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Average Daily % Change by Weekday📊 Average Daily % Change by Weekday This script calculates and displays the average daily percentage change for each weekday (Monday through Sunday) based on historical price data. It helps traders analyze which days tend to be bullish or bearish over a selected backtest date range. ✅ Features: Customizable date range (From Year/Month/Day to To Year/Month/Day) Calculates average % change for each weekday (Mon–Sun) Supports assets that trade 7 days (e.g., crypto) Color-coded outputs (green = positive, red = negative) Final results shown as a table in the bottom-right corner Works only on the 1D timeframe (daily) 🧠 How it works: For each day within the selected date range: The script calculates the % change as: (Close - Open) / Open * 100 Then, it groups the data by weekday and averages the values This gives you insight into how each day of the week behaves historically for the current asset. ⚠️ Notes: This script only works on daily (1D) timeframes. For most accurate results, use it on assets with long trading history (e.g., BTCUSD). Designed for educational and statistical analysis purposes.
Penunjuk Pine Script®
oleh traderhomepro
Spartan Trading Swing High Low Mapper 1.0Spartan Trading Swing High Low Mapper 1.0 is a clean and structured framework designed to visualize swing highs and lows effectively. It assists traders in accurately identifying swing points, key Change of Character (CH) zones, and breakers. The tool also highlights "X" points and inducements within the major market structure, making it especially valuable for recognizing higher timeframe swings while analyzing lower timeframe charts. Built for repeatability, the model enhances trader confidence by fostering familiarity rather than complexity. This non-repainting tool is carefully engineered to mark completed market rotations, offering clarity without distortion. It provides flexibility across various assets and timeframes, allowing traders to customize their view while maintaining a consistent and reliable structure. Swing high formation For a swing high to form, the high of Candle 1 must break above the high of Candle 2, and the low of Candle 2 must break below the low of Candle 3 Swing low formation For a swing low to form, the low of Candle 1 must break below the low of Candle 2, and the high of Candle 2 must break above the high of Candle 3 Time frame alignment This indicator will show higher time frame swing when you are in the lower time frame for example if your are in 5min time frame it will auto plot 1h swing aswell it helps the traders when actually htf's are doing. Monthly - daily weekly-4h daily -1h 4h-15m 1h-5min 15-1min Terms and Conditions Our charting tools are products provided for informational and educational purposes only and do not constitute financial, investment, or trading advice. Our charting tools are not designed to predict market movements or provide specific recommendations. Users should be aware that past performance is not indicative of future results and should not be relied upon for making financial decisions. By using our charting tools, the purchaser agrees that the seller and the creator are not responsible for any decisions made based on the information provided by these charting tools. The purchaser assumes full responsibility and liability for any actions taken and the consequences thereof, including any loss of money or investments that may occur as a result of using these products. Hence, by purchasing these charting tools, the customer accepts and acknowledges that the seller and the creator are not liable nor responsible for any unwanted outcome that arises from the development, the sale, or the use of these products. Finally, the purchaser indemnifies the seller from any and all liability. If the purchaser was invited through the Friends and Family Program, they acknowledge that the provided discount code only applies to the first initial purchase of the spartantradingacademy Premium Suite subscription. The purchaser is therefore responsible for cancelling – or requesting to cancel – their subscription in the event that they do not wish to continue using the product at full retail price. If the purchaser no longer wishes to use the products, they must unsubscribe from the membership service, if applicable. We hold no reimbursement, refund, or chargeback policy. Once these Terms and Conditions are accepted by the Customer, before purchase, no reimbursements, refunds or chargebacks will be provided under any circumstances. By continuing to use these charting tools, the user acknowledges and agrees to the Terms and Conditions outlined in this legal disclaimer.
Penunjuk Pine Script®
oleh SPARTAN-TRADING-ACADEMY
MP MTF LiquidityMP MTF Liquidity Multi-Timeframe Liquidity Levels – Automatic High/Low Tracking This indicator automatically tracks and draws liquidity levels (recent highs and lows) from up to 6 custom timeframes directly on your chart. It’s designed for advanced traders who want to visualize important swing points and liquidity pools across multiple timeframes—ideal for Smart Money Concepts (SMC), ICT, and price action trading. Key Features: Multi-Timeframe Support: Select up to 6 different timeframes (ex: 1H, 4H, Daily, Weekly, etc.), each with separate color and visibility controls. Real Liquidity (No Repaint): Levels are only drawn from fully closed bars on each timeframe—no lines from currently forming candles, ensuring accuracy and no forward-looking bias. Automatic Detection: Highs and lows are detected automatically. Levels that get swept (price breaks through) are converted to dashed lines for easy visual distinction. Customizable: Choose line colors for highs/lows and set the maximum number of active levels per timeframe to keep charts clean. Extended Lines: All levels are extended to the right, helping you see how current price interacts with past liquidity. How It Works: On every new bar of your chosen higher timeframe(s), the indicator records the high and low of the previous (just-closed) candle. These levels are extended as rays until price sweeps (crosses) them. When a level is swept, it is redrawn as a dashed line to highlight liquidity grabs or stop hunts. No lines are drawn for the “live” bar—only confirmed, closed levels are displayed. Who is this for? SMC, ICT, and price action traders seeking high-confidence liquidity zones. Intraday, swing, and multi-timeframe traders who want an automated, visual edge. Anyone wanting to avoid repainting or “fake” levels from unfinished candles. Tip: Combine this indicator with your favorite order block, fair value gap (FVG), or market structure tools for even greater context and confluence. Disclaimer: No indicator guarantees profits. Always use with proper risk management and in conjunction with your trading plan.
Penunjuk Pine Script®
oleh markoparkhomenko
Essa - Market Structure & Fibonacci ToolkitOverview The Essa Market Structure & Fibonacci Toolkit is a comprehensive trading indicator that combines advanced market structure analysis with customizable fibonacci levels and fair value gap detection. It identifies high-probability trading opportunities by detecting confluence zones where multiple technical factors align, providing traders with precise entry and exit points based on institutional trading concepts. Key Features 📊Market Structure Analysis Pattern Recognition: Automatically detects Higher Highs (HH), Higher Lows (HL), Lower Highs (LH), Lower Lows (LL) Change of Character (CHoCH): Identifies trend changes and market structure breaks Pattern Locking: Fibonacci levels lock to specific swing patterns (LH→LL for bearish, HL→HH for bullish) Multi-Timeframe Analysis: Analyzes trend strength across multiple timeframes with scoring system 🧮 Custom Fibonacci System Fully Configurable Levels: Set any percentage (e.g., 25%, 65%, 87.5%) - not limited to traditional levels Dynamic Labels: Shows your actual percentages, not hardcoded values Golden Zone Trading: Customizable optimal entry zones between any two fibonacci levels Auto-Extension: Levels automatically extend as price moves Distance Tables: Real-time pip distances to nearest fibonacci levels 📈 Fair Value Gap (FVG) Detection Smart Detection: Identifies bullish and bearish fair value gaps with size filtering Age Tracking: Shows how long each FVG has been active (bars or time format) Confluence Highlighting: Enhanced colors when FVGs overlap with fibonacci golden zones Width Filtering: ATR-based minimum width requirements to filter noise 🎯 Confluence Trading Multi-Factor Analysis: Combines market structure + fibonacci + FVGs + golden zones High-Probability Zones: Highlights areas where multiple factors converge Trend Strength Scoring: 0-100% scoring system based on multiple confluence factors Smart Alerts: Notifications for high-confluence setups only ⚡ Advanced Features Trend Analysis Table: Real-time trend bias, strength score, and pattern identification Adaptive Sensitivity: Automatically adjusts to market volatility using ATR Professional Alerts: Customizable alerts for structure breaks, golden zone touches, and FVG confluence Clean Interface: Basic/Advanced settings organization with inline controls 🎨 Visual Excellence Professional Styling: Clean, institutional-grade visual presentation Customizable Colors: Full color customization for all elements Smart Labeling: Context-aware labels that don't overlap Performance Optimized: Efficient rendering with visual element limits Perfect for: Swing traders, day traders, and institutional-style traders who want to identify high-probability setups using confluence of market structure, fibonacci levels, and fair value gaps.
Penunjuk Pine Script®
oleh Essa02
SMA Crossover SignalsSMA Crossover Signals (50/100/200)OverviewThis script provides a clear and simple way to visualize key trend-following signals using three essential Simple Moving Averages (SMAs). It is designed to help traders quickly identify shifts in market momentum by plotting the 50, 100, and 200-day SMAs and marking significant crossover events directly on your chart.This tool is perfect for traders who use moving average crossovers as a core component of their strategy.FeaturesThree Key SMAs: The script plots the following moving averages, which are fundamental for both short-term and long-term trend analysis:50-day SMA: Plotted in Yellow. Represents the medium-term trend.100-day SMA: Plotted in Blue. Represents the intermediate long-term trend.200-day SMA: Plotted in Green. Represents the long-term market trend.Crossover Signals: The script automatically identifies and labels two key types of crossover events to signal potential entry or exit points:B1 (Bullish Signal): A green "B1" label appears below the price bar when the 50-day SMA crosses above the 200-day SMA. This is commonly known as a "Golden Cross" and is often interpreted as a strong, long-term bullish signal.D1 (Bearish Signal): A red "D1" label appears above the price bar when the 50-day SMA crosses below the 200-day SMA. This is known as a "Death Cross" and is often seen as a strong, long-term bearish signal.B2 (Bullish Signal): A slightly transparent green "B2" label appears below the price bar when the 50-day SMA crosses above the 100-day SMA, indicating a potential shorter-term shift to bullish momentum.D2 (Bearish Signal): A slightly transparent red "D2" label appears above the price bar when the 50-day SMA crosses below the 100-day SMA, indicating a potential shorter-term shift to bearish momentum.How to Use This ScriptTrend Confirmation: Use the SMAs to gauge the overall market trend. When the price is above the 200-day SMA (green line), the long-term trend is generally considered bullish. When it's below, the trend is bearish.Entry/Exit Signals:The B1 (Golden Cross) can be used as a signal to consider entering a long position or as confirmation of an existing uptrend.The D1 (Death Cross) can be used as a signal to consider entering a short position, exiting a long position, or as confirmation of a new downtrend.The B2 and D2 signals provide earlier indications of a potential change in momentum and can be useful for more active traders.Combine with Other Indicators: For best results, use these crossover signals in conjunction with other technical indicators, such as the RSI for momentum or Volume for confirmation of a move.DisclaimerThis script is an educational tool and should not be considered financial advice. Trading involves risk, and past performance is not indicative of future results. Always conduct your own research and risk management before making any trading decisions.
Penunjuk Pine Script®
oleh sumitpoddar123
Moving Average / ATR Breakout Signal [ARTech]Moving Average / ATR Breakout Signal This indicator generates trend-following signals based on price breaking above or below a user-defined Moving Average (MA). It supports various MA types and lengths, while offering optional filters like ATR bands and breakout thresholds to enhance signal quality. The tool is designed to help traders detect momentum shifts with configurable confirmation logic and offers visual enhancements to help traders better interpret market conditions at a glance. Key Features: • Multi-Type Moving Average Support: Choose from various Moving Average types including EMA, SMA, Hull MA, VWMA, RMA, TEMA, and more — fully customizable with source and length options. • Flexible Signal Logic: Signals are generated when price breaks above or below the selected MA. You can define the number of confirmation candles and choose between wick-based or close-based break logic. • ATR-Based Filtering: Enable ATR filtering to create dynamic upper and lower breakout bands around the MA. This helps reduce noise and validate true breakouts with volatility-adjusted thresholds. • Breakout Threshold Filtering: Add an optional breakout condition where the price must first move a minimum percentage away from the previous signal level before a new opposite signal is allowed. Prevents choppy back-to-back signals. • Visual Enhancements: Color-coded backgrounds highlight long and short zones, adapting dynamically to signal context. Optional MA slope coloring further supports trend visualization. • Signal Alerts: Customizable alerts for long and short signals, including user-defined messages, to keep you notified in real-time. Why use this indicator? • Helps you identify clear trend shifts by focusing on price action relative to a customizable moving average. • Improves signal reliability with optional ATR filtering and breakout confirmation, reducing false signals. • Flexible MA types and lengths let you tailor the indicator to your trading style. • Suitable for traders of all levels looking for a straightforward, yet powerful trend-following tool. How to Use ███████ Alerts ███████ • Custom Alerts: To enable Custom Alerts, you need to activate the fx alert() function call option in TradingView’s alert creation dialog. Then, select the desired alert type (Long or Short) from the indicator's settings under the "Alerts" section, you can customize messages and enable notifications for Long and Short signals. Using Custom Alerts allows you to set up one alert that covers both Long and Short signals, simplifying your alert management. • Long and Short Alerts: To create Long or Short alerts, open the alert dialog, select this indicator as the condition, then choose “Long” or “Short” from the list and click Create. You need to set up two separate alerts: one for Long signals and one for Short signals. ███████ Moving Average ███████ This is the core component of the signal system. You can customize: Moving Average Type: Choose from SMA, EMA, WMA, Hull MA, VWMA, RMA, or TEMA Length: Adjust the length to suit your strategy. Source: Select which price data (e.g., Close, Open, HL2) is used to calculate the MA. Show Slope Color: Colors the MA line based on its direction: upward slopes are shown in the selected "Up" color, while downward slopes use the "Down" color. This helps you visually confirm trend direction at a glance. Show Background Color: When enabled, highlights the area between the MA and price to enhance signal zones: – If ATR filter is on, the space between ATR bands is shaded. – If ATR filter is off, the area between the MA line and bar closes is colored. This helps emphasize potential breakout or trend-following zones visually. ███████ Break Options ███████ Confirm Candles: Defines the number of consecutive candles that must break the selected level to confirm a signal. – If ATR filter is enabled, this level is the ATR bands. – If ATR is disabled, the Moving Average line is used. This helps filter out noise and avoid premature signals. Break Type: Specifies how the candle must break the level: – Close: The candle must close beyond the level. – Wick: A wick touching or exceeding the level is enough. Choose based on how strict you want the breakout condition to be. ███████ Filters ███████ This section provides optional filters to improve signal accuracy: ATR When enabled, breakout confirmation requires the price to cross above the upper breakout line or below the lower breakout line by a specified percentage from the last signal price. • Multiplier: Adjusts the width of ATR bands by multiplying the ATR value. • Length: Sets the period for ATR calculation. • Smoothing: Selects the smoothing method applied to the ATR (RMA, SMA, EMA, WMA). • Upper and Lower Line Colors: Customize the colors of the ATR bands. Breakout Filter When enabled, breakout confirmation requires the price to cross above the upper breakout line or below the lower breakout line by a specified percentage from the last signal price. • Threshold (%): Defines the minimum percentage price movement required to validate a breakout. • Show Breakout Levels: Toggle to display or hide breakout threshold area on the chart.
Penunjuk Pine Script®
oleh ARrowofTime
Universal Renko Bars by SiddWolfUniversal Renko Bars or UniRenko Bars is an overlay indicator that applies the logic of Renko charting directly onto a standard candlestick chart. It generates a sequence of price-driven bricks, where each new brick is formed only when the price moves a specific amount, regardless of time. This provides a clean, price-action-focused visualization of the market's trend. WHAT IS UNIVERSAL RENKO BARS? For years, traders have faced a stark choice: the clean, noise-free world of Renko charts, or the rich, time-based context of Candlesticks. Choosing Renko meant giving up your favorite moving averages, volume profiles, and the fundamental sense of time. Choosing Candlesticks meant enduring the market noise that often clouds true price action. But what if you didn't have to choose? Universal Renko Bars is a revolutionary indicator that ends this dilemma. It's not just another charting tool; it's a powerful synthesis that overlays the pure, price-driven logic of Renko bricks directly onto your standard candlestick chart. This hybrid approach gives you the best of both worlds: ❖ The Clarity of Renko: By filtering out the insignificant noise of time, Universal Renko reveals the underlying trend with unparalleled clarity. Up trends are clean successions of green bricks; down trends are clear red bricks. No more guesswork. ❖ The Context of Candlesticks: Because the Renko logic is an overlay, you retain your time axis, your volume data, and full compatibility with every other time-based indicator in your arsenal (RSI, MACD, Moving Averages, etc.). The true magic, however, lies in its live, Unconfirmed Renko brick. This semi-transparent box is your window into the current bar's real-time struggle. It grows, shrinks, and changes color with every tick, showing you exactly how close the price is to confirming the trend or forcing a reversal. It’s no longer a lagging indicator; it’s a live look at the current battle between buyers and sellers. Universal Renko Bars unifies these two powerful charting methods, transforming your chart into a more intelligent, noise-free, and predictive analytical canvas. HOW TO USE To get the most out of Universal Renko Bars, here are a few tips and a full breakdown of the settings. Initial Setup for the Best Experience For the cleanest possible view, it's highly recommended that you hide the body of your standard candlesticks, that shows only the skelton of the candle. This allows the Renko bricks to become the primary focus of your chart. → Double click on the candles and uncheck the body checkbox. Settings Breakdown The indicator is designed to be powerful yet intuitive. The settings are grouped to make customization easy. First, What is a "Tick"? Before we dive in, it's important to understand the concept of a "Tick." In Universal Renko, a Tick is not the same as a market tick. It's a fundamental unit of price movement that you define. For example, if you set the Tick Size to $0.50, then a price move of $1.00 is equal to 2 Ticks. This is the core building block for all Renko bricks. Tick size here is dynamically determined by the settings provided in the indicator. ❖ Calculation Method (The "Tick Size" Engine) This section determines the monetary value of a single "Tick." `Calculation Method` : Choose your preferred engine for defining the Tick Size. `ATR Based` (Default): The Tick Size becomes dynamic, based on market volatility (Average True Range). Bricks will get larger in volatile markets and smaller in quiet ones. Use the `ATR 14 Multiplier` to control the sensitivity. `Percentage` : The Tick Size is a simple percentage of the current asset price, controlled by the `Percent Size (%)` input. `Auto` : The "set it and forget it" mode. The script intelligently calculates a Tick Size based on the asset's price. Use the `Auto Sensitivity` slider to make these automatically calculated bricks thicker (value > 1.0) or thinner (value < 1.0). ❖ Parameters (The Core Renko Engine) This group controls how the bricks are constructed based on the Tick Size. `Tick Trend` : The number of "Ticks" the price must move in the same direction to print a new continuation brick. A smaller value means bricks form more easily. `Tick Reversal` : The number of "Ticks" the price must move in the opposite direction to print a new reversal brick. This is typically set higher than `Tick Trend` (e.g., double) to filter out minor pullbacks and market noise. `Open Offset` : Controls the visual overlap of the bricks. A value of `0` creates gapless bricks that start where the last one ended. A value of `2` (with a `Tick Reversal` of 4) creates the classic 50% overlap look. ❖ Visuals (Controlling What You See) This is where you tailor the chart to your visual preference. `Show Confirmed Renko` : Toggles the solid-colored, historical bricks. These are finalized and will never change. They represent the confirmed past trend. `Show Unconfirmed Renko` : This is the most powerful visual feature. It toggles the live, semi-transparent box that represents the developing brick. It shows you exactly where the price is right now in relation to the levels needed to form the next brick. `Show Max/Min Levels` : Toggles the horizontal "finish lines" on your chart. The green line is the price target for a bullish brick, and the red line is the target for a bearish brick. These are excellent for spotting breakouts. `Show Info Label` : Toggles the on-chart label that provides key real-time stats: 🧱 Bricks: The total count of confirmed bricks. ⏳ Live: How many chart bars the current live brick has been forming. These bars forms the Renko bricks that aren't confirmed yet. Live = 0 means the latest renko brick is confirmed. 🌲 Tick Size: The current calculated value of a single Tick. Hover over the label for a tooltip with live RSI(14), MFI(14), and CCI(20) data for additional confirmation. TRADING STRATEGIES & IDEAS Universal Renko Bars isn't just a visual tool; it's a foundation for building robust trading strategies. Trend Confirmation: The primary use is to instantly identify the trend. A series of green bricks indicates a strong uptrend; a series of red bricks indicates a strong downtrend. Use this to filter out trades that go against the primary momentum. Reversal Spotting: Pay close attention to the Unconfirmed Brick . When a strong trend is in place and the live brick starts to fight against it—changing color and growing larger—it can be an early warning that a reversal is imminent. Wait for the brick to be confirmed for a higher probability entry. Breakout Trading: The `Max/Min Levels` are your dynamic breakout zones. A long entry can be considered when the price breaks and closes above the green Max Level, confirming a new bullish brick. A short entry can be taken when price breaks below the red Min Level. Confluence & Indicator Synergy: This is where Universal Renko truly shines. Overlay a moving average (e.g., 20 EMA). Only take long trades when the green bricks are forming above the EMA. Combine it with RSI or MACD; a bearish reversal brick forming while the RSI shows bearish divergence is a very powerful signal. A FINAL WORD Universal Renko Bars was designed to solve a fundamental problem in technical analysis. It brings together the best elements of two powerful methodologies to give you a clearer, more actionable view of the market. By filtering noise while retaining context, it empowers you to make decisions with greater confidence. Add Universal Renko Bars to your chart today and elevate your analysis. We welcome your feedback and suggestions for future updates! Follow me to get notified when I publish New Indicator. ~ SiddWolf
Penunjuk Pine Script®
oleh SiddWolf
7
High Accuracy Scalping StrategyHigh Accuracy Scalping Strategy Overview This strategy is designed for scalping on lower timeframes (e.g., 1-5 minutes) in volatile markets like forex, crypto, or indices. It generates buy and sell signals based on a combination of momentum, volatility, and overbought/oversold conditions to identify high-probability entry points for quick trades. The strategy incorporates adaptive risk management using ATR-based stop-loss (SL) and take-profit (TP) levels, ensuring exits are dynamically adjusted to market volatility rather than fixed pips or percentages. An optional EMA filter can be enabled to add trend alignment, reducing whipsaws in ranging markets.Why Multi-Indicator Approach?Combining multiple indicators is essential here to create a robust signal generation system that filters out noise and improves accuracy in fast-moving scalping environments. Each indicator serves a complementary role: RSI (Relative Strength Index) : Measures momentum and identifies oversold (for buys) or overbought (for sells) conditions, helping spot potential reversals. Stochastic Oscillator : Provides additional momentum confirmation through %K and %D crossovers, focusing on short-term price extremes while being smoothed to avoid erratic signals. Bollinger Bands : Adds a volatility layer by comparing price to dynamic bands (based on standard deviation), signaling entries when price touches the lower band (potential buy) or upper band (potential sell). ATR (Average True Range): Used exclusively for exits, it calculates SL and TP based on recent volatility, ensuring risk-reward ratios (customizable via inputs) adapt to the asset's behavior rather than static values. Optional EMA (Exponential Moving Average): Acts as a trend filter to ensure entries align with the short-term direction (e.g., buys only above EMA), preventing counter-trend trades. These components work synergistically : RSI and Stochastic provide dual momentum confirmation to validate overbought/oversold states, while Bollinger Bands add volatility context to avoid entries in low-volatility squeezes. The EMA filter (disabled by default for broader signal generation) overlays a trend bias, and ATR ensures exits are practical and volatility-aware. This mashup reduces false positives common in single-indicator strategies (e.g., RSI alone might signal in a strong trend), leading to higher win rates in backtesting on scalping setups. The combination draws from classic technical analysis but is tuned for scalping with shorter default lengths and crossover logic, making it original in its integrated, adaptive design rather than a simple overlay of unrelated tools. How It Works Buy Signal : Triggered when RSI is oversold (<30 by default) OR price is at/ below the lower Bollinger Band, AND Stochastic %K crosses over %D while below the oversold level (20). If EMA filter is enabled, price must also be above the EMA. Sell Signa l: Triggered when RSI is overbought (>70) OR price is at/above the upper Bollinger Band, AND Stochastic %K crosses under %D while above the overbought level (80). If EMA filter is enabled, price must be below the EMA. Entries : Long on buy, short on sell, using a percentage of equity (default 100%) for position sizing. Exits : For longs, SL at entry price minus (ATR * SL RR, default 1.0), TP at entry plus (ATR * TP RR, default 2.0). Opposite for shorts. This creates a favorable risk-reward asymmetry. Visuals : Green triangle below bar for buys, red above for sells. Blue EMA line plotted for reference. The strategy is backtest-ready with initial capital of $1000 and USD currency, but results vary by asset and timeframe—always forward-test.How to UseAdd to chart and customize inputs: Adjust RSI/Stochastic/BB lengths for your timeframe (shorter for scalping), tweak overbought/oversold levels, or enable EMA filter for trending markets. Best on liquid assets with volatility (e.g., BTC/USD, EUR/USD). Use on 1-15min charts for scalping. Monitor signals visually or via alerts. Combine with manual discretion for news events. Risk management: Start with small position sizes; the ATR-based exits help preserve capital. This script is original in its tuned parameter defaults, optional filter integration, and focus on scalping synergy, differentiating it from generic multi-indicator scripts by emphasizing adaptive volatility handling and reduced false signals through cross-confirmation.
Strategi Pine Script®
oleh Trading_Indicator_Pro
Round Number Levels ProRound Number Levels Pro is a powerful support and resistance indicator that automatically plots psychological price levels on your chart. What it does: - Displays major round number levels (100, 200, 300, etc.) with prominent lines - Shows mid-level lines (50, 150, 250, etc.) for additional reference points - All lines extend across the entire chart for maximum visibility - Automatically adjusts levels based on current price action Key Features: - Customizable Font Sizes - Large text for main levels, normal for mid-levels - Clean Black Styling - Professional appearance that works on any chart background - Flexible Line Styles - Choose solid, dashed, or dotted lines for main and mid levels - Adjustable Parameters - Control number of levels, rounding increments, and label positioning - Full Chart Extension - Lines extend both directions for complete price reference Perfect for: - Day traders looking for key psychological support/resistance levels - Swing traders identifying major price zones - Any trader who uses round numbers as decision points How to use: Simply add to your chart and the indicator will automatically plot relevant round number levels. Customize the settings to match your trading style and timeframe. These psychological levels are where many traders make decisions, often creating natural support and resistance zones in the market.
Penunjuk Pine Script®
oleh Turzaluk
Quad RSI MTFQuad RSI MTF it's unique, visually rich, and highly useful for traders who want to understand momentum across different time horizons. Quad RSI MTF is a custom indicator that plots the Relative Strength Index (RSI) from four different timeframes on one chart pane. It’s designed to help traders spot: Multi-timeframe momentum alignment Divergences between short-term and long-term RSI Early warnings of trend reversals or exhaustion Overbought/Oversold extremes across timeframes Four RSI Inputs: Fully customizable lengths and timeframes (e.g., 1H, Daily, Weekly, Monthly). Uses request.security() to fetch RSI values from higher/lower timeframes. Color-coded RSI plots: Easy to visually differentiate between RSI 1–4. Helps spot alignment or disagreement between timeframes. Multi-Level Overbought/Oversold Bands: Level 1: Traditional RSI zones (70/30) Level 2: Extreme zones (98/2) to catch euphoria or panic No repainting: All values are based on historical RSI closes, ensuring reliability.
Penunjuk Pine Script®
oleh rarepare02
Fair Value Gap MTF [by Oberlunar]Fair Value Gap MTF is a multi-timeframe indicator designed to detect and display Fair Value Gaps (FVGs) across up to five customizable timeframes. Fair Value Gaps are price inefficiencies—zones where the market moved too quickly, leaving unfilled areas between candles. These gaps are often used by traders as reference points for future price retracements, as they tend to be revisited or “mitigated” over time. This indicator extends the traditional FVG concept by introducing dynamic multi-timeframe tracking. Each timeframe has its own visual layer, with distinct user-defined colors for bullish and bearish gaps. The script not only highlights newly formed FVGs but also updates them visually when they are touched by price. Mitigated FVGs are recolored in real time, and an optional setting allows the size of these zones to shrink progressively, reflecting only the remaining untested portion. Labels at the center of each box display the originating timeframe, offering clear visual context. All calculations are properly aligned with the display chart, ensuring that each FVG is correctly projected into the current view, regardless of its timeframe of origin. Fair Value Gaps often act as support or resistance levels. Bullish FVGs can serve as areas where price may find support, while bearish FVGs can signal potential resistance. When these zones are mitigated repeatedly, it typically reflects areas of institutional interest, liquidity pools, or zones of accumulation and distribution. Such behavior makes them particularly significant in breakout and reversal strategies. — Oberlunar 👁️★
Penunjuk Pine Script®
oleh oberlunar_tr
Correlation Coefficient with MA & BB中文版介紹 相關係數、移動平均線與布林帶指標 (Correlation Coefficient with MA & BB) 這個 Pine Script 指標是一款強大的工具，旨在幫助交易者和投資者深入分析兩個市場標的之間的關係強度與方向，並結合移動平均線 (MA) 和布林帶 (BB) 來進一步洞察這種關係的趨勢和波動性。 無論您是想尋找配對交易機會、管理投資組合風險，還是僅僅想更好地理解市場動態，這個指標都能提供有價值的見解。 指標特色與功能： 動態相關係數計算： 您可以選擇任何您想比較的股票、商品或加密貨幣代號（例如，預設為 GOOG）。 指標會自動計算當前圖表（主數據源，預設為收盤價）與您指定標的之間的相關係數。 相關係數值介於 -1 (完美負相關) 至 1 (完美正相關) 之間，0 表示無線性關係。 視覺化呈現相關係數線，並標示 1、0、-1 參考水平線，同時填充完美相關區間，讓您一目了然。 特別之處：程式碼中包含了 ticker.modify，確保比較標的數據考慮了股息調整或延長交易時段，使相關性分析更加精準。 相關係數的移動平均線 (MA)： 為了平滑相關係數的短期波動，指標提供了多種移動平均線類型供您選擇，包括：SMA、EMA、WMA、SMMA。 您可以設定計算 MA 的週期長度（預設 20 週期）。 這條 MA 線有助於識別相關係數的長期趨勢，判斷兩者關係是趨於增強還是減弱。 相關係數的布林帶 (BB)： 將布林帶應用於相關係數，以衡量其波動性和相對高低水平。 中軌與您選擇的移動平均線保持一致。 上軌和下軌則根據相關係數的標準差和您設定的 Z 值（預設 2.0 倍標準差）動態調整。 布林帶可以幫助您識別相關係數何時處於極端水平，可能預示著未來會回歸均值。 如何運用這個指標？ 配對交易策略：當兩個通常高度相關的資產，其相關係數短期內顯著偏離平均水平（例如，一個資產價格上漲而另一個原地踏步），您可能可以考慮利用此「失衡」進行配對交易。 投資組合多元化：了解不同資產之間的相關性，有助於構建更穩健的投資組合，避免過度集中於同向變動的資產，有效分散風險。 市場趨勢洞察：透過觀察相關係數的趨勢和波動，您可以更好地理解不同市場板塊或資產類別之間的聯動性，為您的宏觀經濟分析提供數據支持。 請注意，相關性不等於因果性。使用此指標時，請結合您的整體交易策略、宏觀經濟分析以及其他技術指標進行綜合判斷。 English Version Introduction Correlation Coefficient with Moving Average & Bollinger Bands Indicator (Correlation Coefficient with MA & BB) This Pine Script indicator is a powerful tool designed to help traders and investors deeply analyze the strength and direction of the relationship between two market instruments. It integrates Moving Averages (MA) and Bollinger Bands (BB) to further insight into the trend and volatility of this relationship. Whether you're looking for pair trading opportunities, managing portfolio risk, or simply aiming to better understand market dynamics, this indicator can provide valuable insights. Indicator Features & Functionality: Dynamic Correlation Coefficient Calculation: You can select any symbol you wish to compare (e.g., default is GOOG), be it stocks, commodities, or cryptocurrencies. The indicator automatically calculates the correlation coefficient between the current chart (main data source, default is close price) and your specified symbol. Correlation values range from -1 (perfect negative correlation) to 1 (perfect positive correlation), with 0 indicating no linear relationship. It visually plots the correlation line, marks 1, 0, -1 reference levels, and fills the perfect correlation zone for clear visualization. Special Feature: The code includes ticker.modify, ensuring that the comparative symbol's data accounts for dividend adjustments or extended trading hours, leading to more precise correlation analysis. Moving Average (MA) for Correlation: To smooth out short-term fluctuations in the correlation coefficient, the indicator offers multiple MA types for you to choose from: SMA, EMA, WMA, SMMA. You can set the length of the MA period (default 20 periods). This MA line helps identify the long-term trend of the correlation coefficient, indicating whether the relationship between the two instruments is strengthening or weakening. Bollinger Bands (BB) for Correlation: Bollinger Bands are applied to the correlation coefficient itself to gauge its volatility and relative high/low levels. The middle band aligns with your chosen Moving Average. The upper and lower bands dynamically adjust based on the correlation coefficient's standard deviation and your set Z-score (default 2.0 standard deviations). Bollinger Bands can help you identify when the correlation coefficient is at extreme levels, potentially signaling a future reversion to the mean. How to Utilize This Indicator: Pair Trading Strategies: When two typically highly correlated assets show a significant short-term deviation from their average correlation (e.g., one asset's price rises while the other stagnates), you might consider exploiting this "imbalance" for pair trading. Portfolio Diversification: Understanding the correlation between different assets helps build a more robust investment portfolio, preventing over-concentration in co-moving assets and effectively diversifying risk. Market Trend Insight: By observing the trend and volatility of the correlation coefficient, you can better understand the联动 (interconnectedness) between different market sectors or asset classes, providing data support for your macroeconomic analysis. Please note that correlation does not imply causation. When using this indicator, combine it with your overall trading strategy, macroeconomic analysis, and other technical indicators for comprehensive decision-making.
Penunjuk Pine Script®
oleh ZhaoXianC
Kase Convergence Divergence [BackQuant]Kase Convergence Divergence The Kase Convergence Divergence is a sophisticated oscillator designed to measure directional market strength through the lens of volatility-adjusted log return structures. Inspired by Cynthia Kase’s work on statistical momentum and price projection ranges, this unique indicator offers a hybrid framework that merges signal processing, multi-length sweep logic, and adaptive smoothing techniques. Unlike traditional momentum oscillators like MACD or RSI, which rely on static moving average differences, KCD introduces a dual-process system combining: Kase-style statistical range projection (via log returns and volatility), A sweeping loop of lookback lengths for robustness, First and second derivative modes to capture both velocity and acceleration of price movement. Core Logic & Computation The KCD calculation is centered on two volatility-normalized transforms: KSDI Up: Measures how far the current high has moved relative to a past low, normalized by return volatility. KSDI Down: Measures how far the current low has moved relative to a past high, also normalized. For every length in a user-defined sweep range (e.g., 25–35), both KSDI_up and KSDI_dn are computed, and their maximum values across the loop are retained. The difference between these two max values produces the raw signal: KPO (Kase Projection Oscillator): Measures directional skew. KCD (Kase Convergence Divergence): Defined as KPO – MA(KPO) — similar in spirit to MACD but structurally different. Users can choose to visualize either the first derivative (KPO) , or the second derivative (KCD) , depending on market conditions or strategy style. Key Features ✅ Multi-Length Sweep Logic: Improves signal reliability by aggregating statistical range projections across a set of lookbacks. ✅ Advanced Smoothing Modes: Supports DEMA, HMA, TEMA, LINREG, WMA and more for dynamic adaptation. ✅ Dual Derivative Modes: Choose between speed (first derivative) or smoothness (second derivative) to fit your trading regime. ✅ Color-Encoded Signal Bands: Heatmap-style oscillator coloring enhances visual feedback on trend strength. ✅ Candlestick Painting: Optional bar coloring makes it easy to spot trend shifts on the main chart. ✅ Adaptive Fill Zones: Green and red fills between the oscillator and zero line help distinguish bullish and bearish regimes at a glance. Practical Applications 📈 Trend Confirmation: Use KCD as a secondary confirmation layer after breakout or pullback entries. 📉 Momentum Shifts: Crossover and crossunder of the zero line highlight potential regime changes. 📊 Strategy Filters: Incorporate into algos to avoid trendless or mean-reverting environments. 🧪 Derivative Switching: Flip between KPO and KCD modes depending on whether you want to measure acceleration or deceleration of price flow. Alerts & Signals Two built-in alerts help you catch regime shifts in real time: Long Signal: Triggered when the selected oscillator crosses above zero. Short Signal: Triggered when it crosses below zero. These events can be used to generate entries, exits, or trend validation cues in multi-layer systems. Conclusion The Kase Convergence Divergence goes beyond traditional oscillators by offering a volatility-normalized, derivative-aware signal engine with enhanced visual dynamics. Its sweeping architecture and dynamic fill logic make it especially powerful for identifying trending environments, filtering chop, and adding statistical rigor to your trading toolkit. Whether you’re a discretionary trader seeking precision, or a quant looking to model more robust return structures, KCD offers a creative yet analytically grounded solution.
Penunjuk Pine Script®
oleh BackQuant
Useful Open Price Lines - Multi-Timeframe SupportDisplay important opening price levels on your chart with this comprehensive indicator. KEY FEATURES: ✓ Track up to 6 different opening prices simultaneously ✓ Support for intraday time-based opens (any hour:minute) ✓ Higher timeframe opens: Daily, Weekly, Monthly, Quarterly, Semi-Annual, Yearly ✓ Automatic line extension with customizable cutoff ✓ Clean chart option - hide previous day's lines ✓ Full timezone support for global markets ✓ Customizable colors, labels, and line styles USE CASES: - Day traders: Track key session opens (Asian, London, NY) - Swing traders: Monitor weekly and monthly opens - Position traders: Track quarterly and yearly opens - Multi-timeframe analysis: See all key levels at once CUSTOMIZATION: - Choose any time for intraday opens (00:00 - 23:00) - Select from multiple timeframes (D, W, M, 3M, 6M, 12M) - Customize labels, colors, and line styles - Adjust label offset and size - Set line extension cutoff time The indicator is optimized for performance and works smoothly on all timeframes.
Penunjuk Pine Script®
oleh itisfilipe