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Stochastic RSI - WT Confluence Signals (TraderDemircan)WAVETREND & STOCHASTIC RSI CONFLUENCE SIGNALS What this indicator does? This indicator combines WaveTrend and Stochastic RSI oscillators to identify high-probability trading opportunities through confluence signals. It generates alerts when both oscillators simultaneously indicate overbought or oversold conditions with crossovers. Why combine these two? - WaveTrend: Detects trend momentum and cycle turning points - Stochastic RSI: Identifies extreme overbought/oversold levels - CONFLUENCE: When both agree, signal reliability increases significantly Unlike simple mashups, this script normalizes Stochastic RSI to WaveTrend's scale (-100 to +100) for easier visual comparison and implements a specific confluence logic. How it works? WAVETREND CALCULATION: - Uses HLC3 average with EMA smoothing - Channel Length (n1=10) for initial smoothing - Average Length (n2=21) for trend line - Overbought zones: +53 to +60 and above - Oversold zones: -53 to -60 and below STOCHASTIC RSI CALCULATION: - RSI Period: 14 - Stochastic Period: 14 - K-Smooth: 3, D-Smooth: 3 - Normalized to -100/+100 range to match WT scale - Overbought: >80, Oversold: <20 CONFLUENCE SIGNALS: 🔴 SELL: WT crosses down AND both in overbought zones 🟢 BUY: WT crosses up AND both in oversold zones How to use? 1. Wait for BOTH oscillators to enter extreme zones 2. Look for WaveTrend crossover (green/red circles) 3. Colored bars indicate confluence signals: • Yellow bars: Potential buy (WT cross up) • Blue bars: Potential sell (WT cross down) 4. Use with price action and support/resistance for confirmation Disclaimer This is not financial advice. Always use proper risk management and combine with other analysis methods. Past performance does not guarantee future results. ═══════════════════════════════════════
Pine Script® indicator
by TraderDemircan_
RSI Exit + BB-RSI Combo📊 RSI Exit + BB-RSI Combo Indicator This indicator combines RSI overbought/oversold exit signals with Bollinger Band re-entry conditions to highlight potential reversal or retracement zones. 1️⃣ RSI Exit Signal - When RSI drops below 70 after being overbought → 🔴 "RSI" label - When RSI rises above 30 after being oversold → 🟢 "RSI" label - Works on 15m / 30m / 1h / 4h / 1D timeframes 2️⃣ BB-RSI Combo Signal - When an RSI divergence forms and - The candle body re-enters the Bollinger Band on 1H+ timeframe → Combo signal (💎 diamond) is shown 💡 How to Use - Use RSI exit signals to spot overextension corrections - Use combo signals to identify high-probability reversal or rebound setups - Suitable for both swing and short-term trading
Pine Script® indicator
by HSeungpyo
Volume Weighted Relative Strength IndexThis indicator calculates the Relative Strength Index (RSI) and enhances it with optional volume weighting (VWRSI). It also includes a customizable signal line and a built-in divergence detection engine. Key Features: Volume-Weighted Calculation: An option (Volume weighted) allows for volume to be incorporated into the calculation of both the RSI itself and its moving average signal line, making the oscillator more sensitive to high-volume price changes. Customizable Signal Line: Includes an optional moving average of the VWRSI, which serves as a signal line. The type of MA (Smooth Method) and its length can be customized. Full Divergence Suite (Class A, B, C): The primary feature is the integrated divergence engine. It automatically detects and plots all three major types of divergences: Regular (A): Signals potential trend reversals. Hidden (B): Signals potential trend continuations. Exaggerated (C): Signals weakness at double tops/bottoms. Divergence Filtering and Visualization: Price Tolerance Filter: Divergence detection is enhanced with a percentage-based price tolerance (pivPrcTol) to filter out insignificant market noise. Persistent Visualization: Divergence markers are plotted for the entire duration of the signal and are visually anchored to the VWRSI level of the confirming pivot. Note on Confirmation (Lag): Divergence signals rely on a pivot confirmation method to ensure they do not repaint. The Start of a- divergence is only detected after the confirming pivot is fully formed (a delay based on Pivot Right Bars). The End of a divergence is detected either instantly (if the signal is invalidated by price action) or with a delay (when a new, non-divergent pivot is confirmed). Multi-Timeframe (MTF) Capability: MTF VWRSI Line: The VWRSI and its signal line can be calculated on a higher timeframe, with standard options to handle gaps (Fill Gaps) and prevent repainting (Wait for...). Limitation: The Divergence detection engine (pivDiv) is disabled if a timeframe other than the chart's timeframe is selected. Divergences are only calculated on the active chart timeframe. Integrated Alerts: Includes 20 comprehensive alerts for: The start and end of all 6 divergence types. The VWRSI crossing its signal line. The VWRSI crossing the Overbought, Oversold, or 50-level lines. DISCLAIMER For Informational/Educational Use Only: This indicator is provided for informational and educational purposes only. It does not constitute financial, investment, or trading advice, nor is it a recommendation to buy or sell any asset. Use at Your Own Risk: All trading decisions you make based on the information or signals generated by this indicator are made solely at your own risk. No Guarantee of Performance: Past performance is not an indicator of future results. The author makes no guarantee regarding the accuracy of the signals or future profitability. No Liability: The author shall not be held liable for any financial losses or damages incurred directly or indirectly from the use of this indicator. Signals Are Not Recommendations: The alerts and visual signals (e.g., crossovers) generated by this tool are not direct recommendations to buy or sell. They are technical observations for your own analysis and consideration.
Pine Script® indicator
by AustrianTradingMachine
[FGL] Stochastic ATR Trend IndicatorThis indicator: Detects trend direction using ATR-based dynamic bands around SMA. Generates buy/sell signals using Stochastic crossover conditions filtered by trend. Colors candles to show trend direction. Plots a visual “trend zone” band on the chart. INPUT PARAMETERS: Stochastic Length → Period for the stochastic oscillator. Smooth K and Smooth D → Smoothing parameters for %K and %D lines. ATR Length → Period used for SMA-based trend detection. LOGIC FLOW Determine trend using long ATR-based SMA channel. Detect momentum change with Stochastic cross. Confirm both momentum and price align with trend. Generate buy/sell signal + change candle color. STRATEGIC INTERPRETATION Best use: Trend-following momentum entries. Avoids: Countertrend false signals by filtering with trend value. Signals: Buy: In uptrend + bullish stochastic crossover. Sell: In downtrend + bearish stochastic crossover.
Pine Script® indicator
by Frogile
Flow Control Oscillator (FCO)Flow Control Oscillator (FCO) The Flow Control Oscillator (FCO) is a momentum-based indicator that combines volume analysis and money flow to determine who is in control of the market—buyers or sellers—and how strong that control is. Unlike pure price-based oscillators, FCO integrates both price action and volume distribution to provide a more complete picture of market dynamics. How It Works Core Components: Money Flow Index (MFI) - Scaled to -1 to +1 range Measures the flow of money into and out of an asset Identifies buying and selling pressure based on price and volume Chaikin Money Flow (CMF) - Already in -1 to +1 range Measures the accumulation/distribution of volume Shows whether volume is accumulating (buying) or distributing (selling) Combined Flow Control Line (FCO Line) - Equal-weighted composite of MFI and CMF Smoothed with SMA (default: 3 periods) Values above 0 = Buyers in control Values below 0 = Sellers in control Signal Line - WMA of the FCO line (default: 6 periods) Used for timing entries and confirming momentum shifts Momentum Histogram- Shows the rate of change in buyer/seller control Weighted by ADX (Average Directional Index) when enabled Larger bars = stronger momentum ADX weighting filters out choppy, unreliable signals Key Zones Neutral Zone (-0.3 to +0.3): Balanced market, low conviction Healthy Trend Zone (±0.3 to ±0.7): Clear control without exhaustion Warning Zone (±0.7 to ±1.0): Extended, approaching exhaustion Extreme Zone (beyond ±1.0): Overbought/oversold, reversal likely What To Look For Reversal Setups: FCO in extreme zone (beyond ±1.0) FCO crosses Signal line in opposite direction Momentum histogram shrinking (weakening pressure) Interpretation: Buyers or sellers are exhausted and losing control Trend Strength Setups: FCO crosses zero line (control shift) Momentum histogram growing in the same direction ADX confirms strong trend (no orange background) Signal line moving in same direction as FCO Interpretation: New control being established with building momentum Divergences: Price makes new high/low but FCO doesn't confirm Indicates weakening momentum despite price movement Early warning of potential reversal Choppy Market Warning: Orange background (ADX < 20) Small momentum bars regardless of FCO position Interpretation: Weak trend, avoid trading or use tight stops Best Practices: Use with context: Combine with support/resistance levels (like VWAP) for confluence Multi-timeframe confirmation: Check higher timeframe FCO for overall bias Wait for confirmation: Let signals develop rather than predicting turns Respect extreme zones: Best reversal opportunities occur when FCO is beyond ±1.0 Filter with ADX: Pay attention to background coloring—avoid choppy conditions The indicator includes comprehensive alert conditions for: Reversal setups (extreme + cross + weakening momentum) Trend strength signals (zero cross + growing momentum + strong ADX) FCO/Signal crossovers Extreme overbought/oversold conditions Control shifts (buyers/sellers taking control)
Pine Script® indicator
by VP_Futures
Volume Weighted Stochastic RSIThis indicator calculates the Stochastic RSI, enhanced with optional Volume Weighting (VWStochRSI). It measures the level of a (Volume-Weighted) RSI relative to its high-low range over a set period, providing a sensitive momentum oscillator. Key Features: Volume-Weighted Core: The indicator is built on a Relative Strength Index (RSI) that can be optionally volume-weighted (Volume weighted). Customizable Smoothing: The %K and %D lines are smoothed using a customizable moving average. The MA type (Smooth Method) can be selected (e.g., EMA, SMA, WMA) and will also be volume-weighted if the main Volume weighted option is enabled. Full Divergence Suite (Class A, B, C): The primary feature is the integrated divergence engine. It automatically detects and plots all three major types of divergences: Regular (A): Signals potential trend reversals. Hidden (B): Signals potential trend continuations. Exaggerated (C): Signals weakness at double tops/bottoms. Divergence Filtering and Visualization: Price Tolerance Filter: Divergence detection is enhanced with a percentage-based price tolerance (pivPrcTol) to filter out insignificant market noise. Persistent Visualization: Divergence markers are plotted for the entire duration of the signal and are visually anchored to the %K line level of the confirming pivot. Note on Confirmation (Lag): Divergence signals rely on a pivot confirmation method to ensure they do not repaint. The Start of a- divergence is only detected after the confirming pivot is fully formed (a delay based on Pivot Right Bars). The End of a divergence is detected either instantly (if the signal is invalidated by price action) or with a delay (when a new, non-divergent pivot is confirmed). Multi-Timeframe (MTF) Capability: MTF VWStochRSI Lines: The %K and %D lines can be calculated on a higher timeframe, with standard options to handle gaps (Fill Gaps) and prevent repainting (Wait for...). Limitation: The Divergence detection engine (pivDiv) is disabled if a timeframe other than the chart's timeframe is selected. Divergences are only calculated on the active chart timeframe. Integrated Alerts: Includes 20 comprehensive alerts for: The start and end of all 6 divergence types. The %K line crossing the %D line. The %K line crossing the Overbought, Oversold, or 50-level lines. DISCLAIMER For Informational/Educational Use Only: This indicator is provided for informational and educational purposes only. It does not constitute financial, investment, or trading advice, nor is it a recommendation to buy or sell any asset. Use at Your Own Risk: All trading decisions you make based on the information or signals generated by this indicator are made solely at your own risk. No Guarantee of Performance: Past performance is not an indicator of future results. The author makes no guarantee regarding the accuracy of the signals or future profitability. No Liability: The author shall not be held liable for any financial losses or damages incurred directly or indirectly from the use of this indicator. Signals Are Not Recommendations: The alerts and visual signals (e.g., crossovers) generated by this tool are not direct recommendations to buy or sell. They are technical observations for your own analysis and consideration.
Pine Script® indicator
by AustrianTradingMachine
RSI Candle 12-Band SpectrumExperience RSI like never before. This multi-band visualizer transforms relative strength into a living color map — directly over price action — revealing momentum shifts long before traditional RSI signals. 🔹 12 Dynamic RSI Bands – A full emotional spectrum from oversold to overbought, colored from deep blue to burning red. 🔹 Adaptive Pulse System – Highlights every shift in RSI state with an intelligent fade-out pulse that measures the strength of each rotation. 🔹 Precision Legend Display – Clear RSI cutoff zones with user-defined thresholds and color ranges. 🔹 Multi-Timeframe Engine – Optionally view higher-timeframe RSI context while scalping lower frames. 🔹 Stealth Mode – Borders-only visualization for minimal chart impact on dark themes. 🔹 Complete Customization – Adjustable band levels, color palettes, and fade behavior. 🧠 Designed for professional traders who move with rhythm, not randomness.
Pine Script® indicator
by rrtaker86
ATR DashboardThe script calculates and displays an interactive ATR dashboard showing the current volatility level through various ATR metrics. It includes multi-period ATR values (5, 14, 20, 50), the ATR percentage relative to price, an estimated daily range, and suggested Stop Loss levels for both long and short positions. Optionally, it can plot ATR bands on the chart to visualize the volatility zone. ⚙️ Key Features Dynamic calculation of ATR and its moving average to detect whether volatility is increasing or decreasing. Customizable on-chart dashboard (position, colors) displaying: Current ATR value and % of price ATR multiplied by a configurable factor Multi-timeframe ATR (5, 14, 20, 50) Volatility trend (Increasing / Decreasing) Suggested Stop Loss levels (Long / Short) Optional ATR bands plotted directly on the chart. Built-in alerts for: ATR crossing its moving average (volatility shift) 50%+ volatility spike in a single bar.
Pine Script® indicator
by Roger_Kint
GTI BGTI: RSI Suite (Standard • Stochastic • Smoothed) A three-layer momentum and trend toolkit that combines Standard RSI, Stochastic RSI, and a Smoothed/“Macro” RSI to help you read intraday swings, trend transitions, and high-probability reversal/continuation spots. All in one pane with intuitive coloring and optional divergence markers and alerts. Why this works * Stochastic RSI (K/D) visualizes fast momentum swings and timing. * Standard RSI moves more gradually, helping confirm trend transitions that may span several Stochastic cycles. * Smoothed RSI (Average → Macro) adds a second-pass filter and slope persistence to reveal the macro direction while suppressing noise. Used together, Stochastic guides entries/exits around local highs/lows, while the RSI layers improve confidence when a small swing is likely part of a larger turn. What you’ll see * Standard RSI (yellow; pink above Bull line, aqua below Bear line). * Stochastic RSI (K/D) with contextual colors: * Greens when RSI is weak/oversold (bearish conditions → watch for bullish reversals/continuations). * Reds when RSI is strong/overbought (bullish conditions → watch for bearish reversals/continuations). * Smoothed (Macro) RSI with trend color: * Red when macro is ascending (bullish), * Aqua when macro is descending (bearish). * Divergences (optional markers): * Bearish: RSI Lower High + Price Higher High (red ⬇). * Bullish: RSI Higher Low + Price Lower Low (green ⬆). * No repaint: pivots confirm after the chosen right-bars window. How to use it * Bullish Reversal * Macro RSI is reversing at a higher low after price has been in a overall downtrend * Stochastic RSI is switching from green to red in an overall downtrend * Bullish Oversold * Macro RSI is reversing from a significantly low level after price has a short but strong dip during an overall uptrend * Stochastic RSI is switching from green to red in an overall uptrend * Bullish Continuation * Macro RSI is ascending with a strong slope or forming a higher low above the 50 line * Stochastic RSI is reaching a bottom but still painted red * Bearish Reversal * Macro RSI is reversing at a lower high after price has been in a overall uptrend * Stochastic RSI is switching from red to green in an overall uptrend * Bearish Overbought * Macro RSI is reversing from a significantly high level after price has a short but strong jump during an overall downtrend * Stochastic RSI is switching from red to green in an overall downtrend * Bearish Continuation * Macro RSI is descending with a strong slope or forming a lower high below the 50 line * Stochastic RSI is reaching a top but still painted green * Divergences: Use as signals of exhaustion—best when aligned with Macro RSI color/slope and key levels (e.g., Bull/Bear lines, 50 midline). *** IMPORTANT *** * Stack confluence, don’t single-signal trade. Look for: * 1) Macro RSI color & slope (red = ascending/bullish, aqua = descending/bearish) * 2) Standard RSI location (above/below Bull/Bear lines or 50) * 3) Stoch flip + direction * 4) Price structure (HH/HL vs LH/LL) * 5) Divergence type (regular vs hidden) at meaningful levels * Trade with the macro * Prioritize longs when Macro RSI is red or just flipped up * Prioritize shorts when Macro RSI is aqua or just flipped down * Counter-trend setups = smaller size and faster management. * Location > signal * The same crossover/divergence is higher quality near Bull (~60)/Bear(~40) or extremes than in the mid-range chop around 50. * Early vs confirmed * Use the early pivot heads-up for anticipation, but scale in only after the confirmed pivot (right-bars complete). If early signal fails to confirm, stand down. * Define invalidation upfront * For divergence entries, place stops beyond the pivot extreme (LL/HH). If Macro RSI flips against your trade or RSI breaks back through 50 with slope, exit or tighten. * Multi-timeframe alignment * Best results come when entry timeframe (e.g., 1H) aligns with higher-TF macro (e.g., 4H/D). If they disagree, treat it as mean-reversion only. * Avoid common traps * Skip: isolated Stochastic flips without RSI support, divergences without price HH/LL confirmation, and serial divergences when Macro RSI slope is strong against the idea. * Parameter guidance * Start with defaults; then tune: confirmBars 3–7, minSlope 0.05–0.15 RSI pts/bar, pivot left/right tighter for faster but noisier signals, wider for cleaner but fewer. * Alerts = workflow, not auto-trades * Use Macro Flip + Divergence alerts as a checklist trigger; enter only when your confluence rules are met and risk is defined. Key inputs (tweak to your market/timeframe) * RSI / Stochastic lengths and K/D smoothing. * Bull / Bear Lines (default 61.1 / 43.6). * Average RSI Method/Length (SMA/EMA/RMA/WMA) + Macro Smooth Length. * Trend confirmation: bars of persistence and minimum slope to reduce flip noise. * Pivot look-back (left/right) for divergence confirmation strictness. Alerts included * Macro Flip Up / Down (Smoothed RSI regime change). * RSI Bullish/Bearish Divergence (confirmed at pivot). * Stochastic RSI continuation/divergence (optional). Tips * Level + Slope matter. High/low RSI level flags conditions; slope confirms impulse/continuation. * Let Stochastic time the swing; let Macro RSI filter the trend. * Tighten or loosen pivot windows to trade fewer/cleaner vs. more/faster signals.
Pine Script® indicator
by theValleyMan
2
Enhanced stochastic Momentum Oscillator with signalsOverall Benefits of This Enhanced SMO Script Fully Customizable Inputs – period, smoothing type, source, and colors. Gradient Momentum Ribbon – visually communicates strength and direction. Overbought/Oversold Highlights – both lines and background for clarity. Alert System Built-In – monitors crossovers and zone entries/exits. Error-Resistant Calculations – prevents division by zero, avoids Pine v5 multi-line ternary issues. Highly Visual – suitable for quick decision-making, not just raw numbers. Flexible for Any Timeframe – can be used on multi-timeframe analysis. Table that shows current condition (neutral, overbought and oversold) Try with my other indicator highlighted in picture-
Pine Script® indicator
by coachyrod
RSI + Elder Bull-Bear pressure RSI + Bull/Bear (Elder-Ray enhanced RSI) What it is An extended RSI that overlays Elder-Ray Bull/Bear Power on the same, zero-centered scale. You get classic RSI regime cues plus a live read of buy/sell pressure, with optional smoothing, bands, and right-edge value labels. Key features RSI with bands – default bands 30 / 50 / 70 (editable). Bull/Bear Power (Elder) – ATR-normalized; optional EMA/SMA/RMA/HMA smoothing. One-pane overlay – RSI and Bull/Bear share a common midline (RSI-50 ↔ panel 0). Right-edge labels – always visible at the chart’s right margin with adjustable offsets. How to read it Cyan line = RSI (normalized) Above the mid band = bullish regime; below = bearish regime. Green = Bull Power, Red = Bear Power Columns/lines above 0 show buy pressure; below 0 show sell pressure. Smoothing reduces noise; zero-line remains your key reference. Trade logic (simple playbook) Entry BUY (primary): RSI crosses up through 50 (regime turns bullish), and Bull (green) crosses up through 0 (buy pressure confirms). SELL (primary): RSI crosses down through 50, and Bear (red) crosses down through 0 (sell pressure confirms). Alternative momentum entries Aggressive BUY: Bull (green) pushes above RSI-80 band (strong upside impulse). Aggressive SELL: Bear (red) pushes below RSI-30 band (strong downside impulse). Exits / trade management In a long: consider exiting or tightening stops if Bear (red) dips below the 0 line (rising sell pressure) or RSI loses 50. In a short: consider exiting or tightening if Bull (green) rises above 0 or RSI reclaims 50. Tip: “0” on the panel is your pressure zero-line (maps to RSI-50). Most whipsaws happen near this line; smoothing (e.g., EMA 21) helps. Defaults (on first load) RSI bands: 30 / 50 / 70 with subtle fills. Labels: tiny, pushed far right (large offsets). Bull/Bear smoothing: EMA(21), smoothed line plot mode. RSI plotted normalized so it overlaps the pressure lines cleanly. Tighten or loosen the Bull/Bear thresholds (e.g., Bull ≥ +0.5 ATR, Bear ≤ −0.5 ATR) to demand stronger confirmation. Settings that matter Smoothing length/type – balances responsiveness vs. noise. Power/RSI Gain – visual scaling only (doesn’t change logic). Band placement – keep raw 30/50/80 or switch to “distance from 50” if you prefer symmetric spacing. Label offsets – move values clear of the last bar/scale clutter. Good practices Combine with structure/ATR stops (e.g., 1–1.5× ATR, swing high/low). In trends, hold while RSI stays above/below 50 and the opposite pressure line doesn’t dominate. In ranges, favor signals occurring near the mid band and take profits at the opposite band. Disclaimer: This is a research/visual tool, not financial advice at any kind. Test your rules on multiple markets/timeframes and size positions responsibly.
Pine Script® indicator
by PDK1977
Dynamic Fractal Flow [Alpha Extract]An advanced momentum oscillator that combines fractal market structure analysis with adaptive volatility weighting and multi-derivative calculus to identify high-probability trend reversals and continuation patterns. Utilizing sophisticated noise filtering through choppiness indexing and efficiency ratio analysis, this indicator delivers entries that adapt to changing market regimes while reducing false signals during consolidation via multi-layer confirmation centered on acceleration analysis, statistical band context, and dynamic omega weighting—without any divergence detection. 🔶 Fractal-Based Market Structure Detection Employs Williams Fractal methodology to identify pivotal market highs and lows, calculating normalized price position within the established fractal range to generate oscillator signals based on structural positioning. The system tracks fractal points dynamically and computes relative positioning with ATR fallback protection, ensuring continuous signal generation even during extended trending periods without fractal formation. 🔶 Dynamic Omega Weighting System Implements an adaptive weighting algorithm that adjusts signal emphasis based on real-time volatility conditions and volume strength, calculating dynamic omega coefficients ranging from 0.3 to 0.9. The system applies heavier weighting to recent price action during high-conviction moves while reducing sensitivity during low-volume environments, mitigating lag inherent in fixed-period calculations through volatility normalization and volume-strength integration. 🔶 Cascading Robustness Filtering Features up to five stages of progressive EMA smoothing with user-adjustable robustness steps, each layer systematically filtering microstructure noise while preserving essential trend information. Smoothing periods scale with the chosen fractal length and robustness steps using a fixed smoothing multiplier for consistent, predictable behavior. 🔶 Adaptive Noise Suppression Engine Integrates dual-component noise filtering combining Choppiness Index calculation with Kaufman’s Efficiency Ratio to detect ranging versus trending market conditions. The system applies dynamic damping that maintains full signal strength during trending environments while suppressing signals during choppy consolidation, aligning output with the prevailing regime. 🔶 Acceleration and Jerk Analysis Framework Calculates second-derivative acceleration and third-derivative jerk to identify explosive momentum shifts before they fully materialize on traditional indicators. Detects bullish acceleration when both acceleration and jerk turn positive in negative oscillator territory, and bearish acceleration when both turn negative in positive territory, providing early entry signals for high-velocity trend initiation phases. 🔶 Multi-Layer Signal Generation Architecture Combines three primary signal types with hierarchical validation: acceleration signals, band crossover entries, and threshold momentum signals. Each signal category includes momentum confirmation, trend-state validation, and statistical band context; signals are further conditioned by band squeeze detection to avoid low-probability entries during compression phases. Divergence is intentionally excluded for a purely structure- and momentum-driven approach. 🔶 Dynamic Statistical Band System Utilizes Bollinger-style standard deviation bands with configurable multiplier and length to create adaptive threshold zones that expand during volatile periods and contract during consolidation. Includes band squeeze detection to identify compression phases that typically precede expansion, with signal suppression during squeezes to prevent premature entries. 🔶 Gradient Color Visualization System Features color gradient mapping that dynamically adjusts line intensity based on signal strength, transitioning from neutral gray to progressively intense bullish or bearish colors as conviction increases. Includes gradient fills between the signal line and zero with transparency scaling based on oscillator intensity for immediate visual confirmation of trend strength and directional bias. All analysis provided by Alpha Extract is for educational and informational purposes only. The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations.
Pine Script® indicator
by AlphaExtract
Composite Buy/Sell Score [-100 to +100] by LMComposite Buy/Sell Score (Stabilized + Sensitivity) by LM Description: This indicator calculates a composite trend strength score ranging from -100 to +100 by combining multiple popular technical indicators into a single, smoothed metric. It is designed to give traders a clear view of bullish and bearish trends, while filtering out short-term noise. The score incorporates signals from: PPO (Percentage Price Oscillator) – measures momentum via the difference between fast and slow EMAs. ADX (Average Directional Index) – detects trend strength. RSI (Relative Strength Index) – identifies short-term momentum swings. Stochastic RSI – measures RSI momentum and speed of change. MACD (Moving Average Convergence Divergence) – detects momentum shifts using EMA crossovers. Williams %R – highlights overbought/oversold conditions. Each component is weighted, smoothed, and optionally confirmed across a configurable number of bars, producing a stabilized composite score that reacts more reliably to significant trend changes. Key Features: Smoothed Composite Score The final score is smoothed using an EMA to reduce volatility and emphasize meaningful trends. A Sensitivity Multiplier allows traders to exaggerate the score for stronger trend signals or dampen it for quieter markets. Customizable Inputs You can adjust each indicator’s parameters, smoothing lengths, and confirm bars to suit your preferred timeframe and trading style. The sensitivity multiplier allows fine-tuning the responsiveness of the trend line without changing underlying indicator calculations. Visual Representation Score Line: Green for positive (bullish) trends, red for negative (bearish) trends, gray near neutral. Reference Lines: 0 = neutral +100 = maximum bullish -100 = maximum bearish Adaptive Background: Optionally highlights the background intensity proportional to trend strength. Strong green for bullish trends, strong red for bearish trends. Multi-Indicator Integration Combines momentum, trend, and overbought/oversold signals into a single metric. Helps identify clear entry/exit trends while avoiding whipsaw noise common in individual indicators. Recommended Use: Trend Identification: Look for sustained movement above 0 for bullish trends and below 0 for bearish trends. Exaggerated Trends: Use the Sensitivity Multiplier to emphasize strong trends. Filtering Noise: The smoothed score and confirmBars settings help reduce false signals from minor price fluctuations. Inputs Overview: Input Purpose PPO Fast EMA / Slow EMA / Signal Controls PPO momentum sensitivity ADX Length / Threshold Detects trend strength RSI Length / Overbought / Oversold Measures short-term momentum Stoch RSI Length / %K / %D Measures speed of RSI changes MACD Fast / Slow / Signal Measures momentum crossover Williams %R Length Detects overbought/oversold conditions Final Score Smoothing Length EMA smoothing for final composite score Confirm Bars for Each Signal Number of bars used to confirm individual indicator signals Sensitivity Multiplier Scales the final composite score for exaggerated trend response Highlight Background by Trend Strength Enables adaptive background coloring This indicator is suitable for traders looking for a single, clear trend metric derived from multiple indicators. It can be applied to any timeframe and can help identify both strong and emerging trends in the market.
Pine Script® indicator
by LouisMont
RSI Trendline Pro - Multi Confirmation Overview RSI Trendline Pro is an advanced Pine Script indicator that automatically draws trendlines on the RSI (Relative Strength Index) to detect support and resistance breakouts. It generates high-quality trading signals through a multi-confirmation system.​ Key Features Auto Trendlines: Detects pivot points on RSI to create intelligent support and resistance lines​ Multi-Confirmation System: Combines Volume, Stochastic RSI, ADX, and Divergence filters to reduce false signals​ RSI Divergence Detection: Automatically identifies bullish/bearish divergences between price and RSI​ Live Dashboard: Displays RSI value, active trendlines, ADX strength, and last signal info on a visual panel​ Smart Breakout Detection: Identifies trendline breaks and generates LONG/SHORT signals​ How to Use Add to TradingView: Paste code into Pine Editor and add to chart Configure Parameters: RSI Length: RSI period (default: 14)​ Pivot Strength: Trendline sensitivity (lower = more lines)​ Filters: Enable/disable Volume, Divergence, Stoch RSI, and ADX confirmations​ Follow Signals: LONG (Green): When RSI breaks resistance upward​ SHORT (Red): When RSI breaks support downward​ Divergence: "D" markers indicate potential trend reversals​ Alert Setup Script offers 4 alert types:​ LONG Breakout: Resistance break SHORT Breakout: Support break Bullish/Bearish Divergence: Divergence detection Any Signal: Combined alert for all signals Best Practices Prioritize high-volume breakouts (Volume Filter enabled)​ Trends are stronger when ADX > 25​ Confirm divergence signals with price action​ Trade when 2-3 confirmations align
Pine Script® indicator
by last_satoshi
Cora Combined Suite v1 [JopAlgo]Cora Combined Suite v1 (CCSV1) This is an 2 in 1 indicator (Overlay & Oscillator) the Cora Combined Suite v1 . CCSV1 combines a price-pane Overlay for structure/trend with a compact Oscillator for timing/pressure. It’s designed to be clear, beginner-friendly, and largely automatic: you pick a profile (Scalp / Intraday / Swing), choose whether to run as Overlay or Oscillator, and CCSV1 tunes itself in the background. What’s inside — at a glance 1) Overlay (price pane) CoRa Wave: a smooth trend line based on a compound-ratio WMA (CRWMA). Green when the slope rises (bull bias), Red when it falls (bear bias). Asymmetric ATR Cloud around the CoRa Wave Width expands more up when buyer pressure dominates and more down when seller pressure dominates. Fill is intentionally light, so candlesticks remain readable. Chop Guard (Range-Lock Gate) When the cloud stays very narrow versus ATR (classic “dead water”), pullback alerts are muted to avoid noise. Visuals don’t change—only the alerting logic goes quiet. Typical Overlay reads Trend: Follow the CoRa color; green favors long setups, red favors shorts. Value: Pullbacks into/through the cloud in trend direction are higher-quality than chasing breaks far outside it. Dominance: A visibly asymmetric cloud hints which side is funding the move (buyers vs sellers). 2) Oscillator (subpane or inline preview) Stretch-Z (columns): how far price is from the CoRa mean (mean-reversion context), clipped to ±clip. Near 0 = equilibrium; > +2 / < −2 = stretched/extended. Slope-Z (line): z-score of CoRa’s slope (momentum of the trend line). Crossing 0 upward = potential bullish impulse; downward = potential bearish impulse. VPO (stepline): a normalized Volume-Pressure read (positive = buyers funding, negative = sellers). Rendered as a clean stepline to emphasize state changes. Event Bands ±2 (subpane): thin reference lines to spot extension/exhaustion zones fast. Floor/Ceiling lines (optional): quiet boundaries so the panel doesn’t feel “bottomless.” Inline vs Subpane Inline (overlay): the oscillator auto-anchors and scales beneath price, so it never crushes the price scale. Subpane (raw): move to a new pane for the classic ±clip view (with ±2 bands). Recommended for systematic use. Why traders like it Two in one: Structure on the chart, timing in the panel—built to complement each other. Retail-first automation: Choose Scalp / Intraday / Swing and let CCSV1 auto-tune lengths, clips, and pressure windows. Robust statistics: On fast, spiky markets/timeframes, it prefers outlier-resistant math automatically for steadier signals. Optional HTF gate: You can require higher-timeframe agreement for oscillator alerts without changing visuals. Quick start (simple playbook) Run As Overlay for structure: assess trend direction, where value is (the cloud), and whether chop guard is active. Oscillator for timing: move to a subpane to see Stretch-Z, Slope-Z, VPO, and ±2 bands clearly. Profile Scalp (1–5m), Intraday (15–60m), or Swing (4H–1D). CCSV1 adjusts length/clip/pressure windows accordingly. Overlay entries Trade with CoRa color. Prefer pullbacks into/through the cloud (trend direction). If chop guard is active, wait; let the market “breathe” before engaging. Oscillator timing Look for Funded Flips: Slope-Z crossing 0 in the direction of VPO (i.e., momentum + funded pressure). Use ±2 bands to manage risk: stretched conditions can stall or revert—better to scale or wait for a clean reset. Optional HTF gate Enable to green-light only those oscillator alerts that align with your chosen higher timeframe. What each signal means (plain language) CoRa turns green/red (Overlay): trend bias shift on your chart. Cloud width tilts asymmetrically: one side (buyers/sellers) is dominating; extensions on that side are more likely. Stretch-Z near 0: fair value around CoRa; pullback timing zone. Stretch-Z > +2 / < −2: extended; watch for slowing momentum or scale decisions. Slope-Z cross up/down: new impulse starting; combine with VPO sign to avoid unfunded crosses. VPO positive/negative: net buying/selling pressure funding the move. Alerts included Overlay Pullback Long OK Pullback Short OK Oscillator Funded Flip Up / Funded Flip Down (Slope-Z crosses 0 with VPO agreement) Pullback Long Ready / Pullback Short Ready (near equilibrium with aligned momentum and pressure) Exhaustion Risk (Long/Short) (Stretch-Z beyond ±2 with weakening momentum or pressure) Tip: Keep chart alerts concise and use strategy rules (TP/SL/filters) in your trade plan. Best practices One glance workflow Read Overlay for direction + value. Use Oscillator for trigger + confirmation. Pairing Combine with S/R or your preferred execution framework (e.g., your JopAlgo setups). The suite is neutral: it won’t force trades; it highlights context and quality. Markets Works on crypto, indices, FX, and commodities. Where real volume is available, VPO is strongest; on synthetic volume, treat VPO as a soft filter. Timeframes Use the Profile preset closest to your style; feel free to fine-tune later. For multi-TF trading, enable the HTF gate on the oscillator alerts only. Inputs you’ll actually use (the rest can stay on Auto) Run As: Overlay or Oscillator. Profile: Scalp / Intraday / Swing. Oscillator Render: “Subpane (raw)” for a classic panel; “Inline (overlay)” only for a quick preview. HTF gate (optional): require higher-timeframe Slope-Z agreement for oscillator alerts. Everything else ships with sensible defaults and auto-logic. Limitations & tips Not a strategy: CCSV1 is a decision support tool; you still need your entry/exit rules and risk management. Non-repainting design: Signals finalize on bar close; intrabar graphics can adjust during the bar (Pine standard). Very flat sessions: If price and volume are extremely quiet, expect fewer alerts; that restraint is intentional. Who is this for? Beginners who want one clean overlay for structure and one simple oscillator for timing—without wrestling settings. Intermediates seeking a coherent trend/pressure framework with HTF confirmation. Advanced users who appreciate robust stats and clean engineering behind the visuals. Disclaimer: Educational purposes only. Not financial advice. Trading involves risk. Use at your own discretion.
Pine Script® indicator
by JopAlgo
🏆 AG Pro Crypto Screener & Signal Dashboard v2.7🏆 AG Pro Multi-Crypto Screener & Signal Dashboard (Completely Free) Stop wasting your valuable time navigating dozens of charts just to find opportunities! This completely free and professional signal dashboard scans up to 40 Crypto, Stock, or Forex assets for you from a single screen. The AG Pro Screener is designed for traders who need to make fast, informed decisions. It monitors the market 24/7, identifies 'Buy' signals based on its robust multi-filter strategy, and presents all opportunities on a professional "at-a-glance" interface. This is not just another indicator; it's a complete Crypto Screener and Signal Panel designed for professional traders. AG Pro Kripto Tarayıcı ve Sinyal Paneli (Multi-Crypto Screener & Signal Dashboard) ✨ Compelling Features (All 100% Free) Advanced Dashboard Design: A best-in-class professional table with "Zebra Stripes" for easy reading, a custom-branded title bar, and a compact layout. Multi-Symbol Scanning: Scans up to 40 different user-defined assets (Coins, Stocks, etc.) simultaneously. Advanced Multi-Filter Strategy (All Toggleable): Trend Filter (SMA 200): Capture only strong signals that are aligned with the main trend. Momentum Filter (RSI): Increase your success rate by confirming signals with relative strength (e.g., RSI > 50). Entry Signal (EMA Crossover): The core 'Buy' signal based on a fast/slow EMA cross (e.g., 20/50). Volume Filter: Automatically filter out low-volume, illiquid, and risky assets from your signal list. "At-a-Glance" Visual Icons: This dashboard doesn't just give signals; it shows you the quality of the signal: Trend Column: 🔼 (Uptrend) or 🔽 (Downtrend) icons instantly show if the signal is "with the trend." Signal Freshness Column: Special icons show how "fresh" the signal is: 🔥 (Hot): 0-3 bars ago (A new opportunity!) ❇️ (Fresh): 4-7 bars ago ⏳ (Old): 8+ bars ago (Signal may be stale) Fully Customizable Interface: Adjustable Text Size: Choose your own font size (Tiny, Small, Normal) to perfectly fit the table to your screen. Selectable Timeframe: Scan your current "Chart" timeframe, or lock the panel to a specific timeframe (e.g., "4H" or "1D"). Powerful Alert Support: Set up just one single alert to receive instant notifications for all new 'Buy' signals found across all 40 assets. Perfect for strategy automation and bot setups. ⚙️ How to Use Add this indicator (AG Pro Screener) to your chart. Open the Settings (⚙️) panel for the script. In the "Symbol List" section, fill the 40 empty slots with your favorite assets (e.g., BINANCE:BTCUSDT, BINANCE:ETHUSDT, NASDAQ:AAPL, etc.). In the "Strategy Settings" section, customize your filters like EMA lengths and RSI levels to match your personal system. Watch the dashboard scan the market for you and deliver signals in real-time! 🙏 Support & Feedback (Don't Forget to Like!) A lot of effort went into developing this free tool. If you find it helpful, please take one second to click the Like (👍) button and Follow me for the next scripts in the "AG Pro" series. You can leave all your suggestions and new feature requests as a comment. Happy trading!
Pine Script® indicator
by AGProLabs
1
TFRSI & RSI Analog Dial [CHE] TFRSI & RSI Analog Dial — Interactive analog visualization for TFRSI or RSI with gradient zones, radial markers, and a trailing hand pointer. Summary This indicator renders an interactive analog dial for either TFRSI or standard RSI, providing a visual gauge with gradient-filled zones for oversold, neutral, and overbought regions. The hand pointer tracks the current value, with optional trailing dots at recent positions to show momentum direction. Radial lines mark key thresholds, and a digital readout displays the exact value. This design enhances readability over linear plots by leveraging familiar clock-like intuition, reducing cognitive load during quick scans. Signals are robust due to clamping to safe bounds and mode-specific scaling, ensuring consistent display across different volatility regimes. Motivation: Why this design? Traditional linear RSI or momentum indicators often feel abstract, especially in fast-paced screening where users scan multiple assets. Sharp swings can make thresholds hard to gauge at a glance, leading to missed nuances in overbought or oversold conditions. This dial addresses that by mapping values to a curved scale with color gradients, making extremes visually pop while the hand's trail hints at recent path without cluttering the chart. The dual-mode support allows seamless switching between advanced momentum (TFRSI) and classic RSI, fitting diverse strategies without reloading scripts. What’s different vs. standard approaches? - Baseline reference: Diverges from linear plotlines like the built-in RSI oscillator, which stacks values vertically and relies on horizontal lines for thresholds. - Architecture differences: - Curved projection with perspective tilt for depth illusion, using polyline arcs instead of straight plots. - Mode-aware clamping and scaling to handle TFRSI's extended range versus RSI's standard bounds. - Persistent trail array for hand history, capped at three points to avoid performance drag. - Gradient segmentation for smooth zone transitions, rendered via multiple thin polylines. - Practical effect: Charts show a compact, rotatable dial that fits in pane corners, with colors intuitively signaling bias (lime for buy zones, red for sell). The trail adds qualitative flow without numerical overload, helping spot divergences faster than static bars. How it works (technical) The indicator first computes the selected metric: for TFRSI, it processes price accelerations through a multi-step filter involving differencing, exponential damping, and normalization to a centered scale; for RSI, it uses the standard gain-loss ratio over the specified period. The value is then clamped between mode-specific minimum and maximum bounds to prevent display overflow. This clamped value drives the hand angle on a 300-degree arc, projected from a 3D-like model rotated for perspective. Arcs for zones are built as segmented polylines, with colors interpolated linearly across the gradient. Key levels are drawn as radial lines from inner to outer radius, colored by zone. The trail maintains up to three prior angles in an array, updated only on confirmed bars to avoid repainting, and rendered as sized dots fading from small to large. Initialization seeds filter states to zero on first bar, with persistent variables holding smoothing history. Data flows from price to metric computation, clamping, angle mapping, and projection—all executed globally on the last bar for redraw efficiency. Parameter Guide Mode — Switches between TFRSI (extended momentum gauge) and RSI (classic oscillator); affects bounds, zones, and labels. Default: "TFRSI". Trade-offs: TFRSI adds sensitivity to accelerations but may amplify noise; RSI is more stable for trend confirmation. Dial Size — Sets radius in pixels, scaling all elements proportionally. Default: 200. Bounds: 50–500. Tips: Larger for detailed views, smaller for multi-pane layouts; auto-scales hand length to match. Dial Vertical Offset — Shifts entire dial up/down in pixels. Default: 0. Bounds: -200–200. Trade-offs: Negative pulls toward price action; positive spaces below—use to avoid overlap. Camera Angle — Tilts view from top-down (0) to side (90) for 3D effect. Default: 45. Bounds: 0–90. Tips: Steeper angles emphasize depth but compress horizontally; flat for precision. Resolution — Polygon sides for smooth arcs. Default: 64. Bounds: 4–64. Trade-offs: Higher reduces jaggedness but increases draw calls—balance with pane zoom. TFRSI Hand Length — Base pointer length at 200px dial, auto-scaled. Default: 170. Bounds: 10–200. Tips: Longer for emphasis in large dials; shorter avoids edge clipping. Show TFRSI Hand — Toggles pointer visibility. Default: true. Trade-offs: Off for clean zones only; on for value tracking. Show Hand Trail Dots — Displays 3 fading dots at recent tips. Default: true. Trade-offs: Adds motion context but may clutter static views—disable in alerts. TFRSI Hand Color — Pointer hue, used for trail dots too. Default: 7E57C2. Tips: Match strategy theme; gradients auto-blend to zones. Dial Base Color — Arc outline/fill tint. Default: blue. Trade-offs: Opaque for contrast; transparent blends with background. Neutral Color (50) — Mid-zone shade. Default: gray. Tips: Neutral tones reduce bias in balanced markets. Oversold Color — Low-zone fill. Default: lime. Trade-offs: Bright for alerts; muted for subtlety. Overbought Color — High-zone fill. Default: red. Trade-offs: As above—pair with hand blending. Label Size — Text scaling for thresholds. Default: "normal". Options: tiny/small/normal/large/huge. Tips: Smaller for dense charts; larger for presentations. Digital TFRSI Size — Readout font. Default: "large". Options: as above. Trade-offs: Balances visibility without dominating dial. Digital Vertical Offset — Readout position shift. Default: -50. Bounds: -200–200. Tips: Negative centers above dial; adjust for multi-indicators. TFRSI Length — Core lookback for accelerations. Default: 6. Min: 1. Trade-offs: Shorter heightens reactivity, risks whipsaws; longer smooths extremes. TFRSI Trigger Length — Final smoothing passes. Default: 2. Min: 1. Tips: Increase for fewer false crosses; decrease for quicker pivots. RSI Length — Period for gain-loss averaging. Default: 14. Min: 1. Trade-offs: Classic 14 balances; shorter for scalps, longer for swings. Reading & Interpretation The dial arcs sweep from overbought (right, red) through neutral (top, gray) to oversold (left, lime), with the hand pointing to the current value—clockwise for rising, counterclockwise for falling. Trail dots grow larger toward the present, colored to match hand zones, indicating recent direction without numbers. Threshold lines thicken at center (50) for quick zeroing; labels confirm levels. Digital readout below shows precise value prefixed by mode. Hand color gradients from neutral to extremes signal building pressure verbally: deepening red warns of potential pullbacks, brightening lime suggests bounces. Practical Workflows & Combinations Trend following: Enter long when hand crosses above 50 from oversold trail; confirm with higher highs in price structure. Filter shorts below 50 in downtrends using volume spikes. Exits/Stops: Trail stops to recent dot positions in overbought; tighten on red gradients exceeding thresholds. Conservative: Exit at neutral; aggressive: Hold to extremes if trail aligns with momentum. Multi-asset/Multi-TF: Defaults suit forex/stocks on 1H–4H; for crypto, shorten lengths by 20% for volatility. Stack with HTF security calls (e.g., daily mode on 15m chart) for confluence—watch for alignment across dials. Behavior, Constraints & Performance Closed-bar updates ensure no repainting; live bars show provisional hand/trail, confirmed on close. No security or HTF calls, so zero lookahead bias. Resources: Caps at 500 lines/labels/polylines, rebuilds only on last bar; max_bars_back=2000 handles history without lag. Known limits: Trail may stutter in flat markets; gradients approximate smooth fills via segments, visible at low resolution. Sensible Defaults & Quick Tuning Start with TFRSI mode, length=6, trigger=2 for responsive momentum on daily charts. Too choppy? Bump trigger to 4 for stability. Lagging entries? Drop length to 4, watch for overreactions. For RSI trend filter, set length=21; combine with MA cross for entries when dial nears 30/70. What this indicator is—and isn’t This is a visualization layer for momentum gauges, aiding quick bias assessment and threshold spotting. Pair it with price action, volume, and risk rules for decisions. It’s not a standalone signal generator or predictive tool—values reflect past data, prone to whipsaws in ranging conditions. Disclaimer The content provided, including all code and materials, is strictly for educational and informational purposes only. It is not intended as, and should not be interpreted as, financial advice, a recommendation to buy or sell any financial instrument, or an offer of any financial product or service. All strategies, tools, and examples discussed are provided for illustrative purposes to demonstrate coding techniques and the functionality of Pine Script within a trading context. Any results from strategies or tools provided are hypothetical, and past performance is not indicative of future results. Trading and investing involve high risk, including the potential loss of principal, and may not be suitable for all individuals. Before making any trading decisions, please consult with a qualified financial professional to understand the risks involved. By using this script, you acknowledge and agree that any trading decisions are made solely at your discretion and risk. Do not use this indicator on Heikin-Ashi, Renko, Kagi, Point-and-Figure, or Range charts, as these chart types can produce unrealistic results for signal markers and alerts. Best regards and happy trading Chervolino
Pine Script® indicator
by chervolino
Automated Z-scoring - [JTCAPITAL]Automated Z-Scoring - is a modified way to use statistical normalization through Z-Scores for analyzing price deviations, volatility extremes, and mean reversion opportunities in financial markets. The indicator works by calculating in the following steps: Source Selection The indicator begins by selecting a user-defined price source (default is the Close price). Traders can modify this to use any indicator that is deployed on the chart, for accurate and fast Z-scoring. Mean Calculation A Simple Moving Average (SMA) is calculated over the selected length period (default 3000). This represents the long-term equilibrium price level or the “statistical mean” of the dataset. It provides the baseline around which all price deviations are measured. Standard Deviation Measurement The script computes the Standard Deviation of the price series over the same period. This value quantifies how far current prices tend to stray from the mean — effectively measuring market volatility. The larger the standard deviation, the more volatile the market environment. Z-Score Normalization The Z-Score is calculated as: (Current Price − Mean) ÷ Standard Deviation . This normalization expresses how many standard deviations the current price is away from its long-term average. A Z-Score above 0 means the price is above average, while a negative score indicates it is below average. Visual Representation The Z-Score is plotted dynamically, with color-coding for clarity: Bullish readings (Z > 0) are showing positive deviation from the mean. Bearish readings (Z < 0) are showing negative deviation from the mean. Make sure to select the correct source for what you exactly want to Z-score. Buy and Sell Conditions: While the indicator itself is designed as a statistical framework rather than a direct buy/sell signal generator, traders can derive actionable strategies from its behavior: Trend Following: When the Z-Score crosses above zero after a prolonged negative period, it suggests a return to or above the mean — a possible bullish reversal or trend continuation signal. Mean Reversion: When the Z-score is below for example -1.5 it indicates a good time for a DCA buying opportunity. Trend Following: When the Z-Score crosses below zero after being positive, it may indicate a momentum slowdown or bearish shift. Mean Reversion: When the Z-score is above for example 1.5 it indicates a good time for a DCA sell opportunity Features and Parameters: Length – Defines the period for both SMA and Standard Deviation. A longer length smooths the Z-Score and captures broader market context, while a shorter length increases responsiveness. Source – Allows the user to choose which price data is analyzed (Close, Open, High, Low, etc.). Fill Visualization – Highlights the magnitude of deviation between the Z-Score and the zero baseline, enhancing readability of volatility extremes. Specifications: Mean (Simple Moving Average) The SMA calculates the average of the selected source over the defined length. It provides a central value to which the price tends to revert. In this indicator, the mean acts as the equilibrium point — the “zero” reference for all deviations. Standard Deviation Standard Deviation measures the dispersion of data points from their mean. In trading, it quantifies volatility. A high standard deviation indicates that prices are spread out (volatile), while a low value means they are clustered near the average (stable). The indicator uses this to scale deviations consistently across different market conditions. Z-Score The Z-Score converts raw price data into a standardized value measured in units of standard deviation. A Z-Score of 0 = Price equals its mean. A Z-Score of +1 = Price is one standard deviation above the mean. A Z-Score of −1 = Price is one standard deviation below the mean. This allows comparison of deviation magnitudes across instruments or timeframes, independent of price level. Length Parameter A long lookback period (e.g., 3000 bars) smooths temporary volatility and reveals long-term mean deviations — ideal for macro trend identification. Shorter lengths (e.g., 100–500) capture quicker oscillations and are useful for short-term mean reversion trades. Statistical Interpretation From a probabilistic perspective, if the distribution of prices is roughly normal: About 68% of price observations lie within ±1 standard deviation (Z between −1 and +1). About 95% lie within ±2 standard deviations. Therefore, when the Z-Score moves beyond ±2, it statistically represents a rare event — often corresponding to price extremes or potential reversal zones. Practical Benefit of Z-Scoring in Trading Z-Scoring transforms raw price into a normalized volatility-adjusted metric. This allows traders to: Compare instruments on a common statistical scale. Identify mean-reversion setups more objectively. Spot volatility expansions or contractions early. Detect when price action significantly diverges from long-term equilibrium. By automating this process, Automated Z-Scoring - provides traders with a powerful analytical lens to measure how “stretched” the market truly is — turning abstract statistics into a visually intuitive and actionable form. Enjoy!
Pine Script® indicator
by JTCapitalNL
6
Ultimate Oscillator (ULTOSC)The Ultimate Oscillator (ULTOSC) is a technical momentum indicator developed by Larry Williams that combines three different time periods to reduce the volatility and false signals common in single-period oscillators. By using a weighted average of three Stochastic-like calculations across short, medium, and long-term periods, the Ultimate Oscillator provides a more comprehensive view of market momentum while maintaining sensitivity to price changes. The indicator addresses the common problem of oscillators being either too sensitive (generating many false signals) or too slow (missing opportunities). By incorporating multiple timeframes with decreasing weights for longer periods, ULTOSC attempts to capture both short-term momentum shifts and longer-term trend strength, making it particularly valuable for identifying divergences and potential reversal points. ## Core Concepts * **Multi-timeframe analysis:** Combines three different periods (typically 7, 14, 28) to capture various momentum cycles * **Weighted averaging:** Assigns higher weights to shorter periods for responsiveness while including longer periods for stability * **Buying pressure focus:** Measures the relationship between closing price and the true range rather than just high-low range * **Divergence detection:** Particularly effective at identifying momentum divergences that precede price reversals * **Normalized scale:** Oscillates between 0 and 100, with clear overbought/oversold levels ## Common Settings and Parameters | Parameter | Default | Function | When to Adjust | |-----------|---------|----------|---------------| | Fast Period | 7 | Short-term momentum calculation | Lower (5-6) for more sensitivity, higher (9-12) for smoother signals | | Medium Period | 14 | Medium-term momentum calculation | Adjust based on typical swing duration in the market | | Slow Period | 28 | Long-term momentum calculation | Higher values (35-42) for longer-term position trading | | Fast Weight | 4.0 | Weight applied to fast period | Higher weight increases short-term sensitivity | | Medium Weight | 2.0 | Weight applied to medium period | Adjust to balance medium-term influence | | Slow Weight | 1.0 | Weight applied to slow period | Usually kept at 1.0 as the baseline weight | **Pro Tip:** The classic 7/14/28 periods with 4/2/1 weights work well for most markets, but consider using 5/10/20 with adjusted weights for faster markets or 14/28/56 for longer-term analysis. ## Calculation and Mathematical Foundation **Simplified explanation:** The Ultimate Oscillator calculates three separate "buying pressure" ratios using different time periods, then combines them using weighted averaging. Buying pressure is defined as the close minus the true low, divided by the true range. **Technical formula:** ``` BP = Close - Min(Low, Previous Close) TR = Max(High, Previous Close) - Min(Low, Previous Close) BP_Sum_Fast = Sum(BP, Fast Period) TR_Sum_Fast = Sum(TR, Fast Period) Raw_Fast = 100 × (BP_Sum_Fast / TR_Sum_Fast) BP_Sum_Medium = Sum(BP, Medium Period) TR_Sum_Medium = Sum(TR, Medium Period) Raw_Medium = 100 × (BP_Sum_Medium / TR_Sum_Medium) BP_Sum_Slow = Sum(BP, Slow Period) TR_Sum_Slow = Sum(TR, Slow Period) Raw_Slow = 100 × (BP_Sum_Slow / TR_Sum_Slow) ULTOSC = 100 × / (Fast_Weight + Medium_Weight + Slow_Weight) ``` Where: - BP = Buying Pressure - TR = True Range - Fast Period = 7, Medium Period = 14, Slow Period = 28 (defaults) - Fast Weight = 4, Medium Weight = 2, Slow Weight = 1 (defaults) > 🔍 **Technical Note:** The implementation uses efficient circular buffers for all three period calculations, maintaining O(1) time complexity per bar. The algorithm properly handles true range calculations including gaps and ensures accurate buying pressure measurements across all timeframes. ## Interpretation Details ULTOSC provides several analytical perspectives: * **Overbought/Oversold conditions:** Values above 70 suggest overbought conditions, below 30 suggest oversold conditions * **Momentum direction:** Rising ULTOSC indicates increasing buying pressure, falling indicates increasing selling pressure * **Divergence analysis:** Divergences between ULTOSC and price often precede significant reversals * **Trend confirmation:** ULTOSC direction can confirm or question the prevailing price trend * **Signal quality:** Extreme readings (>80 or <20) indicate strong momentum that may be unsustainable * **Multiple timeframe consensus:** When all three underlying periods agree, signals are typically more reliable ## Trading Applications **Primary Uses:** - **Divergence trading:** Identify when momentum diverges from price for reversal signals - **Overbought/oversold identification:** Find potential entry/exit points at extreme levels - **Trend confirmation:** Validate breakouts and trend continuations - **Momentum analysis:** Assess the strength of current price movements **Advanced Strategies:** - **Multi-divergence confirmation:** Look for divergences across multiple timeframes - **Momentum breakouts:** Trade when ULTOSC breaks above/below key levels with volume - **Swing trading entries:** Use oversold/overbought levels for swing position entries - **Trend strength assessment:** Evaluate trend quality using momentum consistency ## Signal Combinations **Strong Bullish Signals:** - ULTOSC rises from oversold territory (<30) with positive price divergence - ULTOSC breaks above 50 after forming a base near 30 - All three underlying periods show increasing buying pressure **Strong Bearish Signals:** - ULTOSC falls from overbought territory (>70) with negative price divergence - ULTOSC breaks below 50 after forming a top near 70 - All three underlying periods show decreasing buying pressure **Divergence Signals:** - **Bullish divergence:** Price makes lower lows while ULTOSC makes higher lows - **Bearish divergence:** Price makes higher highs while ULTOSC makes lower highs - **Hidden bullish divergence:** Price makes higher lows while ULTOSC makes lower lows (trend continuation) - **Hidden bearish divergence:** Price makes lower highs while ULTOSC makes higher highs (trend continuation) ## Comparison with Related Oscillators | Indicator | Periods | Focus | Best Use Case | |-----------|---------|-------|---------------| | **Ultimate Oscillator** | 3 periods | Buying pressure | Divergence detection | | **Stochastic** | 1-2 periods | Price position | Overbought/oversold | | **RSI** | 1 period | Price momentum | Momentum analysis | | **Williams %R** | 1 period | Price position | Short-term signals | ## Advanced Configurations **Fast Trading Setup:** - Fast: 5, Medium: 10, Slow: 20 - Weights: 4/2/1, Thresholds: 75/25 **Standard Setup:** - Fast: 7, Medium: 14, Slow: 28 - Weights: 4/2/1, Thresholds: 70/30 **Conservative Setup:** - Fast: 14, Medium: 28, Slow: 56 - Weights: 3/2/1, Thresholds: 65/35 **Divergence Focused:** - Fast: 7, Medium: 14, Slow: 28 - Weights: 2/2/2, Thresholds: 70/30 ## Market-Specific Adjustments **Volatile Markets:** - Use longer periods (10/20/40) to reduce noise - Consider higher threshold levels (75/25) - Focus on extreme readings for signal quality **Trending Markets:** - Emphasize divergence analysis over absolute levels - Look for momentum confirmation rather than reversal signals - Use hidden divergences for trend continuation **Range-Bound Markets:** - Standard overbought/oversold levels work well - Trade reversals from extreme levels - Combine with support/resistance analysis ## Limitations and Considerations * **Lagging component:** Contains inherent lag due to multiple moving average calculations * **Complex calculation:** More computationally intensive than single-period oscillators * **Parameter sensitivity:** Performance varies significantly with different period/weight combinations * **Market dependency:** Most effective in trending markets with clear momentum patterns * **False divergences:** Not all divergences lead to significant price reversals * **Whipsaw potential:** Can generate conflicting signals in choppy markets ## Best Practices **Effective Usage:** - Focus on divergences rather than absolute overbought/oversold levels - Combine with trend analysis for context - Use multiple timeframe analysis for confirmation - Pay attention to the speed of momentum changes **Common Mistakes:** - Over-relying on overbought/oversold levels in strong trends - Ignoring the underlying trend direction - Using inappropriate period settings for the market being analyzed - Trading every divergence without additional confirmation **Signal Enhancement:** - Combine with volume analysis for confirmation - Use price action context (support/resistance levels) - Consider market volatility when setting thresholds - Look for convergence across multiple momentum indicators ## Historical Context and Development The Ultimate Oscillator was developed by Larry Williams and introduced in his 1985 article "The Ultimate Oscillator" in Technical Analysis of Stocks and Commodities magazine. Williams designed it to address the limitations of single-period oscillators by: - Reducing false signals through multi-timeframe analysis - Maintaining sensitivity to short-term momentum changes - Providing more reliable divergence signals - Creating a more robust momentum measurement tool The indicator has become a standard tool in technical analysis, particularly valued for its divergence detection capabilities and its balanced approach to momentum measurement. ## References * Williams, L. R. (1985). The Ultimate Oscillator. Technical Analysis of Stocks and Commodities, 3(4). * Williams, L. R. (1999). Long-Term Secrets to Short-Term Trading. Wiley Trading.
Pine Script® indicator
by mihakralj
Buying/Selling PressureBuying/Selling Pressure - Volume-Based Market Sentiment Buying/Selling Pressure identifies market dominance by separating volume into buying and selling components. The indicator uses Volume ATR normalization to create a universal pressure oscillator that works consistently across all markets and timeframes. What is Buying/Selling Pressure? This indicator answers a fundamental question: Are buyers or sellers in control? By analyzing how volume distributes within each bar, it calculates cumulative buying and selling pressure, then normalizes the result using Volume ATR for cross-market comparability. Formula: × 100 Where Delta = Buying Volume - Selling Volume Calculation Methods Money Flow (Recommended): Volume weighted by close position in bar range. Close near high = buying pressure, close near low = selling pressure. Formula: / (high - low) Simple Delta: Basic approach where bullish bars = 100% buying, bearish bars = 100% selling. Weighted Delta: Volume weighted by body size relative to total range, focusing on candle strength. Key Features Volume ATR Normalization: Adapts to volume volatility for consistent readings across assets Cumulative Delta: Tracks net buying/selling pressure over time (similar to OBV) Signal Line: EMA smoothing for trend identification and crossover signals Zero Line: Clear visual separation between buyer and seller dominance Color-Coded Display: Green area = buyers control, red area = sellers control Interpretation Above Zero: Buyers dominating - cumulative buying pressure exceeds selling Below Zero: Sellers dominating - cumulative selling pressure exceeds buying Cross Signal Line: Momentum shift - pressure trend changing direction Increasing Magnitude: Strengthening pressure in current direction Decreasing Magnitude: Weakening pressure, potential reversal Volume vs Pressure High volume with low pressure indicates balanced battle between buyers and sellers. High pressure with high volume confirms strong directional conviction. This separation provides insights beyond traditional volume analysis. Best Practices Use with price action for confirmation Divergences signal potential reversals (price makes new high/low but pressure doesn't) Large volume with near-zero pressure = indecision, breakout preparation Signal line crossovers provide momentum change signals Extreme readings suggest potential exhaustion Settings Calculation Method: Choose Money Flow, Simple Delta, or Weighted Delta EMA Length: Period for cumulative delta smoothing (default: 21) Signal Line: Optional EMA of oscillator for crossover signals (default: 9) Buying/Selling Pressure transforms volume analysis into actionable market sentiment, revealing whether buyers or sellers control price action beneath surface volatility. This indicator is designed for educational and analytical purposes. Past performance does not guarantee future results. Always conduct thorough research and consider consulting with financial professionals before making investment decisions.
Pine Script® indicator
by audrius_exe