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Penunjuk dan strategi

Sector Hourly Trend + Dynamic % Here’s a concise but clear description you can give to other users: --- **📊 Sector Hourly Trend + Dynamic % Change Table (Pine Script v6)** This TradingView indicator displays a fixed on-screen table showing the **real-time performance** of the 11 major SPDR sector ETFs. **Features:** * **Hourly Trend Column:** Uses 60-minute candle data to detect the sector’s current direction vs. the previous hour: * **^** (green) → sector is up over the past hour. * **v** (red) → sector is down over the past hour. * **–** (gray) → no change. * **Dynamic % Change Column:** Calculates the percentage move over a user-defined window (in minutes) using 1-minute data. * Background colors: bright green for positive, bright red for negative, gray for no change. * Text color: black for maximum contrast. * **Sector Column:** Lists each SPDR sector by name, color-coded for easy identification. * **Customizable Position:** Choose screen corner and fine-tune with X/Y offsets to avoid overlapping the TradingView Pro badge or UI buttons. * **Always On-Screen:** The table is fixed to the chart’s viewport, so it stays visible regardless of zoom or scroll. **Use Cases:** * Quick visual snapshot of which sectors are leading or lagging intraday. * Monitor short-term sector rotation without switching tickers. * Combine with your trading strategy to align trades with sector momentum.
Penunjuk Pine Script®
oleh howie42gale
Engulfing Pattern[SpeculationLab]Overview This script detects two types of engulfing / outer bar patterns and marks them directly on the chart: Body Engulfing – The current candle’s body range (open–close) completely covers the entire range (high–low) of the previous candle. Range Engulfing – The current candle’s full range (high–low, including wicks) completely covers the entire range (high–low) of the previous candle. Direction logic: Bull – The previous candle is bearish and the selected engulfing rule is met. Bear – The previous candle is bullish and the selected engulfing rule is met. Optional: Require the current candle to have the opposite color of the previous one. This is an open-source pattern recognition tool for learning, backtesting, and chart review. It is not financial advice. Key Features Two detection modes: body – Body engulfs previous entire range range – Wicks engulf previous entire range Direction detection based on the previous candle’s color, with optional opposite-color confirmation Chart markers: “BULL” /“BEAR” above bars Alert-ready: built-in conditions for bullish and bearish engulfing patterns Parameters Engulfing Type: body / range body: Current body must fully cover the previous candle’s high–low range range: Current full range (high–low) must fully cover the previous candle’s high–low range Require Opposite Previous Candle (default: off): When enabled, the engulfing pattern must also have the opposite color from the previous candle to trigger Usage Tips Engulfing patterns are price action structures; combine with trend, key levels, and volume for context Signals confirm on bar close (barstate.isconfirmed) to reduce repainting Can be used with personal risk management rules (stop-loss, take-profit, filters) Disclaimer For educational and research purposes only – not financial advice Past performance of patterns does not guarantee future results Trading involves risk; always manage it responsibly This script is open-source – feel free to learn from or modify it, but credit the original source and author (SpeculationLab) 脚本简介 本脚本用于识别两类包裹/外包形态，并在图表上以标记提示： Body（实体包裹）：当前K线的实体区间（开—收）完全覆盖上一根K线的整个区间（上一根的高—低）。 Range（影线外包）：当前K线的影线区间（高—低）完全覆盖上一根K线的整个区间（上一根的高—低）。 方向判定： Bull（多）：上一根为阴线且满足所选包裹规则； Bear（空）：上一根为阳线且满足所选包裹规则； 可选项：要求“当前K线颜色与上一根相反”后再确认（见参数）。 本脚本为开源形态识别工具，适合技术分析学习、回测与复盘，不构成任何投资建议。 主要功能 两种识别模式：body（实体包裹上一根整段） / range（影线包裹上一根整段）。 方向识别：按上一根K线颜色判断多空；可选“当前颜色与上一根相反”的二次确认。 图表提示：plotshape 在K线上方标注 “BULL / BEAR”。 提醒支持：内置 Bullish Engulf / Bearish Engulf 提醒条件。 参数说明 Engulfing Type：body / range body：当前实体须完全覆盖上一根的高—低整段； range：当前高—低须完全覆盖上一根的高—低整段。 Require Opposite Previous Candle（默认关闭）： 开启后，除满足包裹规则外，还需当前K线颜色与上一根相反才触发标记。 使用建议 包裹/外包是价格行为结构，建议结合趋势、关键价位、成交量等因素综合判断。 信号在收盘时确认（barstate.isconfirmed），以减少重绘干扰。 可与个人风格的风险控制规则（止损、止盈、过滤条件）配合使用。 合规与免责声明 本脚本仅用于技术研究与学习，不构成任何形式的投资建议或收益承诺。 历史形态并不代表未来结果，交易有风险，请自行评估并承担责任。 本脚本开源，欢迎学习与二次开发；转载或改用请注明来源与作者（SpeculationLab / 投机实验室）。
Penunjuk Pine Script®
oleh SpeculationLab
1
Straddle Charts - Live (Enhanced)Track options straddles with ease using the Straddle Charts - Live (Enhanced) indicator! Originally inspired by @mudraminer, this Pine Script v5 tool visualizes live call, put, and straddle prices for instruments like BANKNIFTY. Plotting call (green), put (red), and straddle (black) prices in a separate pane, it offers real-time insights for straddle strategy traders. Key Features: Live Data: Fetches 1-minute (customizable) option prices with error handling for invalid symbols. Price Table: Displays call, put, straddle prices, and percentage change in a top-left table. Volatility Alerts: Highlights bars with straddle price changes above a user-defined threshold (default 5%) with a yellow background and concise % labels. Robust Design: Prevents plot errors with na checks and provides clear error messages. How to Use: Input your call/put option symbols (e.g., NSE:NIFTY250814C24700), set the timeframe, and adjust the volatility threshold. Monitor straddle costs and volatility for informed trading decisions. Perfect for options traders seeking a simple, reliable tool to track straddle performance. Check it out and share your feedback!
Penunjuk Pine Script®
oleh mudraminer
FlowScape PredictorFlowScape Predictor is a non-repainting, regime-aware entry qualifier that turns complex market context into two readiness scores (Long & Short, each 0/25/50/75/100) and clean, confirmed-bar signals. It blends three orthogonal pillars so you act only when trend energy, momentum, and location agree: Regime (energy): ATR-normalized linear-regression slope of a smooth HMA → EMA baseline, gated by ADX to confirm when pressure is meaningful. Momentum (push): RSI slope alignment so price has directional follow-through, not just drift. Structure (location): proximity to pivot-confirmed swings, scaled by ATR, so “ready” appears near constructive pullbacks—not mid-trend chases. A soft ATR cloud wraps the baseline for context. A yellow Predictive Baseline extends beyond the last bar to visualize near-term trajectory. It is visual-only: scores/alerts never use it. What you see Baseline line that turns green/red when regime is strong in that direction; gray when weak. ATR cloud around the baseline (context for stretch and pullbacks). Scores (Long & Short, 0–100 in steps of 25) and optional “L/S” icons on bar close. Yellow Predictive Baseline that extends to the right for a few bars (visual trajectory of the smoothed baseline). The scoring system (simple and transparent) Each side (Long/Short) sums four binary checks, 25 points each: Regime aligned: trendStrong is true and LR slope sign favors that side. Momentum aligned: RSI side (>50 for Long, <50 for Short) and RSI slope confirms direction. Baseline side: price is above (Long) / below (Short) the baseline. Location constructive: distance from the last confirmed pivot is healthy (ATR-scaled; not overstretched). Valid totals are 0, 25, 50, 75, 100. Best-quality signal: 100/0 (your side/opposite) on bar close. Good, still valid: 75/0, especially when the missing block is only “location” right as price re-engages the cloud/baseline. Avoid: 75/25 or any opposition > 0 in a weak (gray) regime. The Predictive (Kalman) line — what it is and isn’t The yellow line is a visual forward extension of the smoothed baseline to help you see the current trajectory and time pullback resumptions. It does not predict price and is excluded from scores and alerts. How it’s built (plain English): We maintain a one-dimensional Kalman state x as a smoothed estimate of the baseline. Each bar we observe the current baseline z. The filter adjusts its trust using the Kalman gain K = P / (P + R) and updates: x := x + K*(z − x), then P := (1 − K)*P + Q. Q (process noise): Higher Q → expects faster change → tracks turns quicker (less smoothing). R (measurement noise): Higher R → trusts raw baseline less → smoother, steadier projection. What you control: Lead (how many bars forward to draw). Kalman Q/R (visual smoothness vs. responsiveness). Toggle the line on/off if you prefer a minimal chart. Important: The predictive line extends the baseline, not price. It’s a visual timing aid—don’t automate off it. How to use (step-by-step) Keep the chart clean and use a standard OHLC/candlestick chart. Read the regime: Prefer trades with green/red baseline (trendStrong = true). Check scores on bar close: Take Long 100 / Short 0 or Long 75 / Short 0 when the chart shows a tidy pullback re-engaging the cloud/baseline. Mirror the logic for shorts. Confirm location: If price is > ~1.5 ATR from its reference pivot, let it come back—avoid chasing. Set alerts: Add an alert on Long Ready or Short Ready; these fire on closed bars only. Risk management: Use ATR-buffered stops beyond the recent pivot; target fixed-R multiples (e.g., 1.5–3.0R). Manage the trade with the baseline/cloud if you trail. Best-practice playbook (quick rules) Green light: 100/0 (best) or 75/0 (good) on bar close in a colored (non-gray) regime. Location first: Prefer entries near the baseline/cloud right after a pullback, not far above/below it. Avoid mixed signals: Skip 75/25 and anything with opposition while the baseline is gray. Use the yellow line with discretion: It helps you see rhythm; it’s not a signal source. Timeframes & tuning (practical defaults) Intraday indices/FX (5m–15m): Demand 100/0 in chop; allow 75/0 when ADX is awake and pullback is clean. Crypto intraday (15m–1h): Prefer 100/0; 75/0 on the first pullback after a regime turn. Swing (1h–4h/D1): 75/0 is often sufficient; 100/0 is excellent (fewer but cleaner signals). If choppy: raise ADX threshold, raise the readiness bar (insist on 100/0), or lengthen the RSI slope window. What makes FlowScape different Energy-first regime filter: ATR-normalized LR slope + ADX gate yields a consistent read of trend quality across symbols and timeframes. Location-aware entries: ATR-scaled pivot proximity discourages mid-air chases, encouraging pullback timing. Separation of concerns: The predictive line is visual-only, while scores/alerts are confirmed on close for non-repainting behavior. One simple score per side: A single 0–100 readiness figure is easier to tune than juggling multiple indicators. Transparency & limitations Scores are coarse by design (25-point blocks). They’re a gatekeeper, not a promise of outcomes. Pivots confirm after right-side bars, so structure signals appear after swings form (non-repainting by design). Avoid using non-standard chart types (Heikin Ashi, Renko, Range, etc.) for signals; use a clean, standard chart. No lookahead, no higher-timeframe requests; alerts fire on closed bars only.
Penunjuk Pine Script®
oleh Finntech1
Post 9/21 EMA Cross — Paint X Bars* Watches for **9 EMA crossing the 21 EMA** (a classic momentum/trend trigger). * When a cross happens, it **paints exactly X bars** after the cross in a color you choose: * **Bullish cross (9 > 21):** paints your bullish color for X bars. * **Bearish cross (9 < 21):** paints your bearish color for X bars. * You decide whether the **cross bar itself counts** as the first painted bar. * Optionally plots the 9 & 21 EMAs so you can see the cross visually. # Why that’s useful * **Focus:** It reduces noise by spotlighting the **immediate post‑cross window** when momentum often continues. * **Discipline:** “Exactly X bars” forces consistency, avoiding “just one more bar” bias. * **Speed:** Color‑coded candles make it easy to scan charts fast (great for intraday work). # How signals are defined * **Bullish condition:** `ta.crossover(EMA9, EMA21)` — the fast EMA crosses **up** through the slow EMA. * **Bearish condition:** `ta.crossunder(EMA9, EMA21)` — the fast EMA crosses **down** through the slow EMA. # Key inputs (and what they control) * **Fast EMA Length (default 9)** and **Slow EMA Length (default 21)** Change these if your system uses different lookbacks (e.g., 8/21 or 10/20). ***CURRENTLY THE EMA REMAINS STATIC ON THE CHART. PLOT EMA FROM EXTERNAL INDICATOR FOR NOW * **Bars to Paint After a Cross (default 5)** How many bars get highlighted post‑cross. * **Include the Cross Bar Itself? (default off)** Turn on if you want painting to start **on** the cross candle; off to start **after** it. * **Bullish/Bearish Paint Colors** Set your preferred colors (e.g., green/red). * **Plot EMAs on Chart?** If off, the logic still works; it just hides the EMA lines. # What you’ll see on the chart * Candles **recolored** for exactly X bars after each cross, matching the direction. * (Optional) 9 & 21 EMA lines so you can confirm the cross visually. * When the X‑bar window ends, candles return to normal until the **next** cross. # Practical trading uses * **Entry timing:** Consider entries only during the painted window to align with fresh momentum. * **Scaling logic:** Scale in/out within the painted window; stop adding when painting ends. * **Context filter:** Use the paint as a **“go / no‑go” overlay** on top of your pattern or level setups (breakouts, pullbacks to EMA, ORB, etc.).
Penunjuk Pine Script®
oleh howie42gale
Approx STH Unrealized Profit [Relative %]This indicator estimates the unrealized profit or loss of short-term holders (STH) without requiring on-chain data. Instead of using actual STH Realized Price (average purchase price), it employs a 155-day Simple Moving Average (SMA) to approximate the behavior of "recent buyers." How It Works The indicator calculates the percentage deviation between the current price and the 155-day SMA using the formula: (Current Price - 155 SMA) / 155 SMA * 100%. Positive values indicate profit, while negative values show loss. Key threshold levels are set at +50% (overbought) and -30% (oversold). Trading Applications Profit > 50% - STH are experiencing significant profits, suggesting potential correction. Consider taking partial profits. 0% < Profit < 50% - Moderate profits indicate the trend may continue. Maintain positions. Profit ≈ 0% - Price is near STH's average entry point, showing market indecision. -30% < Profit < 0% - STH are at a loss, potentially signaling accumulation opportunities. Profit < -30% - Extreme oversold conditions may present buying opportunities. Limitations SMA only approximates STH behavior. May produce false signals during sideways markets. SMA lag can be noticeable in strong trending markets. Recommendation For improved accuracy, combine this indicator with trend-following tools (200 EMA, Volume analysis) and other technical indicators. It serves best as a supplementary tool for identifying overbought/oversold market conditions within your trading strategy.
Penunjuk Pine Script®
oleh ALMCorporation
Scanner ADX & VolumenThis indicator is a market scanner specifically designed for scalping traders. Its function is to simultaneously monitor 30 cryptocurrency pairs from the BingX exchange to identify entry opportunities based on the start of a new, strengthening trend. Strategy and Logic: The scanner is based on the combination of two key conditions on a 15-minute timeframe: Trend Strength (ADX): The primary signal is generated when the ADX (Average Directional Index) crosses above the 20 level. An ADX moving above this threshold suggests that the market is breaking out of a consolidation phase and that a new trend (either bullish or bearish) is beginning to gain strength. Volume Confirmation: To validate the ADX signal, the indicator checks if the current candle's volume is higher than its simple moving average (defaulting to 20 periods). An increase in volume confirms market interest and participation, adding greater reliability to the emerging move. How to Use It: The indicator displays a table in the top-right corner of your chart with the following information: Par: The name of the cryptocurrency pair. ADX: The current ADX value. It turns green when it exceeds the 20 level. Volume: Shows "OK" if the current volume is higher than its average. Signal: This is the most important column. When both conditions (ADX crossover and high volume) are met, it will display the message "¡ENTRADA!" ("ENTRY!") with a highlighted background, alerting you to a potential trading opportunity. In summary, this scanner saves you the effort of manually analyzing 30 charts, allowing you to focus solely on the assets that present the best conditions for a scalping trade.
Penunjuk Pine Script®
oleh Nahum81
3 Ngon nen lung linhThe "3 Sparkling Candles" indicator is an idea by Thắng Đoàn SMT. The principle for identifying a trend reversal from bullish to bearish is when the last three rising red candles are "killed" by two falling candles (according to the author, an ideal setup is when the three rising candles have progressively higher highs and are killed by two falling candles with progressively lower lows), and vice versa. The default parameters are set according to the original idea and can be customized.
Penunjuk Pine Script®
oleh DLTa
Scanner ADX & Volumen This indicator is a market scanner specifically designed for scalping traders. Its function is to simultaneously monitor 30 cryptocurrency pairs from the BingX exchange to identify entry opportunities based on the start of a new, strengthening trend. Strategy and Logic: The scanner is based on the combination of two key conditions on a 15-minute timeframe: Trend Strength (ADX): The primary signal is generated when the ADX (Average Directional Index) crosses above the 20 level. An ADX moving above this threshold suggests that the market is breaking out of a consolidation phase and that a new trend (either bullish or bearish) is beginning to gain strength. Volume Confirmation: To validate the ADX signal, the indicator checks if the current candle's volume is higher than its simple moving average (defaulting to 20 periods). An increase in volume confirms market interest and participation, adding greater reliability to the emerging move. How to Use It: The indicator displays a table in the top-right corner of your chart with the following information: Par: The name of the cryptocurrency pair. ADX: The current ADX value. It turns green when it exceeds the 20 level. Volume: Shows "OK" if the current volume is higher than its average. Signal: This is the most important column. When both conditions (ADX crossover and high volume) are met, it will display the message "¡ENTRADA!" ("ENTRY!") with a highlighted background, alerting you to a potential trading opportunity. In summary, this scanner saves you the effort of manually analyzing 30 charts, allowing you to focus solely on the assets that present the best conditions for a scalping trade.
Penunjuk Pine Script®
oleh Nahum81
YM Confluence Panel - Dual SMA (fast/slow)This script displays a YM Confluence Panel for the mini Dow Jones (YM), using six correlated/inversely correlated assets (ES, NQ, RTY, ZN, GC, VIX) and two simple moving averages (fast: 9 / slow: 20). The logic determines bullish or bearish conditions for each asset based on SMA relationships and price, generating arrows and an aggregated BUY / SELL / WAIT signal. 🔹 How it works: • Correlated assets (ES, NQ, RTY): bullish when SMA(9) > SMA(20) and price above SMA(20). • Inverse assets (ZN, GC, VIX): bullish when SMA(9) < SMA(20) and price below SMA(20). • All bullish → BUY • All bearish → SELL • Otherwise → WAIT ✅ Customizable: • Adjust assets and timeframes. • Change SMA periods. • Set panel position. ⚠️ Disclaimer: For educational purposes only. Not financial advice.
Penunjuk Pine Script®
oleh alxgoulart
Stop-Loss Sentinel Cutloss Swing Marker with Adjustable Trend Lines This indicator identifies swing highs and lows using pivot points. Swing Highs are marked with a green downward triangle and a "Cutloss" label above the bar. Swing Lows are marked with a red upward triangle and a "Cutloss" label below the bar. From each Cutloss point, a horizontal trend line is drawn forward for a set number of bars. All colors (text, trend lines) and line length are fully adjustable in the settings. Intended Use: Helps traders visually mark potential stop-loss or reversal zones and track them over the next few bars. Works on any timeframe, but is designed for fast decision-making on lower timeframes like M1. Marks key swing highs/lows with ‘Cutloss’ labels and triangles, then extends customizable trend lines for the next bars. Ideal for spotting stop-loss or reversal zones on any timeframe.
Penunjuk Pine Script®
oleh azroyamir
EMA Distance %# EMA Distance % - Daily Timeframe Analysis ## Overview This indicator provides real-time analysis of price distance from key Exponential Moving Averages (EMA 10 and EMA 21) on the daily timeframe, regardless of your current chart timeframe. It displays both percentage and volatility-adjusted (ATR) distances in a clean, customizable table format. ## Key Features - **Daily Timeframe Focus**: Always references daily EMA 10 and EMA 21 values, providing consistent analysis across all chart timeframes - **Dual Distance Metrics**: Shows both percentage distance and ATR-normalized distance for comprehensive analysis - **Customizable Table Position**: Position the data table anywhere on your chart (9 different locations available) - **Color-Coded Results**: Green indicates price above EMA, red indicates price below EMA - **Volatility Adjustment**: ATR distance provides context relative to the asset's typical price movements ## What It Shows The indicator displays a table with the following information: - **EMA Value**: Current daily EMA 10 and EMA 21 values - **Distance %**: Percentage distance from each EMA (positive = above, negative = below) - **ATR Distance**: How many Average True Range units the price is from each EMA ## Use Cases - **Mean Reversion Trading**: Identify when price has moved significantly away from key EMAs - **Trend Strength Analysis**: Gauge the strength of current trends relative to moving averages - **Entry/Exit Timing**: Use ATR distances to identify potential reversal zones (typically 2-3+ ATR) - **Multi-Timeframe Analysis**: View daily EMA relationships while analyzing shorter timeframes - **Risk Management**: Understand volatility-adjusted distance for better position sizing ## Settings - **Table Position**: Choose from 9 different table positions on your chart - **ATR Period**: Customize the ATR calculation period (default: 14) ## Interpretation - **Small distances (< 1% or < 1 ATR)**: Price near EMA support/resistance - **Medium distances (1-3% or 1-2 ATR)**: Normal trending movement - **Large distances (> 3% or > 2-3 ATR)**: Potential overextension, watch for mean reversion Perfect for swing traders, position traders, and anyone using EMA-based strategies who wants quick access to daily timeframe EMA relationships without switching chart timeframes.
Penunjuk Pine Script®
oleh kingkong_888
1
Kootch EMA MapKootch EMA overlays the 200 EMA from M1, M5, M15, M30, H1, H4, and D1 on any chart so you always see where higher and lower-timeframe trend gravity actually is. It also builds an optional Fib channel between the most extreme MTF 200 EMAs (min/max), giving you clean intrachannel targets and confluence zones. What it does • Plots seven 200 EMAs (M1 → D1) simultaneously via MTF pulls • Color/weight hierarchy: thicker lines = higher timeframe (clear priority) • Right-edge TF tags (M1, M5, … D1) so you know exactly what you’re looking at • Optional Fib levels between min/max MTF 200 EMAs (0 → 1 band) for entries, adds, and take-profit scaling Why traders use it • Immediate read on trend alignment vs. chop across timeframes • Mean-reversion & continuation cues when price stretches from/returns to key EMAs • Level stacking: use M30/H1/H4/D1 as bias, trade entries around lower-TF reactions Inputs • EMA Length (default 200) • Label offset (push tags off the last bar) • Show Fib channel toggle + color control How I use it • Bias from D1/H4/H1; execution from M5/M15. • Fade or follow at Fib 0.382 / 0.618 inside the EMA envelope; scale out near Fib 1.0 into HTF EMAs. • Skip trades when EMAs are braided and distances are compressed. Notes • Works on any symbol/timeframe; all TF EMAs are requested explicitly. • This is a map, not a crystal ball: combine with your playbook (structure breaks, FVGs, liquidity, volume).
Penunjuk Pine Script®
oleh cjkootch
2
Information-Geometric Market DynamicsInformation-Geometric Market Dynamics The Information Field: A Geometric Approach to Market Dynamics By: DskyzInvestments Foreword: Beyond the Shadows on the Wall If you have traded for any length of time, you know " the feeling ." It is the frustration of a perfect setup that fails, the whipsaw that stops you out just before the real move, the nagging sense that the chart is telling you only half the story. For decades, technical analysis has relied on interpreting the shadows—the patterns left behind by price. We draw lines on these shadows, apply indicators to them, and hope they reveal the future. But what if we could stop looking at the shadows and, instead, analyze the object casting them? This script introduces a new paradigm for market analysis: Information-Geometric Market Dynamics (IGMD) . The core premise of IGMD is that the price chart is merely a one-dimensional projection of a much richer, higher-dimensional reality—an " information field " generated by the collective actions and beliefs of all market participants. This is not just another collection of indicators. It is a unified framework for measuring the geometry of the market's information field—its memory, its complexity, its uncertainty, its causal flows—and making high-probability decisions based on that deeper reality. By fusing advanced mathematical and informational concepts, IGMD provides a multi-faceted lens through which to view market behavior, moving beyond simple price action into the very structure of market information itself. Prepare to move beyond the flatland of the price chart. Welcome to the information field. The IGMD Framework: A Multi-Kernel Approach What is a Kernel? The Heart of Transformation In mathematics and data science, a kernel is a powerful and elegant concept. At its core, a kernel is a function that takes complex, often inscrutable data and transforms it into a more useful format. Think of it as a specialized lens or a mathematical "probe." You cannot directly measure abstract concepts like "market memory" or "trend quality" by looking at a price number. First, you must process the raw price data through a specific mathematical machine—a kernel—that is designed to output a measurement of that specific property. Kernels operate by performing a sort of "similarity test," projecting data into a higher-dimensional space where hidden patterns and relationships become visible and measurable. Why do creators use them? We use kernels to extract features —meaningful pieces of information—that are not explicitly present in the raw data. They are the essential tools for moving beyond surface-level analysis into the very DNA of market behavior. A simple moving average can tell you the average price; a suite of well-chosen kernels can tell you about the character of the price action itself. The Alchemist's Challenge: The Art of Fusion Using a single kernel is a challenge. Using five distinct, computationally demanding mathematical engines in unison is an immense undertaking. The true difficulty—and artistry—lies not just in using one kernel, but in fusing the outputs of many . Each kernel provides a different perspective, and they can often give conflicting signals. One kernel might detect a strong trend, while another signals rising chaos and uncertainty. The IGMD script's greatest strength is its ability to act as this alchemist, synthesizing these disparate viewpoints through a weighted fusion process to produce a single, coherent picture of the market's state. It required countless hours of testing and calibration to balance the influence of these five distinct analytical engines so they work in harmony rather than cacophony. The Five Kernels of Market Dynamics The IGMD script is built upon a foundation of five distinct kernels, each chosen to probe a unique and critical dimension of the market's information field. 1. The Wavelet Kernel (The "Microscope") What it is: The Wavelet Kernel is a signal processing function designed to decompose a signal into different frequency scales. Unlike a Fourier Transform that analyzes the entire signal at once, the wavelet slides across the data, providing information about both what frequencies are present and when they occurred. The Kernels I Use: Haar Kernel: The simplest wavelet, a square-wave shape defined by the coefficients . It excels at detecting sharp, sudden changes. Daubechies 2 (db2) Kernel: A more complex and smoother wavelet shape that provides a better balance for analyzing the nuanced ebb and flow of typical market trends. How it Works in the Script: This kernel is applied iteratively. It first separates the finest "noise" (detail d1) from the first level of trend (approximation a1). It then takes the trend a1 and repeats the process, extracting the next level of cycle (d2) and trend (a2), and so on. This hierarchical decomposition allows us to separate short-term noise from the long-term market "thesis." 2. The Hurst Exponent Kernel (The "Memory Gauge") What it is: The Hurst Exponent is derived from a statistical analysis kernel that measures the "long-term memory" or persistence of a time series. It is the definitive measure of whether a series is trending (H > 0.5), mean-reverting (H < 0.5), or random (H = 0.5). How it Works in the Script: The script employs a method based on Rescaled Range (R/S) analysis. It calculates the average range of price movements over increasingly larger time lags (m1, m2, m4, m8...). The slope of the line plotting log(range) vs. log(lag) is the Hurst Exponent. Applying this complex statistical analysis not to the raw price, but to the clean, wavelet-decomposed trend lines, is a key innovation of IGMD. 3. The Fractal Dimension Kernel (The "Complexity Compass") What it is: This kernel measures the geometric complexity or "jaggedness" of a price path, based on the principles of fractal geometry. A straight line has a dimension of 1; a chaotic, space-filling line approaches a dimension of 2. How it Works in the Script: We use a version based on Ehlers' Fractal Dimension Index (FDI). It calculates the rate of price change over a full lookback period (N3) and compares it to the sum of the rates of change over the two halves of that period (N1 + N2). The formula d = (log(N1 + N2) - log(N3)) / log(2) quantifies how much "longer" and more convoluted the price path was than a simple straight line. This kernel is our primary filter for tradeable (low complexity) vs. untradeable (high complexity) conditions. 4. The Shannon Entropy Kernel (The "Uncertainty Meter") What it is: This kernel comes from Information Theory and provides the purest mathematical measure of information, surprise, or uncertainty within a system. It is not a measure of volatility; a market moving predictably up by 10 points every bar has high volatility but zero entropy . How it Works in the Script: The script normalizes price returns by the ATR, categorizes them into a discrete number of "bins" over a lookback window, and forms a probability distribution. The Shannon Entropy H = -Σ(p_i * log(p_i)) is calculated from this distribution. A low H means returns are predictable. A high H means returns are chaotic. This kernel is our ultimate gauge of market conviction. 5. The Transfer Entropy Kernel (The "Causality Probe") What it is: This is by far the most advanced and computationally intensive kernel in the script. Transfer Entropy is a non-parametric measure of directed information flow between two time series. It moves beyond correlation to ask: "Does knowing the past of Volume genuinely reduce our uncertainty about the future of Price?" How it Works in the Script: To make this work, the script discretizes both price returns and the chosen "driver" (e.g., OBV) into three states: "up," "down," or "neutral." It then builds complex conditional probability tables to measure the flow of information in both directions. The Net Transfer Entropy (TE Driver→Price minus TE Price→Driver) gives us a direct measure of causality . A positive score means the driver is leading price, confirming the validity of the move. This is a profound leap beyond traditional indicator analysis. Chapter 3: Fusion & Interpretation - The Field Score & Dashboard Each kernel is a specialist providing a piece of the puzzle. The Field Score is where they are fused into a single, comprehensive reading. It's a weighted sum of the normalized scores from all five kernels, producing a single number from -1 (maximum bearish information field) to +1 (maximum bullish information field). This is the ultimate "at-a-glance" metric for the market's net state, and it is interpreted through the dashboard. The Dashboard: Your Mission Control Field Score & Regime: The master metric and its plain-English interpretation ("Uptrend Field", "Downtrend Field", "Transitional"). Kernel Readouts (Wave Align, H(w), FDI, etc.): The live scores of each individual kernel. This allows you to see why the Field Score is what it is. A high Field Score with all components in agreement (all green or red) is a state of High Coherence and represents a high-quality setup. Market Context: Standard metrics like RSI and Volume for additional confluence. Signals: The raw and adjusted confluence counts and the final, calculated probability scores for potential long and short entries. Pattern: Shows the dominant candlestick pattern detected within the currently forming APEX range box and its calculated confidence percentage. Chapter 4: Mastering the Controls - The Inputs Menu Every parameter is a lever to fine-tune the IGMD engine. 📊 Wavelet Transform: Kernel ( Haar for sharp moves, db2 for smooth trends) and Scales (depth of analysis) let you tune the script's core microscope to your asset's personality. 📈 Hurst Exponent: The Window determines if you're assessing short-term or long-term market memory. 🔍 Fractal Dimension & ⚡ Entropy Volatility: Adjust the lookback windows to make these kernels more or less sensitive to recent price action. Always keep "Normalize by ATR" enabled for Entropy for consistent results. 🔄 Transfer Entropy: Driver lets you choose what causal force to measure (e.g., OBV, Volume, or even an external symbol like VIX). The throttle setting is a crucial performance tool, allowing you to balance precision with script speed. ⚡ Field Fusion • Weights: This is where you can customize the model's "brain." Increase the weights for the kernels that best align with your trading philosophy (e.g., w_hurst for trend followers, w_fdi for chop avoiders). 📊 Signal Engine: Mode offers presets from Conservative to Aggressive . Min Confluence sets your evidence threshold. Dynamic Confluence is a powerful feature that automatically adapts this threshold to the market regime. 🎨 Visuals & 📏 Support/Resistance: These inputs give you full control over the chart's appearance, allowing you to toggle every visual element for a setup that is as clean or as data-rich as you desire. Chapter 5: Reading the Battlefield - On-Chart Visuals Pattern Boxes (The Large Rectangles): These are not simple range boxes. They appear when the Field Score crosses a significance threshold, signaling a potential ignition point. Color: The color reflects the dominant candlestick pattern that has occurred within that box's duration (e.g., green for Bull Engulf). Label: Displays the dominant pattern, its duration in bars, and a calculated Confidence % based on field strength and pattern clarity. Bar Pattern Boxes (The Small Boxes): If enabled, these highlight individual, significant candlestick patterns ( BE for Bull Engulf, H for Hammer) on a bar-by-bar basis. Signal Markers (▲ and ▼): These appear only when the Signal Engine's criteria are all met. The number is the calculated Probability Score . RR Rails (Dashed Lines): When a signal appears, these lines automatically plot the Entry, Stop Loss (based on ATR), and two Take Profit targets (based on Risk/Reward ratios). They dynamically break and disappear as price touches each level. Support & Resistance Lines: Plots of the highest high ( Resistance ) and lowest low ( Support ) over a lookback, providing key structural levels. Chapter 6: Development Philosophy & A Final Word One single question: " What is the market really doing? " It represents a triumph of complexity, blending concepts from signal processing, chaos theory, and information theory into a cohesive framework. It is offered for educational and analytical purposes and does not constitute financial advice. Its goal is to elevate your analysis from interpreting flat shadows to measuring the rich, geometric reality of the market's information field. As the great mathematician Benoit Mandelbrot , father of fractal geometry, noted: "Clouds are not spheres, mountains are not cones, coastlines are not circles, and bark is not smooth, nor does lightning travel in a straight line." Neither does the market. IGMD is a tool designed to navigate that beautiful, complex, and fractal reality. — Dskyz, Trade with insight. Trade with anticipation.
Penunjuk Pine Script®
oleh DskyzInvestments
7
Volume Rotor Clock [hapharmonic]🕰️ Volume Rotor Clock The Volume Rotor Clock is an indicator that separates buy and sell volume, compiling these volumes over a recent number of bars or a specified past period, as defined by the user. This helps to reveal accumulation (buying) or distribution (selling) behavior, showing which side has superior volume. With its unique and beautiful display, the Volume Rotor Clock is more than just a timepiece; it's a dynamic dashboard that visualizes the buying and selling pressure of your favorite symbols, all wrapped in an elegant and fully customizable interface. Instead of just tracking price, this indicator focuses on the engine behind the movement: volume. It helps you instantly identify which assets are under accumulation (buying) and which are under distribution (selling). --- 🎨 20 Pre-configured Templates --- 🧐 Interpreting the Clock Display The interface is designed to give you multiple layers of information at a glance. Let's break down what each part represents. 1. The Main Clock Hands (Current Chart Symbol) The clock hands—hour, minute, and second—are dedicated to the symbol on your current active chart . Minute Hand: Displays the base currency of the current symbol (e.g., USDT, USD) at its tip. Hour Hand: Displays the percentage of the winning volume side (buy vs. sell) at its tip. Color Gauge: The color of the text characters at the tip of both the hour and minute hands acts as your primary volume gauge for the current symbol. If buy volume is dominant , the text will be green . If sell volume is dominant , the text will be red . Tooltip: Hovering your mouse over the text at the tip of the hour or minute or other spherical elements hand will reveal a detailed tooltip with the precise Buy Volume, Sell Volume, Total Volume, Buy %, and Sell % for the current chart's symbol. 2. The Volume Scanner: Bulls & Bears (Symbols Inside the Clock) 🐂🐻 The circular symbols scattered inside the clock face are your multi-symbol volume scanner. They represent the assets you've selected in the indicator's settings. Green Circles (Bulls - Upper Half): These represent symbols from your list where the total buy volume is greater than the total sell volume over the defined "Lookback" period. They are considered to be under bullish accumulation. The size of the circle and its text grows larger as the buy percentage becomes more dominant. The percentage shown within the circle represents the buy volume's share of the total volume, calculated over the 'Lookback (Bars)' you've set. Red Circles (Bears - Lower Half): These represent symbols where the total sell volume is greater than the total buy volume. They are considered to be under bearish distribution or selling pressure. The size of the circle indicates the dominance of the sell-side volume. The percentage shown within the circle represents the sell volume's share of the total volume, calculated over the 'Lookback (Bars)' you've set. 3. The Bullish Watchlist (Symbols Above the Clock) ⭐ The symbols arranged neatly along the top edge of the clock are the "best of the bulls." They are symbols that are not only bullish but have also passed an additional, powerful strength filter. What it Means: A symbol appears here when it shows signs of sustained, high-volume buying interest . It's a way to filter out noise and focus on assets with potentially significant accumulation phases. The Filter Logic: For a bullish symbol (where total buy volume > total sell volume) to be promoted to the watchlist, its trading volume must meet specific criteria based on this formula: ta.barssince(not(volume > ta.sma(volume, X))) >= Y In plain English, this means: The indicator checks how many consecutive bars the `volume` has been greater than its `X`-bar Simple Moving Average (`ta.sma(volume, X)`). If this count is greater than or equal to `Y` bars, the condition is met. (You can configure `X` (Volume MA Length) and `Y` (Consecutive Days Above MA) in the settings.) Why it's Useful: This filter is powerful because it looks for consistency . A single spike in volume can be an anomaly. However, when an asset's volume remains consistently above its recent average for several consecutive days, it strongly suggests that larger players or a significant portion of the market are actively accumulating the asset. This sustained interest can often precede a significant upward price trend. --- ⚙️ Indicator Settings Explained The Volume Rotor Clock is highly customizable. Here’s a detailed walkthrough of every setting available in the "Inputs" tab. 🎨 Color Scheme This group allows you to control the entire aesthetic of the clock. Template: Choose from a wide variety of professionally designed color themes. Use Template: A simple checkbox to switch between using a pre-designed theme and creating your own. `Checked`: You can select a theme from the dropdown menu, which offers 20 unique templates like "Cyberpunk Neon" or "Forest Green". All custom color settings below will be disabled (grayed out and unclickable). `Unchecked`: The template dropdown is disabled, and you gain full control over every color element in the sections below. 🖌️ Custom Appearance & Colors These settings are only active when "Use Template" is unchecked. Flame Head / Tail: Sets the start and end colors for the dynamic flame effect that traces the clock's border, representing the second hand. Numbers / Main Numbers: Customize the color of the regular hour numbers (1, 2, 4, 5...) and the main cardinal numbers (3, 6, 9, 12). Sunburst Colors (1-6): Controls the six colors used in the gradient background for the "sunburst" effect inside the clock face. Hands & Digital: Fine-tune the colors for the Hour/Minute Hand, Second Hand, central Pivot point, and the digital time display. Chain Color / Width: Customize the appearance of the two chains holding the clock. 📡 Volume Scanner Control the behavior of the multi-symbol scanner. Show Scanner Labels: A master switch to show or hide all the bull/bear symbol circles inside the clock. Lookback (Bars): A crucial setting that defines the calculation period for buy/sell volume for all scanned symbols. The calculation is a sum over the specified number of recent bars. `0`: Calculates using the current bar only . `7`: Calculates the sum of volume over the last 8 bars (the current bar + 7 historical bars). Symbols List: Here you can enable/disable up to 20 slots and input the ticker for each symbol you want to scan (e.g., BINANCE:BTCUSDT , NASDAQ:AAPL ). ⭐ Bullish Watchlist Filter Configure the criteria for the elite watchlist symbols displayed above the clock. Enable Watchlist: A master switch to turn the entire watchlist feature on or off. Volume MA Length: Sets the lookback period `(X)` for the Simple Moving Average of volume used in the filter. Consecutive Days Above MA: Sets the minimum number of consecutive days `(Y)` that volume must close above its MA to qualify. Symbols Per Row: Determines the maximum number of watchlist symbols that can fit in a single row before a new row is created above it. Background / Text Color: When not using a template, you can set custom colors for the watchlist symbols' background and text. 📏 Position & Size Adjust the clock's placement and dimensions on your chart. Clock Timezone: Sets the timezone for the digital and analog time display. You can use standard formats like "America/New_York" or enter "Exchange" to sync with the chart's timezone. Radius (Bars): Controls the overall size of the clock. The radius is measured in terms of the number of bars on the x-axis. X Offset (Bars): Moves the entire clock horizontally. Positive values shift it to the right; negative values shift it to the left. Y Offset (Price %): Moves the entire clock vertically as a percentage of your screen's price pane. Positive values move it up; negative values move it down.
Penunjuk Pine Script®
oleh hapharmonic
11
Breakout asia USD/CHF1 — Customizable Parameters sess1 & sess2: The two time ranges that define the Asian session (e.g., 20:00–23:59 and 00:00–08:00). Important: format is HHMM-HHMM. rr: The risk/reward ratio (default = 3.0, meaning TP = 3× risk size). onePerSess: Toggle to allow only one trade per Asian session or multiple. bufTicks: Extra margin for the SL beyond the signal candle. 2 — Detecting the Asian Session The script checks if the candle’s time is inside the first range (sess1) or inside the second range (sess2). While inside the Asian session, it updates the current high and low. When the session ends, it locks in these levels as rangeHigh and rangeLow. 3 — Step 1: Detecting the Initial Breakout Bullish breakout → close above rangeHigh → flag breakoutUp is set to true. Bearish breakout → close below rangeLow → flag breakoutDown is set to true. No trade yet — this is just the breakout signal. 4 — Step 2: Waiting for the Retest If a bullish breakout occurred, wait for the price to return to or slightly below rangeHigh and then close back above it. If a bearish breakout occurred, wait for the price to return to or slightly above rangeLow and then close back below it. 5 — Entry & Exit When the retest is confirmed: strategy.entry() is triggered. SL = behind the retest confirmation candle (with optional bufTicks margin). TP = entry price ± RR × risk size. If onePerSess is enabled, no further trades happen until the next Asian session. 6 — Chart Display Green line = locked Asian session high. Red line = locked Asian session low. Light blue background = active Asian session hours. Trade entries are shown on the chart when retests occur.
Strategi Pine Script®
oleh samuelmathieu0508