Inizia

Medie mobili

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.
Indicatore Pine Script®
di oquant
Historical Volatility with HV Average & High/Low TrendlinesHere's a detailed description of your Pine Script indicator: --- ### 📊 **Indicator Title**: Historical Volatility with HV Average & High/Low Trendlines **Version**: Pine Script v5 **Purpose**: This script visualizes market volatility using **Historical Volatility (HV)** and enhances analysis by: * Showing a **moving average** of HV to identify volatility trends. * Marking **high and low trendlines** to highlight extremes in volatility over a selected period. --- ### 🔧 **Inputs**: 1. **HV Length (`length`)**: Controls how many bars are used to calculate Historical Volatility. *(Default: 10)* 2. **Average Length (`avgLength`)**: Number of bars used for calculating the moving average of HV. *(Default: 20)* 3. **Trendline Lookback Period (`trendLookback`)**: Number of bars to look back for calculating the highest and lowest values of HV. *(Default: 100)* --- ### 📈 **Core Calculations**: 1. **Historical Volatility (`hv`)**: $$ HV = 100 \times \text{stdev}\left(\ln\left(\frac{\text{close}}{\text{close} }\right), \text{length}\right) \times \sqrt{\frac{365}{\text{period}}} $$ * Measures how much the stock price fluctuates. * Adjusts annualization factor depending on whether it's intraday or daily. 2. **HV Moving Average (`hvAvg`)**: A simple moving average (SMA) of HV over the selected `avgLength`. 3. **HV High & Low Trendlines**: * `hvHigh`: Highest HV value over the last `trendLookback` bars. * `hvLow`: Lowest HV value over the last `trendLookback` bars. --- ### 🖍️ **Visual Plots**: * 🔵 **HV**: Blue line showing raw Historical Volatility. * 🔴 **HV Average**: Red line (thicker) indicating smoothed HV trend. * 🟢 **HV High**: Green horizontal line marking volatility peaks. * 🟠 **HV Low**: Orange horizontal line marking volatility lows. --- ### ✅ **Usage**: * **High HV**: Indicates increased risk or potential breakout conditions. * **Low HV**: Suggests consolidation or calm markets. * **Cross of HV above Average**: May signal rising volatility (e.g., before breakout). * **Touching High/Low Levels**: Helps identify volatility extremes and possible reversal zones. --- Let me know if you’d like to add: * Alerts when HV crosses its average. * Shaded bands or histogram visualization. * Bollinger Bands for HV.
Indicatore Pine Script®
di V_G_PRASAD
Exponential Moving Averages📘 Exponential Moving Averages – Clean & Focused Trend Tool This script displays five Exponential Moving Averages (EMAs) — 10, 20, 50, 100, and 200 — that are commonly used by professional traders to identify short-, medium-, and long-term trend directions. It offers a simple, no-setup-needed solution for visualizing market momentum and price structure on any timeframe. 🧠 Why This Script Was Created Previously, many users faced confusion with built-in moving average scripts, where they had to manually change the type to EMA from the default SMA (Simple Moving Average). This extra step was unintuitive for newer users and could lead to misinterpretation of signals. To solve this, we’ve created a dedicated script that only plots Exponential Moving Averages — no configuration needed. EMAs are more responsive to price changes and widely used in real-world trading setups, especially for intraday and swing strategies. 🔍 How It Works EMA 10 & 20 – Detect short-term momentum shifts. EMA 50 & 100 – Help visualize medium-term trend strength. EMA 200 – Tracks long-term trend direction and institutional positioning. Each EMA is plotted with distinct colors and line thickness to make trend tracking fast and intuitive. ⚙️ How to Use Use across any timeframe (5m, 1H, 1D, etc.). Watch for crossovers between shorter and longer EMAs. Observe price interaction with EMAs as dynamic support/resistance levels. Combine with other tools like RSI, volume, or price action patterns for confirmation. 🌟 What Makes It Unique No settings confusion: Always uses EMA — no manual adjustments needed. Multiple EMAs in one: Avoid clutter by combining essential levels in a clean overlay. Practical by design: Built for traders who prefer responsive, real-time trend signals.
Indicatore Pine Script®
di ChiragGoyal1
TRAPPER Volume Trigger + SMAs + Buy/Sell SplitThe TRAPPER TRIGGER is a precision-based volume spike indicator designed for intraday traders, scalpers, and swing traders who rely on key volume activity to anticipate sharp market movements. It operates on volume delta logic, detecting disproportionate buying or selling activity that signifies potential market reversals or breakouts. How It Works: Volume Spike Logic (Delta-Based) The script calculates a dynamic volume threshold using a moving average of historical volume data. It identifies a delta spike by comparing current volume against this threshold—when volume exceeds it significantly, it suggests abnormal activity. If the candle closes higher than it opens (bullish), the script registers it as a Buy Spike ⚖️. If the candle closes lower than it opens (bearish), it marks a Sell Spike 🏁. These are not based on the candle’s body size but the volume differential (delta) between buy/sell pressure inferred from candle direction. Trigger Labels Only the most recent buy/sell spike is labeled for clarity, avoiding clutter. Labels are color-coded to match the candle body (e.g., bright green for bullish, magenta for bearish). Label style: ⚖️ for Buy Spikes, 🏁 for Sell Spikes. SMA Suite (Fully Customizable): Six SMAs: 5 (yellow), 10 (blue), 20 (green), 50 (orange), 100 (red), 200 (white). Each can be toggled and customized in the script settings for visibility and styling. Key Benefits Clean, minimalistic charting — focuses only on high-probability events. Provides delta-driven insights without requiring access to full L2 order book data. Works across any timeframe — logic recalculates and resets zones per timeframe switch. Designed for sniper-style entries—ideal for traders who prefer minimal noise and maximum signal clarity. Easily extendable with SR zones, AVWAP, liquidity levels, or alerts if desired in future updates. Who It’s For Scalpers and intraday traders looking for clean triggers. Swing traders wanting confirmation of institutional moves. Volume profile enthusiasts who need a trigger alert system. Developers who want a base volume framework to build more advanced tools on. Disclaimer This script is provided as-is and is intended for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any security or asset. All trading involves risk. Users should perform their own due diligence and consult with a qualified financial advisor before making any trading decisions. The author of this script assumes no liability for any losses or damages arising from the use or reliance on this tool. By using this script, you acknowledge and agree that you are solely responsible for your own trading decisions and outcomes.
Indicatore Pine Script®
di TRAPPER-RAMS
2
Golden/Death Cross🔔 Indicator: **Golden/Death Cross** This indicator visually tracks the **Golden Cross** and **Death Cross** using exponential moving averages: * **EMA 50** (short-term trend) * **EMA 200** (long-term trend) 📈 How it works: * When **EMA 50 crosses above EMA 200**, it's a **Golden Cross** (potential bullish signal) — the line turns **green**. * When **EMA 50 crosses below EMA 200**, it's a **Death Cross** (potential bearish signal) — the line turns **red**. * The line retains its color until the next crossover, helping traders stay visually aligned with trend shifts. This is a minimal and clean tool designed to highlight long-term trend changes clearly and effectively. ⚠️ Disclaimer: This script is for **educational and informational purposes only**. It does **not constitute financial advice** or a recommendation to buy or sell any financial instruments. Always do your own research and consult a licensed financial advisor before making trading decisions.
Indicatore Pine Script®
di TheFinancialFarmer
Hull MA Cloud with Buy/Sell LabelsThis is an adaptable HULL MA that you can change the settings and I would suggest to start with 9 and 49, and lower for scalping to something like 4 and 16. The formula used in this indicator makes use of a square root function. This means that perfect square numbers – 4, 9, 16, 25, 49, 81, are an ideal choice of setting for the length parameter of the indicator. It is not generally advisable to employ the Hull MA in ‘moving average crossover’ type strategies, but use this with additional TA and indicators for trend. This indicator also has additional SMA/EMA you can use as needed. The buy and sell code is taken from an existing trading view script from user (www.tradingview.com) that I found was really well done and can be tweaked by adjusting the swing period to increase or decrease the signals. Please see his page and script for more details. Play around with this script, change the HULL MA as it will be dependent on the commodity you are trading and time frame as well as the buy and sell to optimize the performance. I would suggest adding 200 SMA and use a trend following strategy. I know this code is not perfect and I will continue to see how it can be improved.
Indicatore Pine Script®
di EMA34TRADER
T3 Moving Average with Multiple EMAsT3 Moving Average with Multiple EMAs Short Title: T3 + EMAs Overview The T3 Moving Average with Multiple EMAs is a versatile trend-following indicator that combines the smooth, adaptive T3 Moving Average with eight customizable multi-timeframe Exponential Moving Averages (EMAs). Designed for traders seeking clarity in trend direction and momentum, this indicator overlays on the price chart to highlight dynamic support/resistance levels and trend alignment across multiple timeframes. Key Features T3 Moving Average: A highly responsive, smoothed moving average (default: 9-period, 0.7 volume factor) that reduces lag while maintaining accuracy, ideal for identifying short-term trends and reversals. Eight Multi-Timeframe EMAs: Plots eight EMAs (default lengths: 8, 13, 21, 34, 55, 89, 144, 233) sourced from user-defined timeframes (e.g., 1m, 5m, 15m, 1h, 4h), providing a comprehensive view of short-, medium-, and long-term trends. Customizable Timeframes: Each EMA can be independently set to a specific timeframe, allowing traders to analyze cross-timeframe trend alignment. Theme Support: Offers "Dark" and "Light" themes with optimized colors for visual clarity and chart compatibility. Flexible Parameters: Adjust T3 length, volume factor, EMA lengths, and timeframes to suit various markets and trading styles (scalping, swing trading, or long-term investing). How It Works The T3 Moving Average is calculated using a multi-stage EMA formula weighted by a volume factor, offering smoother trend tracking than traditional EMAs. The eight EMAs, sourced from higher or lower timeframes using request.security, provide a layered perspective on price trends. Faster EMAs (e.g., 8, 13) react to short-term price movements, while slower EMAs (e.g., 144, 233) reflect longer-term trends. The indicator plots all lines on the price chart with distinct, theme-adjusted colors for easy identification. Usage Trend Identification: Use the T3 MA for short-term trend signals and the EMAs to confirm broader trend direction. A price above multiple EMAs suggests a bullish trend; below indicates bearish. EMA Crossovers: Watch for crossovers between faster and slower EMAs (e.g., 8 crossing 21) for potential entry/exit signals. Support/Resistance: Treat slower EMAs (e.g., 89, 144) as dynamic support/resistance levels, especially on higher timeframes. Timeframe Alignment: Align trades with the trend direction of higher-timeframe EMAs for higher-probability setups. Customization: Adjust T3 and EMA settings to match your trading style or asset volatility. Settings T3 Parameters: Length (default: 9): Period for T3 calculation. Volume Factor (default: 0.7): Controls T3 smoothness (0.1–1.0). EMA Parameters: Lengths (default: 8, 13, 21, 34, 55, 89, 144, 233): Period for each EMA. Timeframes (default: 5m, 5m, 15m, 15m, 1h, 1h, 4h, 4h): Select from 1m, 5m, 15m, 30m, 1h, 4h, D, W, or M. Theme: Choose "Dark" (vibrant colors) or "Light" (softer colors) for chart compatibility. Notes Combine with other tools (e.g., RSI, support/resistance, or volume) for confirmation. Optimize settings for specific markets (e.g., crypto, forex, stocks) or timeframes. The indicator is overlayed on the price chart for seamless integration with price action analysis. Author’s Note This indicator was designed to provide traders with a clear, multi-timeframe perspective on trends using the T3 MA and EMAs. Feedback is welcome to enhance this tool for the TradingView community!
Indicatore Pine Script®
di xxBoomerxx
ADT MSI TableKey Features: 1. Market Smith Methodology Composite Rating: Combines price and volume strength Relative Strength Rating: Measures stock performance vs benchmark Base Pattern Detection: Identifies consolidation patterns Breakout Signals: Detects valid breakouts with volume confirmation 2. Indian Market Adaptations INR Currency Formatting: Displays prices in ₹, Lakhs, and Crores Indian Benchmarks: NIFTY, SENSEX, NIFTY500 options Market Cap Display: Formatted in Indian currency standards Trading Hours Compatibility: Works with NSE/BSE data 3. Comprehensive Data Table Real-time Metrics: Current price, daily change, volume analysis Technical Indicators: MA positions, RS rating, composite rating Performance Tracking: 3M, 6M, 12M returns Signal Generation: BUY/SELL/HOLD recommendations 4. Visual Elements Multiple Moving Averages: 10, 20, 50, 200 period MAs Support/Resistance Levels: Dynamic pivot-based levels Volume Analysis: Color-coded volume bars with surge detection Trend Background: Color-coded background based on trend strength Breakout Markers: Visual signals for valid breakouts 5. Customizable Parameters Adjustable Periods: All timeframes can be modified Table Positioning: 9 different table positions Alert System: Customizable breakout and volume alerts Display Options: Toggle any component on/off 6. Indian Market Specific No Errors: Fully compatible with Indian stock data Proper Formatting: All values in Indian currency format Market Hours: Optimized for Indian trading sessions Volume Calculations: Adapted for Indian market volume patterns
Indicatore Pine Script®
di dravinashmedicaloncology
Multi-Timeframe EMA Overlay [Smoothed Approximation]in.tradingview.com This indicator displays Exponential Moving Averages (EMAs) from multiple timeframes (5m, 15m, 1H, 4H, 1D) on a single chart, regardless of your current timeframe. HOW IT WORKS You choose a base EMA length (e.g., 20). The script calculates equivalent lengths for other timeframes (e.g., for a 1H EMA while on a 1-minute chart: 20 × 60 = 1200 length). These adjusted EMAs are then computed and plotted — giving a continuous, smooth curve rather than a stepped line. KEY FEATURES 🟪 5m, 🟦 15m, 🟩 1H, 🟧 4H, 🟥 1D EMAs. 🧠 Smooth approximation — good for visual trend tracking without step lag. 🎛️ Toggle visibility for each timeframe EMA independently. 📈 Uses Trend Confirmation: Aligning short-term trades with higher timeframe trends (e.g., go long only when 15m & 1H EMAs are trending up). Confluence Zones: Price action near multiple EMA levels from different timeframes can indicate strong support/resistance zones. Entry Filters: Avoid trades against dominant higher timeframe trends. Example: On a 5m chart, only go long if price > 1H EMA. Reversal Watch: EMA convergence or crossovers across timeframes can signal potential trend shifts.
Indicatore Pine Script®
di aryakid
STRENGTH INDEX / Impulse SystemSTRENGTH INDEX / Impulse System Indicator Developed by Marcelo Ulisses Sobreiro Ribeiro This powerful TradingView indicator combines two distinct trading approaches in one versatile tool: 1. STRENGTH INDEX (Multiple EMA System) The first section features a unique configuration of 17 exponential moving averages designed to identify market strength and trend direction. The system includes: Core EMAs (6, 21, and 34 periods) plotted with distinct colors and weights A dense cluster of 14 additional EMAs (7-20 periods) that create a "zone of strength" 2. Impulse System (Based on Dr. Alexander Elder's Work) The second section implements a modified version of Dr. Alexander Elder's famous Impulse System from his classic book Trading for a Living, featuring: Color-coded bars (green/red/blue) based on trend strength Customizable MACD parameters (12,26,9 by default) Optional moving average (SMA/EMA/WMA/VWMA) with adjustable periods EMA baseline (13-period default) for trend identification Key Features: Switch between systems with one click Fully customizable parameters Clean visual presentation with adjustable line weights Maximum 500 plotted lines for performance optimization This indicator is ideal for traders who want to: ✔ Identify strong trends using the EMA cluster ✔ Follow the market's impulse with Elder's proven system ✔ Customize their analysis with multiple technical tools Tip: Use the STRENGTH INDEX for trend identification and the Impulse System for entry/exit timing.
Indicatore Pine Script®
di musribeiro
TRIPLE Moving AveragesTriple Moving Average System with Composite Average This strategy uses three moving averages of different timeframes to assess trend direction, momentum, and potential entry/exit points. The averages are: Fast MA (Short-term) – Typically a 12-period moving average. Reacts quickly to price changes, providing early signals. Medium MA (Intermediate-term) – Often a 21-period moving average. Smooths out noise and confirms the trend suggested by the Fast MA. Slow MA (Long-term) – Usually a 50-period moving average. Represents the dominant trend; acts as a strong support/resistance level. Additionally, the Composite Moving Average (CMA) is calculated as the average of the three MAs, providing a balanced reference point: How to Use the System: Bullish Signal: When the Fast MA crosses above the Medium MA and both are above the Slow MA, confirming an uptrend. The price staying above the CMA reinforces bullish strength. Bearish Signal: When the Fast MA crosses below the Medium MA and both are below the Slow MA, indicating a downtrend. The price staying below the CMA confirms bearish momentum. Trend Confirmation: The slope and order of the MAs (Fast > Medium > Slow = uptrend; Fast < Medium < Slow = downtrend). The CMA acting as dynamic support/resistance. Advantages: Reduces false signals compared to single or dual MA systems. The CMA smooths volatility and provides a clearer trend bias. Example Settings (Customizable): Fast MA: 12-period SMA/EMA Medium MA: 21-period SMA/EMA Slow MA: 50-period SMA/EMA
Indicatore Pine Script®
di Tiagorocha1989
Trading Tools🎯 Trading Tools – Your All-in-One Market Analysis Solution Developed by Marcelo Ulisses Sobreiro Ribeiro, Trading Tools is a powerful, multi-functional indicator that combines essential trading features into a single, streamlined tool. Perfect for traders who want clear, precise market opportunities across any asset or timeframe. 🔥 Key Features: 📊 Smart Moving Averages Customizable setup for up to 5 MAs (EMA, SMA, WMA). Color-coded fills between MAs to highlight trends (bullish/bearish). Dynamic 20-period MA (color shifts with trend). Alerts for crossovers and trend changes. 🕒 Killzones (High-Liquidity Sessions) Visual highlights for key trading sessions: Asia, London, NY AM, NY Lunch, and NY PM. Customizable colors and transparency. Drawing limit to avoid chart clutter. 📅 Time-Based Markers Day-of-week labels (option to hide weekends). Day separators (customizable style). 🎨 Rule-Based Candle Coloring Expanded True Range (large candles). Inside Bars. 123 Pattern (Mark Crisp). Bullish/Bearish Engulfing. Price of Closing Reversal (PFR). Market Strength. Overbought/Oversold (RSI & Stochastic). ⚖️ Imbalance Detector (FVG, OG, VI) Fair Value Gaps (FVG). Opening Gaps (OG). Volume Imbalance (VI). 🔄 Stochastic Cross & Valid Pullbacks Stochastic crossover signals (up/down arrows). Valid pullback alerts. 📈 Dynamic Support & Resistance Previous day’s high/low (PDH/PDL). Automatic pivot detection (significant highs/lows). ⚙️ Full Customization Adjust timeframe limits, timezone, label size, and colors. Control how many drawings are kept on the chart. 🚨 Built-in Alerts Alerts for 20-period MA, PFR, Pullbacks, and more! 📌 Why Use Trading Tools? All-in-one solution: No need for multiple indicators. Intuitive visuals: Colors and markers simplify setup identification. Adaptable: Works on any asset (forex, stocks, crypto). 🔹 Perfect for traders who want efficiency and clarity in their analysis!
Indicatore Pine Script®
di musribeiro
4
Moving Average StrategyMoving Average Strategy Indicator A comprehensive EMA strategy tool to identify market trends with the following setup parameters: 1. Display EMA for current chart time period with graphical overlay showing fill colors for positive/negative correlation (defaulted to 50 for Fast EMA/200 for Slow EMA) 2. Overlay background time frame to show correlation with EMA on different time frame than chart value (defaulted to hourly). 3. Display BB bands with customization as well as a BB Band Cross Up and Cross down test (shows unusual and fast moving market activity by marking BB band intercept with symbol). 4. Display VWAP. I use this tool primarily with the following configuration: Daily charts Fast EMA - 50 Slow EMA - 200 BG Time Frame - Weekly BG Fast EMA - 3 BG Slow EMA - 9 BB Length - 20 BB Deviation - 4 BG Fast/Slow Crossover enabled BG Fast/Slow Crossunder enabled BB Dev Cross Up Test enabled BB Dev Cross Down Test enabled Configuration issues: For some reason there are plot values that cannot be set to absolute. I need to dig deeper into that and will plan to post it out when I resolve the issue. I just set the values to above and below to mitigate for that.
Indicatore Pine Script®
di TheExpeditionTrader