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ค่าเฉลี่ยเคลื่อนที่แบบเอกซ์โพเนนเชียล (EMA)

EMA6 or SMA6 Touch AlertThis script monitors the market and notifies you whenever the price touches either the 6-period EMA or the 6-period SMA. It helps identify potential pullbacks, reaction points, or entry zones, as price interaction with these moving averages often signals short-term market shifts. What the script does: Calculates the EMA 6 and SMA 6 Detects if price touches either moving average within the candle Plots both lines on the chart for visibility Allows you to set alerts to receive automatic notifications Best suited for: Scalping Day Trading Pullback Entries Short-term trend reactions
อินดิเคเตอร์ Pine Script®
โดย gihontt
Better DEMAThe Better DEMA is a new tool designed to recreate the classical moving average DEMA, into a smoother, more reliable tool. Combining many methodologies, this script offers users a unique insight into market behavior. How does it work? First, to get a smoother signal, we need to calculate the Gaussian filter. A Gaussian filter is a smoothing filter that reduces noise and detail by averaging data with weights following a Gaussian (bell-shaped) curve. Now that we have the source, we will calculate the following: n2 = n/2 (half of the user defined length) a = 2/(1+n) ns Now that we have that out of the way, it is time to get into the core. Now we calculate 2 EMAs: slow EMA => EMA over n fast EMA => EMA over n2 period Rather then now doing this: DEMA = fast EMA * 2 - slow EMA I found this to be better: DEMA = slow EMA * (1-a) + fast EMA * a As a last touch I took a little something from the HMA, and used a EMA with period of √n to smooth the entire the thing. The Trend condition at base is the following (but feel free to FAFO with it): Long = dema > dema yesterday and dema < src Short = dema < dema yesterday and dema > src Methodology While the DEMA is an amazing tool used in many great indicators, it can be far too noisy. This made me test out many filters, out of which the Gaussian performed best. Then I tried out the non subtractive approach and that worked too, as it made it smoother. Compacting on all I learned and smoothing it bit by bit, I think I can say this is worth looking into :). Use cases: Following Trends => classic, effective :) Smoothing sources for other indicators => if done well enough, could be useful :) Easy trend visualization => Added extra options for that. Strategy development => Yes Another good thing is it does not a high lookback period, so it should be better and less overfit. That is all for today Gs, Have fun and enjoy!
อินดิเคเตอร์ Pine Script®
โดย MisinkoMaster
Zero Lag Trend Signals (MTF) [Quant Trading] V7Overview The Zero Lag Trend Signals (MTF) V7 is a comprehensive trend-following strategy that combines Zero Lag Exponential Moving Average (ZLEMA) with volatility-based bands to identify high-probability trade entries and exits. This strategy is designed to reduce lag inherent in traditional moving averages while incorporating dynamic risk management through ATR-based stops and multiple exit mechanisms. This is a longer term horizon strategy that takes limited trades. It is not a high frequency trading and therefore will also have limited data and not > 100 trades. How It Works Core Signal Generation: The strategy uses a Zero Lag EMA (ZLEMA) calculated by applying an EMA to price data that has been adjusted for lag: Calculate lag period: floor((length - 1) / 2) Apply lag correction: src + (src - src ) Calculate ZLEMA: EMA of lag-corrected price Volatility bands are created using the highest ATR over a lookback period multiplied by a band multiplier. These bands are added to and subtracted from the ZLEMA line to create upper and lower boundaries. Trend Detection: The strategy maintains a trend variable that switches between bullish (1) and bearish (-1): Long Signal: Triggers when price crosses above ZLEMA + volatility band Short Signal: Triggers when price crosses below ZLEMA - volatility band Optional ZLEMA Trend Confirmation: When enabled, this filter requires ZLEMA to show directional momentum before entry: Bullish Confirmation: ZLEMA must increase for 4 consecutive bars Bearish Confirmation: ZLEMA must decrease for 4 consecutive bars This additional filter helps avoid false signals in choppy or ranging markets. Risk Management Features: The strategy includes multiple stop-loss and take-profit mechanisms: Volatility-Based Stops: Default stop-loss is placed at ZLEMA ± volatility band ATR-Based Stops: Dynamic stop-loss calculated as entry price ± (ATR × multiplier) ATR Trailing Stop: Ratcheting stop-loss that follows price but never moves against position Risk-Reward Profit Target: Take-profit level set as a multiple of stop distance Break-Even Stop: Moves stop to entry price after reaching specified R:R ratio Trend-Based Exit: Closes position when price crosses EMA in opposite direction Performance Tracking: The strategy includes optional features for monitoring and analyzing trades: Floating Statistics Table: Displays key metrics including win rate, GOA (Gain on Account), net P&L, and max drawdown Trade Log Labels: Shows entry/exit prices, P&L, bars held, and exit reason for each closed trade CSV Export Fields: Outputs trade data for external analysis Default Strategy Settings Commission & Slippage: Commission: 0.1% per trade Slippage: 3 ticks Initial Capital: $1,000 Position Size: 100% of equity per trade Main Calculation Parameters: Length: 70 (range: 70-7000) - Controls ZLEMA calculation period Band Multiplier: 1.2 - Adjusts width of volatility bands Entry Conditions (All Disabled by Default): Use ZLEMA Trend Confirmation: OFF - Requires ZLEMA directional momentum Re-Enter on Long Trend: OFF - Allows multiple entries during sustained trends Short Trades: Allow Short Trades: OFF - Strategy is long-only by default Performance Settings (All Disabled by Default): Use Profit Target: OFF Profit Target Risk-Reward Ratio: 2.0 (when enabled) Dynamic TP/SL (All Disabled by Default): Use ATR-Based Stop-Loss & Take-Profit: OFF ATR Length: 14 Stop-Loss ATR Multiplier: 1.5 Profit Target ATR Multiplier: 2.5 Use ATR Trailing Stop: OFF Trailing Stop ATR Multiplier: 1.5 Use Break-Even Stop-Loss: OFF Move SL to Break-Even After RR: 1.5 Use Trend-Based Take Profit: OFF EMA Exit Length: 9 Trade Data Display (All Disabled by Default): Show Floating Stats Table: OFF Show Trade Log Labels: OFF Enable CSV Export: OFF Trade Label Vertical Offset: 0.5 Backtesting Date Range: Start Date: January 1, 2018 End Date: December 31, 2069 Important Usage Notes Default Configuration: The strategy operates in its most basic form with default settings - using only ZLEMA crossovers with volatility bands and volatility-based stop-losses. All advanced features must be manually enabled. Stop-Loss Priority: If multiple stop-loss methods are enabled simultaneously, the strategy will use whichever condition is hit first. ATR-based stops override volatility-based stops when enabled. Long-Only by Default: Short trading is disabled by default. Enable "Allow Short Trades" to trade both directions. Performance Monitoring: Enable the floating stats table and trade log labels to visualize strategy performance during backtesting. Exit Mechanisms: The strategy can exit trades through multiple methods: stop-loss hit, take-profit reached, trend reversal, or trailing stop activation. The trade log identifies which exit method was used. Re-Entry Logic: When "Re-Enter on Long Trend" is enabled with ZLEMA trend confirmation, the strategy can take multiple long positions during extended uptrends as long as all entry conditions remain valid. Capital Efficiency: Default setting uses 100% of equity per trade. Adjust "default_qty_value" to manage position sizing based on risk tolerance. Realistic Backtesting: Strategy includes commission (0.1%) and slippage (3 ticks) to provide realistic performance expectations. These values should be adjusted based on your broker and market conditions. Recommended Use Cases Trending Markets: Best suited for markets with clear directional moves where trend-following strategies excel Medium to Long-Term Trading: The default length of 70 makes this strategy more appropriate for swing trading rather than scalping Risk-Conscious Traders: Multiple stop-loss options allow traders to customize risk management to their comfort level Backtesting & Optimization: Comprehensive performance tracking features make this strategy ideal for testing different parameter combinations Limitations & Considerations Like all trend-following strategies, performance may suffer in choppy or ranging markets Default 100% position sizing means full capital exposure per trade - consider reducing for conservative risk management Higher length values (70+) reduce signal frequency but may improve signal quality Multiple simultaneous risk management features may create conflicting exit signals Past performance shown in backtests does not guarantee future results Customization Tips For more aggressive trading: Reduce length parameter (minimum 70) Decrease band multiplier for tighter bands Enable short trades Use lower profit target R:R ratios For more conservative trading: Increase length parameter Enable ZLEMA trend confirmation Use wider ATR stop-loss multipliers Enable break-even stop-loss Reduce position size from 100% default For optimal choppy market performance: Enable ZLEMA trend confirmation Increase band multiplier Use tighter profit targets Avoid re-entry on trend continuation Visual Elements The strategy plots several elements on the chart: ZLEMA line (color-coded by trend direction) Upper and lower volatility bands Long entry markers (green triangles) Short entry markers (red triangles, when enabled) Stop-loss levels (when positions are open) Take-profit levels (when enabled and positions are open) Trailing stop lines (when enabled and positions are open) Optional ZLEMA trend markers (triangles at highs/lows) Optional trade log labels showing complete trade information Exit Reason Codes (for CSV Export) When CSV export is enabled, exit reasons are coded as: 0 = Manual/Other 1 = Trailing Stop-Loss 2 = Profit Target 3 = ATR Stop-Loss 4 = Trend Change Conclusion Zero Lag Trend Signals V7 provides a robust framework for trend-following with extensive customization options. The strategy balances simplicity in its core logic with sophisticated risk management features, making it suitable for both beginner and advanced traders. By reducing moving average lag while incorporating volatility-based signals, it aims to capture trends earlier while managing risk through multiple configurable exit mechanisms. The modular design allows traders to start with basic trend-following and progressively add complexity through ZLEMA confirmation, multiple stop-loss methods, and advanced exit strategies. Comprehensive performance tracking and export capabilities make this strategy an excellent tool for systematic testing and optimization. Note: This strategy is provided for educational and backtesting purposes. All trading involves risk. Past performance does not guarantee future results. Always test thoroughly with paper trading before risking real capital, and adjust position sizing and risk parameters according to your risk tolerance and account size. ================================================================================ TAGS: ================================================================================ trend following, ZLEMA, zero lag, volatility bands, ATR stops, risk management, swing trading, momentum, trend confirmation, backtesting ================================================================================ CATEGORY: ================================================================================ Strategies ================================================================================ CHART SETUP RECOMMENDATIONS: ================================================================================ For optimal visualization when publishing: Use a clean chart with no other indicators overlaid Select a timeframe that shows multiple trade signals (4H or Daily recommended) Choose a trending asset (crypto, forex major pairs, or trending stocks work well) Show at least 6-12 months of data to demonstrate strategy across different market conditions Enable the floating stats table to display key performance metrics Ensure all indicator lines (ZLEMA, bands, stops) are clearly visible Use the default chart type (candlesticks) - avoid Heikin Ashi, Renko, etc. Make sure symbol information and timeframe are clearly visible ================================================================================ COMPLIANCE NOTES: ================================================================================ ✅ Open-source publication with complete code visibility ✅ English-only title and description ✅ Detailed explanation of methodology and calculations ✅ Realistic commission (0.1%) and slippage (3 ticks) included ✅ All default parameters clearly documented ✅ Performance limitations and risks disclosed ✅ No unrealistic claims about performance ✅ No guaranteed results promised ✅ Appropriate for public library (original trend-following implementation with ZLEMA) ✅ Educational disclaimers included ✅ All features explained in detail ================================================================================
กลยุทธ์ Pine Script®
โดย Quant_Trading_Pro
1
ema200 plus Description: This advanced indicator displays Exponential Moving Averages (EMA) across multiple timeframes to help traders identify trend direction and strength across different market perspectives. Key Features: Multi-Timeframe EMA Analysis: Plots 200-period EMA on four different timeframes: 30-minute, 1-hour, 4-hour, and Daily Each timeframe is displayed with distinct colors for easy visual identification Visual Elements: Chart Lines: Four colored EMA lines plotted directly on the price chart Price Labels: Clear labels showing each EMA's current value at the latest bar Color-coded Table: Comprehensive data table showing price position relative to each EMA Trend Identification: Bullish Signal: When price closes above an EMA (green background in table) Bearish Signal: When price closes below an EMA (dark background in table) Helps identify confluence when multiple timeframes align in direction Customizable Settings: Adjustable EMA length (default: 200 periods) Customizable line width and offset Flexible table positioning (top/middle/bottom, left/center/right) Configurable table cell size and text appearance Swing traders analyzing multiple timeframes Position traders looking for trend confirmation Technical analysts seeking confluence across time horizons This indicator provides a comprehensive view of market trends across different time perspectives, helping traders make more informed decisions based on multi-timeframe analysis. This indicator does not provide trading advice. It is for educational and informational purposes only. **指标名称：多时间框架200 EMA** **描述：** 这款高级指标在多个时间框架上显示指数移动平均线（EMA），帮助交易者识别不同市场视角下的趋势方向和强度。 **主要特点：** 1. **多时间框架EMA分析：** - 在四个不同时间框架上绘制200周期EMA：30分钟、1小时、4小时和日线 - 每个时间框架使用独特颜色显示，便于视觉识别 2. **视觉元素：** - **图表线：** 在价格图表上直接绘制四条彩色EMA线 - **价格标签：** 清晰显示最新K线处各EMA的当前值 - **颜色编码表格：** 综合数据表格显示价格相对于各EMA的位置 3. **趋势识别：** - **看涨信号：** 当价格收于EMA上方时（表格中显示绿色背景） - **看跌信号：** 当价格收于EMA下方时（表格中显示深色背景） - 帮助识别多个时间框架方向一致时的共振信号 4. **可自定义设置：** - 可调整EMA长度（默认：200周期） - 可自定义线宽和偏移量 - 灵活的表格定位（上/中/下，左/中/右） - 可配置表格单元格大小和文本外观 **适合人群：** - 分析多时间框架的摆动交易者 - 寻求趋势确认的头寸交易者 - 寻找不同时间维度共振信号的技术分析师
อินดิเคเตอร์ Pine Script®
โดย Backspace1998
MarketMonkey-Indicator-Set-1 - GMMA open 🧠 MarketMonkey-Indicator-Set-1 — GMMA Open GMMA (Guppy Multiple Moving Average) Toolkit for Trend Clarity & Timing The MarketMonkey GMMA Open indicators brings a clean, high-performance visual of trend strength and direction using multiple exponential moving averages (EMAs) across short- and long-term time frames. Designed for traders who want to see momentum shifts and market transitions as they happen, this version overlays directly on the price chart for quick and confident reads. 🔍 How It Works * Short-term EMAs (3–15) track trader sentiment and momentum. * Long-term EMAs (30–60) show investor trend commitment. * The indicator dynamically colors the long-term EMAs: * 🔵 Blue : Upward momentum * 🔴 Red : Downward momentum When the short-term group expands above the long-term group, it signals strength and potential continuation. Tightening or compression may warn of pauses or reversals. 💡 Features * 12 adjustable EMA periods (customize your GMMA spacing) * Automatic color shifts for trend clarity * Live price flag for easy reference * Compact ticker/date display in the top-right corner * Minimalist, overlay-based design — no clutter, just clarity 📈 Best Used For * Spotting early trend changes * Confirming continuation or breakout setups * Identifying compression zones before reversals * Overlaying on ASX, S&P, FX, Gold, or Crypto charts 🔔 Part of the MarketMonkey Indicator Set series — tools built for real-world trend recognition and momentum trading.
อินดิเคเตอร์ Pine Script®
โดย Market_Monkey_AU
EMA Cloud + AlertsThe only EMA indicator you'll ever need. - Flexible EMAs: Customize EMA lengths (e.g., 9, 21) to match your trading style. - Dynamic Cloud: Auto-shades bullish (green) or bearish (red) clouds between EMAs for clear trend signals. - Trend Change Alerts: Auto-alerts that signal when a trend change (EMA crossover) happens on the timeframe you're currently viewing. - Timeframe Lock: Lock EMAs to a specific timeframe (e.g., 5m on a 1m chart) for consistent analysis. - Personalized Design: Adjust EMA colors, thickness, and cloud transparency for optimal visibility. A friendly reminder that no tool or indicator guarantees success. Integrate this into a robust trading plan.
อินดิเคเตอร์ Pine Script®
โดย VeroTradeX
15
20 EMA Undercut Bounce - M4v3r1ck💎 The "EMA Undercut Bounce" Bullish Scanner This indicator is designed to identify high-conviction continuation patterns where price makes a temporary dip for liquidity before resuming a powerful, established uptrend. It specifically looks for a bullish rejection off the 20-period Exponential Moving Average (EMA). 🎯 Strategy Logic The signal is generated only on the Daily (1D) timeframe when the following five precise conditions are met on the most recent completed bar: 1. Price Action (The Undercut Bounce) • Undercut: The bar's low price must have touched or temporarily traded below the 20-Day EMA. • Rejection: The bar's close price must have fully recovered and closed above the 20-Day EMA. This is the classic sign of strong buying pressure defending a key support level. 2. Strong Trend Hierarchy (The Bullish Stack) The moving averages must be perfectly stacked, confirming a robust multi-timeframe uptrend structure: • 10-Day EMA > 20-Day EMA • 20-Day EMA > 50-Day SMA • 50-Day SMA > 200-Day SMA 3. Momentum Confirmation (The Upward Slope) Both the 10-Day EMA and the 20-Day EMA must be rising from the previous day. This ensures that the short-term trend momentum is positive, ruling out signals during flat or turning markets. 💡 How to Use This Indicator 1. Timeframe: Ensure your chart is set to the Daily (1D) timeframe for accurate results. 2. Signal: A Green Background highlight and an Up-Arrow below the bar mark a confirmed signal. 3. Alerts: Use the built-in alert condition to set up notifications for stocks on your watchlist, allowing you to catch these high-quality setups without constantly monitoring charts. This script is ideal for trend-following traders looking to enter a position after a healthy shakeout and confirmation of continued bullish commitment.
อินดิเคเตอร์ Pine Script®
โดย M4v3r1ck_
[LTS] Marubozu Candle StrategyOVERVIEW The Marubozu Candle Strategy identifies and trades wickless candles (Marubozu patterns) with dynamic take-profit and stop-loss levels based on market volatility. This indicator combines traditional Japanese candlestick pattern recognition with modern volatility-adjusted risk management and includes a comprehensive performance tracking dashboard. A Marubozu candle is a powerful continuation pattern characterized by the complete absence of wicks on one side, indicating strong directional momentum. This strategy specifically detects: - Bullish Marubozu: Close > Open AND Low = Open (no lower wick) - Bearish Marubozu: Close < Open AND High = Open (no upper wick) When price returns to test these levels, the indicator generates trading signals with predefined risk-reward parameters. CORE METHODOLOGY Detection Logic: The script scans each bar for Marubozu formations using precise price comparisons. When a wickless candle appears, a horizontal line extends from the opening price, marking it as a potential support (bullish) or resistance (bearish) level. These levels remain active until price touches them or until the maximum line limit is reached. EMA Filter (Optional): An exponential moving average filter enhances signal quality by requiring proper trend alignment. For bullish signals, price must be above the EMA when touching the level. For bearish signals, price must be below the EMA. This filter reduces counter-trend trades and improves win rates in trending markets. Users can disable this filter for range-bound conditions. Dynamic Risk Management: The strategy employs ATR-based (Average True Range) position sizing rather than fixed point values. This approach adapts to market volatility automatically: - In low volatility: Tighter stops and targets - In high volatility: Wider stops and targets proportional to market movement Default settings use a 2:1 reward-to-risk ratio (1x ATR for take-profit, 0.5x ATR for stop-loss), but users can adjust these multipliers to match their trading style. HOW IT WORKS Step 1 - Pattern Detection: On each bar, the indicator evaluates whether the candle qualifies as a Marubozu by comparing the high, low, open, and close prices. When detected, the opening price becomes the key level. Step 2 - Level Management: Horizontal lines extend from each Marubozu's opening price. The indicator maintains two separate arrays: one for unbroken levels (actively extending) and one for broken levels (historical reference). Users can configure how many of each type to display, preventing chart clutter while maintaining relevant context. Step 3 - Signal Generation: When price returns to touch a Marubozu level, the indicator evaluates the EMA filter condition. If the filter passes (or is disabled), the script draws TP/SL boxes showing the expected profit and loss zones based on current ATR values. Step 4 - Trade Tracking: Each valid signal enters the tracking system, which monitors subsequent price action to determine outcomes. The script identifies whether the take-profit or stop-loss was hit first (discarding trades where both trigger on the same candle to avoid ambiguous results). PERFORMANCE DASHBOARD The integrated dashboard provides real-time strategy analytics to automatically convert results to dollar values for any instrument: Tracked Metrics: - Total Trades: Complete count of closed positions - Wins/Losses: Individual counts with color coding - Win Rate: Success percentage with dynamic color (green >= 50%, red < 50%) - Total P&L: Cumulative profit/loss in dollars - Avg Win: Mean dollar amount per winning trade - Avg Loss: Mean dollar amount per losing trade NOTE: The dollar values shown in the dashboard are for trading only a single share/contract/etc. You will need to manually multiply those numbers by the amount of shares/contracts you are trading to get a true value. The dollar conversion works automatically across all markets: - Futures contracts (ES, NQ, CL, etc.) use their contract specifications - Forex pairs use standard lot calculations - Stocks and crypto use their respective point values This eliminates manual calculation and provides immediate performance feedback in meaningful currency terms. CUSTOMIZATION OPTIONS ATR Settings: - ATR Period: Lookback length for volatility calculation (default: 14) - TP Multiplier: Take-profit distance as multiple of ATR (default: 3.0) - SL Multiplier: Stop-loss distance as multiple of ATR (default: 1.5) EMA Settings: - EMA Length: Period for trend filter calculation (default: 9) - Use EMA Filter: Toggle trend confirmation requirement (default: enabled) Visual Settings: - Bullish Color: Color for long signals and wins (default: green) - Bearish Color: Color for short signals and losses (default: red) - EMA Color: Color for trend filter line (default: orange) - Line Width: Thickness of Marubozu level lines (1-5, default: 2) - EMA Width: Thickness of EMA line (1-5, default: 2) Line Management: - Max Unbroken Lines: Limit for active extending lines (default: 10) - Max Broken Lines: Limit for historical touched lines (default: 5) Dashboard Settings: - Show Dashboard: Toggle performance display on/off - Dashboard Position: Corner placement (4 options) - Dashboard Size: Text size selection (Tiny/Small/Normal/Large) HOW TO USE 1. Add the indicator to your chart 2. Adjust ATR multipliers based on your risk tolerance (higher values = more conservative) 3. Configure the EMA filter based on market conditions (enable for trending, disable for ranging) 4. Set line limits to match your visual preference and chart timeframe 5. Monitor the dashboard to track strategy performance in real-time 6. Use the TP/SL boxes as reference levels for manual trades or automation Best Practices: - Enable EMA filter in strongly trending markets - Disable EMA filter if you want more trade signals but at lower quality - Increase ATR multipliers in highly volatile markets - Decrease ATR multipliers for tighter, more frequent trades - Review avg win/loss ratio to ensure positive expectancy UNIQUE FEATURES Unlike basic Marubozu detectors, this strategy provides: 1. Automatic level tracking with memory management 2. Volatility-adjusted risk parameters instead of fixed values 3. Optional trend confirmation via EMA filter 4. Real-time performance analytics with automatic dollar conversion 5. Separate tracking of wins/losses with individual averages 6. Configurable visual display to prevent chart clutter 7. Complete transparency with all logic visible in open-source code
อินดิเคเตอร์ Pine Script®
โดย LHAMA-Trading
Multi-Timeframe EMA Trend Dashboard with Volume and RSI Filters═══════════════════════════════════════════════════════════ MULTI-TIMEFRAME EMA TREND DASHBOARD ═══════════════════════════════════════════════════════════ OVERVIEW This indicator provides a comprehensive view of trend direction across multiple timeframes using the classic EMA 20/50 crossover methodology, enhanced with volume confirmation and RSI filtering. It aggregates trend information from six timeframes into a single dashboard for efficient market analysis. The indicator is designed for educational purposes and to assist traders in identifying potential trend alignments across different time horizons. ═══════════════════════════════════════════════════════════ FEATURES ═══════════════════════════════════════════════════════════ MULTI-TIMEFRAME ANALYSIS • Monitors 6 timeframes simultaneously: 1m, 5m, 15m, 1H, 4H, 1D • Each timeframe analyzed independently using request.security() • Non-repainting implementation with proper lookahead settings • Calculates overall trend strength as percentage of bullish timeframes EMA CROSSOVER SYSTEM • Fast EMA (default: 20) and Slow EMA (default: 50) • Bullish: Fast EMA > Slow EMA • Bearish: Fast EMA < Slow EMA • Neutral: Fast EMA = Slow EMA (rare condition) • Visual EMA plots with optional fill area VOLUME CONFIRMATION • Optional volume filter for crossover signals • Compares current volume against moving average (default: 20-period SMA) • Categorizes volume as: High (>1.5x average), Normal (>average), Low (70), oversold (<30), and neutral zones • Used in quality score calculation • Optional display toggle SUPPORT & RESISTANCE DETECTION • Automatic detection using highest/lowest over lookback period (default: 50 bars) • Plots resistance (red), support (green), and mid-level (gray) • Step-line style for clear visualization • Optional display toggle QUALITY SCORING SYSTEM • Rates trade setups from 1-5 stars • Considers: MTF alignment, volume confirmation, RSI positioning • 5 stars: 4+ timeframes aligned + volume confirmed + RSI 50-70 • 4 stars: 4+ timeframes aligned + volume confirmed • 3 stars: 3+ timeframes aligned • 2 stars: Exactly 3 timeframes aligned • 1 star: Other conditions VISUAL DASHBOARD • Clean table display (position customizable) • Color-coded trend indicators (green/red/yellow) • Extended statistics panel (toggleable) • Shows: Trends, Strength, Quality, RSI, Volume, Price Distance ═══════════════════════════════════════════════════════════ TECHNICAL SPECIFICATIONS ═══════════════════════════════════════════════════════════ CALCULATIONS Trend Determination per Timeframe: • request.security() fetches EMA values with gaps=off, lookahead=off • Compares Fast EMA vs Slow EMA • Returns: 1 (bullish), -1 (bearish), 0 (neutral) Trend Strength: • Counts number of bullish timeframes • Formula: (bullish_count / 6) × 100 • Range: 0% (all bearish) to 100% (all bullish) Price Distance from EMA: • Formula: ((close - EMA) / EMA) × 100 • Positive: Price above EMA • Negative: Price below EMA • Warning when absolute distance > 5% ANTI-REPAINTING MEASURES • All request.security() calls use lookahead=barmerge.lookahead_off • Dashboard updates only on barstate.islast • Historical bars remain unchanged • Crossover signals finalize on bar close ═══════════════════════════════════════════════════════════ USAGE GUIDE ═══════════════════════════════════════════════════════════ INTERPRETING THE DASHBOARD Timeframe Rows: • Each row shows individual timeframe trend status • Look for alignment (multiple timeframes same direction) • Higher timeframes generally more significant Strength Indicator: • >66.67%: Strong bullish (4+ timeframes bullish) • 33.33-66.67%: Mixed/choppy conditions • <33.33%: Strong bearish (4+ timeframes bearish) Quality Score: • Higher stars = better confluence of factors • 5-star setups have strongest multi-factor confirmation • Lower scores may indicate weaker or conflicting signals SUGGESTED APPLICATIONS Trend Confirmation: • Check if multiple timeframes confirm current chart trend • Higher agreement = stronger trend confidence • Use for position sizing decisions Entry Timing: • Wait for EMA crossover on chart timeframe • Confirm with higher timeframe alignment • Volume above average preferred • RSI not in extreme zones Divergence Detection: • When lower timeframes diverge from higher • May indicate trend exhaustion or reversal • Requires additional confirmation CUSTOMIZATION EMA Settings: • Adjust Fast/Slow lengths for different sensitivities • Shorter periods = more responsive, more signals • Longer periods = smoother, fewer signals • Common alternatives: 10/30, 12/26, 50/200 Volume Filter: • Enable for higher-quality signals (fewer false positives) • Disable in always-liquid markets or for more signals • Adjust MA length based on typical volume patterns Display Options: • Toggle EMAs, S/R levels, extended stats as needed • Choose dashboard position to avoid chart overlap • Adjust colors for visibility preferences ═══════════════════════════════════════════════════════════ ALERTS ═══════════════════════════════════════════════════════════ AVAILABLE ALERT CONDITIONS 1. Bullish EMA Cross (Volume Confirmed) 2. Bearish EMA Cross (Volume Confirmed) 3. Strong Bullish Alignment (4+ timeframes) 4. Strong Bearish Alignment (4+ timeframes) 5. Trend Strength Increasing (>16.67% jump) 6. Trend Strength Decreasing (>16.67% drop) 7. Excellent Trade Setup (5-star rating) Alert messages use standard placeholders: • {{ticker}} - Symbol name • {{close}} - Current close price • {{time}} - Bar timestamp ═══════════════════════════════════════════════════════════ LIMITATIONS & CONSIDERATIONS ═══════════════════════════════════════════════════════════ KNOWN LIMITATIONS • Lower timeframe data may not be available on all symbols • 1-minute data typically limited to recent history • request.security() subject to TradingView data limits • Dashboard requires screen space (may overlap on small screens) • More complex calculations may affect load time on slower devices NOT SUITABLE FOR • Highly volatile/illiquid instruments (many false signals) • News-driven markets during announcements • Automated trading without additional filters • Markets where EMA strategies don't perform well DOES NOT PROVIDE • Exact entry/exit prices • Stop-loss or take-profit levels • Position sizing recommendations • Guaranteed profit signals • Market predictions ═══════════════════════════════════════════════════════════ BEST PRACTICES ═══════════════════════════════════════════════════════════ RECOMMENDED USAGE ✓ Combine with price action analysis ✓ Use appropriate risk management ✓ Backtest on historical data before live use ✓ Adjust settings for specific market characteristics ✓ Wait for higher-quality setups in important trades ✓ Consider overall market context and fundamentals NOT RECOMMENDED ✗ Using as standalone trading system without confirmation ✗ Trading every signal without discretion ✗ Ignoring risk management principles ✗ Trading without understanding the methodology ✗ Applying to unsuitable markets/timeframes ═══════════════════════════════════════════════════════════ EDUCATIONAL BACKGROUND ═══════════════════════════════════════════════════════════ EMA CROSSOVER STRATEGY The Exponential Moving Average crossover is a classical trend-following technique: • Golden Cross: Fast EMA crosses above Slow EMA (bullish signal) • Death Cross: Fast EMA crosses below Slow EMA (bearish signal) • Widely used since the 1970s in various markets • More responsive than SMA due to exponential weighting MULTI-TIMEFRAME ANALYSIS Analyzing multiple timeframes helps traders: • Identify alignment between short and long-term trends • Reduce false signals from single-timeframe noise • Understand market context across different horizons • Make informed decisions about trade duration VOLUME ANALYSIS Volume confirmation adds reliability: • High volume suggests institutional participation • Low volume signals may indicate false breakouts • Volume precedes price in many market theories • Helps distinguish genuine moves from noise ═══════════════════════════════════════════════════════════ TECHNICAL IMPLEMENTATION ═══════════════════════════════════════════════════════════ CODE STRUCTURE • Organized in clear sections with proper commenting • Uses explicit type declarations (int, float, bool, color, string) • Constants defined at top (BULLISH=1, BEARISH=-1, etc.) • Functions documented with @function, @param, @returns • Follows PineCoders naming conventions (camelCase variables) PERFORMANCE OPTIMIZATION • var keyword for table (created once, not every bar) • Calculations cached where possible • Dashboard updates only on last bar • Minimal redundant security() calls SECURITY IMPLEMENTATION • Proper gaps and lookahead parameters • No future data leakage • Signals finalize on bar close • Historical bars remain static ═══════════════════════════════════════════════════════════ VERSION INFORMATION ═══════════════════════════════════════════════════════════ Current Version: 2.0 Pine Script Version: 5 Last Updated: 2024 Developed by: Zakaria Safri ═══════════════════════════════════════════════════════════ SETTINGS REFERENCE ═══════════════════════════════════════════════════════════ EMA SETTINGS • Fast EMA Length: 1-500 (default: 20) • Slow EMA Length: 1-500 (default: 50) VOLUME & MOMENTUM • Use Volume Confirmation: true/false (default: true) • Volume MA Length: 1-500 (default: 20) • Show RSI Levels: true/false (default: true) • RSI Length: 1-500 (default: 14) PRICE ACTION FEATURES • Show Price Distance: true/false (default: true) • Show Key Levels: true/false (default: true) • S/R Lookback Period: 10-500 (default: 50) DISPLAY SETTINGS • Show EMAs on Chart: true/false (default: true) • Fast EMA Color: customizable (default: cyan) • Slow EMA Color: customizable (default: orange) • EMA Line Width: 1-5 (default: 2) • Show Fill Between EMAs: true/false (default: true) • Show Crossover Signals: true/false (default: true) DASHBOARD SETTINGS • Position: Top Left/Right, Bottom Left/Right • Show Extended Statistics: true/false (default: true) ALERT SETTINGS • Alert on Multi-TF Alignment: true/false (default: true) • Alert on Trend Strength Change: true/false (default: true) ═══════════════════════════════════════════════════════════ RISK DISCLAIMER ═══════════════════════════════════════════════════════════ This indicator is provided for educational and informational purposes only. It should not be considered financial advice or a recommendation to buy or sell any security. IMPORTANT NOTICES: • Past performance does not indicate future results • All trading involves risk of capital loss • No indicator guarantees profitable trades • Always conduct independent research and analysis • Use proper risk management and position sizing • Consult a qualified financial advisor before trading • The developer assumes no liability for trading losses By using this indicator, you acknowledge that you understand these risks and accept full responsibility for your trading decisions. ═══════════════════════════════════════════════════════════ SUPPORT & CONTRIBUTIONS ═══════════════════════════════════════════════════════════ FEEDBACK WELCOME • Constructive comments appreciated • Bug reports help improve the indicator • Feature suggestions considered for future versions • Share your experience to help other users OPEN SOURCE This code is published as open source for the TradingView community to: • Learn from the implementation • Modify for personal use • Understand multi-timeframe analysis techniques If you find this indicator useful, please consider: • Leaving a thoughtful review • Sharing with other traders who might benefit • Following for future updates and releases ═══════════════════════════════════════════════════════════ ADDITIONAL RESOURCES ═══════════════════════════════════════════════════════════ RECOMMENDED READING • TradingView Pine Script documentation • PineCoders community resources • Technical analysis textbooks on moving averages • Multi-timeframe trading strategy guides • Risk management principles RELATED CONCEPTS • Trend following strategies • Moving average convergence/divergence • Multiple timeframe analysis • Volume-price relationships • Momentum indicators ═══════════════════════════════════════════════════════════ Thank you for using this indicator. Trade responsibly and continue learning! ═══════════════════════════════════════════════════════════
อินดิเคเตอร์ Pine Script®
โดย zakariasafri47
ORBs, EMAs, SMAs, AVWAPThis is an update to a previously published script. In short the difference is the added capability to adjust the length of EMAs. Also added 3 customizable SMAs. Enjoy! Let me know what you think of the script please. This is only second one I have ever done. Through practice and people like @LuxAlgo and other Pinescripters this isn't possible. Tedious hrs with ChatGPT to correct nuances, who doesnt seem to learn from (insert pronoun) mistakes This all-in-one indicator combines key institutional tools into a unified framework for intraday and swing trading. Designed for traders who use multi-session analysis and dynamic levels, it automatically maps out global session breakouts, moving averages, and volume-weighted anchors with high clarity. Features include: 🕓 Tokyo, London, and New York ORBs (Opening Range Breakouts) — 30-minute configurable range boxes that persist until the next New York open. 📈 Anchored VWAP with Standard Deviation Bands — dynamically anchorable to session, week, or month for institutional-grade price tracking. 📊 Exponential Moving Averages (9, 20, 113, 200) — for short-, mid-, and long-term momentum structure. 📉 Simple Moving Averages (20, 50, 100) — fully customizable lengths, colors, and visibility toggles for trend confirmation. 🏁 Prior High/Low Levels (PDH/PDL, PWH/PWL, PMH/PML) — automatically plotted from previous day, week, and month, with labels placed at each session’s midpoint. 🎛️ Session-Aligned Time Logic — all time calculations use New York session anchors with DST awareness. 💡 Clean Visualization Options — every component can be toggled on/off, recolored, or customized for your workflow. Best used for: ORB break-and-retest setups VWAP and EMA rejections Confluence-based trading around key session levels Multi-session momentum tracking
อินดิเคเตอร์ Pine Script®
โดย nh311009
1
Custom MTF EMA CloudsVisualize market structure and trend alignment across multiple timeframes with six layered EMA clouds — from short-term momentum to macro trend anchors. Each pair of EMAs forms a dynamic cloud that adapts to your selected timeframe. Colors, lengths, and visibility are fully customizable, allowing you to tailor the setup for any trading style. ⚙️ Default Configuration EMA Short Long Purpose 1 8 13 🔸 Intraday momentum cloud (scalping layer) 2 21 24 🟩 Short-term trend confirmation 3 50 55 🔵 Medium-term swing structure 4 120 144 🔴 Long-term support/resistance band 5 200 238 🟠 Institutional trend foundation 6 400 460 🟣 Macro directional anchor 🧩 Features ✅ Up to 6 independent EMA clouds ✅ Fully customizable short & long lengths ✅ Individual line and cloud colors ✅ Toggle each layer on/off ✅ Works with any timeframe via the Resolution input ✅ Automatic cloud transparency for better chart clarity 📈 How to Use Use EMA 1–2 (8/13, 21/24) for momentum shifts and intraday entries. Use EMA 3–4 (50/55, 120/144) for swing confirmation and trend continuation. Use EMA 5–6 (200/238, 400/460) as long-term anchors to stay aligned with institutional flow. Watch for crossovers or price breaking in/out of clouds — they often precede strong directional moves.
อินดิเคเตอร์ Pine Script®
โดย shortbigly
Candle PlotUsed Linear Regression Candles by ugurvu Added Regular and Heiken Ashi candles to choices Added ability to choose timeframe but I find it does not look great when showing higher timeframes To keep main chart less cluttered, I will add this indicator to my chart and then move a secondary indicator from the chart into it. You will need to pin the scale of the indicator to the scale of the Candle Plot. Or, you can have the regular chart set to Regular candle and the Candle Plot set to Heiken Ashi or vice versa.
อินดิเคเตอร์ Pine Script®
โดย gdad
ORBs, EMAs, AVWAPThis Pine Script (version 6) is a multi-session trading indicator that combines Opening Range Breakouts (ORBs), Exponential Moving Averages (EMAs), and an Anchored VWAP (AVWAP) system — all in one overlay script for TradingView. Here’s a clear breakdown of its structure and functionality: 🕒 1. Session Logic and ORB Calculation Purpose: Identify and plot the high and low of the first 30 minutes (default) for the Tokyo, London, and New York trading sessions. Session Anchors (NY time): Tokyo → 20:00 London → 03:00 New York → 09:30 (All configurable in inputs.) ORB Duration: Default is 30 minutes (orbDurationMin), also user-configurable. Resets: London and NY ORBs reset at the start of each new New York trading day (17:00 NY time). Tokyo ORB resets independently using a stored timestamp. Process: For each session: While the time is within the ORB window, the script captures the session’s high and low. Once the window closes, those levels remain plotted until reset. Plot Colors: Tokyo → Yellow (#fecc02) London → Gray (#8c9a9c) New York → Magenta (#ff00c8) These form visible horizontal lines marking the prior session ranges — useful for breakout or retest trading setups. 📈 2. EMA System Purpose: Provide trend and dynamic support/resistance guidance. It calculates and plots four EMAs: EMA Period Color Purpose EMA 9 Short-term Green Fast signal EMA 20 Short-term Red Confirms direction EMA 113 Medium Aqua Trend filter EMA 200 Long-term Orange Macro trend baseline Each EMA is plotted directly on the price chart for visual confluence with ORB and VWAP levels. ⚖️ 3. Anchored VWAP (AVWAP) Purpose: Display a volume-weighted average price anchored to specific timeframes or events, optionally with dynamic deviation or percentage bands. Features: Anchor Options: Time-based: Session, Week, Month, Quarter, Year, Decade, Century Event-based: Earnings, Dividends, Splits VWAP resets when the chosen anchor condition is met (e.g., new month, new earnings event, etc.). Bands: Up to three levels of symmetric upper/lower bands. Choose between Standard Deviation or Percentage-based widths. Display Toggles: Each band’s visibility is optional. VWAP can be hidden on 1D+ timeframes (hideonDWM option). Color Scheme: VWAP: Fuchsia (magenta-pink) line Bands: Green / Olive / Teal with light-filled zones ⚙️ 4. Technical Highlights Uses ta.vwap() with built-in band calculations. Handles instruments with or without volume (errors if missing volume). Uses time-zone aware timestamps (timestamp(NY_TZ, …)). Uses timeframe.change() to detect new anchors for the VWAP. Employs persistent variables (var) to maintain session state across bars. 💡 In Practice This indicator is designed for multi-session intraday traders who: Trade Tokyo, London, or NY open breakouts or retests. Use EMA stacking and crossovers for trend confirmation. Use Anchored VWAP as a fair-value or mean-reversion reference. Need clear visual structure across different market sessions. It provides strong session separation, trend context, and volume-weighted price reference — making it ideal for discretionary or semi-systematic trading strategies focused on liquidity zones and session momentum.
อินดิเคเตอร์ Pine Script®
โดย nh311009
1
REMS Synergy OverlayThis 3rd generation REMS indicator builds upon the foundations assessing the relationships between RSI, EMAs, MACDs, and Stochastic RSI across multiple timeframes. Designed to help traders identify less frequent, but high probability entries across 2 time frames. Uses 3 levels of confluence indicators for both long and short moves. Confluence Level 1 (Highest Conviction): Evaluates selected criteria across both timeframes. All selected criteria must be in confluence to trigger signal. Confluence Level 2 (Moderate Conviction): Selected criteria can be selected by each timeframe individually. All selected criteria must be in confluence to trigger signal. Confluence Level 3 (Lower/supportive confluence): Of the selected criteria, this level can evaluate a set number of conditions that must be met. Number of conditions is user-defined. Includes VWAP and 4 EMAs as optional visual representations. Includes 'Enhanced Candles' than can colour code candlesticks for better visual identification. (off by default) Originally designed with 5 minute and 2 minute timeframes in mind, and pairs well with REMS First Strike and/or REMS Snap Shot indicators. Values coded below: RSI -Primary: Length = 14, Smoothing = 20 (via SMA) -Secondary: Length = 7, Smoothing = 20 (via SMA) Stochastic RSI Primary: -RSI Length = 14 -Stochastic Length = 8 -%K = 3, %D = 3 Secondary: -RSI Length = 7 -Stochastic Length = 7 -%K = 3, %D = 2 MACD - applied to both timeframes -Fast = 12, Slow = 26, Signal = 9
อินดิเคเตอร์ Pine Script®
โดย KodiakMarket
Kalman Exponentialy Weighted Moving Average | MisinkoMasterThe Kalman Exponentialy Weighted Moving Average is a technical analysis tool providing users with more responsive and smoother signals, providing crystal-clear signals and giving investors valuable insights on market trends, however it could be used in many cases. A deeper dive into the indicator: When going through my creation of strategies, I had stumbled on an indicator called "EWMA", which worked decently, but it was far too simple in my opinion so I decided to combine the EMA & WMA, but with a little more complexity, and it has worked . I began by learning how both MAs work, I already knew how WMA works, but EMA I did not. After learning both I found out they were quite simple in principle and that there was a way to combine them in such way that you would get really good signals, however it was way too noisy. While it could avoid major dumps that were not avoided by most indicators, it would lose that edge because of being too noisy. After testing out many conditions, combinations & more, the best working one was this one: WMA > KEWMA = long WMA < KEWMA = short I will explain this later, but this gave fast signals, and while it still was noisy it was better then before. To smooth it out, I started testing price filters => Gaussian Filter and many more were tested out, but they either slowed it down to the point it was no longer of much use, or did not smooth it at all. After testing the Kalman filter on this thing, I was shocked. It was just right and made the indicator a lot better, smoothed it and kept most of the responsivness it had. Now to the big question: "How is it calculated?" Now first it needs to calculate the Kalman source, which smooths the source which will be used. After that, we calculate the Weighted Moving Average for " n " period on the Kalman source. Now that we have our WMA values, we need to calculate " a ". a is calculated in the following formula: a = 2/(1+ n ) where n is the user defined length Now for the last part: KEWMA = WMAyesterday * (1-a) + WMAtoday * a This creates a very accurate and reactive indicator, that can prove useful in many uses, beyond those I will and did talk about. For the trend logic as mentioned before: Long = WMA > KEWMA Short = WMA < KEWMA This worked best, but you might find better ways of using it. I think that is all I have to say about it, I left it open source so you can all code it in your strategies and play around with it. Enjoy Gs!
อินดิเคเตอร์ Pine Script®
โดย MisinkoMaster
8
Turtle Strategy - Triple EMA Trend with ADX and ATRDescription The Triple EMA Trend strategy is a directional momentum system built on the alignment of three exponential moving averages and a strong ADX confirmation filter. It is designed to capture established trends while maintaining disciplined risk management through ATR-based stops and targets. Core Logic The system activates only under high-trend conditions, defined by the Average Directional Index (ADX) exceeding a configurable threshold (default: 43). A bullish setup occurs when the short-term EMA is above the mid-term EMA, which in turn is above the long-term EMA, and price trades above the fastest EMA. A bearish setup is the mirror condition. Execution Rules Entry:  • Long when ADX confirms trend strength and EMA alignment is bullish.  • Short when ADX confirms trend strength and EMA alignment is bearish. Exit:  • Stop Loss: 1.8 × ATR below (for longs) or above (for shorts) the entry price.  • Take Profit: 3.3 × ATR in the direction of the trade. Both parameters are configurable. Additional Features  • Start/end date inputs for controlled backtesting.  • Selective activation of long or short trades.  • Built-in commission and position sizing (percent of equity).  • Full visual representation of EMAs, ADX, stop-loss, and target levels. This strategy emphasizes clean trend participation, strict entry qualification, and consistent reward-to-risk structure. Ideal for swing or medium-term testing across trending assets.
กลยุทธ์ Pine Script®
โดย cyatophilum
Billionaire Gold ClubBillionaire Gold Club — Long-Term Gold Trend Follower Overview The Billionaire Gold Club indicator is designed for traders who follow the long-term bullish bias of Gold (XAU/USD). It focuses only on BUY opportunities and encourages patience during market pullbacks. The goal is to trade with the main trend, not against it. Instructions 1. The script automatically plots 7MA (fast) and 200MA (slow). 2. When 7MA crosses above 200MA, a BUY signal appears. 3. When 7MA crosses below 200MA, a Standby signal appears — do not sell, just wait for the next BUY. Usage Rules • Recommended timeframe: 15-minute or higher. • If used below 15 minutes, treat it as day trading — close trades within the same day. • Focus on long-term holding and small lot sizes to protect your capital. Signal Guide 🟢 BUY → Enter the trend direction. 🟠 Standby → Pause new entries and wait patiently. Alerts Set alerts to "Once per bar close": • BUY Signal → Golden Cross confirmed. • Standby Signal → Death Cross confirmed. Philosophy "Obey the rules, and your probability of success increases." This system rewards patience, discipline, and long-term trend following. Follow me for more TradingView scripts and updates. Billionaire Gold Clubは、ゴールド（XAU/USD）の長期上昇トレンドに沿って取引するためのインジケーターです。 基本的にBUYのみを狙い、デッドクロス時はStandby（待機）状態として次のBUYを待ちます。 推奨時間軸：15分足以上。 15分未満で使用する場合はデイトレードとして同日中にクローズすることを推奨します。 ロットを小さく保ち、長期保有で安定した運用を目指してください。
อินดิเคเตอร์ Pine Script®
โดย hrak22
1
Institutional Compression Breakout (ICBO Algo) [@darshakssc]The ICBO Algo is a smart intraday trading tool that detects institutional compression zones followed by breakout confirmation. It combines candle range analysis, volume compression, EMA filtering, and ATR-based Risk/Reward zones to highlight high-probability trade setups with visual clarity. This script is designed for educational and research purposes only, fully aligned with TradingView’s Pine Script policy and publishing guidelines. 🔍 Key Features 🌀 Compression Zone Detection Identifies low-range, low-volume candles often formed before institutional breakouts. 📈📉 Breakout Signals Triggered after confirmed price + EMA breakout post-compression. 📊 Dashboard Panel Displays breakout phase, current R:R ratio, and zone status in real-time. 🟢🔴 Buy/Sell Labels with Emojis Clean and non-intrusive labels for immediate action recognition. 🔔 Alerts Included Receive real-time push, email, or webhook alerts for breakout signals. ⚙️ How It Works Compression Phase: When the candle range and volume are significantly lower than the moving average, the script flags it as a compression zone. Breakout Confirmation: A breakout signal is confirmed when the price breaks the previous high/low and is above/below the trend EMA. Entry Logic: 📈 Buy: Price > previous high + above EMA after compression 📉 Sell: Price < previous low + below EMA after compression ⚠️ Disclaimer This script is intended for educational and research purposes only. It does not constitute financial advice or recommendations of any kind. Always use proper risk management. Past performance does not guarantee future results.
อินดิเคเตอร์ Pine Script®
โดย darshakssc