Mulakan

Relative-strength

Hidden Relative Strength [ST]**Hidden Relative Strength ** is a professional Relative Strength indicator inspired by institutional trading logic (SMB Capital concepts). It is designed to uncover "Hidden Accumulation" by comparing a stock's performance against a benchmark (SPY/QQQ), but with a crucial mathematical twist: **ATR Normalization**. ### 🧩 The Problem with Standard RS Most Relative Strength indicators simply divide Stock Price by Index Price (`Stock / SPY`). * **The Flaw:** High-beta stocks (like TSLA or NVDA) are naturally more volatile. In a standard ratio chart, this volatility is often mistaken for strength, generating false signals just because the stock moves faster than the index. ### 💡 The Solution: ATR Normalization This indicator levels the playing field by normalizing price movement based on volatility. * It calculates how many "ATRs" the stock moved versus how many "ATRs" the benchmark moved. * **Formula:** `(Stock Change / Stock ATR) - (Benchmark Change / Benchmark ATR)` * The result is accumulated into a single Dark Blue trend line. ### 📚 How to Use (The "Down Day" Scanner) This tool shines when the broad market is weak. 1. **Market Sell-Off:** Look for days when the SPY/QQQ is dropping (Red Day). 2. **Divergence:** If the **Hidden RS ** line is rising or holding flat while the market drops, it reveals a hidden institutional bid. 3. **Action:** Add these stocks to your priority watchlist. They are often the first to explode higher once market pressure lifts. ### ⚙️ Standardization * **Fast Reaction:** Uses a default 5-period ATR (Simple Moving Average) to capture shifts quickly, matching the SMB "Fast" logic. * **Visuals:** Features a clean Dark Blue line with an optimized Y-axis scale (10x multiplier) for easy reading of daily changes. * **Benchmark:** Defaults to **QQQ** (Nasdaq), but can be changed to SPY or IWM in settings. --- *Disclaimer: This tool is for educational purposes and technical analysis assistance only. Always manage your risk.*
Penunjuk Pine Script®
oleh impressive_Storkj9gr3
SAl VWAP LITE SA Final VWAP — LITE (Beginner Guide) This strategy is designed to only take trades when 3 layers agree: Market posture (HTF = 1H VWAP direction) Mid confirmation (MID = 15m VWAP direction) Execution entry (your chart timeframe signal: SMA trend + VWAP + wick flip + RSI) It’s built to avoid chop by requiring trend + location + momentum + a reversal wick trigger. 1) What the script does (in plain English) A Long (green) signal happens only when ALL are true: ✅ HTF VWAP is bullish (price above VWAP on 1H) ✅ MID VWAP is bullish (price above VWAP on 15m) ✅ Execution trend is bullish (SMA3 > SMA8 AND close > SMA8) ✅ Price is above VWAP on your current chart ✅ The prior candle had an upper wick (bearish rejection wick) ✅ RSI is strong (RSI > 55 by default) A Short (red) signal happens only when ALL are true: ✅ HTF VWAP is bearish (price below VWAP on 1H) ✅ MID VWAP is bearish (price below VWAP on 15m) ✅ Execution trend is bearish (SMA3 < SMA8 AND close < SMA8) ✅ Price is below VWAP on your current chart ✅ The prior candle had a lower wick (bullish rejection wick) ✅ RSI is weak (RSI < 45 by default) If those aren’t met, candles stay gray = no trade / neutral. 2) How to add it on TradingView (step-by-step) Open TradingView Click Pine Editor (bottom panel) Paste the full script Click Save Click Add to chart Go to Strategy Tester (bottom) to view results If you want alerts: You can still create alerts for strategy orders, but it works best if we convert it to an indicator version with alert conditions. (If you want, tell me and I’ll generate that version.) 3) Best instruments to use it on This type of VWAP+trend+RSI filter works best on instruments with: High liquidity Clean trend behavior Tight spreads / stable fills Best: Index futures: NQ / ES Index ETFs: QQQ / SPY Very liquid mega caps: AAPL / MSFT / NVDA Avoid thin stocks or random low-volume names. 4) Best timeframes to run it on (beginner safe) ✅ Recommended execution timeframes (where entries trigger) 1 minute (fast, best if you’re experienced) 3 minute (balanced) 5 minute (most beginner friendly) ✅ Gate timeframes (already built in) HTF = 60 min MID = 15 min These should usually stay as-is. 5) How to interpret the candle colors Green candle = A valid LONG signal fired on that bar Red candle = A valid SHORT signal fired on that bar Gray candle = No signal (do nothing) This is important: Gray is a feature, not a problem. Gray means the system is protecting you from chop. 6) What “Strict Mode (HTF=MID)” really means When Strict Mode = ON: HTF and MID must agree exactly This reduces signals but improves quality When Strict Mode = OFF: HTF alone can allow direction More trades, more noise Beginner rule: keep Strict Mode ON. 7) How to trade it (simple beginner rules) Long trade rules Wait for a green candle (signal candle) Enter at the close of the candle (or next candle open) Use your stop (your script currently uses TP+SL inside strategy) Short trade rules Wait for a red candle Enter at the close (or next candle open) Respect stop loss Most important discipline rule Do not take trades “because it’s close.” Take only when the candle is green/red. 8) Why the wick rule is powerful This is a key “needle shifter.” Long requires prior bearish wick (upper wick): That shows sellers tried to push up resistance / reject price — and failed. If the market is still above VWAP + trend is up, that wick often marks a “dip-then-go” continuation. Short requires prior bullish wick (lower wick): Buyers tried to defend and push up — but got rejected. Under VWAP + downtrend + weak RSI, that wick often becomes the last pullback before continuation down. So the wick rule helps avoid entering mid-candle or late chase entries. 9) How to avoid the 100-point reversal problem you mentioned Those big reversals usually come from one of these: (A) Taking signals inside chop Fix: keep Strict Mode ON, and keep RSI thresholds. (B) Trading directly into a major support/resistance zone Fix: Avoid entries right at prior day high/low, overnight high/low, or major swing points Don’t short directly into support; don’t long into resistance (C) News spikes Fix: Avoid trading major news windows (CPI, FOMC, Powell, NFP) VWAP systems can get steamrolled temporarily during high-impact releases 10) Beginner settings I recommend (starting defaults) Keep these: Strict Mode = ✅ ON RSI Length = 14 RSI Bull > 55 RSI Bear < 45 SMA = 3 & 8 (as you have now) HTF = 60m, MID = 15m If you want fewer trades but higher quality: RSI Bull > 58 RSI Bear < 42 wickMinTicks = 2 (filters tiny meaningless wicks) 11) What you should NOT do (common beginner mistakes) ❌ Don’t take trades when candles are gray ❌ Don’t reverse immediately because the opposite color appears one candle later ❌ Don’t use this as a prediction tool — it’s a confirmation tool ❌ Don’t force trades in low volume periods (midday chop) 12) Best “times of day” to trade it (for index products) For NQ/ES/QQQ/SPY, the cleanest VWAP trend behavior is usually: 9:35–11:00 ET (best) 1:30–3:30 ET (good) Avoid 11:30–1:15 ET (chop zone) Why You Should Monitor the Strategy Report (Very Important) This script is intentionally published as a strategy, not just an indicator. That is by design. The Strategy Tester Report is a core part of how this tool should be evaluated. When you open the Strategy Tester tab in TradingView, you gain insight into: Win rate consistency across timeframes Drawdown behavior during choppy vs trending conditions How often signals occur (selectivity matters) Performance differences between 1m, 3m, and 5m charts The value of the HTF + MID gating logic during high-risk periods ⚠️ Do not judge this tool based on a handful of trades or one session. Its real value shows up when you observe: Fewer trades during chop Cleaner participation during directional sessions Reduced exposure during regime conflict This is exactly why the higher-timeframe VWAP posture and RSI/wick filters exist. 🧠 How to Use the Strategy Report Effectively (Beginner Tip) To properly evaluate the system: Apply the strategy to one instrument (ex: NQ, ES, QQQ) Test one execution timeframe at a time (1m, 3m, or 5m) Keep HTF = 60m and MID = 15m fixed Review results over multiple days, not single sessions Pay attention to: Max drawdown Trade clustering Losing streak behavior (this matters more than win rate alone) This will give you a much more realistic understanding of what the system is designed to do. 🔒 About This Script (Important Notice) This SA Final VWAP — LITE script is intentionally: Condensed Restricted Directionally gated Missing advanced logic layers It represents the last free public release of this VWAP-based framework. The full version includes additional proprietary components such as: Expanded regime classification Enhanced VWAP slope and acceptance logic Advanced no-trade zones Multi-setup prioritization Internal failure-state suppression Additional probabilistic filters not exposed here These components materially change behavior during difficult market conditions and are not included in this public script. 📩 For Serious Users / Full Version Access If you find this indicator useful, insightful, or different from typical TradingView tools, you are encouraged to reach out directly. This script is meant to: Demonstrate the core logic Allow you to validate performance via the strategy report Help you decide whether the full framework is appropriate for your trading 📬 For access to the complete version and additional attributes of the algorithm, contact the author directly. This separation is intentional to: Protect intellectual property Maintain system integrity Ensure serious users receive proper context and guidance 🧭 Final Note This is not a prediction tool. It is a confirmation and participation framework designed to operate when probability, structure, and momentum align. Gray candles are protection. Green and red candles are permission. Use it with patience, discipline, and proper evaluation — and let the strategy report tell you the real story.
Strategi Pine Script®
oleh SignalArchitecT_AI
RSI [Hash Capital Research]RSI is a visually enhanced momentum indicator built on the classic Relative Strength Index. This version expands RSI into a more flexible analytical tool through smoothing options, adaptive zone-based coloring, optional signal line overlays, and divergence detection. It is designed as a context-building indicator, not a standalone entry system. What This Indicator Does This script calculates a smoothed RSI using user-defined parameters and then provides multiple optional enhancements: 1. Adaptive RSI Visualization The core RSI is plotted with: Zone-based color changes (neutral, oversold, overbought) Optional glow effects to emphasize extreme conditions User-defined color intensity and midline visibility The goal is to provide clearer visual segmentation of trend strength and momentum behavior. 2. Custom Smoothing & Signal Line Options The indicator allows: Multi-layer smoothing for RSI stability An optional signal line using the trader’s preferred moving-average method (SMA, EMA, SMMA/RMA, WMA, VWMA) This helps operators examine whether momentum is accelerating or stabilizing relative to its mean. 3. Overbought/Oversold Tools User-defined thresholds determine: Highlighted zones Optional markers for extreme reversals (based on RSI + momentum + velocity criteria) Midline (50) cross highlights for trend-bias transitions These features help contextualize where the RSI sits relative to broader momentum regimes. 4. Divergence Detection (Optional) When enabled, the script scans for regular bullish and bearish divergences using pivot-based structure. It compares: Price making lower lows vs RSI making higher lows (bullish) Price making higher highs vs RSI making lower highs (bearish) Detected divergences are plotted on the RSI panel with visual labels. This detection uses pivot lookbacks and range limits defined by the user. 5. Alerts The indicator provides optional alerts for: Extreme reversals Overbought/oversold momentum shifts Midline (50) crossovers Bullish / bearish divergences Alerts are intended for monitoring, not for automated execution. How to Use It This RSI modification is intended to support broader analysis workflows, including: Identifying regime shifts using midline crosses Monitoring momentum structure across trend phases Highlighting oversold or overbought clustering Adding a visual signal line to interpret momentum smoothing Spotting divergence between price and RSI As with all indicators, this tool should be used as one component of a complete analysis framework. What Makes This Version Distinct This script maintains the core behavior of RSI but introduces: A multi-layer smoothing system Adaptive colors calibrated to oversold/neutral/overbought zones Optional glow visualizations A modular signal-line engine with multiple MA types Configurable divergence detection with visual labels Multiple marker placement modes for extreme conditions These features expand RSI’s readability while keeping its underlying logic transparent and consistent with common operator workflows. Important Notes This is an indicator, not a strategy. It does not execute trades or calculate performance metrics. The visual enhancements are designed to improve clarity, not to generate automated “buy” or “sell” systems. Divergence detection is optional because divergence is inherently contextual and may not apply equally across all markets or timeframes.
Penunjuk Pine Script®
oleh Hash_Capital
2
RS Score (1-100) vs NQ/ES/YM - TP# RS Score (1–100) vs NQ/ES/YM — How to Use & Interpret ## What this indicator is doing It gives you a **single score from 1 to 100** that tells you whether a stock is acting like a **leader** or a **laggard** compared to the **overall U.S. market** (Nasdaq + S&P + Dow), using about **1 year of data**. --- ## The core idea: “Is this stock beating the market?” This script compares your stock to a blended benchmark of: * **Nasdaq futures (NQ)** * **S&P futures (ES)** * **Dow futures (YM)** ### Why that matters A stock can be going up, but if the market is going up faster, the stock is **not a leader**. This tool answers: * “Is this stock outperforming the big market?” * “Is it doing it consistently, or is it just wild and noisy?” --- ## What the 1–100 score means Think of **50** as the “middle line.” ### The most important rule * **Above 50 = outperforming the market blend** * **Below 50 = underperforming** * **Around 50 = roughly market-like** ### Easy interpretation bands * **80–100 (Strong Leader):** stock is outperforming the market clearly and consistently * **60–80 (Healthy):** generally outperforming, decent leadership * **45–60 (Neutral-ish):** not special, close to market performance * **30–45 (Weak):** lagging the market * **1–30 (Very Weak):** strong underperformance **Think “leaders live above 50,” and “real leaders tend to stay 70+.”** --- ## Why this score is “smarter” than just comparing returns This script doesn’t just ask *“did it outperform?”* It also asks *“did it outperform in a clean, steady way?”* So it penalizes: * choppy, unstable performance * “one lucky spike” moves That’s why it’s great for finding **higher-quality leadership**. --- ## Timeframe consistency: why it works on Daily, Weekly, Monthly You added **Lock to last completed Daily bar**. That means: * it uses the **same daily reference point** no matter what chart timeframe you switch to * your RS score won’t “walk around” just because the current day/week/month is still forming **Practical meaning:** If your score says 72, it should be 72 whether you’re looking at Daily, Weekly, or Monthly (as of the last completed day). --- ## The “RS New High” marker (NH) — what it’s telling you The marker shows when your RS score hits a **new high** over your chosen lookback period (default ~252 trading days). ### In plain terms: > “This stock is now showing its strongest relative performance vs the market (in about a year).” ### Why it’s powerful A lot of the best leaders: * show RS new highs **before** price breaks out * or show RS new highs **during** breakouts **So NH is a “leadership confirmation” signal.** ### How to use NH in real life * **Best case:** RS hits a new high **while price is near breakout levels** → this often means institutions are accumulating and the stock is acting like a leader * **Okay case:** price makes new highs but RS does not → stock is rising, but it’s not leading (could still work, but less attractive) --- ## Divergences: when RS and price disagree This is one of the most useful ways to use RS. ### Bearish divergence (warning) **Price makes a higher high, but RS makes a lower high.** In simple terms: > “The stock is still going up, but it’s losing leadership versus the market.” This often shows up before: * pullbacks * breakout failures * trend weakening * rotation into stronger names **It’s a caution sign, not an automatic sell.** ### Bullish divergence (early strength) **Price makes a lower low, but RS makes a higher low.** In simple terms: > “The stock is holding up better than the market — strength is building underneath.” This can happen before: * reversals * strong bounce setups * early leadership emergence --- ## How to use this indicator in a simple trading workflow ### 1) Screening (finding leaders) When scanning charts: * Prefer stocks **above 50** * Strong candidates are typically **70+** * Bonus points if you see **NH markers** recently **Quick rule:** If RS < 50, it’s usually not worth your time unless you’re hunting deep value turnarounds. --- ### 2) Breakouts (confirming quality) When a stock is near a breakout point: * You want RS to be **rising** * Ideally RS is near highs or prints **NH** If price breaks out but RS is weak: * it’s more likely to be a “meh breakout” * sometimes it works, but it’s less “leader-like” --- ### 3) Managing positions (leadership health check) If you’re already holding: * RS staying high and rising = healthy leadership * RS rolling over while price still rises = **possible early warning** * RS plunging under 50 = the stock is now **lagging the market** (big red flag) --- ## Common “mistakes” and how to avoid them ### Mistake 1: Thinking RS > 50 means “guaranteed winner” No — it means it’s acting **stronger than the market**, but price action still matters. Use it with: * trend structure * volume/accumulation * breakout levels ### Mistake 2: Overreacting to one divergence One divergence is a warning. You want confirmation like: * failed breakout * heavy sell volume * loss of key moving averages * repeated RS lower highs ### Mistake 3: Comparing RS values across totally different markets without context RS works best when: * comparing stocks within the same broad market environment * keeping the same benchmark blend and same lookback --- ## Simple cheat sheet * **RS > 50:** outperforming market (good) * **RS 70–100:** leader zone * **NH marker:** strongest relative strength in lookback window (leadership confirmation) * **Price HH + RS LH:** bearish divergence (leadership weakening) * **Price LL + RS HL:** bullish divergence (strength building) Thank you!
Penunjuk Pine Script®
oleh TradersPod
Ultimate Major Contextual Dashboard (Multi-Asset)Overview : The Ultimate Major Dashboard is a performance-optimized market overview tool designed to provide a consolidated snapshot of the 7 major Forex pairs and Gold. It aggregates correlation, trend, momentum, and volatility data into a single, clean table, allowing users to view broader market context without switching charts. Technical Logic & Components : This indicator utilizes a modular function to analyze EURUSD, GBPUSD, USDJPY, USDCHF, AUDUSD, USDCAD, NZDUSD, and XAUUSD across four key dimensions: Intermarket Correlation (Pearson Coefficient): Uses ta.correlation() to compare each asset against the symbol currently on your main chart. Logic: Values above 0.7 (Dark Green) suggest a strong positive relationship, while values below -0.7 (Dark Red) suggest inverse behavior. This is calculated over a rolling 50-period window to balance stability with current market sensitivity. Trend Bias (EMA-200): Evaluates the long-term trend by checking price position relative to the 200-period Exponential Moving Average. Visuals: An upward arrow (⬆) indicates price is above the EMA; a downward arrow (⬇) indicates it is below. Momentum (RSI-14): Calculates the Relative Strength Index. The dashboard automatically highlights readings above 70 (OB) or below 30 (OS) to help identify potential momentum extremes. Volatility (ATR-14): Displays the Average True Range as a reference for the current active range of each market, helping users compare volatility levels across the majors. How to Interpret the Dashboard Asset Alignment: Correlation values help identify when pairs are moving in "unison" versus when a specific currency is diverging from the group. Directional Context: Combining the Trend (EMA) and Momentum (RSI) columns provides a quick view of whether a market is trending strongly or reaching an exhaustion point. Volatility Benchmarking: The ATR values offer perspective on which pairs are currently the most active, assisting in market comparison based on volatility preference. Data Handling & Customization Multi-Symbol Sync: Data is fetched using request.security(). The calculations are synchronized with the chart's current bar state for real-time accuracy. Dynamic TF: Users can select the analysis timeframe (60, 240, D, W) via the settings menu. Flexibility: The dashboard position can be toggled between all four corners of the chart to avoid overlapping with price action. Disclaimer This tool is provided for analytical and educational purposes only. It does not generate trading signals and should not be considered financial advice.
Penunjuk Pine Script®
oleh HTDFR
Minervini Ultimate +VCPMinervini Ultimate Suite (SEPA Dashboard) This indicator implements Mark Minervini's "Trend Template" criteria combined with a Volatility Contraction Pattern (VCP) detector and a custom Relative Strength rating. It is designed to help traders visualize the technical health of a stock based on stage analysis concepts. This indicator serves as a complete Control System (Dashboard) for Mark Minervini's SEPA trading strategy. Instead of manually checking five different metrics on every chart, this indicator performs the mathematical calculations and presents the "bottom line" in a single, organized table. 1. What This Indicator Does The goal is to ensure you never enter a trade blindly. It verifies the stock against Minervini's strict requirements: Trend: Is the stock in a healthy Stage 2 Uptrend? Relative Strength: Is it stronger than the general market? Buy Risk: Is it the right time to buy, or is the price extended? Pressure: Are institutions accumulating or distributing? VCP: Is there a breakout opportunity (volatility contraction) right now? 2. Key Benefits Time-Saving: Instead of drawing lines and calculating percentages manually, you get immediate visual feedback (Green/Red). Discipline: The indicator will flag "Extended" (Red) if you attempt to buy a stock that has run up too much, saving you from late entries and unnecessary losses. Precision Timing: The VCP feature (Blue Dots) helps you identify the "calm before the storm"—the exact moment volatility contracts, which often precedes a major breakout. 3. Indicator Parameters & Features A. Minervini Pressure (Buying vs. Selling) What it checks: Money flow over the last 20 days. Calculation: Sums up volume on "Up Days" (Green) versus volume on "Down Days" (Red). Meaning: 🟢 Buying: More money is entering than leaving. A sign of institutional accumulation. 🔴 Selling: Selling pressure dominates. The price may be rising, but without strong volume backing. B. Buy Risk (Price Extension) What it checks: The distance of the current price from the 50-Day Moving Average. Minervini strictly warns against "chasing" stocks. Signals: 🟢 Low Risk: Price is within 0% – 15% of the 50MA. This is the ideal "Buy Zone". 🟡 Caution: Price is 15% – 25% away. Buy with increased caution. 🔴 Extended: Price is >25% from the MA. Do not buy. The probability of a pullback is high. ⚪ Broken: Price is below the 50MA. The short-term trend is damaged. C. TPR - Trend Template (Trend Power Rating) What it checks: Is the stock in a Stage 2 Uptrend? Strict Rules (All must be true for a PASS): Price > 50MA > 150MA > 200MA. The 200MA is trending UP (positive slope). Price is near the 52-Week High (within 25%). Price is above the 52-Week Low (at least 25%). Meaning: 🟢 PASSED: Technically healthy and ready to move. 🔴 FAILED: The trend structure is broken (e.g., MAs are entangled). D. RPR Score (Relative Performance Rating) What it checks: How strong the stock is compared to the general market (S&P 500 / SPY). Calculation: Weighted performance over 3, 6, 9, and 12 months vs. the SPY. The score ranges from 1 to 99. Meaning: 🟢 80-99: Market Leader. These are the stocks Minervini targets. 🟡 70-80: Good, but not elite. ⚪ Below 70: Laggard (weaker than the market). E. VCP Action (Volatility Contraction Pattern) What it checks: Monitors price tightness. It calculates the range between the highest close and lowest close over the last 5 days. Meaning: 🔵 SQUEEZE (Blue Text + Blue Dot on Chart): The price range has contracted to less than 2.5%. Why it matters: When a stock stops moving wildly and trades in a tight range ("Flat Line"), it indicates supply has dried up. A high-volume breakout often follows immediately.
Penunjuk Pine Script®
oleh noam73
2
Adaptive Trend Mapper-ATM [Arjo]Adaptive Trend Mapper (ATM) is a directional pressure indicator designed to visualize how buying and selling commitment evolves during market trends. Instead of focusing on price direction alone, ATM maps who is exerting stronger pressure —buyers or sellers—and how that pressure expands, weakens, or compresses over time. Idea ATM is built around a single concept: Directional pressure is best understood by weighting trend strength against directional imbalance . To achieve this, the indicator transforms trend strength into two opposing pressure measures: Bull Pressure Index Bear Pressure Index These indices expand, contract, and converge based on how strongly buyers or sellers are committing, rather than simply tracking momentum or price changes. How It Works 1. Bull & Bear Pressure Indices ATM derives two pressure curves by weighting trend strength against directional imbalance: The Bull Pressure Index increases when upward pressure strengthens. The Bear Pressure Index increases when downward pressure strengthens. Both indices operate on a 0–100 scale and are designed to diverge during strong trends and converge during non-directional or compressed phases. Optional smoothing can be applied to reduce noise and improve readability. 2. Compression / Squeeze Detection When: Trend strength weakens, Bull and Bear pressure converge, And convergence continues over time, ATM highlights a compression zone, signaling reduced directional conviction. These zones often precede directional expansion once pressure rebuilds. 3. Adaptive Trend Context An adaptive smoothed price curve is displayed on the chart to provide trend context. Color changes reflect short-term directional shifts, helping align pressure signals with price structure. This component is contextual only and does not generate signals by itself. 4. Optional Trend Bias Reference An optional EMA-50 can be enabled to help identify broader directional bias and align pressure behavior with the prevailing trend. 5. Step-Based Visualization The pressure indices can be optionally step-compressed, improving clarity on fast or noisy charts by reducing minor fluctuations. How to Use ATM Rising Bull Pressure → strengthening buyer commitment Rising Bear Pressure → strengthening seller commitment Wide separation between indices → strong directional trend Convergence with compression highlight → range or pre-breakout environment Notes ATM uses widely known market concepts such as trend strength, directional imbalance, and adaptive smoothing as conceptual inputs. All calculations, pressure mapping logic, and compression detection are original implementations developed specifically for this script. ATM is effective when used to assess participation quality, not as a standalone signal generator. Disclaimer This indicator is intended for analysis and educational purposes only. It does not generate buy or sell signals. Always apply proper risk management. Happy Trading.
Penunjuk Pine Script®
oleh ARJO_2019
Kinetic RSI [Vel + Accel] + AlertsThe Problem with Standard RSI Most traders use the Relative Strength Index (RSI) to see if a market is "Overbought" (above 70) or "Oversold" (below 30). The problem? A strong trend can stay overbought for days, burning short sellers, or an asset can stay oversold while price continues to crash. Standard RSI tells you where the price is, but it doesn't tell you how hard it is moving. ​The Solution: Kinetic RSI This script reimagines RSI by applying basic physics concepts: Velocity and Acceleration. Instead of asking "Is RSI below 30?", this indicator asks: "Is RSI below 35 AND did it just make a violent, high-speed turn upwards?" ​It filters out lazy, drifting price action and only signals when momentum is accelerating in a new direction. ​How It Works (The Math) ​Velocity: We calculate the speed of the RSI change (Current RSI - Previous RSI). ​Acceleration: We calculate if that speed is increasing (Current Velocity - Previous Velocity). ​The Trigger: A signal is only generated if the RSI is in an extreme zone (<35 or >65) AND it has high Velocity AND positive Acceleration. ​How to Trade It ​1. The "Kick" Signals (Background Highlights) ​🟢 Green Background (Bullish Kick): The RSI was low, but buyers stepped in aggressively. The momentum is not just positive; it is accelerating upward. This is often a "V-Bottom" catch. ​🔴 Red Background (Bearish Kick): The RSI was high, but sellers slammed the price down. Momentum is accelerating downward. ​2. The Line Color ​Lime Line: Velocity is positive (Momentum is rising). ​Fuchsia Line: Velocity is negative (Momentum is falling). ​Usage: If the background flashes Green (Buy Signal), but the line turns back to Fuchsia (Red) a few bars later, the move has failed—exit the trade. ​Settings & Alerts ​RSI Length: Standard 14 (Adjustable). ​Velocity Threshold: Controls sensitivity. ​Lower (e.g., 2-3): More signals, catches smaller reversals. ​Higher (e.g., 5+): Fewer signals, catches only massive "shocks" to the price. ​Alerts Included: You can set alerts for "Bullish Kick," "Bearish Kick," or "Any Kick" to get notified of volatility spikes. ​Best Practices ​Wait for the Close: This indicator measures the closing velocity. Always wait for the bar to close to confirm the background color signal. ​Trend Filtering: This works best as a "Reversal" indicator. If the market is in a super-strong uptrend, ignore the Bearish (Red) signals and only take the Bullish (Green) dips.
Penunjuk Pine Script®
oleh MonkeyPhone
Luxy Sector & Industry RS AnalyzerEver wonder why some stocks soar while others in the same sector barely move? Or why your perfectly timed entry still loses money? Possibly the answer can be found in Relative Strength. The Luxy Sector & Industry RS Analyzer solves a critical problem that most traders overlook: picking strong stocks in strong sectors AND strong industries . It's not enough for a stock to go up - you want stocks that are crushing their competition at both the sector AND industry level. This indicator does the heavy lifting by automatically comparing your stock against its sector ETF, industry ETF, the broader market, sector leader, and industry leader, giving you a complete multi-level picture of relative performance. What makes this different? - Automatic sector AND industry detection - no manual setup required - Multi-level hierarchy analysis: Market → Sector → Industry → Stock - Multi-timeframe analysis (1 month to 1 year) in one glance - Industry ETF mapping (30+ industries covered) - Clear 0-100 scoring system with letter grades (A+ to F) - Works on stocks, crypto, forex, and commodities - Real-time updates with anti-repaint protection Think of it as your performance dashboard - instantly showing you if you're trading a champion or a laggard at every level of the market hierarchy. METHODOLOGY & ATTRIBUTION This indicator is based on classical Relative Strength (RS) analysis principles from technical analysis. RS methodology compares an asset's price performance against a benchmark to identify relative outperformance or underperformance. This concept has been used by professional traders and institutions for decades. Key Concepts Used: Relative Strength (RS) - Classical technical analysis concept measuring comparative performance Multi-Level Hierarchy Analysis - Market → Sector → Industry → Stock comparison Sector Rotation Analysis - Identifying which sectors are leading or lagging the market Industry Rotation Analysis - Identifying which industries are leading within their sectors Multi-period Performance Analysis - Evaluating strength across multiple timeframes Beta Calculation - Standard statistical measure of volatility relative to a benchmark DISCLAIMER: This indicator is for educational and informational purposes only. It should not be considered financial advice or a recommendation to buy or sell. Past performance does not guarantee future results. Trading involves risk and may not be suitable for all investors. Always do your own research and consult with a financial advisor before making investment decisions. with all rows visible - capture when stock has strong RS score (70+) so users can see what a "good" setup looks like] WHAT THE INDICATOR SHOWS 1. AUTOMATIC ASSET TYPE DETECTION The indicator automatically identifies what you're analyzing and adjusts accordingly: Stocks - Compares to sector ETF (XLK, XLF, XLV, etc.) and SPY Crypto - Compares to Total Crypto Market Cap and Bitcoin Forex - Compares to relevant currency index (DXY, EXY, etc.) Commodities - Compares to Gold (GLD) as benchmark Indices - Compares to broader market indices How it works: The indicator reads your chart's asset type and ticker, then automatically maps it to the correct sector or benchmark. For stocks, it uses intelligent sector detection (looking at the sector field) to match you with the right sector ETF. For example: - Technology stocks get compared to XLK (Technology Select Sector SPDR) - Financial stocks get compared to XLF (Financial Select Sector SPDR) - Healthcare stocks get compared to XLV (Health Care Select Sector SPDR) This happens instantly when you add the indicator to any chart - no configuration needed. 2. SECTOR & MARKET BENCHMARKS What is a Sector ETF? A sector ETF is an exchange-traded fund that tracks a specific industry group. For example, XLK contains all major technology companies. By comparing your stock to its sector ETF, you can see if your stock is outperforming or underperforming its peers. The indicator shows three key comparison points: Stock vs Sector (Benchmark) This tells you how your stock performs compared to companies in the same industry. Positive numbers mean your stock is beating the sector average. Negative numbers mean it's lagging behind. Stock vs Market (SPY) This shows performance against the broader S&P 500 index. This is important because even if a stock beats its sector, the entire sector might be weak. You want stocks that beat both their sector AND the market. Sector vs Market This reveals "sector rotation" - whether money is flowing into or out of this sector. When this number is positive, the whole sector is hot and leading the market. This is powerful because strong sectors tend to lift all boats, making it easier to find winners. 3. MULTI-PERIOD PERFORMANCE ANALYSIS The indicator calculates performance across four timeframes simultaneously: 1 Month (1M) - Recent short-term momentum 3 Months (3M) - Medium-term trend strength 6 Months (6M) - Longer-term positioning 1 Year (1Y) - Full-cycle performance view Why multiple periods matter: A stock might look great over 1 month but terrible over 6 months - that's a red flag. The best stocks show consistent strength across all timeframes . When you see positive RS (Relative Strength) values across all four periods, you've found a stock with sustained outperformance. Each row in the table shows: - Raw performance percentage for that period - RS value (the difference compared to benchmark) - Color coding: Green for positive, red for negative, white for neutral 4. SECTOR LEADER COMPARISON The indicator automatically identifies and compares your stock to the sector leader - the dominant stock in that industry. Sector leaders by industry: Technology: Apple (AAPL) Healthcare: UnitedHealth (UNH) Financial: JPMorgan Chase (JPM) Energy: ExxonMobil (XOM) Consumer Discretionary: Amazon (AMZN) Consumer Staples: Walmart (WMT) And more... Why this matters: Comparing to the leader shows you if you're trading a champion or a follower. If your stock consistently beats the sector leader, you've found something special. If it's lagging the leader, you might want to trade the leader instead. Optional Custom Leader: You can override the automatic leader and compare to any stock you choose. This is useful if you want to benchmark against a specific competitor or reference stock. NEW! INDUSTRY ANALYSIS (STOCKS ONLY) The indicator now provides multi-level analysis by automatically detecting and comparing your stock to its specific industry , not just the broad sector. Why Industry matters: Technology sector (XLK) contains many different industries: Software, Semiconductors, Hardware, etc. A software stock might beat the broad tech sector but lag behind other software companies. Industry analysis provides this granular view. Industry ETF Mapping (30+ industries): Software/Applications: IGV (iShares Software ETF) Semiconductors: SMH (VanEck Semiconductor ETF) Biotech: IBB (iShares Biotechnology ETF) Pharmaceuticals: XPH (SPDR Pharmaceuticals ETF) Banks: KBE (SPDR S&P Bank ETF) Regional Banks: KRE (SPDR Regional Banking ETF) Oil & Gas Exploration: XOP (SPDR Oil & Gas Exploration ETF) Homebuilders: XHB (SPDR Homebuilders ETF) Retail: XRT (SPDR S&P Retail ETF) Aerospace & Defense: ITA (iShares U.S. Aerospace & Defense ETF) And many more... Industry Leader Mapping: The indicator also identifies the leader within each industry: Software: Microsoft (MSFT) Semiconductors: NVIDIA (NVDA) Biotech: Amgen (AMGN) Pharmaceuticals: Eli Lilly (LLY) Banks: JPMorgan (JPM) Oil Exploration: ConocoPhillips (COP) And more... New Table Rows for Stocks: Industry ETF Performance - How the specific industry performed (green background) Industry Leader Performance - How the top stock in the industry performed vs Industry RS - Your stock's outperformance vs its industry ETF Industry vs Sector RS - Is this industry hot or cold within its sector? vs Industry Leader RS - Your stock's performance vs the industry's best Why this is powerful: A stock that beats both its sector AND its industry is showing strength at every level. This indicates true relative strength, not just riding sector-wide momentum. Optional Custom Industry: You can override automatic detection for both Industry ETF and Industry Leader in settings. 5. RS SCORE & GRADING SYSTEM (0-100) The heart of the indicator is the RS Score - a weighted calculation that distills all the performance data into one clear number from 0 to 100. How the score is calculated: FOR STOCKS (with Industry data): The indicator splits the weight between Sector (60%) and Industry (40%): SECTOR RS (60% of total weight): 1 Month RS: 24% weight (40% × 0.6) 3 Month RS: 18% weight (30% × 0.6) 6 Month RS: 12% weight (20% × 0.6) 1 Year RS: 6% weight (10% × 0.6) INDUSTRY RS (40% of total weight): 1 Month RS: 16% weight (40% × 0.4) 3 Month RS: 12% weight (30% × 0.4) 6 Month RS: 8% weight (20% × 0.4) 1 Year RS: 4% weight (10% × 0.4) FOR OTHER ASSETS (Crypto, Forex, Commodities): Uses full 100% weight on benchmark: 1 Month RS: 40% weight 3 Month RS: 30% weight 6 Month RS: 20% weight 1 Year RS: 10% weight It starts at 50 (neutral) and adds or subtracts points based on your asset's relative strength in each period. Bonus points: +5 points if the sector is outperforming the market (sector rotation is bullish) +5 points if the industry is outperforming its sector (hot industry) - STOCKS ONLY +5 points if RS momentum is improving (getting stronger over time) -5 points if RS momentum is declining (getting weaker) The final score is capped between 0-100. Letter Grade System: 90-100: A+ - Elite performer, crushing the sector 85-89: A - Excellent, strong outperformer 80-84: A- - Very good, above average 75-79: B+ - Good, solid performer 70-74: B - Above average, decent strength 65-69: B- - Slightly above average 60-64: C+ - Average, neutral strength 55-59: C - Below average 50-54: C- - Weak, slight underperformance 45-49: D+ - Concerning weakness 40-44: D - Poor, significant underperformance 0-39: F - Failing, avoid this stock What scores mean for trading: - RS Score above 70: Strong stocks worth considering for long positions - RS Score 50-70: Average stocks, better opportunities elsewhere - RS Score below 50: Weak stocks, avoid or consider for shorts 6. CONSISTENCY SCORE This metric shows what percentage of time periods show positive RS . For STOCKS (with Industry data): Counts both Sector RS periods AND Industry RS periods (up to 8 total periods): - If a stock beats both sector and industry in all 4 periods each: Consistency = 100% (8/8) - If it beats in 6 out of 8 total periods: Consistency = 75% - If it beats in 4 out of 8 total periods: Consistency = 50% For OTHER ASSETS: Counts benchmark periods only (4 total): - If it beats benchmark in all 4 periods (1M, 3M, 6M, 1Y): Consistency = 100% - If it beats in 3 out of 4 periods: Consistency = 75% - If it beats in 2 out of 4 periods: Consistency = 50% Why consistency matters: A high RS Score with low consistency might indicate a recent spike that could fade. The best stocks show both high RS Score AND high consistency - they're strong now AND have been strong historically at both the sector AND industry level. Look for stocks with: Consistency above 75%: Very reliable strength across all levels Consistency 50-75%: Decent but check other metrics Consistency below 50%: Weak or erratic, proceed with caution 7. BETA CALCULATION (Volatility Measure) Beta measures how much more volatile your stock is compared to its sector. Beta > 1.2 : High volatility - stock moves more aggressively than sector (marked as "High") Beta 0.8-1.2 : Normal volatility - moves roughly in line with sector Beta < 0.8 : Low volatility - stock is more stable than sector (marked as "Low") Formula used: Beta = Correlation(Stock, Sector) × (Standard Deviation of Stock / Standard Deviation of Sector) This uses a 20-period calculation for reliability. How to use Beta: - High Beta stocks offer bigger gains but also bigger risks - good for aggressive traders - Low Beta stocks are more defensive - good for conservative positions - Match Beta to your risk tolerance and strategy 8. DAYS ABOVE/BELOW SECTOR This tracks consecutive periods (bars) where your stock outperforms or underperforms its sector. Days Above Sector: Counts how many bars in a row your stock has beaten the sector. 10+ days: Strong sustained strength (shown in bright green) 5-9 days: Building momentum (shown in yellow) 1-4 days: Early strength (shown in white) 0 days: Not currently outperforming Days Below Sector: Counts how many bars in a row your stock has lagged the sector. 10+ days: Sustained weakness (shown in bright red) 5-9 days: Losing momentum (shown in orange) 1-4 days: Minor weakness (shown in white) 0 days: Not underperforming (this is good!) Why this matters: Long streaks show trend persistence. A stock with 15+ days above sector is riding strong momentum. A stock with 15+ days below sector is in a sustained downtrend relative to peers. 9. PRICE VS 52-WEEK HIGH Shows where current price sits relative to its 52-week high (or equivalent for your timeframe). 95%+ (green) : Stock is near all-time highs - strong positioning 80-94% (yellow) : Stock is in a pullback but still relatively strong Below 80% : Stock has pulled back significantly from highs Why this matters: The strongest stocks stay near their highs. When you see a stock with high RS Score AND price near 52W high, you've found a stock with institutional support and strong buying pressure. 10. RELATIVE VOLUME Compares current volume to the 20-period average volume. 1.5x+ (green) : High volume - significant interest and participation Around 1.0x : Average volume - normal trading activity Below 1.0x : Low volume - less interest or inactive period Why volume matters: High relative volume confirms price moves. When a stock makes a strong move on 2x or 3x normal volume, it's more likely to sustain. Low volume moves are often just noise. 11. AVERAGE RS STRENGTH This calculates the average absolute value of all RS readings across the four timeframes. It shows the magnitude of divergence from the sector, regardless of direction. A high number means the stock moves very differently from its sector (could be much stronger or much weaker). A low number means it tracks closely with the sector. High Average RS: Stock has strong character, moves independently Low Average RS: Stock follows sector closely, lacks individual strength 12. SECTOR ROTATION SIGNAL This indicator automatically detects when a sector is experiencing bullish rotation - meaning money is flowing into the sector and it's outperforming the broader market. Condition for bullish rotation: Sector must be beating SPY (market) in both 1-month AND 3-month periods. Why this matters: Stocks in hot sectors tend to perform better because they have tailwinds from sector-wide buying. When sector rotation is bullish and your stock has a high RS Score, you've found an ideal setup. The indicator adds +5 bonus points to the RS Score when sector rotation is bullish. 13. MOMENTUM DETECTION The indicator compares 1-month RS to 3-month RS to detect if momentum is improving or declining. RS Momentum Improving: 1M RS is better than 3M RS - stock is getting stronger (adds +5 to score) RS Momentum Declining: 1M RS is worse than 3M RS - stock is getting weaker (subtracts -5 from score) Why momentum matters: You want to catch stocks as momentum is building, not after it's already peaked. Improving momentum suggests the strength is accelerating, not fading. 14. OVERALL ASSESSMENT & RECOMMENDATION The indicator provides two quick summary rows: Overall Rating: Based on grade and RS Score, you get an instant quality rating: Strong Leader (A/A+) - Top tier stock, crushing it Above Average (A-/B+) - Solid performer, better than most Average (B/B-) - Middle of the pack Below Average (C/C+) - Struggling, watch carefully Underperformer (D/F) - Weak stock, underperforming badly Trading Signal: Combines multiple factors to give setup quality: STRONG BUY SETUP - RS Score 70+, Consistency 75+, AND sector rotation bullish. This is the perfect storm - strong stock, consistent strength, hot sector. BULLISH - RS Score 60+, Consistency 50+. Good quality stock worth considering. NEUTRAL - RS Score 50+. Okay but not exciting, better opportunities exist. WEAK - RS Score 40-49. Below average, risky. AVOID - RS Score below 40. Stay away, too weak. IMPORTANT: These are educational signals only, not financial advice. Always do your own analysis and risk management. KEY FEATURES 1. AUTOMATIC EVERYTHING - Auto-detects asset type (stock, crypto, forex, commodity, index) - Auto-maps stocks to correct sector ETF (11 sectors covered) - Auto-maps stocks to correct industry ETF (30+ industries covered) - Auto-identifies sector leader AND industry leader - Auto-selects appropriate market benchmark - Zero configuration required - just add to chart 2. MULTI-ASSET SUPPORT Works on all asset classes: US Stocks - Compares to sector ETFs (XLK, XLF, XLV, etc.) Crypto - Compares to Total Crypto Market Cap Forex - Compares to currency indices (DXY, EXY, etc.) Commodities - Compares to Gold (GLD) Indices - Compares to broader market benchmarks 3. FLEXIBLE DISPLAY 9 table positions (top/middle/bottom, left/center/right) 4 size options (tiny, small, normal, large) Show/hide table completely Real-time indicator toggle 4. TIMEFRAME FLEXIBILITY Choose your analysis timeframe: Chart Timeframe (default) - Uses whatever timeframe your chart is on Fixed: 1 Hour, 4 Hours, Daily, Weekly - Forces calculations to specific timeframe This means you can be on a 5-minute chart but analyze RS on Daily timeframe if you prefer. 5. RS SCORE FILTERING Set a minimum RS Score threshold to only see strong stocks: Set to 0 - Shows all stocks Set to 70 - Only displays stocks with RS Score 70+ (strong stocks only) Warning message displays if stock doesn't meet threshold Perfect for screening - quickly scan multiple charts and the indicator only shows tables for stocks that pass your quality filter. 6. CUSTOM LEADER COMPARISON Override automatic leader detection: Compare to any ticker you choose Benchmark against specific competitors Use your own reference stocks 7. COMPREHENSIVE TOOLTIPS Every input parameter and every table row has detailed tooltips explaining: What the metric measures How to interpret the values What thresholds indicate strength/weakness Why it matters for trading Hover over any element to learn - it's like having a trading coach built in. 8. SMART ALERTS Built-in alert system for key events: Divergence Alerts: Get notified when your stock diverges significantly from its sector. Bullish Divergence: Stock beating sector by threshold percentage Bearish Divergence: Stock losing to sector by threshold percentage Set your threshold (default 5%) - this determines how big a divergence triggers the alert. RS Score Alerts: Get notified when RS Score crosses your threshold: Crossed Above: RS Score went from below to above your threshold (bullish) Crossed Below: RS Score dropped from above to below threshold (bearish) Set your threshold (default 70) to focus on strong stocks. Sector Rotation Alert: Fires when sector shows bullish rotation (outperforming market). HOW TO USE THE INDICATOR FOR SWING TRADERS: 1. Add indicator to your watchlist stocks 2. Look for RS Score 70+ with Consistency 75%+ 3. Check if sector rotation is bullish (bonus!) 4. Verify price is near 52W high (95%+) 5. Wait for entry setup on your chart 6. Use stop loss below key support Example Setup: Stock shows: - RS Score: 82 (Grade: A-) - Consistency: 100% (strong across all periods) - Sector Rotation: Bullish - Price vs 52W High: 96% - Days Above Sector: 12 days - Relative Volume: 1.8x This is a textbook strong stock in a hot sector near highs - ideal for swing long. FOR POSITION TRADERS: 1. Focus on 6-month and 1-year RS values 2. Look for sustained outperformance (Consistency 75%+) 3. Prefer lower Beta stocks (less volatility) 4. Check Days Above Sector for trend persistence 5. Monitor RS Score monthly, exit if drops below 60 FOR ACTIVE TRADERS: 1. Use on intraday timeframes (1H or 4H) 2. Set RS Score filter to 60+ for quick screening 3. Enable Divergence Alerts 4. Watch for momentum improving signal 5. Higher Beta stocks offer more movement FOR SHORT SELLERS: 1. Look for RS Score below 40 (Grade: D or F) 2. Check for declining momentum 3. Verify Days Below Sector is increasing (10+) 4. Sector rotation should be bearish 5. Price should be well off 52W high WHAT MAKES A PERFECT SETUP: The holy grail combination: RS Score: 75+ (A- or better) Consistency: 80%+ (strong across time - beats sector AND industry) Sector Rotation: Bullish (hot sector) Industry vs Sector: Positive (hot industry within sector) Days Above Sector: 10+ (sustained strength) Momentum: Improving (getting stronger) Price vs 52W High: 90%+ (near highs) Relative Volume: 1.5x+ (volume confirmation) When you find this combination, you've located a stock with every advantage in its favor - strong at the stock level, industry level, AND sector level. That's multi-level confirmation of relative strength. IMPORTANT NOTES Data Reliability: All calculations use lookahead=off for anti-repaint protection Historical values will never change Real-time indicator toggle only affects the visual clock icon, not data reliability All security requests are properly configured to prevent future data leakage Sector Mapping Notes: Sector detection uses TradingView's sector field Some stocks may not have sector data - indicator will adapt Sector ETFs used: XLK, XLF, XLV, XLE, XLY, XLP, XLI, XLB, XLRE, XLU, XLC Major market ETFs (SPY, QQQ, DIA) are treated as market benchmarks, not stocks Multi-Asset Notes: Crypto compares to CRYPTOCAP:TOTAL (total crypto market cap) Forex compares to relevant currency index based on base currency Commodities compare to Gold (GLD) as primary commodity benchmark Custom leaders can be set for any asset type FREQUENTLY ASKED QUESTIONS Q: What does RS Score of 75 actually mean? A: It means your stock is strongly outperforming its sector across multiple timeframes. The score is weighted toward recent performance (1-month gets 40% weight), so 75 indicates sustained relative strength with emphasis on current momentum. Q: My stock has high RS Score but is going down. Why? A: RS Score measures relative performance (vs sector/market), not absolute price direction. A stock can fall 5% while its sector falls 10% - that's still positive relative strength. In bear markets or sector corrections, high RS stocks often fall less than peers. Q: Should I only trade stocks with RS Score above 70? A: For long positions, yes - focus on 70+ scores. These stocks have proven they can beat their sector. However, for pairs trading or relative value plays, you might also short stocks with scores below 40 while longing stocks above 70. Q: What if my stock doesn't have a sector? A: The indicator handles this gracefully. If no sector is detected, it will compare directly to the market (SPY for stocks). Some rows may show N/A, but the indicator will still provide useful market-relative data. Q: Why does the sector sometimes show N/A? A: This happens when: 1) Your asset has no sector classification, 2) The stock IS the sector ETF itself, 3) You're analyzing a non-stock asset (crypto, forex, commodity). The indicator adapts by focusing on market-relative metrics instead. Q: Can I use this on cryptocurrencies? A: Yes! The indicator automatically detects crypto and compares to the Total Crypto Market Cap (CRYPTOCAP:TOTAL). You can also set a custom leader like Bitcoin (BTCUSD) to compare against the dominant crypto. Q: What's the difference between RS Score and Consistency? A: RS Score is the weighted average of how much you're beating the sector (magnitude). Consistency is what percentage of time periods show outperformance (reliability). You want both high - that means strong AND consistent. Q: Do the alerts repaint? A: No. All alerts fire only on bar close (barstate.isconfirmed) and use properly configured data with lookahead=off. Once an alert fires, it's final and won't change. Q: What timeframe should I use? A: For swing trading: Daily or Weekly. For day trading: 1H or 4H. For position trading: Weekly. Use "Chart Timeframe" mode and switch your chart timeframe to change the analysis period easily. Q: Why is Days Above Sector showing 0? A: This means your stock is not currently outperforming its sector. If Days Below Sector is also 0, it means the RS is exactly neutral (very rare). Check the actual RS values to see current standing. Q: Can I compare to a different market benchmark than SPY? A: Currently the indicator uses SPY (S&P 500) as the default US stock market benchmark. For crypto it uses CRYPTOCAP:TOTAL, for forex it uses currency indices, etc. The benchmark auto-adjusts based on asset type. Q: What's a good Beta value? A: It depends on your strategy. Aggressive traders prefer Beta above 1.2 (more volatility = bigger moves). Conservative traders prefer Beta 0.8-1.0 (more stable). Beta is neutral - it's about matching your risk tolerance. Q: How often does the table update? A: With Real-time Indicator enabled: Every tick (constant updates). With it disabled: Only on bar close. Either way, the underlying data is identical and non-repainting - the toggle only affects update frequency and the clock icon display. Q: My stock is showing "AVOID" but it's up 50% this year. Is the indicator wrong? A: Not necessarily. The indicator measures RELATIVE performance. If your stock is up 50% but the sector is up 100%, your stock is actually underperforming by 50%. The indicator helps you identify when you should switch to stronger stocks in the same sector. Q: What does "Strong Buy Setup" really mean? A: It means three things aligned: 1) RS Score above 70 (strong stock), 2) Consistency above 75% (reliable strength), 3) Sector rotation is bullish (hot sector). This combination historically correlates with stocks that continue outperforming. However, this is NOT financial advice - always do your own analysis. Q: Can I use this for options trading? A: Yes! High RS Score stocks make good candidates for call options (bullish bets) while low RS Score stocks may work for puts (bearish bets). Higher Beta stocks will have more volatile options (higher premiums but more movement). Q: Why is my crypto showing N/A for sector? A: Cryptocurrencies don't have "sectors" like stocks do. Instead, the indicator compares crypto to the total crypto market cap. This is normal and expected behavior. Q: What happens if I'm analyzing an ETF? A: If you're analyzing a sector ETF (like XLK), it will compare to SPY (market). If you're analyzing SPY itself, some comparisons won't be available (can't compare SPY to itself). The indicator intelligently adapts to avoid circular comparisons. Q: What if my stock doesn't have industry data? A: Not all stocks are mapped to specific industries (only 30+ major industries are covered). If no industry is detected, the indicator will still work using only sector analysis. The RS Score calculation will use 100% sector weight instead of the 60%/40% split. Q: Why does Industry vs Sector matter? A: Industry vs Sector shows if your specific industry is hot or cold within its broader sector. For example, Semiconductors (SMH) might be outperforming Technology sector (XLK) even though both are up. This helps you find not just strong sectors, but the strongest industries within those sectors. Q: Can I disable Industry analysis? A: Yes! In the "Industry Analysis" settings group, you can toggle off "Show Industry Analysis in Table" to hide all industry rows. However, even when hidden, industry data still contributes to the RS Score calculation for stocks. Q: Why is my Consistency Score lower for stocks than other assets? A: For stocks with industry data, Consistency counts 8 periods (4 Sector + 4 Industry periods) instead of just 4. This means the bar is higher - your stock needs to beat both sector AND industry consistently. A stock that beats sector in all 4 periods but lags industry in 2 periods will show 75% consistency (6/8), not 100%. BEST PRACTICES Use as a screening tool - Set RS Score filter to 70+ and quickly scan your watchlist. Only strong stocks will show the table. Combine with technical analysis - RS Score tells you WHAT to trade, your chart tells you WHEN to enter. Check multiple timeframes - Switch between Daily and Weekly to see if strength holds across different time horizons. Monitor sector rotation - When sector goes from bearish to bullish rotation, it's often a great time to enter stocks in that sector. Watch Industry vs Sector - Stocks in hot industries within hot sectors have double tailwinds. Prioritize Industry vs Sector positive values. Pay attention to consistency - High RS Score with low consistency might be a spike that fades. Look for 70%+ consistency across BOTH sector and industry. Use the leader comparison - If your stock consistently beats both sector leader AND industry leader, you may have found the next champion. Watch days above/below sector - Long streaks (15+ days) indicate strong trends. Look for these in conjunction with high RS Score. Set alerts on key stocks - Enable RS Score alerts at 70 threshold to get notified when watchlist stocks become strong. Consider Beta for position sizing - Size smaller positions in high Beta stocks, larger in low Beta stocks for balanced risk. Exit when RS Score drops - If a stock's RS Score falls below 60, consider reducing or exiting - the strength may be fading. Leverage industry-level insight - If Industry ETF is weak but stock is strong, that's standout strength. If Industry is hot but stock is lagging, consider switching to the industry leader instead. SETTINGS EXPLAINED Display Settings: Show Performance Table - Master on/off switch for the table Table Position - 9 positions available (corners, edges, center) Table Size - 4 sizes (tiny, small, normal, large) for different screen sizes Timeframe Settings: Chart Timeframe (recommended) - Dynamic, uses whatever chart TF you're on Fixed Timeframes - Locks analysis to 1H, 4H, Daily, or Weekly regardless of chart Filtering Settings: Minimum RS Score - Set threshold (0-100) for displaying table Show Warning - When enabled, displays message if stock doesn't meet filter Alert Settings: Divergence Alerts - Enable alerts when stock diverges from sector Threshold (%) - How big a divergence triggers alert (default 5%) RS Score Alerts - Enable alerts when RS Score crosses threshold Threshold - What RS Score level triggers alert (default 70) Sector Analysis Settings: Use Custom Sector ETF - Override automatic sector ETF detection Sector ETF Symbol - Enter any sector ETF to compare against Use Custom Sector Leader - Override automatic sector leader detection Sector Leader Symbol - Enter any ticker as sector leader Industry Analysis Settings: Use Custom Industry ETF - Override automatic industry ETF detection Industry ETF Symbol - Enter specific industry ETF (e.g., IGV, SMH) Use Custom Industry Leader - Override automatic industry leader detection Industry Leader Symbol - Enter specific industry leader Show Industry Analysis - Toggle all industry rows on/off Display Settings: Show Real-time Indicator - Toggle clock icon in header (doesn't affect data) WHAT THIS INDICATOR DOESN'T DO To set proper expectations: Does NOT provide entry/exit signals - this is a strength analyzer, not a trading system Does NOT predict future price movement - shows current and historical relative strength Does NOT guarantee profits - strong RS stocks can still decline Does NOT replace your own analysis - use as one tool among many Does NOT work on stocks with no sector data - will adapt but some rows show N/A This indicator is a decision support tool . It helps you identify which stocks are showing relative strength so you can make more informed trading decisions. You still need your own entry strategy, risk management, and position sizing rules. SUPPORT & CONTACT Questions or feedback? Use the comments section below or send me a message. If you find this indicator useful, please give it a boost and share with other traders who might benefit from relative strength analysis. FINAL REMINDER This indicator is a tool for analyzing relative strength - it shows you which stocks are outperforming their sector and market. It does NOT provide financial advice or trade signals. Always conduct your own research, manage your risk appropriately, and consult with a financial advisor before making investment decisions. Past performance of relative strength does not guarantee future results. Strong stocks can become weak, and sectors rotate in and out of favor. Use this indicator as part of a comprehensive trading strategy, not as a standalone decision-making system. Trade smart, manage risk, and may your RS Scores stay high! If you got till here and you like my work a BOOST and a COMMENT would make me happy
Penunjuk Pine Script®
oleh orenluxy
8
Market Extreme Zones IndexThe Market Extreme Zones Index is a new mean reversion (valuation) tool focused on catching long term oversold/overbought zones. Combining an enhanced RSI with a smoothed Z-score this indicator allows traders to find oppurtunities during highly oversold/overbought zones. I will separate the explanation into the following parts: 1. How does it work? 2. Methodologies & Concepts 3. Use cases How does it work? The indicator attempts to catch highly unprobable events in either direction to capture reversal points over the long term. This is done by calculating the Z-Score of an enhanced RSI. First we need to calculate the Enhanced RSI: For this we need to calculate 2 additional lengths: Length1 = user defined length Length2 = Length1/2 Length3 = √Length Now we need to calculate 3 different RSIs: 1st RSI => uses classic user defined source and classic user defined length. 2nd RSI => uses classic user defined source and Length 2. 3rd RSI => uses RSI 2 as source and Length 2 Now calculate the divergence: RSI_base => 2nd RSI * 3 - 1st RSI - 3rd RSI After this we need to calculate the median of the RSI_base over √Length and make a divergence of these 2: RSI => RSI_base*2 - median All that remains now is the Z-score calculations: We need: Average RSI value Standard Deviation = a measure of how dispersed or spread out a set of data values are from their average Z-score = (Current Value - Average Value) / Standard Deviation After this we just smooth the Z-score with a Weighted Moving average with √Length Methodology & Concepts Mean Reversion Methodology: The methodology behind mean reversion is the theory that asset prices will eventually return to their long-term average after deviating significantly, driven by the belief that extreme moves are temporary. Z-Score Methodology: A Z-score, or standard score, is a statistical measure that indicates how many standard deviations a data point is from the mean of a dataset. A positive z-score means the value is above the mean, a negative score means it's below, and a score of zero means the value is equal to the mean. You might already be able to see where I am going with this: Z-Score could be used for the extreme moves to capture reversal points. By applying it to the RSI rather than the Price, we get a more accurate measurement that allow us to get a banger indicator. Use Cases Capturing reversal points Trend Direction - while the main use it for mean reversion, the values can indicate whether we are in an uptrend or a downtrend. Advantages: Visualization: The indicator has many plots to ensure users can easily see what the indicator signals, such as highlighting extreme conditions with background colors. Versatility: This indicator works across multiple assets, including the S&P500 and more, so it is not only for crypto. Final note: No indicator alone is perfect. Backtests are not indicative of future performance. Hope you enjoy Gs! Good luck!
Penunjuk Pine Script®
oleh MisinkoMaster
Mean Reversion Trading V1Overview This is a simple mean reversion strategy that combines RSI, Keltner Channels, and MACD Histograms to predict reversals. Current parameters were optimized for NASDAQ 15M and performance varies depending on asset. The strategy can be optimized for specific asset and timeframe. How it works Long Entry (All must be true): 1. RSI < Lower Threshold 2. Close < Lower KC Band 3. MACD Histogram > 0 and rising 4. No open trades Short Entry (All must be true): 1. RSI > Upper Threshold 2. Close > Upper KC Band 3. MACD Histogram < 0 and falling 4. No open trades Long Exit: 1. Stop Loss: Average position size x ( 1 - SL percent) 2. Take Profit: Average position size x ( 1 + TP percent) 3. MACD Histogram crosses below zero Short Exit: 1. Stop Loss: Average position size x ( 1 + SL percent) 2. Take Profit: Average position size x ( 1 - TP percent) 3. MACD Histogram crosses above zero Settings and parameters are explained in the tooltips. Important Initial capital is set as 100,000 by default and 100 percent equity is used for trades
Strategi Pine Script®
oleh Sivchay
RSI Momentum ScalperOverview The "RSI Momentum Scalper" is a Pine Script v5 strategy crafted for trading highly volatile markets, with a special focus on newly listed cryptocurrencies. This strategy harnesses the Relative Strength Index (RSI) alongside volume analysis and momentum thresholds to pinpoint short-term trading opportunities. It supports both long and short trades, managed with customizable take profit, stop loss, and trailing stop levels, which are visually plotted on the chart for easy tracking. Why I Created This Strategy I developed the "RSI Momentum Scalper" because I was seeking a reliable trading strategy tailored to newly listed, highly volatile cryptocurrencies. These assets often experience rapid price fluctuations, rendering traditional strategies less effective. I aimed to create a tool that could exploit momentum and volume spikes while managing risk through adaptable exit parameters. This strategy is designed to address that need, offering a flexible approach for traders in dynamic crypto markets. How It Works The strategy utilizes RSI to identify momentum shifts, combined with volume confirmation, to trigger long or short entries. Trades are controlled with take profit, stop loss, and trailing stop levels, which adjust dynamically as the price moves in your favor. The trailing stop helps lock in profits, while the plotted exit levels provide clear visual cues for trade management. Customizable Settings The script is highly customizable, allowing you to adjust it to various market conditions and trading styles. Here’s a brief overview of the key settings: Trade Mode: Select "Both," "Long Only," or "Short Only" to determine the trade direction. (Default: Both) RSI Length: Sets the lookback period for the RSI calculation (2 to 30). (Default: 8) A shorter length increases RSI sensitivity, suitable for volatile assets. RSI Overbought: Defines the upper RSI threshold (60 to 99) for short entries. (Default: 90) Higher values signal stronger overbought conditions. RSI Oversold: Defines the lower RSI threshold (1 to 40) for long entries. (Default: 10) Lower values indicate stronger oversold conditions. RSI Momentum Threshold: Sets the minimum RSI momentum change (1 to 15) to trigger entries. (Default: 14) Adjusts the sensitivity to price momentum. Volume Multiplier: Multiplies the volume moving average to filter high-volume bars (1.0 to 3.0). (Default: 1) Higher values require stronger volume confirmation. Volume MA Length: Sets the lookback period for the volume moving average (5 to 50). (Default: 13) Influences the volume trend sensitivity. Take Profit %: Sets the profit target as a percentage of the entry price (0.1 to 10.0). (Default: 4.15) Determines when to close a winning trade. Stop Loss %: Sets the loss limit as a percentage of the entry price (0.1 to 6.0). (Default: 1.85) Protects against significant losses. Trailing Stop %: Sets the trailing stop distance as a percentage (0.1 to 4.0). (Default: 2.55) Locks in profits as the price moves favorably. Visual Features Exit Levels: Take profit (green), fixed stop loss (red), and trailing stop (orange) levels are plotted when in a position. Performance Table: Displays win rate, total trades, and net profit in the top-right corner. How to Use Add the strategy to your chart in TradingView. Adjust the input settings based on the cryptocurrency and timeframe you’re trading. Monitor the plotted exit levels for trade management. Use the performance table to assess the strategy’s performance over time. Notes Test the strategy on a demo account or with historical data before live trading. The strategy is optimized for short-term scalping; adjust settings for longer timeframes if needed.
Strategi Pine Script®
oleh MonkeyPhone
Algorithmic Value Oscillator [CRYPTIK1]Algorithmic Value Oscillator Introduction: What is the AVO? Welcome to the Algorithmic Value Oscillator (AVO), a powerful, modern momentum indicator that reframes the classic "overbought" and "oversold" concept. Instead of relying on a fixed lookback period like a standard RSI, the AVO measures the current price relative to a significant, higher-timeframe Value Zone . This gives you a more contextual and structural understanding of price. The core question it answers is not just "Is the price moving up or down quickly?" but rather, " Where is the current price in relation to its recently established area of value? " This allows traders to identify true "premium" (overbought) and "discount" (oversold) levels with greater accuracy, all presented with a clean, futuristic aesthetic designed for the modern trader. The Core Concept: Price vs. Value The market is constantly trying to find equilibrium. The AVO is built on the principle that the high and low of a significant prior period (like the previous day or week) create a powerful area of perceived value. The Value Zone: The range between the high and low of the selected higher timeframe. Premium Territory (Distribution Zone): When the oscillator moves into the glowing pink/purple zone above +100, it is trading at a premium. Discount Territory (Accumulation Zone): When the oscillator moves into the glowing teal/blue zone below -100, it is trading at a discount. Key Features 1. Glowing Gradient Oscillator: The main oscillator line is a dynamic visual guide to momentum. The line changes color smoothly from light blue to neon teal as bullish momentum increases. It shifts from hot pink to bright purple as bearish momentum increases. Multiple transparent layers create a professional "glow" effect, making the trend easy to see at a glance. 2. Dynamic Volatility Histogram: This histogram at the bottom of the indicator is a custom volatility meter. It has been engineered to be adaptive, ensuring that the visual differences between high and low volatility are always clear and dramatic, no matter your zoom level. It uses a multi-color gradient to visualize the intensity of market volatility. 3. Volatility Regime Dashboard: This simple on-screen table analyzes the histogram and provides a clear, one-word summary of the current market state: Compressing, Stable, or Expanding. How to Use the AVO: Trading Strategies 1. Reversion Trading This is the most direct way to use the indicator. Look for Buys: When the AVO line drops into the teal "Accumulation Zone" (below -100), the price is trading at a discount. Watch for the oscillator to form a bottom and start turning up as a signal that buying pressure is returning. Look for Sells: When the AVO line moves into the pink "Distribution Zone" (above +100), the price is trading at a premium. Watch for the oscillator to form a peak and start turning down as a signal that selling pressure is increasing. 2. Best Practices & Settings Timeframe Synergy: The AVO is most effective when your chart timeframe is lower than your selected "Value Zone Source." For example, if you trade on the 1-hour chart, set your Value Zone to "Previous Day." Confirmation is Key: This indicator provides powerful context, but it should not be used in isolation. Always combine its readings with your primary analysis, such as market structure and support/resistance levels.
Penunjuk Pine Script®
oleh CRYPTIK1
3
Benchmark Relative Performance BRPBenchmark Relative Performance (BRP) is a comprehensive technical analysis tool that compares any stock's performance against a chosen benchmark (QQQ, SPY, IWM, etc.) to identify outperformance and underperformance patterns. Key Features: Dual-line visualization: Shows both ticker and relative strength performance Dynamic color coding: 5-level color system indicating performance strength Customizable benchmark: Choose from any ticker via TradingView's symbol picker Volume weighting: Optional volume analysis for stronger signal confirmation Performance zones: Visual thresholds for strong/moderate performance levels Compact info table: Real-time performance status and values What It Shows: Benchmark Performance Line (Blue): Shows your chosen benchmark's percentage performance Relative Strength Line (Color-coded): Shows how much the ticker outperforms/underperforms Fill Area: Visual gap between ticker and benchmark performance Performance Zones: Dotted lines marking significant performance thresholds Color System: Green: Strong outperformance (above custom threshold) Lime: Standard outperformance Yellow: Neutral/Equal performance Orange: Standard underperformance Red: Strong underperformance (below custom threshold) Best Used For: Stock selection and rotation strategies Sector/ETF relative strength analysis Identifying momentum shifts vs benchmarks Portfolio performance evaluation Market timing based on relative performance Settings: Customizable lookback period (default: 20) Adjustable strong performance threshold (default: 5%) Optional volume weighting factor Full table customization (position, colors, fonts) Performance display (percentage or decimal) Perfect for traders and investors who want to identify stocks showing relative strength or weakness compared to major market benchmarks.
Penunjuk Pine Script®
oleh thricegrate
Apex Edge - RSI Trend LinesThe Apex Edge - RSI Trend Lines indicator is a precision tool that automatically draws real-time trendlines on the RSI oscillator using confirmed pivot highs and lows. These dynamic trendlines track RSI structure in motion, helping you anticipate breakout zones, reversals, and hidden divergences. Every time a new pivot forms, the indicator automatically re-draws the RSI trendline between the two most recent pivots — giving you an always-current view of momentum structure. You’ll instantly see when RSI begins compressing or expanding, long before price reacts. Key Features: • Dynamic RSI trendlines drawn from the last 2 pivots • Auto re-draws in real-time as new pivots form • Optional "Full Extend" or "Pivot Only" modes • Slope color-coded: green = support, red = resistance • Built-in dotted RSI levels (30/70 default) • Alert conditions for RSI trendline breakout signals • Ideal for spotting divergence, compression, and early SMC confluence This is not your average RSI — it’s a fully reactive momentum edge overlay designed to give you clarity, structure, and timing from within the oscillator itself. Perfect for traders using Smart Money Concepts, divergence setups, or algorithmic trend tracking. ⚔️ Built for precision. Built for edge. Built for Apex.
Penunjuk Pine Script®
oleh ApexEdge
2
Fibo Normalized RSI & RSI RibbonPlots both standard and Z-score normalized RSI ribbons using Fibonacci-based periods. Supports adjustable normalization, optional 0–100 scaling, and multi-line visualizations for momentum and deviation analysis. This tool is designed for traders who want to go beyond standard RSI by adding: Statistical normalization (Z-score) Multi-period analysis (Fibonacci structure) Advanced divergence and exhaustion detection It gives you both classical momentum context and mathematically rigorous deviation insight, making it ideal for: Swing traders Quant-inclined discretionary traders Multi-timeframe analysts Trend Confirmation When both RSI and normalized RSI across short and long periods are stacked in the same direction (e.g., above 50 or with high Z-scores), the trend is likely strong. Disagreement between the two ribbons (e.g., RSI high but normalized RSI flat) may indicate late-stage trend or false strength. Mean Reversion Trades Look for normalized RSI values > +2 or < -2 (i.e., ~2 standard deviations). Cross-check with standard RSI to see if the move aligns with a traditional overbought/oversold level. Great for fade/reversal setups when Z-score RSI is extreme but classic RSI is just beginning to turn. Divergence Detection Compare the slope of RSI vs. normalized RSI over same period: If RSI is rising but normalized RSI is falling → momentum is fading despite apparent strength. Excellent for early warnings before reversals. Multi-Timeframe Confluence Use short-period ribbons (e.g., 3–13) for tactical entries/exits. Use long-period ribbons (e.g., 55–233) for macro trend bias. Alignment across both = high-confidence zone.
Penunjuk Pine Script®
oleh SCJedi
RSI Full Forecast [Titans_Invest]RSI Full Forecast Get ready to experience the ultimate evolution of RSI-based indicators – the RSI Full Forecast, a boosted and even smarter version of the already powerful: RSI Forecast Now featuring over 40 additional entry conditions (forecasts), this indicator redefines the way you view the market. AI-Powered RSI Forecasting: Using advanced linear regression with the least squares method – a solid foundation for machine learning - the RSI Full Forecast enables you to predict future RSI behavior with impressive accuracy. But that’s not all: this new version also lets you monitor future crossovers between the RSI and the MA RSI, delivering early and strategic signals that go far beyond traditional analysis. You’ll be able to monitor future crossovers up to 20 bars ahead, giving you an even broader and more precise view of market movements. See the Future, Now: • Track upcoming RSI & RSI MA crossovers in advance. • Identify potential reversal zones before price reacts. • Uncover statistical behavior patterns that would normally go unnoticed. 40+ Intelligent Conditions: The new layer of conditions is designed to detect multiple high-probability scenarios based on historical patterns and predictive modeling. Each additional forecast is a window into the price's future, powered by robust mathematics and advanced algorithmic logic. Full Customization: All parameters can be tailored to fit your strategy – from smoothing periods to prediction sensitivity. You have complete control to turn raw data into smart decisions. Innovative, Accurate, Unique: This isn’t just an upgrade. It’s a quantum leap in technical analysis. RSI Full Forecast is the first of its kind: an indicator that blends statistical analysis, machine learning, and visual design to create a true real-time predictive system. ⯁ SCIENTIFIC BASIS LINEAR REGRESSION Linear Regression is a fundamental method of statistics and machine learning, used to model the relationship between a dependent variable y and one or more independent variables 𝑥. The general formula for a simple linear regression is given by: y = β₀ + β₁x + ε β₁ = Σ((xᵢ - x̄)(yᵢ - ȳ)) / Σ((xᵢ - x̄)²) β₀ = ȳ - β₁x̄ Where: y   = is the predicted variable (e.g. future value of RSI) x ​​  = is the explanatory variable (e.g. time or bar index) β0 = is the intercept (value of 𝑦 when 𝑥 = 0) 𝛽1 = is the slope of the line (rate of change) ε   = is the random error term The goal is to estimate the coefficients 𝛽0 and 𝛽1 ​​so as to minimize the sum of the squared errors — the so-called Random Error Method Least Squares. ⯁ LEAST SQUARES ESTIMATION To minimize the error between predicted and observed values, we use the following formulas: β₁ = / β₀ = ȳ - β₁x̄ Where: ∑ = sum x̄ = mean of x ȳ = mean of y x_i, y_i = individual values ​​of the variables. Where: x_i and y_i are the means of the independent and dependent variables, respectively. i ranges from 1 to n, the number of observations. These equations guarantee the best linear unbiased estimator, according to the Gauss-Markov theorem, assuming homoscedasticity and linearity. ⯁ LINEAR REGRESSION IN MACHINE LEARNING Linear regression is one of the cornerstones of supervised learning. Its simplicity and ability to generate accurate quantitative predictions make it essential in AI systems, predictive algorithms, time series analysis, and automated trading strategies. By applying this model to the RSI, you are literally putting artificial intelligence at the heart of a classic indicator, bringing a new dimension to technical analysis. ⯁ VISUAL INTERPRETATION Imagine an RSI time series like this: Time → RSI    → The regression line will smooth these values ​​and extend them n periods into the future, creating a predicted trajectory based on the historical moment. This line becomes the predicted RSI, which can be crossed with the actual RSI to generate more intelligent signals. ⯁ SUMMARY OF SCIENTIFIC CONCEPTS USED Linear Regression Models the relationship between variables using a straight line. Least Squares Minimizes the sum of squared errors between prediction and reality. Time Series Forecasting Estimates future values ​​based on historical data. Supervised Learning Trains models to predict outputs from known inputs. Statistical Smoothing Reduces noise and reveals underlying trends. ⯁ WHY THIS INDICATOR IS REVOLUTIONARY Scientifically-based: Based on statistical theory and mathematical inference. Unprecedented: First public RSI with least squares predictive modeling. Intelligent: Built with machine learning logic. Practical: Generates forward-thinking signals. Customizable: Flexible for any trading strategy. ⯁ CONCLUSION By combining RSI with linear regression, this indicator allows a trader to predict market momentum, not just follow it. RSI Full Forecast is not just an indicator — it is a scientific breakthrough in technical analysis technology. ⯁ Example of simple linear regression, which has one independent variable: ⯁ In linear regression, observations ( red ) are considered to be the result of random deviations ( green ) from an underlying relationship ( blue ) between a dependent variable ( y ) and an independent variable ( x ). ⯁ Visualizing heteroscedasticity in a scatterplot against 100 random fitted values ​​using Matlab: ⯁ The data sets in the Anscombe's quartet are designed to have approximately the same linear regression line (as well as nearly identical means, standard deviations, and correlations) but are graphically very different. This illustrates the pitfalls of relying solely on a fitted model to understand the relationship between variables. ⯁ The result of fitting a set of data points with a quadratic function: _________________________________________________ 🔮 Linear Regression: PineScript Technical Parameters 🔮 _________________________________________________ Forecast Types: • Flat: Assumes prices will remain the same. • Linreg: Makes a 'Linear Regression' forecast for n periods. Technical Information: ta.linreg (built-in function) Linear regression curve. A line that best fits the specified prices over a user-defined time period. It is calculated using the least squares method. The result of this function is calculated using the formula: linreg = intercept + slope * (length - 1 - offset), where intercept and slope are the values ​​calculated using the least squares method on the source series. Syntax: • Function: ta.linreg() Parameters: • source: Source price series. • length: Number of bars (period). • offset: Offset. • return: Linear regression curve. This function has been cleverly applied to the RSI, making it capable of projecting future values ​​based on past statistical trends. ______________________________________________________ ______________________________________________________ ⯁ WHAT IS THE RSI❓ The Relative Strength Index (RSI) is a technical analysis indicator developed by J. Welles Wilder. It measures the magnitude of recent price movements to evaluate overbought or oversold conditions in a market. The RSI is an oscillator that ranges from 0 to 100 and is commonly used to identify potential reversal points, as well as the strength of a trend. ⯁ HOW TO USE THE RSI❓ The RSI is calculated based on average gains and losses over a specified period (usually 14 periods). It is plotted on a scale from 0 to 100 and includes three main zones:   •  Overbought: When the RSI is above 70, indicating that the asset may be overbought.   •  Oversold: When the RSI is below 30, indicating that the asset may be oversold.   •  Neutral Zone: Between 30 and 70, where there is no clear signal of overbought or oversold conditions. ______________________________________________________ ______________________________________________________ ⯁ ENTRY CONDITIONS The conditions below are fully flexible and allow for complete customization of the signal. ______________________________________________________ ______________________________________________________ 🔹 CONDITIONS TO BUY 📈 ______________________________________________________   •  Signal Validity: The signal will remain valid for X bars .   •  Signal Sequence: Configurable as AND or OR . 📈 RSI Conditions: 🔹 RSI > Upper 🔹 RSI < Upper 🔹 RSI > Lower 🔹 RSI < Lower 🔹 RSI > Middle 🔹 RSI < Middle 🔹 RSI > MA 🔹 RSI < MA 📈 MA Conditions: 🔹 MA > Upper 🔹 MA < Upper 🔹 MA > Lower 🔹 MA < Lower 📈 Crossovers: 🔹 RSI (Crossover) Upper 🔹 RSI (Crossunder) Upper 🔹 RSI (Crossover) Lower 🔹 RSI (Crossunder) Lower 🔹 RSI (Crossover) Middle 🔹 RSI (Crossunder) Middle 🔹 RSI (Crossover) MA 🔹 RSI (Crossunder) MA 🔹 MA (Crossover) Upper 🔹 MA (Crossunder) Upper 🔹 MA (Crossover) Lower 🔹 MA (Crossunder) Lower 📈 RSI Divergences: 🔹 RSI Divergence Bull 🔹 RSI Divergence Bear 📈 RSI Forecast: 🔹 RSI (Crossover) MA Forecast 🔹 RSI (Crossunder) MA Forecast 🔹 RSI Forecast 1 > MA Forecast 1 🔹 RSI Forecast 1 < MA Forecast 1 🔹 RSI Forecast 2 > MA Forecast 2 🔹 RSI Forecast 2 < MA Forecast 2 🔹 RSI Forecast 3 > MA Forecast 3 🔹 RSI Forecast 3 < MA Forecast 3 🔹 RSI Forecast 4 > MA Forecast 4 🔹 RSI Forecast 4 < MA Forecast 4 🔹 RSI Forecast 5 > MA Forecast 5 🔹 RSI Forecast 5 < MA Forecast 5 🔹 RSI Forecast 6 > MA Forecast 6 🔹 RSI Forecast 6 < MA Forecast 6 🔹 RSI Forecast 7 > MA Forecast 7 🔹 RSI Forecast 7 < MA Forecast 7 🔹 RSI Forecast 8 > MA Forecast 8 🔹 RSI Forecast 8 < MA Forecast 8 🔹 RSI Forecast 9 > MA Forecast 9 🔹 RSI Forecast 9 < MA Forecast 9 🔹 RSI Forecast 10 > MA Forecast 10 🔹 RSI Forecast 10 < MA Forecast 10 🔹 RSI Forecast 11 > MA Forecast 11 🔹 RSI Forecast 11 < MA Forecast 11 🔹 RSI Forecast 12 > MA Forecast 12 🔹 RSI Forecast 12 < MA Forecast 12 🔹 RSI Forecast 13 > MA Forecast 13 🔹 RSI Forecast 13 < MA Forecast 13 🔹 RSI Forecast 14 > MA Forecast 14 🔹 RSI Forecast 14 < MA Forecast 14 🔹 RSI Forecast 15 > MA Forecast 15 🔹 RSI Forecast 15 < MA Forecast 15 🔹 RSI Forecast 16 > MA Forecast 16 🔹 RSI Forecast 16 < MA Forecast 16 🔹 RSI Forecast 17 > MA Forecast 17 🔹 RSI Forecast 17 < MA Forecast 17 🔹 RSI Forecast 18 > MA Forecast 18 🔹 RSI Forecast 18 < MA Forecast 18 🔹 RSI Forecast 19 > MA Forecast 19 🔹 RSI Forecast 19 < MA Forecast 19 🔹 RSI Forecast 20 > MA Forecast 20 🔹 RSI Forecast 20 < MA Forecast 20 ______________________________________________________ ______________________________________________________ 🔸 CONDITIONS TO SELL 📉 ______________________________________________________   •  Signal Validity: The signal will remain valid for X bars .   •  Signal Sequence: Configurable as AND or OR . 📉 RSI Conditions: 🔸 RSI > Upper 🔸 RSI < Upper 🔸 RSI > Lower 🔸 RSI < Lower 🔸 RSI > Middle 🔸 RSI < Middle 🔸 RSI > MA 🔸 RSI < MA 📉 MA Conditions: 🔸 MA > Upper 🔸 MA < Upper 🔸 MA > Lower 🔸 MA < Lower 📉 Crossovers: 🔸 RSI (Crossover) Upper 🔸 RSI (Crossunder) Upper 🔸 RSI (Crossover) Lower 🔸 RSI (Crossunder) Lower 🔸 RSI (Crossover) Middle 🔸 RSI (Crossunder) Middle 🔸 RSI (Crossover) MA 🔸 RSI (Crossunder) MA 🔸 MA (Crossover) Upper 🔸 MA (Crossunder) Upper 🔸 MA (Crossover) Lower 🔸 MA (Crossunder) Lower 📉 RSI Divergences: 🔸 RSI Divergence Bull 🔸 RSI Divergence Bear 📉 RSI Forecast: 🔸 RSI (Crossover) MA Forecast 🔸 RSI (Crossunder) MA Forecast 🔸 RSI Forecast 1 > MA Forecast 1 🔸 RSI Forecast 1 < MA Forecast 1 🔸 RSI Forecast 2 > MA Forecast 2 🔸 RSI Forecast 2 < MA Forecast 2 🔸 RSI Forecast 3 > MA Forecast 3 🔸 RSI Forecast 3 < MA Forecast 3 🔸 RSI Forecast 4 > MA Forecast 4 🔸 RSI Forecast 4 < MA Forecast 4 🔸 RSI Forecast 5 > MA Forecast 5 🔸 RSI Forecast 5 < MA Forecast 5 🔸 RSI Forecast 6 > MA Forecast 6 🔸 RSI Forecast 6 < MA Forecast 6 🔸 RSI Forecast 7 > MA Forecast 7 🔸 RSI Forecast 7 < MA Forecast 7 🔸 RSI Forecast 8 > MA Forecast 8 🔸 RSI Forecast 8 < MA Forecast 8 🔸 RSI Forecast 9 > MA Forecast 9 🔸 RSI Forecast 9 < MA Forecast 9 🔸 RSI Forecast 10 > MA Forecast 10 🔸 RSI Forecast 10 < MA Forecast 10 🔸 RSI Forecast 11 > MA Forecast 11 🔸 RSI Forecast 11 < MA Forecast 11 🔸 RSI Forecast 12 > MA Forecast 12 🔸 RSI Forecast 12 < MA Forecast 12 🔸 RSI Forecast 13 > MA Forecast 13 🔸 RSI Forecast 13 < MA Forecast 13 🔸 RSI Forecast 14 > MA Forecast 14 🔸 RSI Forecast 14 < MA Forecast 14 🔸 RSI Forecast 15 > MA Forecast 15 🔸 RSI Forecast 15 < MA Forecast 15 🔸 RSI Forecast 16 > MA Forecast 16 🔸 RSI Forecast 16 < MA Forecast 16 🔸 RSI Forecast 17 > MA Forecast 17 🔸 RSI Forecast 17 < MA Forecast 17 🔸 RSI Forecast 18 > MA Forecast 18 🔸 RSI Forecast 18 < MA Forecast 18 🔸 RSI Forecast 19 > MA Forecast 19 🔸 RSI Forecast 19 < MA Forecast 19 🔸 RSI Forecast 20 > MA Forecast 20 🔸 RSI Forecast 20 < MA Forecast 20 ______________________________________________________ ______________________________________________________ 🤖 AUTOMATION 🤖 • You can automate the BUY and SELL signals of this indicator. ______________________________________________________ ______________________________________________________ ⯁ UNIQUE FEATURES ______________________________________________________ Linear Regression: (Forecast) Signal Validity: The signal will remain valid for X bars Signal Sequence: Configurable as AND/OR Condition Table: BUY/SELL Condition Labels: BUY/SELL Plot Labels in the Graph Above: BUY/SELL Automate and Monitor Signals/Alerts: BUY/SELL Linear Regression (Forecast) Signal Validity: The signal will remain valid for X bars Signal Sequence: Configurable as AND/OR Condition Table: BUY/SELL Condition Labels: BUY/SELL Plot Labels in the Graph Above: BUY/SELL Automate and Monitor Signals/Alerts: BUY/SELL ______________________________________________________ 📜 SCRIPT : RSI Full Forecast 🎴 Art by  : @Titans_Invest & @DiFlip 👨‍💻 Dev by : @Titans_Invest & @DiFlip 🎑 Titans Invest — The Wizards Without Gloves 🧤 ✨ Enjoy! ______________________________________________________ o Mission 🗺 • Inspire Traders to manifest Magic in the Market. o Vision 𐓏 • To elevate collective Energy 𐓷𐓏
Penunjuk Pine Script®
oleh Titans_Invest
Kalman Filtered RSI | [DeV]The Kalman Filtered RSI indicator is an advanced tool designed for traders who want precise, noise-free market insights. By enhancing the classic Relative Strength Index (RSI) with a Kalman filter, this indicator delivers a smoother, more reliable view of market momentum, helping you identify trends, reversals, and overbought/oversold conditions with greater accuracy. It’s an ideal choice for traders seeking clear signals amidst market volatility, giving you a competitive edge across any trading environment. The RSI measures momentum by analyzing price movements over a set period, typically 14 bars. It calculates the average of price gains on up days and the average of price losses on down days, then compares these to produce a value between 0 and 100. An RSI above 70 often indicates an overbought market that may reverse downward, while below 30 suggests an oversold market that could reverse upward. RSI is great for spotting momentum shifts, potential reversals, and trend strength, but it can be noisy in choppy markets, leading to misleading signals. That's where the Kalman filter comes in; it enhances the RSI by applying a sophisticated smoothing process that predicts the RSI’s next value based on its historical trend, then updates this prediction with the actual RSI reading. It operates in two phases: prediction and correction. In the prediction phase, it uses the previous filtered RSI and adds uncertainty from process noise (Q), which is derived from the historical variance of RSI changes, reflecting how much the RSI might unexpectedly shift. In the correction phase, it calculates a Kalman gain based on the ratio of prediction uncertainty to measurement noise (R), which is determined from the variance between raw RSI and a smoothed version, indicating the raw data’s noisiness. This gain weights how much the filter trusts the new RSI versus the prediction, blending them to produce a smoothed RSI that reduces noise while staying responsive to real trends, outperforming simpler methods like moving averages that often lag or oversmooth. With the Kalman Filtered RSI, you get a refined view of momentum, making it easier to spot trends and reversals with clarity. This indicator’s ability to dynamically adapt to market changes delivers timely, reliable signals, making it a powerful addition to your trading strategy for any market or timeframe.
Penunjuk Pine Script®
oleh DeVrizii
RSI Full [Titans_Invest]RSI Full One of the most complete RSI indicators on the market. While maintaining the classic RSI foundation, our indicator integrates multiple entry conditions to generate more accurate buy and sell signals. All conditions are fully configurable, allowing complete customization to fit your trading strategy. ⯁ WHAT IS THE RSI❓ The Relative Strength Index (RSI) is a technical analysis indicator developed by J. Welles Wilder. It measures the magnitude of recent price movements to evaluate overbought or oversold conditions in a market. The RSI is an oscillator that ranges from 0 to 100 and is commonly used to identify potential reversal points, as well as the strength of a trend. ⯁ HOW TO USE THE RSI❓ The RSI is calculated based on average gains and losses over a specified period (usually 14 periods). It is plotted on a scale from 0 to 100 and includes three main zones: Overbought: When the RSI is above 70, indicating that the asset may be overbought. Oversold: When the RSI is below 30, indicating that the asset may be oversold. Neutral Zone: Between 30 and 70, where there is no clear signal of overbought or oversold conditions. ⯁ ENTRY CONDITIONS The conditions below are fully flexible and allow for complete customization of the signal. ______________________________________________________ 🔹 CONDITIONS TO BUY 📈 ______________________________________________________   •  Signal Validity: The signal will remain valid for X bars .   •  Signal Sequence: Configurable as AND/OR . 📈 RSI Conditions: 🔹 RSI > Upper 🔹 RSI < Upper 🔹 RSI > Lower 🔹 RSI < Lower 🔹 RSI > Middle 🔹 RSI < Middle 🔹 RSI > MA 🔹 RSI < MA 📈 MA Conditions: 🔹 MA > Upper 🔹 MA < Upper 🔹 MA > Lower 🔹 MA < Lower 📈 Crossovers: 🔹 RSI (Crossover) Upper 🔹 RSI (Crossunder) Upper 🔹 RSI (Crossover) Lower 🔹 RSI (Crossunder) Lower 🔹 RSI (Crossover) Middle 🔹 RSI (Crossunder) Middle 🔹 RSI (Crossover) MA 🔹 RSI (Crossunder) MA 🔹 MA (Crossover) Upper 🔹 MA (Crossunder) Upper 🔹 MA (Crossover) Lower 🔹 MA (Crossunder) Lower 📈 RSI Divergences: 🔹 RSI Divergence Bull 🔹 RSI Divergence Bear ______________________________________________________ ______________________________________________________ 🔸 CONDITIONS TO SELL 📉 ______________________________________________________   •  Signal Validity: The signal will remain valid for X bars .   •  Signal Sequence: Configurable as AND/OR . 📉 RSI Conditions: 🔸 RSI > Upper 🔸 RSI < Upper 🔸 RSI > Lower 🔸 RSI < Lower 🔸 RSI > Middle 🔸 RSI < Middle 🔸 RSI > MA 🔸 RSI < MA 📉 MA Conditions: 🔸 MA > Upper 🔸 MA < Upper 🔸 MA > Lower 🔸 MA < Lower 📉 Crossovers: 🔸 RSI (Crossover) Upper 🔸 RSI (Crossunder) Upper 🔸 RSI (Crossover) Lower 🔸 RSI (Crossunder) Lower 🔸 RSI (Crossover) Middle 🔸 RSI (Crossunder) Middle 🔸 RSI (Crossover) MA 🔸 RSI (Crossunder) MA 🔸 MA (Crossover) Upper 🔸 MA (Crossunder) Upper 🔸 MA (Crossover) Lower 🔸 MA (Crossunder) Lower 📉 RSI Divergences: 🔸 RSI Divergence Bull 🔸 RSI Divergence Bear ______________________________________________________ ______________________________________________________ 🤖 AUTOMATION 🤖 • You can automate the BUY and SELL signals of this indicator. ______________________________________________________ ______________________________________________________ ⯁ UNIQUE FEATURES ______________________________________________________ Signal Validity: The signal will remain valid for X bars Signal Sequence: Configurable as AND/OR Condition Table: BUY/SELL Condition Labels: BUY/SELL Plot Labels in the Graph Above: BUY/SELL Automate and Monitor Signals/Alerts: BUY/SELL Signal Validity: The signal will remain valid for X bars Signal Sequence: Configurable as AND/OR Condition Table: BUY/SELL Condition Labels: BUY/SELL Plot Labels in the Graph Above: BUY/SELL Automate and Monitor Signals/Alerts: BUY/SELL ______________________________________________________ 📜 SCRIPT : RSI Full 🎴 Art by  : @Titans_Invest & @DiFlip 👨‍💻 Dev by : @Titans_Invest & @DiFlip 🎑 Titans Invest — The Wizards Without Gloves 🧤 ✨ Enjoy the Spell! ______________________________________________________ o Mission 🗺 • Inspire Traders to manifest Magic in the Market. o Vision 𐓏 • To elevate collective Energy 𐓷𐓏
Penunjuk Pine Script®
oleh Titans_Invest
RSI Signal Pro[UgurTash]Introducing RSI Signal Pro for TradingView RSI Signal Pro is a refined version of the standard Relative Strength Index (RSI) , designed to improve signal accuracy by generating alerts in real-time instead of waiting for multiple candle confirmations. This enhancement allows traders to react faster to market movements while maintaining the familiar RSI structure. What Makes RSI Signal Pro Unique? ✅ Real-Time RSI Signals: Unlike the traditional RSI, which waits for candle confirmations, this version provides immediate buy and sell signals upon key level crossovers. ✅ Dual Trading Modes: Choose between Simple Mode (standard RSI crossovers) and Advanced Mode (momentum-adjusted signals with price validation). ✅ Customizable RSI-Based Moving Average (MA): Optionally apply SMA, EMA, WMA, or VWMA to smooth RSI fluctuations and identify longer-term trends. ✅ Adaptive Signal Filtering: The Advanced Mode reduces false signals by filtering RSI movements with a momentum threshold and historical RSI validation. ✅ User-Friendly Interface: Simple ON/OFF toggles allow easy customization of the indicator's behavior. How This Indicator Works 🔹 Simple Mode: Identical to traditional RSI, triggering signals when RSI crosses 30 (bullish) or 70 (bearish). 🔹 Advanced Mode: Uses historical RSI pivots, momentum verification, and price confirmation to refine signal accuracy—ideal for traders looking for more precise entries. 🔹 RSI-Based MA: Optionally overlay moving averages onto the RSI, providing additional trend confirmation. How to Use RSI Signal Pro 1️⃣ Select a mode: Use Simple Mode for frequent alerts or Advanced Mode for refined signals. 2️⃣ Enable RSI-Based MA: Apply SMA, EMA, WMA, or VWMA to smooth RSI fluctuations. 3️⃣ Set alerts: TradingView notifications allow you to react to real-time RSI movements instantly. 4️⃣ Apply to multiple markets: Effective for crypto, forex, stocks, and commodities. Why Use RSI Signal Pro Instead of Standard RSI? While RSI Signal Pro maintains the core functionality of the standard RSI, its real-time signal generation allows traders to make faster decisions without the typical delay caused by waiting for candle confirmations. Additionally, the optional momentum filtering and moving average smoothing ensure fewer false signals and better trade accuracy.
Penunjuk Pine Script®
oleh ugurtash
Waldo Cloud Bollinger Bands Waldo Cloud Bollinger Bands Indicator Description for TradingView Title: Waldo Cloud Bollinger Bands Short Title: Waldo Cloud BB Overview: The Waldo Cloud Bollinger Bands indicator is a sophisticated tool designed for traders looking to combine the volatility analysis of Bollinger Bands with the momentum insights of the Relative Strength Index (RSI) and moving average crossovers. This indicator overlays on your chart, providing a visual representation that helps in identifying potential trading opportunities based on price action, momentum, and trend direction. Concept: This indicator merges three key technical analysis concepts: Bollinger Bands: These are used to measure market volatility. The bands consist of a central moving average (basis) with an upper and lower band that are standard deviations away from this average. In this indicator, you can customize the type of moving average used for the basis (SMA, EMA, SMMA, WMA, VWMA), the length of the period, the source price, and the standard deviation multiplier, offering flexibility to adapt to different market conditions. Relative Strength Index (RSI): The RSI is incorporated to provide insight into the momentum of price movements. Users can adjust the RSI length and overbought/oversold levels and even choose the price source for RSI calculation, allowing for tailored momentum analysis. The RSI values influence the cloud color between the Bollinger Bands, signaling market conditions. Moving Average Crossovers: Two moving averages with customizable lengths and types are used to identify trend direction through crossovers. A fast MA (default 20 periods) and a slow MA (default 50 periods) are plotted when enabled, helping to signal potential bullish or bearish market conditions when they cross over each other. Functionality: Bollinger Bands Calculation: The basis of the Bollinger Bands is calculated using a user-defined moving average type, with a customizable length, source, and standard deviation multiplier. The upper and lower bands are then plotted around this basis. RSI Calculation: The RSI is computed using a user-specified source, length, and overbought/oversold levels. This RSI value is used to determine the color of the cloud between the Bollinger Bands, which visually represents market sentiment: Purple when RSI is overbought. Blue when RSI is oversold. Green for bullish conditions (when the fast MA crosses above the slow MA, RSI is bullish, and the price is above the slow MA). Red for bearish conditions (when the fast MA crosses below the slow MA, RSI is bearish, and the price is below the slow MA). Gray for neutral conditions. Trend Analysis: The indicator uses two moving averages to help determine the trend direction. When the fast MA crosses over the slow MA, it suggests a potential change in trend direction, which, combined with RSI conditions, provides a more comprehensive trading signal. Customization: Users can select the type of moving average for all calculations through the "Global MA Type" setting, ensuring consistency in how trends and volatility are interpreted. The Bollinger Bands settings allow for adjustments in length, source, standard deviation, and offset, giving traders control over how volatility is measured. RSI settings include the ability to change the RSI source, length, and overbought/oversold thresholds, which can be fine-tuned to match trading strategies. The option to show or hide moving averages provides clarity on the chart, focusing on either the Bollinger Bands or including the MA crossovers for trend analysis. Usage: This indicator is ideal for traders who incorporate both volatility and momentum in their trading decisions. By observing the color changes in the cloud, along with the position of the price relative to the moving averages, traders can gauge potential entry and exit points. For instance, a green cloud with a price above the slow MA might suggest a strong buying opportunity, while a red cloud with a price below might indicate selling pressure. Conclusion: The Waldo Cloud Bollinger Bands indicator offers a unique blend of volatility, momentum, and trend analysis, providing traders with a multi-faceted view of market conditions. Its customization options make it adaptable to various trading styles and market environments, making it a valuable addition to any trader's toolkit on Trading View.
Penunjuk Pine Script®
oleh RSI_Trading_Concepts