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RSS3 - Reversal Score System v3 [Rulph]RSS3 - Reversal Score System v3 RSS3 is a quantitative reversal detection system that combines volatility pressure analysis with directional momentum exhaustion to produce a unified reversal strength score from -1 (extreme bullish) to +1 (extreme bearish). Unlike traditional single-indicator divergence systems (RSI, MACD), RSS3 cross-validates signals between two independent analytical engines (VPI and TDFI) and applies multi-timeframe contextual filtering to reduce false signals. RSS3 is not a visual overlay of separate indicators. It implements a unified calculation pipeline where VPI and TDFI components feed into a single normalized Score through weighted aggregation. The divergence bonus system creates feedback loops where price-indicator relationships dynamically adjust the final Score, producing signals that cannot be replicated by simply viewing RSI, Bollinger Bands, and moving averages side-by-side. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ WHY COMBINE VOLATILITY + TREND FORCE? ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Most reversal systems rely on a single dimension: • RSI divergence tracks momentum exhaustion • Bollinger extremes track volatility expansion • MACD divergence tracks trend deceleration RSS3 recognizes that major reversals typically require both : 1. Volatility pressure buildup (market stretched beyond normal range) 2. Directional force exhaustion (trend losing momentum despite stretched price) When VPI (volatility) and TDFI (trend force) diverge simultaneously from price, it signals a high-probability reversal zone. When only one diverges, the signal is weighted accordingly. This dual-validation approach filters out: • Momentum exhaustion in low-volatility consolidations (no VPI confirmation) • Volatility spikes within strong trends (no TDFI exhaustion) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ COMPONENT 1: VOLATILITY PRESSURE INDEX (VPI) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ VPI quantifies how far the market has deviated from its equilibrium state using four factors: 1. RSI deviation from 50 Measures directional bias accumulation. When RSI stays at 70+ or 30- for extended periods, it signals persistent one-sided pressure. 2. Annualized volatility (VIX-style) Calculates rolling standard deviation of returns scaled to annual terms. Rising volatility indicates increasing uncertainty and potential for mean reversion. 3. Normalized candle range Compares current bar's range to recent average range. Expanding ranges signal climactic moves. 4. Bollinger Band position Measures price distance from statistical mean (middle band). Touches or penetrations of outer bands indicate statistical overextension. How they combine: Each component is normalized to 0-1 scale, then weighted based on current market regime (trending vs ranging). The weighted average produces VPI reading where: • VPI > 0.5 = overbought pressure zone • VPI < -0.5 = oversold pressure zone ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ COMPONENT 2: TREND DIRECTION FORCE INDEX (TDFI) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ TDFI measures the strength and sustainability of directional movement using moving average dynamics: 1. MA spread (fast MMA vs slow SMMA) When fast MA pulls far from slow MA, it indicates strong directional momentum. When the spread contracts, momentum is fading. 2. Average impulse between MAs Calculates the velocity of the spread change. Rapid expansion = acceleration phase; slowing expansion or contraction = deceleration/exhaustion. 3. Normalized trend strength The spread and impulse are normalized relative to recent volatility to make TDFI comparable across different instruments and market conditions. Output: • TDFI > 0.7 = unsustainably strong bullish momentum • TDFI < -0.7 = unsustainably strong bearish momentum • TDFI near 0 = directionless or balanced market ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ SCORE CALCULATION & DIVERGENCE INTEGRATION ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Base Score: Score = (VPI_weight × VPI) + (TDFI_weight × TDFI) This creates a continuous measure where: • Score > +0.5 = bearish reversal zone (high VPI + weak bullish TDFI) • Score < -0.5 = bullish reversal zone (low VPI + weak bearish TDFI) Divergence Bonus System: When classic divergences are detected (price makes new high/low but VPI or TDFI doesn't), a bonus/penalty is applied to Score: • Decay mechanism: Divergence influence fades linearly over 15 bars (default). Fresh divergences have maximum impact; older ones gradually lose weight. • Amplitude weighting: Larger divergences (bigger spread between price and indicator pivots) receive stronger bonuses. • Dual-source amplification: When VPI and TDFI diverge on the same pivot (double divergence), their bonuses stack, creating extreme Score readings near ±1.0. This means: • Score = 0.9 with v3t2 label = third VPI + second TDFI bearish divergence, very high confidence • Score = -0.85 with v1 label = first VPI bullish divergence, strong but early signal ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ CALCULATION MECHANICS (DETAILED) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ VPI Component Weighting: Weights are dynamically adjusted based on market regime detected by TDFI: • Trending regime (|TDFI| > 0.5): RSI deviation 40%, BB position 30%, volatility 15%, range 15% • Ranging regime (|TDFI| < 0.3): Volatility 35%, range 35%, RSI deviation 15%, BB position 15% • Transition zones: linear interpolation between the two weight sets Normalization Approach: Each VPI/TDFI component is rescaled using rolling percentile rank over 100-bar window: • Value at 100th percentile (highest) → 1.0 • Value at 0th percentile (lowest) → 0.0 • Current value → percentile position between 0-1 This makes the indicator adaptive to changing volatility and comparable across instruments. Divergence Amplitude Measurement: When a divergence is detected, its strength is quantified as: Amplitude = (price_pivot_delta / ATR) × (indicator_pivot_delta / indicator_stddev) Where: • price_pivot_delta = distance between current and previous pivot • indicator_pivot_delta = distance between indicator values at those pivots • ATR and stddev provide normalization Larger amplitude → larger bonus/penalty to Score (up to ±0.3 maximum). Decay Function: Divergence bonus decays linearly: Bonus(t) = Initial_Bonus × (1 - t/15), where t is bars since divergence. After 15 bars, bonus reaches zero. This ensures recent divergences dominate the Score. Why This Design: This architecture creates a system where: • Components adapt to market regime automatically • Signals are normalized across timeframes and instruments • Multiple divergences create amplification (bonuses stack) • Stale signals fade out naturally This is fundamentally different from displaying RSI + Bollinger + MA separately, as the unified Score cannot be replicated by visual inspection alone. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ SEQUENTIAL DIVERGENCE LABELS (v/t SYSTEM) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Each divergence is tracked separately for VPI and TDFI: v-series: VPI divergences (v1, v2, v3...) t-series: TDFI divergences (t1, t2, t3...) The counter increments each time a new divergence appears in the same direction (e.g., consecutive bearish divergences). When direction flips (bearish → bullish), counters reset to 1. Why this matters: • v1 or t1 = early warning, potentially premature • v3 or v4 = late-stage exhaustion, higher probability of reversal • v2t3 = double divergence with second VPI + third TDFI = strong confluence Traders can filter signals by label: • Aggressive: trade v1/t1 • Conservative: wait for v2+/t2+ or double divergences ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ MULTI-TIMEFRAME FILTER ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ The MTF filter analyzes a higher timeframe to determine if the current market structure supports the divergence signal. Modes: • Off: All divergences shown • Reduce: Counter-trend divergences have their bonus reduced by 70% (visual indication: dimmed/gray markers) • Block: Counter-trend divergences completely hidden Logic: If 1H shows bearish divergence but 4H is in strong uptrend (Score < -0.3), the 1H signal is likely premature. MTF filter prevents entering shorts against higher timeframe momentum. This protects against: • Catching falling knives in strong downtrends • Shorting pullbacks in strong uptrends • Low-probability mean-reversion attempts ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ HOW TO USE RSS3 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Entry Setup: 1. Wait for divergence marker (green = bullish, red = bearish) 2. Check Score magnitude: • |Score| > 0.5 = higher confidence • |Score| > 0.8 = extreme zone 3. Check v/t label: • v1/t1 = early (more risk, more reward potential) • v2+/t2+ or double = late but more reliable 4. Optional: wait +2 bars for pivot confirmation Exit Options: • Conservative: opposite divergence appears • Aggressive: Score crosses through 0 or opposite ±0.5 threshold • Always use volatility-based stop (2-3× ATR) Timeframe Recommendations: • 5-15m: intraday (use MTF 1H-4H) • 1-4H: swing trading (use MTF Daily-Weekly) • Daily: position trading (use MTF Weekly-Monthly) Complementary Tools: RSS3 is a reversal timing engine, not a complete strategy. Combine with: • Support/resistance for target zones • Volume analysis for confirmation • Trend filters for directional bias ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ WHAT MAKES RSS3 ORIGINAL ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ vs Traditional RSI Divergence: • RSI divergence = binary yes/no • RSS3 = quantified strength score with dual-source validation vs MACD Divergence: • MACD = single dimension (momentum) • RSS3 = volatility pressure + trend force + MTF context vs Bollinger + RSI mashup: • Standard mashup = two separate signals • RSS3 = unified scoring system where components interact through weighted bonuses Unique features: • Decay-weighted divergence bonuses (recent divergences matter more) • Amplitude-sensitive scoring (stronger divergences = higher score impact) • Sequential tracking (v/t labels show signal maturity) • MTF-aware filtering (context-dependent signal validation) • Closed-loop system (divergences → Score → priority weighting → signal) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ EXAMPLE INTERPRETATION ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Scenario: BTC 2H chart shows: • Red triangle appears above price • Label: v1 + t2 • Recent Score Value: 1 What this means: • Second consecutive TDFI bearish divergence detected (t2) • First VPI bearish divergence on same pivot (v1) • Double divergence stacking → Score near maximum • Market is in extreme overbought/overextended zone • High probability of short-term reversal Trading decision: • Aggressive trader: short immediately with tight stop • Conservative trader: wait for Score to drop below 0.5 or opposite divergence for exit ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ CHART LEGEND ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ The published chart shows: • Green triangles below price = bullish divergences (v/t labels indicate sequence) • Red triangles above price = bearish divergences • Score line in lower panel = reversal strength from -1 to +1 • Colored clouds = pressure accumulation zones (optional display) • Text annotations = example entry/exit points for educational purposes ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Disclaimer: All trading involves risk. This indicator does not guarantee profits. Always backtest and apply proper risk management.
Wskaźnik Pine Script®
od rulphru
Quant VWAP System 3.8 This is the lower-indicator companion to the "Quant VWAP System." While the main chart tells you where the price is, this oscillator tells you how statistically significant the move is. It uses a Z-Score algorithm to normalize price action. This means it ignores dollar amounts and instead measures how many Standard Deviations (SD) the price is away from its mean (VWAP). This allows you to instantly spot "Overbought" or "Oversold" conditions on any asset (Bitcoin, Forex, or Stocks) without needing to guess. Key Features: 1. Normalized Extremes (The "Kill Zones") ±2.0 SD: These dotted lines represent statistical extremes. When the signal line crosses above +2.0, the asset is mathematically expensive (Overbought). When it crosses below -2.0, it is mathematically cheap (Oversold). The Logic: Price rarely sustains movement beyond 2 Standard Deviations without a reversion or a pause. 2. The Squeeze Radar (Yellow Dots) Volatility Detection: A row of Yellow Dots appearing on the center line indicates a "Squeeze." What it means: The Standard Deviation bands are compressing. Energy is building. Warning: DO NOT trade Mean Reversion when you see Yellow Dots. A squeeze often leads to a violent breakout. Wait for the dots to disappear to confirm the direction of the explosion. 3. Momentum Coloring Green Line: Z-Score is rising (Bullish Momentum). Red Line: Z-Score is falling (Bearish Momentum). This helps you spot divergences (e.g., Price makes a Higher High, but the Oscillator makes a Lower High = Exhaustion). How to Trade with It Strategy A: The "Zero Bounce" (Trend Continuation) Scenario: You are in a Bull Trend. Signal: The Oscillator line pulls back to the Zero Line (White), turns Green, and curls upward. Meaning: Price has tested the average (VWAP) and buyers have stepped in. This is a high-probability entry for trend continuation. Strategy B: The "Extreme Fade" (Reversion) Scenario: The Oscillator pushes deep into the Red Zone (+2.0 SD). Signal: The line turns Red and crosses back down below the +2.0 dotted line. A small Red Triangle will appear. Meaning: The statistical extension has failed, and price is likely snapping back to the mean. Strategy C: Squeeze Breakout Scenario: Yellow Dots appear on the center line. Action: Stop trading. Wait. Signal: The dots disappear, and the line shoots aggressively through +1.0 SD (Long) or -1.0 SD (Short). Ride the momentum.
Wskaźnik Pine Script®
od CustomQuantLabs
8
Linear Regression ChannelsThis indicator dynamically identifies and plots the best-fit linear regression channels based on recent pivot points, optimizing for statistical strength across user-defined depths. How It Works (Technical Methodology) 1. Pivot Point Detection The indicator uses Pine Script's ta.pivothigh() and ta.pivotlow() functions with a configurable sensitivity length to detect swing highs and lows. All recent pivot indices are stored in an array (limited to avoid performance issues), providing potential starting points for regression calculations. 2. Multi-Depth Evaluation Users input comma-separated "Pivot History Depths" (e.g., "5,20,50"). For each depth: - The script evaluates regression fits starting from the most recent pivots, up to the specified depth count. - It calculates linear regression statistics for each possible channel originating from those pivot bars backward to the current bar. 3. Linear Regression Calculation For each candidate channel: - Slope (m) and intercept (b) are computed using least-squares method. - R-squared (R²) measures goodness of fit (how well price follows the trend line). - Standard error of the estimate is calculated to quantify volatility around the regression line. - A composite score = R² × log(length) prioritizes stronger fits on longer periods. 4. Best-Fit Selection and Validation - Only channels with R² ≥ user-defined minimum (default 0.5) are considered valid. - The channel with the highest score for each depth is selected and drawn. - This ensures the most statistically significant and relevant channels are displayed, avoiding weak or short-term noise. 5. Channel Construction - Mean Line: The regression trend line extended slightly into the future. - Inner Channels: ± user-configurable standard deviation multiplier (default 2.0σ) around the mean. - Outer Bands: ±1.5× the inner deviation for additional visual context. - Filled areas between mean and inner channels for better visibility. - Color: Green shades for upward slopes (bullish trend), red shades for downward slopes (bearish trend). 6. Dashboard and Statistics - Optional table in the top-right corner displays for each depth: - Depth value - R² (colored green if >0.7, orange otherwise) - Slope (Beta) – positive blue for uptrend, red for downtrend - Current Z-Score: How many standard deviations the latest close is from the expected regression value (yellow if |Z| > 2) How to Use Regression channels help identify trending markets, potential mean reversion, and overextension. - Upward Channels (Green): Price above the mean may indicate strength; pullbacks to the mean or lower band offer long opportunities. Overextension above upper band could signal exhaustion. - Downward Channels (Red): Price below the mean may indicate weakness; rallies to the mean or upper band offer short opportunities. Overextension below lower band could signal capitulation. - High R² (>0.7): Strong trending channel – trade in direction of slope. - Low R²: Choppy/range-bound market – avoid trend-following trades. - Z-Score: |Z| > 2 suggests price is statistically overextended from the trend (potential reversion setup). - Multi-Depth: Smaller depths catch short-term trends; larger depths capture major trends. Use multiple for confluence across timeframes. Combine with volume, support/resistance, or other indicators for confirmation. Disclaimer This indicator is a technical analysis tool and should be used in conjunction with other forms of analysis. Past performance does not guarantee future results. Always use proper risk management.
Wskaźnik Pine Script®
od s3u1l
Hybrid CCI Scalper ProHybrid CCI Scalper Pro is a sophisticated trading system designed to solve the biggest problem in scalping: False Signals in Choppy Markets. Unlike standard CCI indicators that fire on every crossover, the HCS Pro uses a Hybrid Logic Engine that distinguishes between high-probability Trend Continuations and powerful Reversal Setups. It processes every potential entry through a 6-factor "Quality Filter" before generating a signal. Core Features: 1. The Hybrid Signal Engine The script identifies two distinct market conditions: TREND Mode: Triggers when price is aligned with the Daily/Local trend AND the CCI angle is steep. REVERSAL Mode (REV): Triggers only on Extreme Momentum (steep angle) combined with a Zero-Line cross, allowing you to catch tops and bottoms without waiting for lagging trend indicators. 2. The Quality Scoring System (Q-Score) Every signal is rated from 0 to 6 stars based on confluence. The signal label shows Q: 4/6, Q: 5/6, etc. Score 4+: High probability (Recommended). Score 6: "The Perfect Storm" – All filters (Trend, Volume, RSI, ADX) align. 3. The "Ironclad" Filters To eliminate fake-outs, the script enforces strict rules: Candle Color Guard: Never Buys on a Red candle or Sells on a Green one. Angle validation: Flat CCI movement is ignored. MTF Trend: Checks the Daily timeframe (D1 EMA) to ensure you aren't scalping against the major flow. Noise Filter: Uses ATR and Volume to ignore low-volatility "dead" markets. 4. The Information Panel A clean dashboard on the top-right displays real-time metrics: Current Daily Trend (Bull/Bear) Momentum Strength (Weak/Strong/Extreme) ADX Power (Trending vs Ranging) Live Signal Score How to Trade: BUY Signal: Look for a Green Triangle. Ideally, the Label should say TREND or REV with a Quality Score of 4/6 or higher. SELL Signal: Look for a Red Triangle with a high Quality Score. No Signal? If the panel says "WAIT" or the score is low, the market is likely choppy. Stay out. Recommended Settings: Gold (XAUUSD): Works best on 15m. Forex (EURUSD): Works well on 5m - 15m. Default settings are optimized for a balance between frequency and accuracy.
Wskaźnik Pine Script®
od stoyan_valev
cd_VW_Cx IMPROVED - Quant VWAP System: Regime, Magnets & Z-ScoQuant VWAP System: Regime, Magnets & Z-Score Matrix This indicator is a comprehensive Quantitative Trading System designed to move beyond simple support and resistance. Instead of static lines, it uses Statistical Probability (Z-Score) and Standard Deviation to define the current market regime, identify institutional value zones, and project high-probability liquidity targets. It is engineered for Day Traders and Scalpers (Crypto & Futures) who need to know if the market is Trending, Ranging, or preparing for a Breakout. 1. The "Regime" System (Standard Deviation Bands) The core engine anchors a VWAP (Volume Weighted Average Price) to your chosen timeframe (Daily, Weekly, or Monthly) and projects volatility bands based on market variance. The Trend Zone (Inner Band / 1.0 SD): This is the "Fair Value" zone. In a healthy trend, price will pull back into this zone and hold. A hold here signals a high-probability continuation (Trend Following). The Reversion Zone (Outer Band / 2.0 SD): This represents a statistical extreme. Price rarely sustains movement beyond 2 Standard Deviations without a reversion. A touch of this band signals "Overbought" or "Oversold" conditions. 2. Liquidity Magnets (Virgin VWAPs) The script automatically tracks "Unvisited VWAPs" from previous sessions. These are price levels where significant volume occurred but have not yet been re-tested. The Logic: Algorithms often target these "open loops." The script visualizes them as Blue Dashed Lines with price tags. Smart Scaling (Anti-Scrunch): Includes a custom "Ghost Engine" that automatically hides or "ghosts" magnets that are too far away. This prevents your chart from being squashed (scrunched) on lower timeframes, keeping your candles perfectly readable while still tracking targets in the background. 3. The Quant Matrix (Dashboard) A real-time Heads-Up Display (HUD) that interprets the data for you: Regime: Detects Volatility Squeezes. If the bands compress, it signals "⚠ SQUEEZE", warning you to stop mean-reversion trading and prepare for an explosive breakout. Bias: Color-coded Trend Direction (Bullish/Bearish) based on VWAP slope. Signal: actionable text prompts such as "BUY DIP" (Trend Following), "FADE EXT" (Mean Reversion), or "PREP BREAK" (Squeeze). 4. Visual Intelligence Bold Day Separators: Clear, vertical dotted dividers with Date Stamps to instantly separate trading sessions. Dynamic Labels: Floating labels on the right axis identify exactly which deviation level is which, preventing chart confusion. How to Use Strategy A: The Trend Pullback (continuation) Check Matrix: Ensure Bias is BULLISH (Green). Wait: Allow price to pull back into the Inner Band (Dark Green Zone). Trigger: If price holds the Center VWAP or the -1.0 SD line, enter Long. Target: The next Liquidity Magnet above or the +2.0 SD band. Strategy B: The Reversion Fade (Counter-Trend) Check Matrix: Ensure price is labeled "EXTREME" or Signal says "FADE EXT". Trigger: Price touches or pierces the Outer Band (2.0 SD). Action: Enter counter-trend (Short) with a target back to the Center VWAP (Mean Reversion). Strategy C: The Magnet Target Identify a "MAGNET" line (Blue Dashed) near current price. These act as high-probability Take Profit levels. Price will often rush to these levels to "close the loop" before reversing. Settings Anchor: Daily (default), Weekly, or Monthly. Magnet Focus Range: Adjusts how aggressively the script hides distant magnets to fix chart scaling (Default: 2%). Visuals: Fully customizable colors, label sizes, and dashboard position.
Wskaźnik Pine Script®
od CustomQuantLabs
1
Witch-Fire ALMA signals: Dynamic Liquidity & Trend GlowThe Witch-Fire ALMA is a high-precision trend bias and liquidity mapping tool designed for price action traders and Smart Money practitioners. Unlike traditional indicators that clutter your chart with lagging signals, this script provides a "clean-yet-powerful" visual anchor to help you stay on the right side of the market while identifying key Points of Interest (POIs). At its core, the script utilizes an optimized Arnaud Legoux Moving Average (ALMA). Known for its superior ability to balance smoothness and responsiveness, the ALMA effectively filters out market noise and "whipsaws" that often plague standard EMAs. Key Features: The Witch-Fire Glow: A neon-styled ALMA line that shifts between Bullish Green and Bearish Red. The white core provides surgical precision for price intersection, while the outer glow visualizes the strength and dominance of the current trend. Scaled Liquidity Levels: Automatically maps Buy Side Liquidity (BSL) and Sell Side Liquidity (SSL). These levels are dynamic—they scale proportionally with your ALMA settings. This ensures that the liquidity zones you see are always relevant to the trend cycle you are analyzing. Strategic Bias Background: A subtle background tint provides an instant psychological filter. Only look for Longs in the green zone and Shorts in the red zone to maintain a high-probability strike rate. How to Trade with Witch-Fire: Identify the Bias: Look at the Fire ALMA. If the "fire" is red and the price is below the line, your bias is strictly bearish. Watch the Sweeps: Wait for the price to "sweep" (pierce with a wick) the horizontal SSL (Green) or BSL (Red) lines. Execution: Look for a strong rejection candle (long wick, small body) at these levels that closes back towards the ALMA line. Best Used On: 15m, 1H, and 4H timeframes. Works exceptionally well for Crypto, Forex, and Indices.
Wskaźnik Pine Script®
od CryptoWitch_NL
Seasonality Monthly v2.0-SanjayMonthly seasonality refers to recurring patterns or fluctuations in data that repeat every month due to predictable factors like weather, holidays, or business cycles. For example, retail sales often peak in December due to holiday shopping, while utility usage may rise in summer because of air conditioning. Identifying monthly seasonality helps businesses forecast demand, allocate resources, and plan operations more accurately. Seasonality significantly impacts forecasting because it introduces predictable, recurring patterns into data that must be accounted for to improve accuracy. If seasonal effects—such as higher sales during holidays or increased energy demand in summer—are ignored, forecasts can be misleading, leading to overproduction or stockouts. Incorporating seasonality into models (e.g., using seasonal decomposition or SARIMA) helps capture these cyclical variations, ensuring that predictions reflect real-world trends rather than just overall averages.
Wskaźnik Pine Script®
od sanjaysdas99
Price Action High 2 + Risk/Reward VisualizerIntroduction: Price Action High 2 (Bull Flag) Setup This script identifies the High 2 (H2) setup, a staple price action pattern popularized by Al Brooks. The High 2 is a high-probability continuation pattern designed to catch the resumption of a bull trend after a two-legged pullback (a "complex" bull flag). In a strong uptrend, the first attempt to end a pullback often fails (High 1). The High 2 represents the second, and usually more reliable, attempt by bulls to take control, often forming a "double bottom" structure within the flag. How the Logic Works The indicator follows a strict state-machine logic to ensure the pattern is valid: Trend Confirmation: The script filters for an established uptrend where price is above a rising EMA (adjustable in settings). Pullback Identification: It looks for a sequence of bars making lower highs. High 1 (H1): The first bar in the correction that breaks above the high of the prior bar. The Second Leg: The script then waits for the price to again fail to break a high, confirming a second leg of the pullback. High 2 (H2): The signal is triggered when a bar breaks the high of the previous bar for the second time. Key Features Signal Bar Quality Filter: Not all High 2s are equal. This script includes a filter ensuring the signal bar closes in the upper portion of its range (bullish conviction) to avoid "weak" breakouts. Automated Risk/Reward Visualizer: Upon a signal, the script automatically projects a Stop Loss (at the signal bar low) and a Take Profit level based on a customizable R:R ratio. Clean Visuals: Labeled "H2" markers and dashed trend lines keep the chart uncluttered. How to Trade It Entry: Place a buy-stop order 1 tick above the High 2 signal bar. Stop Loss: Traditionally placed below the low of the signal bar or the most recent swing low. Target: Common targets include a 1:2 Risk/Reward ratio or the previous major swing high. Settings Guide EMA Length: Adjust this to match your timeframe (e.g., 20 for intraday, 50 for daily). Min Close %: Set this to 50% or higher to ensure you only take trades where the bulls finished the bar strong. Risk:Reward Ratio: Customize your profit targets to align with your personal trading plan.
Wskaźnik Pine Script®
od rhotov
Pressure Windows [Lite]PRESSURE WINDOWS — Lite is a stripped-down time-cycle instrument based on Jim Hurst’s Time-Cycles method. It lets you define a primary cycle using two major lows and project basic harmonic subdivisions forward in time. The Lite version is designed to expose coarse timing pressure, not full cycle resolution. This is a structural timing tool — not a prediction engine. What the Lite Version Shows : A primary time cycle defined by two anchor points Single-level harmonic subdivision only: -1/2 (halves) -1/3 (thirds) Forward projection of the cycle into the future Internal verification lines inside the base cycle to check fit What it does not do (by design): No chained subdivisions (no 1/2→1/2 or 1/3→1/2) No higher-resolution nesting No regime logic or shaded “windows” Those belong to the full instrument. How to Use (Lite Workflow) : 1. Define the Cycle : Add the indicator to your chart Select Time 1 at a major low Select Time 2 at the next major low (You can fine-tune both in the settings) 2. Choose a Subdivision : In settings: None → only the primary cycle 1/2 → midpoint timing pressure 1/3 → third-based rhythm 3. Verify Before Trusting : Look at the subdivisions inside the base cycle: Do intermediate lows align with halves or thirds? If they don’t, don’t force it The Lite version is intentionally coarse — its job is to answer: “Is the market vibrating in 2s or 3s?” Not to overfit timing. Best Practices : Works best on higher timeframes (Daily / Weekly) Use Log scale for long-term structure (time remains linear) Treat projections as zones of pressure, not turning points Important Note : Pressure Windows — Lite limits subdivision depth on purpose, if you need nested timing resolution and finer pressure mapping, that’s what the full version is built for. *This script doesn't constitute investment advice and isn't created solely for qualified investors.
Wskaźnik Pine Script®
od ThePineScripter
S.EQ - Macro TrackerMacro Tracker Indicator - Description This TradingView indicator visualizes macro time windows throughout the trading day, marking specific 33-minute periods that occur hourly (from XX:42 to XX:15 of the next hour) in the America/New_York timezone. Core Functionality Time Windows Tracked: The indicator monitors 24 hourly macro periods (e.g., 00:42-01:15, 01:42-02:15, etc.) Each period spans 33 minutes, starting at 42 minutes past the hour and ending at 15 minutes past the next hour Special periods for the last trading hour (14:42-15:15, 15:42-16:15) with an optional 15:15-15:45 window --------------------------------------------------------------------------------- Visual Display Modes 1. On Chart Mode (Default) Draws vertical lines at the start and end of each macro period Displays a horizontal line at the top connecting the boundaries Shows optional labels with time stamps at the midpoint Midline Feature: Adds a dotted vertical line at XX:00 (the hour mark) within each macro period Projects dotted extension lines toward current price action when enabled Dynamically adjusts line heights based on price movement within the period 2. New Pane Mode Displays macro periods as colored boxes in a separate indicator pane Useful for cleaner chart visualization when tracking multiple periods --------------------------------------------------------------------------------- Key Features Customizable Display: Toggle individual macro periods on/off, choose colors, and control label visibility Time Labels: Optional display of exact time ranges on each macro period Projections: Extension lines that project from macro boundaries toward current price Midline Markers: Dotted lines showing the hour mark (XX:00) within each macro period Weekend Handling: Automatically adjusts for Friday closes and weekend gaps (non-crypto markets) Memory Management: Automatically cleans up old drawing objects to maintain performance
Wskaźnik Pine Script®
od Saint-EQ
Pre-Market + Daily + Weekly RTH Range Boxes📦 Pre-Market + Daily + Weekly RTH Range Boxes This indicator automatically plots Pre-Market, Daily, and Weekly range boxes based strictly on US Regular Trading Hours (RTH). What it does: Pre-Market Box (04:00–09:30) Captures the full pre-market high and low, then projects the range forward from the RTH open. Daily RTH Box (09:30–16:00) Tracks the previous day’s regular session high and low and plots the range starting at 04:00 the next day. Weekly RTH Box (Mon–Fri, 09:30–16:00) Accumulates the full weekly RTH range and plots it at 04:00 on Monday.
Wskaźnik Pine Script®
od MASTER4U
Support Resistance + RSI + 4 EMA (Doge_SV)Overview This comprehensive indicator is designed to provide traders with a "bird's-eye view" of the market by combining three essential technical analysis tools into a single, clean interface. It helps in identifying trend direction, key price levels, and momentum across multiple timeframes without cluttering your workspace. Key Features 1. Dynamic Support & Resistance (S/R) The script automatically identifies and plots significant Support and Resistance levels based on pivot points. Dynamic Zones: It highlights areas where price has historically reacted, helping you find high-probability entry and exit points. Strength Filtering: Includes a built-in algorithm to display only the most "significant" levels based on their historical strength. Visual Alerts: Lines and labels change color (Lime for Support, Red for Resistance) based on the current price position. 2. Quad-EMA Trend Ribbon (The "Exponential Moving Averages") The indicator features four of the most widely used EMAs in professional trading to identify trend hierarchy: EMA 34 (Green): Short-term momentum and immediate support/resistance. EMA 89 (Blue): Intermediate-term trend filter (The "Trend Core"). EMA 200 (Black): Long-term trend baseline (The "Institutional Level"). EMA 633 (Purple): Ultra-long-term trend, often used for major cycle analysis. 3. Multi-Timeframe (MTF) RSI Dashboard Stay informed about overbought or oversold conditions across all timeframes simultaneously. Real-time Table: A neat table in the corner of your chart displays RSI (14) values from 1 minute up to 1 day. Heatmap Logic: The table cells automatically change color based on intensity: Red/Orange: Overbought (RSI > 70/80) Green/Dark Green: Oversold (RSI < 30/20) White: Neutral zone. How to Use Trend Alignment: Look for the 4-EMAs to be stacked in order (34 > 89 > 200 > 633 for a Bullish trend). S/R Confirmation: When price approaches a Red Resistance line, check the RSI Dashboard. If higher timeframes are also Overbought, it increases the probability of a reversal. Breakout Detection: Use the Support/Resistance lines to identify potential breakouts or "Role Reversal" (where old resistance becomes new support).
Wskaźnik Pine Script®
od ThanRua89
[ASFX] Free Automatic VWAPsAutomatic VWAP & Key Levels Overview This indicator is designed to help traders evaluate VWAP interactions in context, rather than treating every VWAP touch as a trade opportunity. It combines VWAP with a momentum-based directional filter to highlight situations where price interaction with VWAP is supported by broader intraday momentum. This indicator also shows you the initial balance and opening range each day. Concept and Originality VWAP is commonly used as an institutional reference level, but VWAP alone does not distinguish between meaningful acceptance/rejection and random intraday chop. This script addresses that limitation by conditioning VWAP interactions with a momentum filter. Signals are only displayed when price location and momentum alignment occur together, allowing traders to focus on higher-quality VWAP reactions instead of monitoring multiple indicators separately. How It Works • VWAP is used as the primary price reference level. • A momentum filter evaluates directional bias and participation. • Visual signals appear only when price is interacting with VWAP and momentum confirms acceptance or rejection in the same direction. • No signals are shown during low-momentum or sideways conditions around VWAP. How to Use This indicator is best used as a confirmation tool, not as a standalone trading system. It is intended to assist traders in filtering VWAP-based trade ideas by highlighting when conditions are aligned versus when price is simply chopping around VWAP. Markets and Timeframes • Designed for index futures such as ES and NQ • Optimized for intraday trading • Works best on lower timeframes (1–5 minute charts) Limitations • Not predictive • Not a complete trading strategy • Does not replace price action analysis, trade management, or risk control • Signals should be evaluated alongside market structure and context
Wskaźnik Pine Script®
od austinsilverfx
ICT Liquidity Sweep/Swing Fail Pattern V.1# ICT Liquidity Sweep/Swing Fail Pattern V.1 ## Indicator Description & User Guide --- ## 📊 Indicator Overview **Name:** ICT Liquidity Sweep/Swing Fail Pattern V.1 **Type:** Support/Resistance & Liquidity Detection **Trading Style:** ICT Concepts (Inner Circle Trader) **Best Timeframes:** 1M, 5M, 15M, 1H --- ## 🎯 Core Features ### 1. **Support & Resistance Lines** - Automatically draws key swing high and swing low levels - Based on significant pivot points in price structure - Updates dynamically as new swings form ### 2. **"X" Mark - Liquidity Sweep** - **Symbol:** X marker on chart - **Meaning:** Indicates a liquidity sweep (stop hunt) - **What it shows:** Price briefly moved beyond a key level to trigger stops, then reversed - **Trading significance:** High-probability reversal zones after liquidity is taken ### 3. **"SFP" Label - Swing Failure Pattern** - **Symbol:** SFP text label - **Meaning:** Swing Failure Pattern detected - **What it shows:** Price attempted to make a new high/low but failed and reversed sharply - **Trading significance:** Strong reversal signal - smart money rejecting the level --- ## 📈 How to Use This Indicator ### Entry Setup Strategy: #### **For SHORT Trades (Sell):** 1. Wait for **SFP** to appear at a swing high 2. Look for **X marker** confirming liquidity sweep above the high 3. **Entry Zone (Red Box):** Enter SHORT positions when price returns to this zone 4. **Stop Loss:** Place above the red zone (above the swept high) 5. **Take Profit (Green Box):** Target the green zone below #### **For LONG Trades (Buy):** 1. Wait for **SFP** to appear at a swing low 2. Look for **X marker** confirming liquidity sweep below the low 3. **Entry Zone (Green Box):** Enter LONG positions when price returns to this zone 4. **Stop Loss:** Place below the green zone (below the swept low) 5. **Take Profit (Red Box):** Target the red zone above --- ## 🎨 Color Coding System | Color | Zone Type | Usage | |-------|-----------|-------| | 🔴 **Red Box** | Stop Loss / Supply Zone | Place SL here for LONG trades / Entry zone for SHORT trades | | 🟢 **Green Box** | Take Profit / Demand Zone | Target zone for LONG trades / Place SL here for SHORT trades | | ❌ **X Mark** | Liquidity Sweep Point | Stop hunt occurred - reversal likely | | 📝 **SFP Label** | Swing Failure Pattern | Failed breakout - strong reversal signal | --- ## 💡 Trading Examples ### Example 1: SHORT Trade (As shown in your chart) ``` 1. SFP appears at swing high (Red zone around 4,000) 2. X marker confirms liquidity sweep above the high 3. Entry: SHORT when price re-enters red zone 4. Stop Loss: Above red zone (e.g., 4,002) 5. Take Profit: Green zone below (3,964-3,972) 6. Risk:Reward = 1:3+ ``` ### Example 2: LONG Trade ``` 1. SFP appears at swing low (Green zone) 2. X marker confirms liquidity sweep below the low 3. Entry: LONG when price re-enters green zone 4. Stop Loss: Below green zone 5. Take Profit: Previous red zone above 6. Risk:Reward = 1:2 minimum ``` --- ## ⚠️ Important Trading Rules ### ✅ DO: - Wait for BOTH SFP and X marker confirmation - Enter on price returning to the zone (not on first touch) - Use proper position sizing (1-2% risk per trade) - Combine with market structure analysis - Look for confluences (orderblocks, fair value gaps) ### ❌ DON'T: - Trade against the higher timeframe trend - Enter without confirmation signals - Ignore the colored zones for SL/TP placement - Overtrade - wait for quality setups - Move stop loss to breakeven too early --- ## 🔧 Indicator Settings (Typical) **Adjustable Parameters:** - Swing Length: Number of bars to identify swing points - Show/Hide X markers - Show/Hide SFP labels - Zone opacity and colors - Line thickness --- ## 📚 ICT Concepts Explained ### **Liquidity Sweep:** Smart money intentionally pushes price beyond key levels to trigger retail stop losses, then reverses to their intended direction. The X marker identifies these moments. ### **Swing Failure Pattern (SFP):** Price attempts to make a new high/low but lacks follow-through, indicating weak momentum and likely reversal. Similar to a "false breakout" but more specific to swing structures. ### **Supply & Demand Zones:** - **Red zones** = Areas where selling pressure overwhelmed buyers - **Green zones** = Areas where buying pressure overwhelmed sellers - These zones act as magnets for price to return and react --- ## 🎓 Best Practices 1. **Confluence is Key:** - Combine with daily/weekly bias - Check for orderblocks nearby - Look for imbalances (FVG) 2. **Session Timing:** - Best during London/New York sessions - Avoid low liquidity periods 3. **Risk Management:** - Never risk more than 1-2% per trade - Use proper lot sizing - Take partial profits at key levels 4. **Timeframe Correlation:** - Check higher timeframe for bias - Enter on lower timeframe for precision - Exit based on higher timeframe targets --- ## 📞 Support & Updates **Version:** 1.0 **Compatibility:** TradingView Pine Script v5 **Updates:** Regular improvements based on ICT methodology --- ## ⚡ Quick Reference Card | Signal | Action | SL Placement | TP Target | |--------|--------|--------------|-----------| | SFP + X at High | SHORT at Red Zone | Above Red | Green Zone | | SFP + X at Low | LONG at Green Zone | Below Green | Red Zone | **Remember:** The indicator shows you WHERE to trade, but YOU decide WHEN based on confirmation and market context. --- *Disclaimer: This indicator is a tool for technical analysis. Always use proper risk management and never trade with money you cannot afford to lose.*
Wskaźnik Pine Script®
od wut_trader
2
Pre-Market + Daily + Weekly REGULAR HOURS 📦 Pre-Market + Daily + Weekly RTH Range Boxes This indicator automatically plots Pre-Market, Daily, and Weekly range boxes based strictly on US Regular Trading Hours (RTH). What it does: Pre-Market Box (04:00–09:30) Captures the full pre-market high and low, then projects the range forward from the RTH open. Daily RTH Box (09:30–16:00) Tracks the previous day’s regular session high and low and plots the range starting at 04:00 AM the next day. Weekly RTH Box (Mon–Fri, 09:30–16:00) Accumulates the full weekly RTH range and plots it at 04:00 AM on Monday.
Wskaźnik Pine Script®
od MASTER4U
New York Sessions High/Low with Liquidity Purge CriteriaDisplays horizontal lines at the highest high and lowest low of the NY AM (09:30–12:00) and NY PM (13:30–16:00) sessions in New York time. Lines extend forward until price strongly breaks them by a user-defined threshold (N points), at which point they cease extending - liquidity purged. Option to show only active lines (unpurged liquidity) - toggle to hide old liquidity pools for a cleaner chart. Customizable colors, line styles, width, lookback days and purge threshold.
Wskaźnik Pine Script®
od LimYX
1
ZTH(P.I) - AlphaShoot (Ultimate+)🔹 ZTH(P) – AlphaShoot (Ultimate+) | Wait for quality, trade with confidence. ZTH(P) – AlphaShoot (Ultimate+) is a momentum-based trading indicator designed to help traders identify potential BUY and SELL areas with greater clarity and discipline. Built to reduce subjectivity, overtrading, and emotional decisions, this indicator delivers clean, structured signals without cluttering your chart. 📈 Suitable For ✔ Scalpers, Day Traders, Swing Traders ✔ Forex, Crypto, Stocks, Commodities, Indices ✔ All timeframes & markets on TradingView 🔔 Features Clear Buy & Sell Area Detection Momentum Confirmation Real-Time Alerts (Mobile & Desktop) Minimalist Chart Design Beginner-friendly, professional-ready ⚠️ Disclaimer This indicator is not financial advice and does not guarantee profits. All trading decisions and risk management remain the user’s responsibility.
Wskaźnik Pine Script®
od Floqwin