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Moving Averages

BTC Tradingمرحبا يا متداولين هو مؤشر لتداول البيتكوين باستخدام المتوسطات المتحركة (Moving Averages). إليك شرحًا للمؤشر وطريقة استخدامه: 1. إعداد المتوسطات المتحركة: المتوسط المتحرك القصير (Short MA): هو متوسط متحرك يستخدم فترة زمنية قصيرة (9 أيام في هذا السكربت). المتوسط المتحرك الطويل (Long MA): هو متوسط متحرك يستخدم فترة زمنية أطول (21 يومًا في هذا السكربت). يتم حساب المتوسطات المتحركة باستخدام الدالة ta.sma(close, length), حيث يتم حساب المتوسط على أساس أسعار الإغلاق. 2. إشارات الشراء والبيع: إشارة الشراء (Buy Signal): تحدث عندما يتقاطع المتوسط المتحرك القصير (Short MA) إلى الأعلى فوق المتوسط المتحرك الطويل (Long MA). هذا يعكس إشارة شراء. يتم تحديد هذه الإشارة باستخدام الدالة ta.crossover(shortMA, longMA). إشارة البيع (Sell Signal): تحدث عندما يتقاطع المتوسط المتحرك القصير (Short MA) إلى الأسفل تحت المتوسط المتحرك الطويل (Long MA). هذا يعكس إشارة بيع. يتم تحديد هذه الإشارة باستخدام الدالة ta.crossunder(shortMA, longMA). 3. رسم المتوسطات المتحركة على الرسم البياني: يتم رسم المتوسط المتحرك القصير باللون الأخضر باستخدام الدالة plot(shortMA). يتم رسم المتوسط المتحرك الطويل باللون الأحمر باستخدام الدالة plot(longMA). 4. رسم علامات الشراء والبيع: عند ظهور إشارة شراء، يتم رسم شكل تحت الشمعة يظهر كلمة "BUY" باللون الأخضر باستخدام الدالة plotshape(series=buySignal). عند ظهور إشارة بيع، يتم رسم شكل فوق الشمعة يظهر كلمة "SELL" باللون الأحمر باستخدام الدالة plotshape(series=sellSignal). طريقة استخدامه: عندما يظهر الخط الأخضر (المتوسط المتحرك القصير) فوق الخط الأحمر (المتوسط المتحرك الطويل)، ستظهر إشارة شراء (BUY). عندما يظهر الخط الأخضر تحت الخط الأحمر، ستظهر إشارة بيع (SELL). هذه الإشارات قد تساعد في اتخاذ قرارات شراء وبيع بناءً على تقاطع المتوسطات المتحركة. التفسير الفني: إشارة الشراء تعني أن السوق قد يبدأ في الاتجاه الصاعد، حيث يتجاوز المتوسط المتحرك القصير (الذي يعكس تحركات الأسعار على المدى القصير) المتوسط المتحرك الطويل (الذي يعكس الاتجاه العام). إشارة البيع تعني أن السوق قد يبدأ في الاتجاه الهابط، حيث يبدأ المتوسط المتحرك القصير في الهبوط تحت المتوسط المتحرك الطويل. ملحوظة: يمكن تعديل الفترات الزمنية للمتوسطات المتحركة حسب التفضيلات الشخصية أو استراتيجية التداول التي تستخدمها.
Pine Script™ indicator
by FLAMEq8
EMA + Stochastic Strategy (day trading)Setup Instructions Exponential Moving Averages (EMA): Use two EMAs: 50-period EMA for the overall trend. 20-period EMA for shorter-term movements. Trend Confirmation: If the 20 EMA is above the 50 EMA, focus on buy opportunities. If the 20 EMA is below the 50 EMA, focus on sell opportunities. Stochastic Oscillator: Set Stochastic to a 14, 3, 3 period (default). Overbought level = 80; Oversold level = 20. Look for crossovers: Buy: Stochastic %K crosses above %D in the oversold zone (below 20). Sell: Stochastic %K crosses below %D in the overbought zone (above 80). Entry and Exit Rules Buy Signal: The 20 EMA is above the 50 EMA, confirming an uptrend. The Stochastic Oscillator is in the oversold zone (below 20), and %K crosses above %D. Enter when the price retraces to and bounces off the 20 EMA in the direction of the trend. Sell Signal: The 20 EMA is below the 50 EMA, confirming a downtrend. The Stochastic Oscillator is in the overbought zone (above 80), and %K crosses below %D. Enter when the price retraces to and rejects off the 20 EMA in the direction of the trend. Stop Loss and Take Profit Stop Loss: For buy trades: Place the stop loss below the recent swing low. For sell trades: Place the stop loss above the recent swing high. Take Profit: Use a risk-to-reward ratio of 1:2 or higher. Alternatively, exit the trade when Stochastic reaches the opposite extreme (80 for buys, 20 for sells). Example Scenario: GBP/USD on a 15-minute chart. The 20 EMA is above the 50 EMA, indicating an uptrend. The Stochastic Oscillator dips below 20, and %K crosses above %D. Enter a buy trade when the price bounces off the 20 EMA. Place a stop loss below the nearest swing low and a take profit at twice the risk. Tips for Success Avoid Choppy Markets: Ensure the EMAs are diverging, and there’s a clear trend. Use Stochastic for Confirmation: Only take trades when the Stochastic Oscillator aligns with the EMA trend. Combine with Price Action: Watch for candlestick patterns (e.g., pin bars, engulfing candles) near the 20 EMA for additional confirmation. Practice Discipline: Stick to your stop-loss and take-profit rules.
Pine Script™ strategy
by ahmed_Gomaa7177
Bitcoin Reversal PredictorOverview This indicator displays two lines that, when they cross, signal a potential reversal in Bitcoin's price trend. Historically, the high or low of a bull market cycle often occurs near the moment these lines intersect. The lines consist of an Exponential Moving Average (EMA) and a logarithmic regression line fitted to all of Bitcoin's historical data. Inspiration The inspiration for this indicator came from the PI Cycle Top indicator, which has accurately predicted past bull market peaks. However, I believe the PI Cycle Top indicator may not be as effective in the future. In that indicator, two lines cross to mark the top, but the extent of the cross has been diminishing over time. This was especially noticeable in the 2021 cycle, where the lines barely crossed. Because of this, I created a new indicator that I think will continue to provide reliable reversal signals in the future. How It Works The logarithmic regression line is fitted to the Bitcoin (BTCUSD) chart using two key factors: the 'a' factor (slope) and the 'b' factor (intercept). This results in a steadily decreasing line. The EMA oscillates above and below this regression line. Each time the two lines cross, a vertical colored bar appears, indicating that Bitcoin's price momentum is likely to reverse. Use Cases - Price Bottoming: Bitcoin often bottoms out when the EMA crosses below the logarithmic regression line. - Price Topping: In contrast, Bitcoin often peaks when the EMA crosses above the logarithmic regression line. - Profitable Strategy: Trading at the crossovers of these lines can be a profitable strategy, as these moments often signal significant price reversals.
Pine Script™ indicator
by CryptoRiskAlert
IU Higher Timeframe MA Cross StrategyIU Higher Timeframe MA Cross Strategy The IU Higher Timeframe MA Cross Strategy is a versatile trading tool designed to identify trend by utilizing two customizable moving averages (MAs) across different timeframes and types. This strategy includes detailed entry and exit rules with fully configurable inputs, offering flexibility to suit various trading styles. Key Features: - Two moving averages (MA1 and MA2) with customizable types, lengths, sources, and timeframes. - Both long and short trade setups based on MA crossovers. - Integrated risk management with adjustable stop-loss and take-profit levels based on a user-defined risk-to-reward (RTR) ratio. - Clear visualization of MAs, entry points, stop-loss, and take-profit zones. Inputs: 1. Risk-to-Reward Ratio (RTR): - Defines the take-profit level in relation to the stop-loss distance. Default is 2. 2. MA1 Settings: - Source: Select the data source for calculating MA1 (e.g., close, open, high, low). Default is close. - Timeframe: Specify the timeframe for MA1 calculation. Default is 60 (60-minute chart). - Length: Set the lookback period for MA1 calculation. Default is 20. - Type: Choose the type of moving average (options: SMA, EMA, SMMA, WMA, VWMA). Default is EMA. - Smooth: Option to enable or disable smoothing of MA1 to merge gaps. Default is true. 3. MA2 Settings: - Source: Select the data source for calculating MA2 (e.g., close, open, high, low). Default is close. - Timeframe: Specify the timeframe for MA2 calculation. Default is 60 (60-minute chart). - Length: Set the lookback period for MA2 calculation. Default is 50. - Type: Choose the type of moving average (options: SMA, EMA, SMMA, WMA, VWMA). Default is EMA. - Smooth: Option to enable or disable smoothing of MA2 to merge gaps. Default is true. Entry Rules: - Long Entry: - Triggered when MA1 crosses above MA2 (crossover). - Entry is confirmed only when the bar is closed and no existing position is active. - Short Entry: - Triggered when MA1 crosses below MA2 (crossunder). - Entry is confirmed only when the bar is closed and no existing position is active. Exit Rules: - Stop-Loss: - For long positions: Set at the low of the bar preceding the entry. - For short positions: Set at the high of the bar preceding the entry. - Take-Profit: - For long positions: Calculated as (Entry Price - Stop-Loss) * RTR + Entry Price. - For short positions: Calculated as Entry Price - (Stop-Loss - Entry Price) * RTR. Visualization: - Plots MA1 and MA2 on the chart with distinct colors for easy identification. - Highlights stop-loss and take-profit levels using shaded zones for clear visual representation. - Displays the entry level for active positions. This strategy provides a robust framework for traders to identify and act on trend reversals while maintaining strict risk management. The flexibility of its inputs allows for seamless customization to adapt to various market conditions and trading preferences.
Pine Script™ strategy
by Shivam_Mandrai
HOD/LOD/PMH/PML/PDH/PDL Strategy by @tradingbauhaus This script is a trading strategy @tradingbauhaus designed to trade based on key price levels, such as the High of Day (HOD), Low of Day (LOD), Premarket High (PMH), Premarket Low (PML), Previous Day High (PDH), and Previous Day Low (PDL). Below, I’ll explain in detail what the script does: Core Functionality of the Script: Calculates Key Price Levels: HOD (High of Day): The highest price of the current day. LOD (Low of Day): The lowest price of the current day. PMH (Premarket High): The highest price during the premarket session (before the market opens). PML (Premarket Low): The lowest price during the premarket session. PDH (Previous Day High): The highest price of the previous day. PDL (Previous Day Low): The lowest price of the previous day. Draws Horizontal Lines on the Chart: Plots horizontal lines on the chart for each key level (HOD, LOD, PMH, PML, PDH, PDL) with specific colors for easy visual identification. Defines Entry and Exit Rules: Long Entry (Buy): If the price crosses above the PMH (Premarket High) or the PDH (Previous Day High). Short Entry (Sell): If the price crosses below the PML (Premarket Low) or the PDL (Previous Day Low). Long Exit: If the price reaches the HOD (High of Day) during a long position. Short Exit: If the price reaches the LOD (Low of Day) during a short position. How the Script Works Step by Step: Calculates Key Levels: Uses the request.security function to fetch the HOD and LOD of the current day, as well as the highs and lows of the previous day (PDH and PDL). Calculates the PMH and PML during the premarket session (before 9:30 AM). Plots Levels on the Chart: Uses the plot function to draw horizontal lines on the chart representing the key levels (HOD, LOD, PMH, PML, PDH, PDL). Each level has a specific color for easy identification: HOD: White. LOD: Purple. PDH: Orange. PDL: Blue. PMH: Green. PML: Red. Defines Trading Rules: Uses conditions with ta.crossover and ta.crossunder to detect when the price crosses key levels. Long Entry: If the price crosses above the PMH or PDH, a long position (buy) is opened. Short Entry: If the price crosses below the PML or PDL, a short position (sell) is opened. Long Exit: If the price reaches the HOD during a long position, the position is closed. Short Exit: If the price reaches the LOD during a short position, the position is closed. Executes Orders Automatically: Uses the strategy.entry and strategy.close functions to open and close positions automatically based on the defined rules. Advantages of This Strategy: Based on Key Levels: Uses important price levels that often act as support and resistance. Easy to Visualize: Horizontal lines on the chart make it easy to identify levels. Automated: Entries and exits are executed automatically based on the defined rules. Limitations of This Strategy: Dependent on Volatility: Works best in markets with significant price movements. False Crosses: There may be false crosses that generate incorrect signals. No Advanced Risk Management: Does not include dynamic stop-loss or take-profit mechanisms. How to Improve the Strategy: Add Stop-Loss and Take-Profit: To limit losses and lock in profits. Filter Signals with Indicators: Use RSI, MACD, or other indicators to confirm signals. Optimize Levels: Adjust key levels based on the asset’s behavior. In summary, this script is a trading strategy that operates based on key price levels, such as HOD, LOD, PMH, PML, PDH, and PDL. It is useful for traders who want to trade based on significant support and resistance levels.
Pine Script™ strategy
by tradingbauhaus
Zero Lag Signals For Loop [QuantAlgo]Elevate your trend-following investing and trading strategy with Zero Lag Signals For Loop by QuantAlgo , a simple yet effective technical indicator that merges advanced zero-lag mechanism with adaptive trend analysis to bring you a fresh take on market momentum tracking. Its aim is to support both medium- to long-term investors monitoring broader market shifts and precision-focused traders seeking quality entries through its dual-focused analysis approach! 🟢 Core Architecture The foundation of this indicator rests on its zero-lag implementation and dynamic trend assessment. By utilizing a loop-driven scoring system alongside volatility-based filtering, each market movement is evaluated through multiple historical lenses while accounting for current market conditions. This multi-layered approach helps differentiate between genuine trend movements and market noise across timeframe and asset classes. 🟢 Technical Foundation Three distinct components of this indicator are: Zero Lag EMA : An enhanced moving average calculation designed to minimize traditional lag effects For Loop Scoring System : A comprehensive scoring mechanism that weighs current price action against historical contexts Dynamic Volatility Analysis : A sophisticated ATR-based filter that adjusts signal sensitivity to market conditions 🟢 Key Features & Signals The Zero Lag Signals For Loop provides market insights through: Color-coded Zero Lag line that adapts to trend direction Dynamic fills between price and Zero Lag basis for enhanced visualization Trend change markers (L/S) that highlight potential reversal points Smart bar coloring that helps visualize market momentum Background color changes with vertical lines at significant trend shifts Customizable alerts for both bullish and bearish reversals 🟢 Practical Usage Tips Here's how you can get the most out of the Zero Lag Signals For Loop : 1/ Setup: Add the indicator to your TradingView chart by clicking on the star icon to add it to your favorites ⭐️ Start with the default Zero Lag length for balanced sensitivity Use the standard volatility multiplier for proper filtering Keep the default loop range for comprehensive trend analysis Adjust threshold levels based on your investing and/or trading style 2/ Reading Signals: Watch for L/S markers - they indicate validated trend reversals Pay attention to Zero Lag line color changes - they confirm trend direction Monitor bar colors for additional trend confirmation Configure alerts for trend changes in both bullish and bearish directions, ensuring you can act on significant technical developments promptly. 🟢 Pro Tips Fine-tune the Zero Lag length based on your timeframe: → Lower values (20-40) for more responsive signals → Higher values (60-100) for stronger trend confirmation Adjust volatility multiplier based on market conditions: → Increase multiplier in volatile markets → Decrease multiplier in stable trending markets Combine with: → Volume analysis for trade validation → Multiple timeframe analysis for broader context → Other technical tools for comprehensive analysis
Pine Script™ indicator
by QuantAlgo
9
3 EMAs with Custom LengthsThis code plots three Exponential Moving Averages (EMAs) on a price chart. EMAs are used to smooth price data and highlight trends. Inputs for EMA lengths: The user can specify the lengths (e.g., 10, 20, 50 periods) of the three EMAs through input fields. By default, the lengths are set to 10, 20, and 50. EMA Calculation: For each of the specified lengths, the script calculates the EMA based on the closing prices of the asset. Plotting the EMAs: The three EMAs are drawn on the price chart in different colors, so users can easily compare them. These moving averages help in spotting trend direction, crossovers, and potential trading signals. The overall purpose of the code is to give the user a visual representation of three EMAs on their price chart, which can be customized based on their trading strategy.
Pine Script™ indicator
by teebala786
MULTI TF SCANNERMulti-Timeframe Moving Average Scanner Script This script is designed to scan multiple timeframes for specific moving average (MA) crossovers to help traders identify potential buy or sell signals. The moving averages, such as the Simple Moving Average (SMA) or Exponential Moving Average (EMA), are calculated for different timeframes, allowing the script to provide a comprehensive analysis of the market trend. Features: Multiple Timeframe Analysis: The script scans across various timeframes, including 5 minutes, 15 minutes, 1 hour, 4 hours, 1 day, and 1 week. The moving averages are calculated for each of these timeframes, enabling the trader to gauge trends across short, medium, and long-term periods. MA Crossover Detection: The script checks for crossovers between a fast-moving average (e.g., 9-period) and a slow-moving average (e.g., 50-period). A bullish crossover (fast MA crossing above slow MA) signals a potential buy, while a bearish crossover (fast MA crossing below slow MA) signals a potential sell. Recursive Timeframe Check: Before generating a buy or sell signal, the script checks for confirmations from higher timeframes. Signals are only generated when the crossovers align across multiple timeframes (e.g., a buy signal on the 5-minute chart is confirmed by a bullish crossover on the 1-hour and 4-hour charts). Signal Quality Indicator: The script assigns a quality score to each signal based on how many higher timeframes confirm the crossover. A stronger confirmation across multiple timeframes increases the quality of the signal, which can be visualized on the chart. Optimized for Performance: The calculations for moving average crossovers are designed to minimize unnecessary recalculations, optimizing the script’s performance and reducing lag. The multi-timeframe checks are done only when the moving average crossover occurs or changes, ensuring efficiency. User-Friendly Interface: The results are displayed on the chart with clear visual cues to indicate the buy/sell signals and signal strength. The script is minimalistic, with an uncluttered interface, providing the user with only the most relevant information for making trading decisions.
Pine Script™ indicator
by Rahul2767