze seasonal patterns, trading sessions, or specific weekdays. With customizable settings for months, weekdays, or intraday time ranges, this tool adapts to your trading strategy, allowing you to focus on key periods with precision. Features Flexible Highlight Modes: Choose from three modes to highlight: Month Range: Highlight specific months or a range (e.g., March to June) for seasonal analysis. Weekday Range: Highlight specific weekdays (e.g., Mondays or Monday to Wednesday) for weekly pattern analysis. Time Range: Highlight daily time windows (e.g., 15:30–22:00) for intraday session analysis, restricted to weekdays. Customizable Timezone: Set any IANA timezone (e.g., America/New_York, Europe/London) or UTC offset to align highlights with your preferred market hours. Historical Range Control: Define how far back to apply highlights with options for years (Month Range), weeks (Weekday Range), or days (Time Range). Visual Customization: Choose your highlight color to match your chart style. User-Friendly Inputs: Intuitive dropdowns and tooltips guide you through configuring each mode, ensuring only relevant settings are adjusted. How It Works Select a highlight mode and configure the corresponding settings: Month Range: Pick a start month and an optional end month (or "Disabled" for a single month) and set the number of years back. Weekday Range: Choose a start weekday and an optional end weekday (or "Disabled" for a single day) and set the number of weeks back. Time Range: Specify a start and end time (24-hour format) and the number of weekdays back. The indicator then applies a semi-transparent background color to chart bars that meet your criteria, making it easy to spot relevant periods. Use Cases Seasonal Traders: Highlight specific months to analyze recurring market patterns. Day Traders: Focus on active trading sessions (e.g., New York open) with precise time range highlighting. Weekly Pattern Analysts: Isolate specific weekdays to study price behavior. Global Traders: Adjust for any timezone to align with your market of interest. Why Use Period Highlighter Pro? This indicator simplifies time-based analysis by providing a clear visual overlay for your chosen periods. Whether you're studying historical trends or focusing on specific trading hours, Period Highlighter Pro offers the flexibility and precision to enhance your chart analysis. Licensed under the Mozilla Public License 2.0.
Pine Script®指標
由mjarestad提供
X EMA EQThe X EMA EQ is a versatile technical analysis tool designed to overlay price action with customizable Exponential Moving Averages (EMAs) and real-time equilibrium levels. Ideal for intraday traders, it blends trend-following and mean-reversion concepts to highlight both directional bias and potential value zones. 🔹 Key Features: 1. Dual EMA Visualization Plot up to two user-defined EMAs (default: 20 and 50 periods). Independently toggle and style each EMA to suit your strategy. Helps track short- and mid-term trend dynamics with clarity. 2. Running Equilibrium Bands Displays a real-time dynamic price range based on the highest high and lowest low over a user-defined rolling window (default: 15 minutes). Includes upper/lower quartile lines and a central midpoint, giving structure to intraday price movement. Useful for identifying compression, breakouts, and fair value zones. 3. Linear Regression Overlay (Optional) Apply a smoothed linear regression curve across the same time window. Highlights directional momentum and price mean trajectory. Valuable for assessing slope bias and trend strength over the equilibrium period. 4. Intraday Timeframe Optimization Designed specifically for intraday charts with minute-based resolutions (30 seconds to 60 minutes). Auto-adjusts logic based on the current chart’s timeframe. 5. Clean Visual Design Minimalist and translucent color schemes ensure readability without clutter. All components are independently toggleable for full customization. ⚙️ Settings Overview: EMA Settings: Enable/disable each EMA, set lengths and colors. Time & Price Settings: Define the running equilibrium period (in minutes), control visibility of bands and regression line, and adjust styling. X EMA EQ offers a compact yet powerful visual framework for traders seeking to align with short-term trend structure while keeping an eye on evolving price balance zones.
Pine Script®指標
由KinetiCapital提供
Time-Decaying Percentile Oscillator [BackQuant]Time-Decaying Percentile Oscillator 1. Big-picture idea Traditional percentile or stochastic oscillators treat every bar in the look-back window as equally important. That is fine when markets are slow, but if volatility regime changes quickly yesterday’s print should matter more than last month’s. The Time-Decaying Percentile Oscillator attempts to fix that blind spot by assigning an adjustable weight to every past price before it is ranked. The result is a percentile score that “breathes” with market tempo much faster to flag new extremes yet still smooth enough to ignore random noise. 2. What the script actually does Build a weight curve • You pick a look-back length (default 28 bars). • You decide whether weights fall Linearly , Exponentially , by Power-law or Logarithmically . • A decay factor (lower = faster fade) shapes how quickly the oldest price loses influence. • The array is normalised so all weights still sum to 1. Rank prices by weighted mass • Every close in the window is paired with its weight. • The pairs are sorted from low to high. • The cumulative weight is walked until it equals your chosen percentile level (default 50 = median). • That price becomes the Time-Decayed Percentile . Find dispersion with robust statistics • Instead of a fragile standard deviation the script measures weighted Median-Absolute-Deviation about the new percentile. • You multiply that deviation by the Deviation Multiplier slider (default 1.0) to get a non-parametric volatility band. Build an adaptive channel • Upper band = percentile + (multiplier × deviation) • Lower band = percentile – (multiplier × deviation) Normalise into a 0-100 oscillator • The current close is mapped inside that band: 0 = lower band, 50 = centre, 100 = upper band. • If the channel squeezes, tiny moves still travel the full scale; if volatility explodes, it automatically widens. Optional smoothing • A second-stage moving average (EMA, SMA, DEMA, TEMA, etc.) tames the jitter. • Length 22 EMA by default—change it to tune reaction speed. Threshold logic • Upper Threshold 70 and Lower Threshold 30 separate standard overbought/oversold states. • Extreme bands 85 and 15 paint background heat when aggressive fade or breakout trades might trigger. Divergence engine • Looks back twenty bars. • Flags Bullish divergence when price makes a lower low but oscillator refuses to confirm (value < 40). • Flags Bearish divergence when price prints a higher high but oscillator stalls (value > 60). 3. Component walk-through • Source – Any price series. Close by default, switch to typical price or custom OHLC4 for futures spreads. • Look-back Period – How many bars to rank. Short = faster, long = slower. • Base Percentile Level – 50 shows relative position around the median; set to 25 / 75 for quartile tracking or 90 / 10 for extreme tails. • Deviation Multiplier – Higher values widen the dynamic channel, lowering whipsaw but delaying signals. • Decay Settings – Type decides the curve shape. Exponential (default 1.16) mimics EMA logic. – Factor < 1 shrinks influence faster; > 1 spreads influence flatter. – Toggle Enable Time Decay off to compare with classic equal-weight stochastic. • Smoothing Block – Choose one of seven MA flavours plus length. • Thresholds – Overbought / Oversold / Extreme levels. Push them out when working on very mean-reverting assets like FX; pull them in for trend monsters like crypto. • Display toggles – Show or hide threshold lines, extreme filler zones, bar colouring, divergence labels. • Colours – Bullish green, bearish red, neutral grey. Every gradient step is automatically blended to generate a heat map across the 0-100 range. 4. How to read the chart • Oscillator creeping above 70 = market auctioning near the top of its adaptive range. • Fast poke above 85 with no follow-through = exhaustion fade candidate. • Slow grind that lives above 70 for many bars = valid bullish trend, not a fade. • Cross back through 50 shows balance has shifted; treat it like a micro trend change. • Divergence arrows add extra confidence when you already see two-bar reversal candles at range extremes. • Background shading (semi-transparent red / green) warns of extreme states and throttles your position size. 5. Practical trading playbook Mean-reversion scalps  1. Wait for oscillator to reach your desired OB/ OS levels  2. Check the slope of the smoothing MA—if it is flattening the squeeze is mature.  3. Look for a one- or two-bar reversal pattern.  4. Enter against the move; first target = midline 50, second target = opposite threshold.  5. Stop loss just beyond the extreme band. Trend continuation pullbacks  1. Identify a clean directional trend on the price chart.  2. During the trend, TDP will oscillate between midline and extreme of that side.  3. Buy dips when oscillator hits OS levels, and the same for OB levels & shorting  4. Exit when oscillator re-tags the same-side extreme or prints divergence. Volatility regime filter  • Use the Enable Time Decay switch as a regime test.  • If equal-weight oscillator and decayed oscillator diverge widely, market is entering a new volatility regime—tighten stops and trade smaller. Divergence confirmation for other indicators  • Pair TDP divergence arrows with MACD histogram or RSI to filter false positives.  • The weighted nature means TDP often spots divergence a bar or two earlier than standard RSI. Swing breakout strategy  1. During consolidation, band width compresses and oscillator oscillates around 50.  2. Watch for sudden expansion where oscillator blasts through extreme bands and stays pinned.  3. Enter with momentum in breakout direction; trail stop behind upper or lower band as it re-expands. 6. Customising decay mathematics Linear – Each older bar loses the same fixed amount of influence. Intuitive and stable; good for slow swing charts. Exponential – Influence halves every “decay factor” steps. Mirrors EMA thinking and is fastest to react. Power-law – Mid-history bars keep more authority than exponential but oldest data still fades. Handy for commodities where seasonality matters. Logarithmic – The gentlest curve; weight drops sharply at first then levels off. Mimics how traders remember dramatic moves for weeks but forget ordinary noise quickly. Turn decay off to verify the tool’s added value; most users never switch back. 7. Alert catalogue • TD Overbought / TD Oversold – Cross of regular thresholds. • TD Extreme OB / OS – Breach of danger zones. • TD Bullish / Bearish Divergence – High-probability reversal watch. • TD Midline Cross – Momentum shift that often precedes a window where trend-following systems perform. 8. Visual hygiene tips • If you already plot price on a dark background pick Bullish Color and Bearish Color default; change to pastel tones for light themes. • Hide threshold lines after you memorise the zones to declutter scalping layouts. • Overlay mode set to false so the oscillator lives in its own panel; keep height about 30 % of screen for best resolution. 9. Final notes Time-Decaying Percentile Oscillator marries robust statistical ranking, adaptive dispersion and decay-aware weighting into a simple oscillator. It respects both recent order-flow shocks and historical context, offers granular control over responsiveness and ships with divergence and alert plumbing out of the box. Bolt it onto your price action framework, trend-following system or volatility mean-reversion playbook and see how much sooner it recognises genuine extremes compared to legacy oscillators. Backtest thoroughly, experiment with decay curves on each asset class and remember: in trading, timing beats timidity but patience beats impulse. May this tool help you find that edge.
Pine Script®指標
由BackQuant提供
5 SMA/EMA and Zigzag- Chỉ báo gộp của 2 chỉ báo 5 đường MA/EMA/WMA và đường zigzag - Các thông số đường EMA và zigzag mặc định đã được đặt theo thông số khoá học Fibo - 5 đường MA có thể lựa chọn loại đường SMA, EMA, WMA, VWM và được bật mặc định 3 đường EMA 8, 13, 21 và có thể thay đổi màu đường định dạng đường. Và giao cắt của đường EMA 10 và 21 được đánh dấu bằng các dấu chấm tròn. - Đường zigzag được đặt thông số mặc định là 3. Màu đường và độ dày đường zigzag có thể thay đổi từ bảng lựa chọn, kiểu đường thì phải thay đổi trong code. - Bảng giá trị RSI, MA RSI thì đang để 7 khung thời gian. Muốn tắt bớt thì phải tắt trong code Và giá trị của RSI và MA RSI sẽ không đúng với các Tf 5, 15, 30 nếu Tf của chart lớn hơn TF này (do tradingview) . Vd TF chart là 15m thì giá trị RSI trong bảng của khung 5m không đúng, Tf chart là 60m thì giá trị RSI của 30m, 15m , 5m trong bảng là không đúng. TF chart là 4H thì giá trị trong bảng của khung 5m, 15m 30m không đúng, còn giá trị của 1H, 2H, 3H vẫn đúng. This is a combined indicator of two separate indicators: a 5-line MA/EMA/WMA indicator and a ZigZag indicator. The default parameters for the EMA and ZigZag lines are set according to the Fibo course settings. For the 5 moving averages, you can choose between SMA, EMA, WMA, and VWM. By default, 3 EMA lines (8, 13, 21) are enabled, and their colors and styles can be customized. The crossover between EMA 10 and EMA 21 is marked with circular dots. The default setting for the ZigZag line is 3. The color and thickness of the ZigZag line can be changed via the input panel, but the line style must be modified in the code. The RSI and MA RSI value table is currently set to display across 7 timeframes. To reduce the number of timeframes shown, you will need to edit the code manually. Note: The RSI and MA RSI values will not be accurate for timeframes 5m, 15m, and 30m if the chart's timeframe is higher than these (due to limitations in TradingView). For example: If the chart is on 15m, the RSI value for the 5m frame in the table will be incorrect. If the chart is on 60m, then RSI values for 30m, 15m, and 5m will be incorrect. If the chart is on 4H, the RSI values for 5m, 15m, and 30m will be incorrect, but the values for 1H, 2H, and 3H will still be correct.
Pine Script®指標
由DLTa提供