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Z-scored ZLEMA | OquantZ-Scored ZLEMA | Oquant This indicator combines the Zero-Lag Exponential Moving Average (ZLEMA) with Z-score normalization to present recent ZLEMA values relative to its mean. It helps users observe trend direction and momentum with reduced lag, while also highlighting potential overbought or oversold levels based on how far ZLEMA values deviate from their mean. 🧠 Concept Overview 📉 Zero Lag Exponential Moving Average (ZLEMA) The EMA is a popular tool that calculates an average price, but unlike a simple moving average, it gives more weight to recent prices. This means the EMA reacts faster to new price changes and is less affected by older data. However, even with this weighting, the EMA still introduces some lag. ZLEMA improves on the EMA by reducing this lag. It does this by adjusting how it accounts for previous prices, effectively "shifting" the data to better align the average with current market action. The result is an average that stays smooth but responds more quickly to real price changes—helping traders spot turning points or trend shifts earlier without being fooled by random noise. 📏 Z-score Normalization Once ZLEMA is calculated, the indicator applies Z-score normalization to measure how far the current ZLEMA value is from its mean. The Z-score expresses this difference using standard deviations, providing a clear, standardized scale. This helps highlight when price moves are unusually strong—either upward or downward—beyond normal fluctuations. 🔍 How This Indicator Works Smooth Price Data with ZLEMA The indicator begins by applying the Zero-Lag Exponential Moving Average (ZLEMA) to the chosen price data. Unlike a regular moving average, ZLEMA reduces the typical delay by adjusting the input data before averaging. It does this by "shifting" the price series to remove the lag caused by older prices. This way, ZLEMA stays smooth but reacts more quickly to recent price changes—helping the indicator follow market moves faster without being too noisy. Normalize ZLEMA values Using Z-score Once ZLEMA is calculated, the indicator applies Z-score normalization to measure how far the current ZLEMA value is from its mean. The Z-score expresses this difference in terms of standard deviations, creating a clear, standardized scale. This helps highlight when price moves are unusually strong—either up or down—beyond normal fluctuations. Set Signal Thresholds Two threshold levels are set on the Z-score scale—crossing above the upper threshold is considered a long (buy) signal, indicating bullish momentum, while crossing below the lower threshold is considered a short (sell) signal, indicating bearish momentum. Show Visual Signals on the Chart The Z-score and bars are plotted with colors: green when Z-score is above the bullish threshold, purple when Z-score is below the bearish threshold. ⚙️ Customizable Inputs Source: Choose the price source (close, open, etc.) for calculations. ZLEMA Length: Adjust the ZLEMA length to control smoothness versus responsiveness. Z-score period: Set the Z-score period to define how far back the indicator measures normal price behavior. Thresholds: Adjust the upper and lower thresholds to control how sensitive the indicator is to strong momentum changes. 📈 Practical Use This indicator helps identify trend directions and changes faster by combining ZLEMA with statistical analysis. It highlights when price moves are stronger than normal, making it easier to spot early signs of momentum shifts. Traders can use it to confirm trends or detect potential reversals with more timely signals. 🔔 Alert Support This indicator includes optional built-in alert conditions that notify you when the Z-score crosses above the bullish threshold (long signal) or below the bearish threshold (short signal). You can enable these alerts to get timely updates on potential momentum shifts without constantly watching the chart. ⚠️ Disclaimer: This indicator is intended for educational and informational purposes only. Trading/investing involves risk, and past performance does not guarantee future results. Always test and evaluate indicators/strategies before applying them in live markets. Use at your own risk.
Pine Script® göstergesi
oquant tarafından
EMA Cross Strategy only Long📈 EMA Cross Strategy – Only Long Simple. Clean. Powerful. Designed for strong uptrends. This is a long-only trend-following strategy based on the classic crossover of Exponential Moving Averages (EMAs). It’s designed for growth stocks and trending assets where upward momentum dominates. ⚙️ How it works: Entry: when the Fast EMA crosses above the Slow EMA Exit: when the Fast EMA crosses below the Slow EMA No shorts, no reversals – just pure trend riding. By default, the strategy uses 50/100 EMA, which has performed exceptionally well on stocks like NVIDIA (NVDA). These settings can be easily customized to fit your preferred asset or timeframe. 📊 Backtest Example – NVIDIA (NVDA, 1D timeframe) Test parameters: Initial capital: $10,000 Order size: 50% of equity per trade (adjustable in settings) Results: Net profit: +$2,037,563.63 USD Gross profit: $2,127,432.33 Gross loss: $89,868.70 Max equity growth: $2,708,648.75 (+99.63%) Drawdown: 20.00% Buy & Hold profit: +$30,636,000 USD (but with far more exposure) The strategy dramatically outperformed passive holding on a risk-adjusted basis, while keeping drawdowns and trade count under control. 🔧 Customization & Risk Management In the Strategy Settings, you can adjust: EMA lengths (default: 50 fast, 100 slow) Order size as a % of equity (e.g., reduce below 50% to lower drawdown) Backtest range and asset type (works well on growth stocks and trending commodities) Try this on assets with strong bullish cycles like NVDA, AAPL, MSFT, or Gold (XAU/USD). ⚠️ Disclaimer This script is for educational and backtesting purposes only. It is not financial advice. Please do your own research and test carefully before trading live.
Pine Script® stratejisi
wilusss tarafından
Cruce de 3EMAs CHL - Multi Temporalidad📈 3EMAs Crossover CHL – Multi-Timeframe 📊 Overview An advanced technical analysis indicator that combines the classic 3 EMA system (10, 50, 200) with an innovative multi-timeframe panel. Designed for traders seeking confluences across different timeframes to make more informed decisions. 🎯 Key Features ✅ 3 EMA System EMA 10 (Blue): Fast signal for short-term movements EMA 50 (Orange): Intermediate trend filter EMA 200 (Purple): Main trend and key support/resistance level ✅ Automatic Visual Signals Green Triangle (↑): Bullish crossover – EMA 10 crosses above EMA 50 Red Triangle (↓): Bearish crossover – EMA 10 crosses below EMA 50 Colored Background: Green for bullish trend, red for bearish ✅ Multi-Timeframe Panel (Bottom Right Corner) Analyzes 5 timeframes simultaneously: 5M: Ideal for scalping and precise entries 15M: Short-term swing trading 1H: Intraday analysis 4H: Mid-term swing trading 1D: Primary trend ✅ Panel Information 4 Informative Columns: Time: Analyzed timeframe EMA: ↑ (Bullish) / ↓ (Bearish) based on EMA 10 vs EMA 50 Trend: Clearly defined Bullish/Bearish EMA200: Relative position (Above / Below / In-between) 🚀 Unique Advantages 📋 Confluence Analysis Detects when multiple timeframes are aligned Stronger signals when timeframes show confluence Avoids false signals using higher-timeframe filters 📋 Improved Risk Management EMA 200 Below: Strong support – favorable for longs EMA 200 Above: Strong resistance – favorable for shorts EMA 200 In-between: Indecision zone – caution advised 📋 Trading Versatility Scalping: Use 5M and 15M for quick entries Day Trading: Combine 15M, 1H, and 4H Swing Trading: Focus on 4H and 1D Position Trading: Use 1D as main filter 🎨 Color Coding 🟢 Green (Bullish) ↑ Arrows in the panel EMA 10 > EMA 50 EMA 200 below both EMAs (support) 🔴 Red (Bearish) ↓ Arrows in the panel EMA 50 > EMA 10 EMA 200 above both EMAs (resistance) 🟡 Yellow (Caution) EMA 200 in intermediate position Market in transition or consolidation 📊 How to Use It 🎯 For Long Entries Look for bullish confluence across multiple timeframes Ensure EMA 200 is “Below” (acting as support) Wait for a bullish crossover on the entry timeframe Confirm with higher timeframes 🎯 For Short Entries Look for bearish confluence across multiple timeframes Ensure EMA 200 is “Above” (acting as resistance) Wait for a bearish crossover on the entry timeframe Confirm with higher timeframes 🎯 Position Management Partial Close: When lower timeframes shift Full Close: When higher timeframes reverse Stop Loss: Based on EMA 200 as support/resistance ⚙️ Customizable Settings EMA Periods: Adjustable (default: 10, 50, 200) Automatic Alerts: For bullish and bearish crossovers Colors: Fully customizable 📈 Recommended Markets Forex: All major and minor pairs Cryptocurrencies: Bitcoin, Ethereum, Altcoins Indices: S&P 500, NASDAQ, DAX, etc. Commodities: Gold, Oil, Silver Stocks: Any stock with sufficient liquidity ⚠️ Important Considerations Works best in trending markets Use with caution in sideways markets Combine with other indicators for confirmation Always apply proper risk management 💬 Support Indicator developed by CHL Trading. For inquiries, suggestions, or bug reports, contact via comments or cristma95@gmail.com.
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cristma95 tarafından
Moving Average Convergence-Divergence (MACD)This script implements the Moving Average Convergence-Divergence (MACD), a popular momentum indicator used in technical analysis to identify trend direction, momentum shifts, and potential buy/sell signals. 🔹 Key Features 1. Inputs & Customization MACD Lines Toggle: Enable/disable the MACD and signal lines. Source Price: Defaults to close but can be adjusted (e.g., open, high, low, hl2). Fast Length (12): The period for the faster-moving EMA. Slow Length (26): The period for the slower-moving EMA. Signal Length (9): The smoothing period for the signal line. 2. Calculations Computes the MACD Line (fast EMA - slow EMA). Computes the Signal Line (EMA of the MACD line). Computes the Histogram (difference between MACD and Signal lines). 3. Visual Indicators Zero Line: A white horizontal line at 0 for reference. MACD Line: Plotted in green when above the signal line, red when below. Signal Line: Displayed as a yellow line. Histogram: Green bars when MACD > Signal (bullish momentum). Red bars when MACD < Signal (bearish momentum). Background Highlights: Light green on bullish crossovers (MACD crosses above Signal). Light red on bearish crossunders (MACD crosses below Signal). 4. Alerts Triggers when: Bullish Crossover (MACD crosses above Signal). Bearish Crossunder (MACD crosses below Signal). 🔹 How Traders Use This Indicator Trend Identification: MACD above zero → bullish trend. MACD below zero → bearish trend. Momentum Signals: Bullish Crossover (Buy Signal): MACD crosses above Signal. Bearish Crossunder (Sell Signal): MACD crosses below Signal. Divergence (Not in this script, but useful): Price makes higher highs, but MACD makes lower highs → Potential reversal. 🔹 Strengths of This Script ✅ Clean and Efficient Code – Uses Pine Script v6 best practices. ✅ Customizable Inputs – Adjust lengths and source price. ✅ Clear Visuals – Color-coded for easy interpretation. ✅ Built-in Alerts – For automated trading strategies.
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Tiagorocha1989 tarafından
Volumen Consolidado Exchanges [JoseMetal]============ ENGLISH ============ - General description: This is a consolidated volume indicator that allows you to pick up to 10 exchanges to consolidate volume, which can be displayed split or merged. - Features: Shows per-exchange volume with custom exchange selection. Able to toggle on/off each exchange. Able to customize color for each exchange. Toggleable total (sum) volume with custom SMA. - Visual: Volume is sorted from highest to lowest, so you can see every single exchange's color volume. Accumulated volume is white, and SMA is red. - Recommendations: Perfect for trading with volume strategies or using as confirmation with order blocks or FVGs. ============ ESPAÑOL ============ - Descripción general: Este es un indicador de volumen consolidado que permite seleccionar hasta 10 exchanges para consolidar el volumen, el cual puede mostrarse dividido o fusionado. - Características: Muestra el volumen por exchange con selección personalizada de exchanges. Posibilidad de activar/desactivar cada exchange. Posibilidad de personalizar el color de cada exchange. Volumen total (suma) activable/desactivable con SMA personalizable. - Visual: El volumen se ordena de mayor a menor, de forma que puedes ver el volumen de color de cada exchange individual. El volumen acumulado es blanco, y la SMA es roja. - Recomendaciones: Perfecto para operar con estrategias de volumen o usar como confirmación con order blocks o FVGs.
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JoseMetal tarafından
Daily/Weekly/Monthly Levels as per INDVIX By Biswaranjan_MDescription: This indicator dynamically draws Daily, Weekly, and Monthly range levels based on the INDIAVIX volatility index. It helps traders visualize potential price zones derived from market volatility and trend behavior. Note: The indicator dynamically pulls the INDIAVIX value for the previous day and the previous day close of Index (Nifty 50/Bank Nifty/Sensex etc.), then calculates the daily/weekly/monthly ranges as per the user input and draws the levels on the chart as support and resistance. Key Features: 1. INDIAVIX-Based Range Levels Calculates projected range levels using the current or past INDIAVIX value, combined with the closing price of the stock or index. 2. Timeframe Flexibility Choose to display Daily, Weekly, or Monthly levels — each derived from either: - Today’s close and INDIAVIX, or - Previous Week/Month close with the corresponding historical INDIAVIX value. 3. Historical Context Mode Toggle historical mode to project how past levels would have looked using actual INDIAVIX values at the time. Additional Tools: * Day Open Line – Marks the opening price of the current trading day. * Option to add 4 EMAs/SMAs – Moving average for trend following. * VWAP – Volume-Weighted Average Price for intraday bias and mean reversion analysis. * Open Range - This option plots the Open Range Box based on the first N minutes of the trading session (e.g., 15, 30, or 60 minutes) and automatically extends the range zone across the entire intraday session up to 3:30 PM. It is designed for intraday traders, particularly those trading NSE stocks, F&O scripts, and index futures, but works globally on any market with regular intraday sessions. This all-in-one tool gives you a volatility-informed structure for understanding intraday and positional market dynamics. Designed for any equity/index where INDIAVIX relevance applies. Release Notes: In this release, added an option to include a mid level between support and resistance levels. This mid level option can be enabled or disables from indicators Input tab Release Notes: Just rounding down the IndiaVix number. Release Notes: Removed the Zero-Lag EMAs and added 4 Moving options to the indicator. Release Notes: Added ORB Range to this indicator Release Notes: Increased the support and resistance levels from maximum 5 to 10. No other changes to the indicator.
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aaryanforgood tarafından
RAHA Indicator📈 RAHA Indicator Roni's Adjusted Hybrid Average The indicator developed by Aaron Roni Pesach combines an innovative RAHA average - an adjusted hybrid average with smart trend analysis, using additional oscillators in a sophisticated way. LONG and SHORT signals are given only when: ✅ Technical conditions confirm ✅ And the long-term trend is consistent RAHA Indicator helps traders identify entry points while filtering out noise and market anomalies. 📈 RAHA Indicator Roni's Adjusted Hybrid Average האינדיקטור שפותח על ידי אהרון רוני פסח משלב ממוצע חדשני מסוג RAHA - ממוצע היברידי מתואם עם ניתוח מגמה חכם, באמצעות שימוש במתנדים נוספים באופן מתוחכם. איתותי LONG ו‑SHORT ניתנים רק כאשר: ✅ התנאים הטכניים מאשרים ✅ והמגמה בטווח ארוך תואמת RAHA Indicator מסייע לסוחרים לזהות נקודות כניסה תוך סינון רעשים וחריגות שוק.
Pine Script® stratejisi
RoniPesach tarafından
MandarKalgutkar-Buy/Sell Arrow Signal//@version=5 indicator("MandarKalgutkar-Buy/Sell Arrow Signal", overlay=true) ma = ta.sma(close, 21) rsi = ta.rsi(close, 14) // Tracking variables var float buyRefHigh = na var float sellRefLow = na var int buyCandleIndex = na var int sellCandleIndex = na // Detect initial breakout candle bullishBreak = close > open and close > ma and close < ma if bullishBreak buyRefHigh := high buyCandleIndex := bar_index bearishBreak = close < open and close < ma and close > ma if bearishBreak sellRefLow := low sellCandleIndex := bar_index // Next candle only: ensure current bar is exactly next one isNextBuyBar = (not na(buyCandleIndex)) and bar_index == buyCandleIndex + 1 isNextSellBar = (not na(sellCandleIndex)) and bar_index == sellCandleIndex + 1 // Buy/sell logic buySignal = isNextBuyBar and high > buyRefHigh and rsi > 55 sellSignal = isNextSellBar and low < sellRefLow and rsi < 45 // Reset if signal used or next candle missed if buySignal or isNextBuyBar buyRefHigh := na buyCandleIndex := na if sellSignal or isNextSellBar sellRefLow := na sellCandleIndex := na // Plot plotshape(buySignal, title="Buy", location=location.belowbar, color=color.green, style=shape.labelup, size=size.small) plotshape(sellSignal, title="Sell", location=location.abovebar, color=color.red, style=shape.labeldown, size=size.small) plot(ma, "20 MA", color.orange)
Pine Script® göstergesi
Mandar_1980 tarafından
Icy-Hot Visual Indicator [SciQua]🧊 Icy-Hot Visual Indicator This indicator colors your price bars and/or chart background based on a normalized & smoothed transform of any price-based input (default: close). It gives you a quick “temperature map” of market momentum or volatility—cool blues for low readings, hot reds for high readings—without cluttering your chart. 🔍 Key Features 1. Dual Visual Layers Candle Gradient: Applies a smooth, multi-color gradient to candle bodies and wicks based on normalized, smoothed input data Background Gradient: Adds a semi-transparent gradient behind the candles to highlight broader trend zones or volatility regimes 2. Advanced Customization Normalization Types: bounded, unbounded, z-score, MAD, percentile, sigmoid, tanh, rank, robust, and more Smoothing Methods: EMA, SMA, WMA, RMA, HMA, TEMA, VWMA, Gaussian, LinReg, ExpReg, and others (12+ options) 3. Gradient Control: Choose 2–7 color stops, reverse direction, adjust display length Flexible Source Inputs Use any built-in price series (close, hl2, volume, etc.) Feed outputs from external indicators (RSI, custom oscillators, moving averages) into either layer ❓How It Works Inputs are normalized (z-score, bounded, etc.) then smoothed (EMA, LinReg, etc.) in the order you choose. The result is clamped to 0–1 and passed through a multi-stop gradient engine for precise color mapping. ✨ What Makes It Original While many indicators apply colors or smoothing, this script combines multi-stage normalization, adaptive smoothing, and a modular gradient rendering engine in a highly customizable dual-layer system. It’s built using proprietary functions from the SciQua suite that are not available in public libraries and allow for advanced visual encoding without relying on alerts, signals, or extra panes. This makes it original in both design and execution—offering a visual-first approach with unique depth, clarity, and flexibility. 🔐 Why This Script Is Closed-Source While the underlying functions are published in the open-source SciQua library, this indicator’s specific implementation, configuration architecture, and visual behavior are proprietary. It combines multiple library utilities into a dual-layer adaptive system that handles advanced gradient rendering, multi-stage normalization, and smoothing pipelines in a unique way. The source is closed to protect the design logic, interface abstraction, and fine-tuned behaviors that make this indicator commercially valuable. The building blocks are open to the Pine community, but this assembled product is not meant for replication or redistribution. How to Use It 1. Highlight Trend Strength Source: RSI percentile Setup: 200-bar look-back, mild smoothing Result: Warm tones when momentum is peaking; cool when it’s fading. Use as a quick filter for entries in the direction of the trend. 2. Visualize Volatility Regimes Source: ATR or True Range Setup: Bounded normalization with tighter smoothing bar color off, bg color on. Result: Background bands that shade when volatility spikes. Helps you avoid low-volatility breakouts or throttle position sizing in choppy markets. 3. Combine with Other Indicators Source: Output of your custom indicator (e.g., a Keltner Band width) Setup: Match normalization period to your strategy’s timeframe Result: Bars colored by your own logic—no extra panes, just enhanced candles. 4. Background Only Heatmap Turn off bar coloring and dial in semi-transparent background shades—keeps candles crisp while still giving you a context heat-map behind price.
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JoshuaDanford tarafından
EMA RSI Volume Signal Indicator - Realtime Alerts EMA RSI Volume Signal Indicator – Realtime Alerts This intrabar indicator is designed to provide fast, actionable buy/sell signals by combining EMA crossovers, RSI momentum, and volume strength. It’s ideal for traders who want to catch momentum moves early with visual confirmation on the chart and real-time alerts. 🔍 What It Does The script analyzes: EMA Crossover: 5-period EMA crossing above/below 21 EMA for trend shift RSI Direction: Upward or downward RSI movement for momentum confirmation Volume Bias: More buying or selling volume (based on candle direction) It fires a Buy signal when: 5 EMA is above 21 EMA (or crossover just occurred) RSI is rising Green candle (close > open) Buy volume > Sell volume It fires a Sell signal when: 5 EMA is below 21 EMA (or crossunder just occurred) RSI is falling Red candle (close < open) Sell volume > Buy volume 🟢 Buy Signal Appears when: Trend is bullish (EMA9 > EMA21) RSI is increasing Candle is bullish Buy volume > sell volume 🟩 Green circle below the candle 📢 Realtime alert: "Realtime Buy Signal!" 🔴 Sell Signal Appears when: Trend is bearish (EMA9 < EMA21) RSI is decreasing Candle is bearish Sell volume > buy volume 🟥 Red circle above the candle 📢 Realtime alert: "Realtime Sell Signal!" 🧠 Realtime Trigger Logic Signals are tracked intrabar (live bar) Only one signal per bar is allowed (prevents clutter) Ideal for scalping or short-term momentum trading ⚙️ How to Use Add to chart (preferably 1–15 min timeframe) Enable TradingView alerts on "Realtime Buy Signal!" and "Realtime Sell Signal!" Use green/red dots as trade entries Combine with stop-loss or other exit signals for risk control
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showlucy76 tarafından
Multi-TimeFrame Trend Dashboard- AK47: SMA, RSI, MACD, ADXMulti-Timeframe Trend Dashboard: SMA, RSI, MACD, ADX This indicator provides a multi-timeframe dashboard to visually monitor the trend status of four popular technical indicators: SMA (Simple Moving Average) RSI (Relative Strength Index) MACD (Moving Average Convergence Divergence) ADX (Average Directional Index) ✅ Each row represents a timeframe (from 5m to 1M). ✅ Each column shows the current trend direction: — 🔵 Bullish, 🔴 Bearish, ⚫ Neutral ✅ The color-coded background helps you quickly assess strength across timeframes and indicators. 🔧 Customizable settings: Panel position Trend colors Moving average & indicator lengths This tool is ideal for traders who rely on trend alignment across multiple timeframes to make high-confidence entries and exits.
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gautamdevgun2100 tarafından
Multi-TimeFrame Trend Panel- AK47: SMA, RSI, MACD, ADX Multi-Timeframe Trend Dashboard: SMA, RSI, MACD, ADX This indicator provides a multi-timeframe dashboard to visually monitor the trend status of four popular technical indicators: SMA (Simple Moving Average) RSI (Relative Strength Index) MACD (Moving Average Convergence Divergence) ADX (Average Directional Index) ✅ Each row represents a timeframe (from 5m to 1M). ✅ Each column shows the current trend direction: — 🔵 Bullish, 🔴 Bearish, ⚫ Neutral ✅ The color-coded background helps you quickly assess strength across timeframes and indicators. 🔧 Customizable settings: Panel position Trend colors Moving average & indicator lengths This tool is ideal for traders who rely on trend alignment across multiple timeframes to make high-confidence entries and exits.
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gautamdevgun2100 tarafından
Tuga SupertrendDescription This strategy uses the Supertrend indicator enhanced with commission and slippage filters to capture trends on the daily chart. It’s designed to work on any asset but is especially effective in markets with consistent movements. Use the date inputs to set the backtest period (default: from January 1, 2018, through today, June 30, 2025). The default input values are optimized for the daily chart. For other timeframes, adjust the parameters to suit the asset you’re testing. Release Notes June 30, 2025 • Updated default backtest period to end on June 30, 2025. • Default commission adjusted to 0.1 %. • Slippage set to 3 ticks. • Default slippage set to 3 ticks. • Simplified the strategy name to “Tuga Supertrend”. Default Parameters Parameter Default Value Supertrend Period 10 Multiplier (Factor) 3 Commission 0.1 % Slippage 3 ticks Start Date January 1, 2018 End Date June 30, 2025
Pine Script® stratejisi
pedromto934 tarafından