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Moving Averages

Weighted KDE Mode🙏🏻 The ‘ultimate’ typical value estimator, for the highest computational cost @ time complexity O(n^2). I am not afraid to say: this is the last resort BFG9000 you can ‘ever’ get to make dem market demons kneel before y’all Quickguide pls read it, you won’t find it anywhere else in open access When to use: If current market activity is so crazy || things on your charts are really so bad (contaminated data && (data has very heavy tails || very pronounced peak)), the only option left is to use the peak (mode) of Kernel Density Estimate , instead of median not even mentioning mean. So when WMA won’t help, when WPNR won’t help, you need this thing. Setting it up: Interval: choose what u need, you can use usual moving windows, but I also added yearly and session anchors alike in old VWAP (always prefer 24h instead of Session if your plan allows). Other options like cumulative window are also there. Parameters: this script ain't no joke, it needs time to make calculations, so I added a setting to calculate only for the last N bars (when “starting at bar N” is put on 0). If it’s not zero it acts as a starting point after which the calculations happen (useful for backtesting). Other parameters keep em as they are, keep student5 kernel , turn off appropriate weights if u apply it to other than chart data, on other studies etc. But instead of listening to me just experiment with parameters and see what they change, would take 5 mins max Been always saying that VWAP is ish, not time-aware etc, volume info is incorporated in a lil bit wrong way… So I decided not just to fix VWAP (you can do it yourself in 5 mins), but instead to drop there the Ultimate xD typical value estimator that is ever possible to do. Time aware, volume / inferred volume aware, resistant to all kinds of BS. This is your shieldwall. How it works: You can easily do a weighted kernel density estimation, in our case including temporal and intensity information while accumulating densities. Here are some details worth mentioning about the thing: Kernels are raw (not unit variance), that’s easier to work with later. h_constants for each kernel were calculated ^^ given that ^^ with python mpmath module with high decimal precision. In bandwidth calculation instead of using empirical standard deviation as a scaler, I use... ta.range(src, len) / math.sqrt(12) ...that takes data range and converts it to standard deviation, assuming data is uniformly distributed. That’s exactly what we need: a scaler that is coherent with the KDE, that has nothing to do with stdevs, as the kernels except for gaussian ones (that we don’t even need to use). More importantly, if u take multiple windows and see over time which distro they approach on the long term, that would be the uniform one (not the normal one as many think). Sometimes windows are multimodal, sometimes Laplace like etc, so in general all together they are uniform ish. The one and only kernel you really need is Student t with v = 5 , for the use case I highlighted in the first part of the post for TV users. It’s as far as u can get until ish becomes crazy like undefined variance etc. It has the highest kurtosis = 9 of all distros, perfect for the real use case I mentioned. Otherwise, you don’t even need KDE 4 real, but still I included other senseful kernels for comparison or in case I am trippin there. Btw, don’t believe in all that hype about Epanechnikov kernel which in essence is made from beta distribution with alpha = beta = 2, idk why folk call it with that weird name, it’s beta2 kernel. Yes on papers it really minimises AMISE (that’s how I calculated h constants for all dem kernels in the script), but for really crazy data (proper use case for us), it ain't provides even ‘closely’ compared with student5 kernel. Not much else to add. Shout out to @RicardoSantos for inspiration, I saw your KDE script a long time ago brotha, finna got my hands on it. ∞
Pine Script® indicator
by gorx1
2
6x EMA Set (5/20/50/100/200/300)This Pine Script indicator utilizes six Exponential Moving Averages (5, 20, 50, 100, 200, and 300 EMA) to visualize market trends and support/resistance levels across multiple timeframes on a single chart. The code is highly customizable, allowing the user to input and adjust the period length and color for each EMA directly within the indicator settings. The calculation engine uses Pine Script v5's optimized ta.ema() function to compute each average based on the closing price, with the EMA formula naturally weighting recent price action more heavily. This multi-layered structure enables the trader to quickly compare short-term momentum (Fast EMAs) against long-term structural trends (Slow EMAs).
Pine Script® indicator
by mhakany
Keltner Hull Suite [QuantAlgo]🟢 Overview The Keltner Hull Suite combines Hull Moving Average positioning with double-smoothed True Range banding to identify trend regimes and filter market noise. The indicator establishes upper and lower volatility bounds around the Hull MA, with the trend line conditionally updating only when price violates these boundaries. This mechanism distinguishes between genuine directional shifts and temporary price fluctuations, providing traders and investors with a systematic framework for trend identification that adapts to changing volatility conditions across multiple timeframes and asset classes. 🟢 How It Works The calculation foundation begins with the Hull Moving Average, a weighted moving average designed to minimize lag while maintaining smoothness: hullMA = ta.hma(priceSource, hullPeriod) The indicator then calculates true range and applies dual exponential smoothing to create a volatility measure that responds more quickly to volatility changes than traditional ATR implementations while maintaining stability through the double-smoothing process: tr = ta.tr(true) smoothTR = ta.ema(tr, keltnerPeriod) doubleSmooth = ta.ema(smoothTR, keltnerPeriod) deviation = doubleSmooth * keltnerMultiplier Dynamic support and resistance boundaries are constructed by applying the multiplier-scaled volatility deviation to the Hull MA, creating upper and lower bounds that expand during volatile periods and contract during consolidation: upperBound = hullMA + deviation lowerBound = hullMA - deviation The trend line employs a conditional update mechanism that prevents premature trend reversals. The system maintains the current trend line until price action violates the respective boundary, at which point the trend line snaps to the violated bound: if upperBound < trendLine trendLine := upperBound if lowerBound > trendLine trendLine := lowerBound Directional bias determination compares the current trend line value against its previous value, establishing bullish conditions when rising and bearish conditions when falling. Signal generation occurs on state transitions, triggering alerts when the trend state shifts from neutral or opposite direction: trendUp = trendLine > trendLine trendDown = trendLine < trendLine longSignal = trendState == 1 and trendState != 1 shortSignal = trendState == -1 and trendState != -1 The visualization layer creates a trend band by plotting both the current trend line and a two-bar shifted version, with the area between them filled to create a visual channel that reinforces directional conviction. 🟢 How to Use This Indicator ▶ Long and Short Signals: The indicator generates long/buy signals when the trend state transitions to bullish (trend line begins rising) and short/sell signals when transitioning to bearish (trend line begins falling). These state changes represent structural shifts in momentum where price has broken through the adaptive volatility bands, confirming directional commitment. ▶ Trend Band Dynamics: The spacing between the main trend line and its shifted counterpart creates a visual band whose width reflects trend strength and momentum consistency. Expanding bands indicate accelerating directional movement and strong trend persistence, while contracting or flattening bands suggest decelerating momentum, potential trend exhaustion, or impending consolidation. Monitoring band width provides early warning of regime transitions from trending to range-bound conditions. ▶ Preconfigured Presets: Three optimized parameter sets accommodate different trading styles and timeframes. Default (14, 20, 2.0) provides balanced trend identification suitable for daily charts and swing trading, Fast Response (10, 14, 1.5) delivers aggressive signal generation optimized for intraday scalping and momentum trading on 1-15 minute timeframes, while Smooth Trend (18, 30, 2.5) offers conservative trend confirmation ideal for position trading on 4-hour to daily charts with enhanced noise filtration. ▶ Built-in Alerts: Three alert conditions enable automated monitoring - Bullish Trend Signal triggers on long setup confirmation, Bearish Trend Signal activates on short setup confirmation, and Trend Change alerts on any directional transition. These notifications allow you to respond to regime shifts without continuous chart monitoring. ▶ Color Customization: Five visual themes (Classic, Aqua, Cosmic, Ember, Neon, plus Custom) accommodate different chart backgrounds and display preferences, ensuring optimal contrast and visual clarity across trading environments.
Pine Script® indicator
by QuantAlgo
7
Average True Range (ATR)Strategy Name: ATR Trend-Following System with Volatility Filter & Dynamic Risk Management Short Name: ATR Pro Trend System Current Version: 2025 Edition (fully tested and optimized)Core ConceptA clean, robust, and highly profitable trend-following strategy that only trades when three strict conditions are met simultaneously:Clear trend direction (price above/below EMA 50) Confirmed trend strength and trailing stop (SuperTrend) Sufficient market volatility (current ATR(14) > its 50-period average) This combination ensures the strategy stays out of choppy, low-volatility ranges and only enters during high-probability, trending moves with real momentum.Key Features & ComponentsComponent Function Default Settings EMA 50 Primary trend filter 50-period exponential SuperTrend Dynamic trailing stop + secondary trend confirmation Period 10, Multiplier 3.0 ATR(14) with RMA True volatility measurement (Wilder’s original method) Length 14 50-period SMA of ATR Volatility filter – only trade when current ATR > average ATR Length 50 Background coloring Visual position status: light green = long, light red = short, white = flat – Entry markers Green/red triangles at the exact entry bar – Dynamic position sizing Fixed-fractional risk: exactly 1% of equity per trade 1.00% risk Stop distance 2.5 × ATR(14) – fully adaptive to current volatility Multiplier 2.5 Entry RulesLong: Close > EMA 50 AND SuperTrend bullish AND ATR(14) > SMA(ATR,50) Short: Close < EMA 50 AND SuperTrend bearish AND ATR(14) > SMA(ATR,50) Exit RulesPosition is closed automatically when SuperTrend flips direction (acts as volatility-adjusted trailing stop). Money ManagementRisk per trade: exactly 1% of current account equity Position size is recalculated on every new entry based on current ATR Automatically scales up in strong trends, scales down in low-volatility regimes Performance Highlights (2015–Nov 2025, real backtests)CAGR: 22–50% depending on market Max Drawdown: 18–28% Profit Factor: 1.89–2.44 Win Rate: 57–62% Average holding time: 10–25 days (daily timeframe) Best Markets & TimeframesExcellent on: Bitcoin, S&P 500, Nasdaq-100, DAX, Gold, major Forex pairs Recommended timeframes: 4H, Daily, Weekly (Daily is the sweet spot)
Pine Script® indicator
by Semtex76
OK A+ Setup Scanner + Score PanelOK A+ Setup Scanner (0–8 Score with Real-Time Panel) Designed to help swing traders quickly identify leader stocks forming high-probability breakout structures inspired by Oliver Kell’s super-performance methodology. This indicator analyzes trend strength, EMA alignment, volatility behavior, proximity to 52-week highs, volume dry-up, pullback structure, and breakout confirmation to generate a 0–8 “Kell Score” for every chart. Score 5+ = A+ setup candidate Score 7–8 = high-quality super-performance structure Background highlights A+ bars, and a real-time scoring panel displays: Current Kell Score Setup quality grade Trend/EMA alignment pass/fail Leadership (near highs) pass/fail Structure (pullback + volume) pass/fail
Pine Script® indicator
by x_discipline_x
Clean Industry DataClean Industry Data – Overview Clean Industry Data is a utility tool designed to give traders an instant, structured view of key fundamental and volatility metrics directly on the chart. The script displays a compact, customizable information panel containing: Industry & Sector Market Cap and Free-Float Market Cap Free-Float Percentage Average Daily Rupee Volume Relative Volume (R.Vol) based on daily volume % from 10 / 21 / 50 EMAs (calculated on daily closes) ADR (14-day) with threshold-based indicators ATR (current timeframe) with colour-coded risk cues All volume-based statistics are anchored to daily data, ensuring the values remain consistent across all timeframes. The display table supports flexible positioning, custom background/text colours, and adjustable text size. This script is ideal for traders who want a quick, accurate snapshot of a stock’s liquidity, volatility, and broader classification — without digging through multiple menus or external sources.
Pine Script® indicator
by jigz11
4
Renko ScalperWhat it is- A lightweight Renko Scalper that combines Renko brick direction with an internal EMA trend filter and MACD confirmation to signal high-probability short-term entries. EMAs are used internally (hidden from the chart) so the visual remains uncluttered. Signals- Buy arrow: Renko direction turns bullish AND EMA trend up AND MACD histogram positive. Sell arrow: Renko direction turns bearish AND EMA trend down AND MACD histogram negative. Consecutive same-direction signals are suppressed (only one arrow per direction until opposite signal). Visuals- Buy / Sell arrows (large) above/below bars. Chart background tints green/red after the respective signal for easy glance recognition. Inputs:- Renko Box Size (points) EMA Fast / EMA Slow MACD fast/slow/signal lengths How to use- Add to chart Use smaller Renko box sizes for scalping, larger for swing-like entries. Confirm signal with price action and volume—this indicator is a signal generator, not a full automated system. Use alerts (built in) to receive Buy / Sell arrow notifications. Alerts- Buy Arrow — buySignal Sell Arrow — sellSignal Buy Background / Sell Background — background-color state alerts Recommended settings- Timeframes: 1m–15m for scalping, 5m for balanced intraday. Symbols: liquid futures/currency pairs/major crypto. Disclaimer This script is educational and not financial advice. Backtest and forward test on a demo account before live use. Past performance is not indicative of future results. Use proper risk management.
Pine Script® indicator
by ChandraBose2002
Alper-EMAAlper-EMA Description: This indicator allows you to display 5 customizable EMAs (Exponential Moving Averages) on a single chart. Each EMA can be configured independently with length, color, visibility, and calculation timeframe. Features: 5 fully customizable EMAs Set individual length and color for each EMA Toggle visibility for each EMA Multi-timeframe calculation: e.g., display EMA300 calculated on a 30-minute timeframe while viewing a 1-minute chart Labels display EMA period and timeframe for clarity Adjustable label size: tiny / small / normal / large Clear and readable plot lines Use Cases: Monitor multiple timeframe EMAs simultaneously Analyze trend and support/resistance levels Track EMA crossovers for strategy development Note: This indicator is suitable for both short-term (scalping) and medium-to-long term analysis. The multi-timeframe feature allows you to see different EMA perspectives on a single chart quickly.
Pine Script® indicator
by alperdesdicioglu
VCP Base Detector 📊 VCP BASE DETECTOR - AUTO-DETECT CONSOLIDATION ZONES 🎯 WHAT IS THIS INDICATOR? This indicator automatically detects and marks ALL consolidation bases (VCP bases) on your chart. It: ✅ Auto-detects when price enters consolidation ✅ Measures base tightness (volatility contraction) ✅ Tracks base duration (how long consolidating) ✅ Rates base quality (1-5 stars) ✅ Shows volume drying confirmation ✅ Detects base breakouts ✅ Shows progression of multiple bases (VCP pattern) Use this WITH the "Mark Minervini SEPA Balanced" indicator for complete trading setups! ✅ Mark Minervini SEPA Balanced = Trend + RS + Stage ✅ VCP Base Detector = Base Quality + Progression Combined = Complete professional trading system! 🎨 WHAT YOU SEE ON YOUR CHART 1️⃣ COLORED BOXES (Base Zones): 🟦 Aqua Box = ⭐⭐⭐⭐⭐ Excellent base (tightest) 🔵 Blue Box = ⭐⭐⭐⭐ Very good base 🟣 Purple Box = ⭐⭐⭐ Good base 🟠 Orange Box = ⭐⭐ Fair base ⬜ Gray Box = ⭐ Weak base 2️⃣ BASE LABELS (With Metrics): Shows above each base: • Duration: 20 days • Tightness: 0.9% • Quality: ⭐⭐⭐⭐⭐ 3️⃣ BREAKOUT LABELS (When price exits base): Green "BREAKOUT ✓" label shows: • Price: ₹800 • Volume: 1.6x 4️⃣ DASHBOARD (Top-Left Panel): Real-time base metrics showing: • In Base: YES/NO • Tightness: 0.8% • Duration: 22 days • Range: 3.5% • Volume: Drying/Normal • Quality: ⭐⭐⭐⭐ 📊 UNDERSTANDING BASE QUALITY (⭐ Rating System) ⭐⭐⭐⭐⭐ (EXCELLENT) ├─ Tightness: < 0.8% ATR ├─ Duration: 15-40 days ├─ Volume: Significantly drying ├─ Price Range: < 5% └─ Result: Most explosive breakouts (best quality) ⭐⭐⭐⭐ (VERY GOOD) ├─ Tightness: 0.8-1.0% ATR ├─ Duration: 15-35 days ├─ Volume: Very dry ├─ Price Range: < 7% └─ Result: High probability breakouts ⭐⭐⭐ (GOOD) ├─ Tightness: 1.0-1.3% ATR ├─ Duration: 15-30 days ├─ Volume: Drying ├─ Price Range: < 8% └─ Result: Decent breakout probability ⭐⭐ (FAIR) ├─ Tightness: 1.3-1.5% ATR ├─ Duration: 15-25 days ├─ Volume: Moderate drying ├─ Price Range: < 10% └─ Result: Lower quality, riskier ⭐ (WEAK) ├─ Tightness: > 1.5% ATR ├─ Duration: Varies ├─ Volume: Not drying enough ├─ Price Range: > 10% └─ Result: Low quality, skip these 📈 HOW TO USE - STEP BY STEP STEP 1: ADD INDICATOR TO CHART ──────────────────────────────── 1. Open any stock chart (use 1D timeframe for swing trading) 2. Click "Indicators" 3. Search "VCP Base Detector" 4. Click to add to chart 5. Wait a moment for boxes to appear STEP 2: SCAN FOR BASES ─────────────────────── Look for: ✓ Colored boxes appearing on chart (bases forming) ✓ Dashboard showing "In Base: YES" ✓ Tightness below 1.5% ✓ Volume Dry: YES STEP 3: MONITOR BASE QUALITY ────────────────────────────── Dashboard shows stars: ⭐⭐⭐⭐⭐ = Wait for breakout (best setup) ⭐⭐⭐⭐ = Good quality, watch for breakout ⭐⭐⭐ = Decent, but not ideal ⭐⭐ or ⭐ = Skip (lower probability) STEP 4: WAIT FOR BREAKOUT ────────────────────────── When price breaks above the box: ✓ Green "BREAKOUT ✓" label appears ✓ Shows breakout price and volume ✓ If volume shows 1.3x+, breakout is confirmed ✓ This is your entry signal! STEP 5: CHECK MINERVINI CRITERIA (Use Both Indicators) ─────────────────────────────────────────────────────── Before entering: ✓ VCP Base Detector shows ⭐⭐⭐⭐+ quality base ✓ Mark Minervini indicator shows BUY SIGNAL ✓ Dashboard shows 10+ criteria GREEN ✓ Stage shows S2 Result: HIGH-PROBABILITY SETUP! 🎯 📋 DASHBOARD INDICATORS - WHAT EACH MEANS BASE METRICS SECTION: ───────────────────── In Base = ✓ YES or ✗ NO Show if price is currently consolidating Tightness = 0-3% (lower = tighter = better) < 0.8% = ⭐⭐⭐⭐⭐ (excellent) 0.8-1.0% = ⭐⭐⭐⭐ (very good) 1.0-1.3% = ⭐⭐⭐ (good) 1.3-1.5% = ⭐⭐ (fair) > 1.5% = ⭐ (weak) Duration = Number of days in consolidation 15 days = ⭐ (too short, weak) 20 days = ⭐⭐⭐ (ideal) 30 days = ⭐⭐⭐⭐ (very long, strong) > 40 days = ⚠️ (too long, may break down) Range = % movement within the base < 5% = ⭐⭐⭐⭐⭐ (excellent, very tight) 5-8% = ⭐⭐⭐ (good) > 10% = ⭐ (loose, not ideal) Vol Dry = Volume status during consolidation ✓ YES = Volume contracting (good) ✗ NO = Normal/high volume (weak setup) QUALITY SECTION: ──────────────── Stars = Overall base quality rating ⭐⭐⭐⭐⭐ = Best quality bases (most explosive) ⭐⭐⭐⭐ = Excellent quality ⭐⭐⭐ = Good quality ⭐⭐ = Fair quality ⭐ = Weak quality (skip) 52W INFO SECTION: ───────────────── From 52W Hi = How far below 52-week high is price? < 25% = In sweet zone ✓ > 25% = Too far from highs ✗ From 52W Lo = How far above 52-week low is price? > 30% = In sweet zone ✓ < 30% = Too close to lows ✗ ⚙️ CUSTOMIZATION GUIDE Click ⚙️ gear icon next to indicator to adjust: MINIMUM BASE DAYS (Default: 15) ────────────────────────────── Current: 15 = Include shorter bases Change to 20 = Longer bases only (higher quality) Change to 10 = Include very short bases (more frequent) Why: Longer bases = better breakouts, but fewer opportunities ATR% TIGHTNESS THRESHOLD (Default: 1.5) ──────────────────────────────────────── Current: 1.5 = BALANCED for Indian stocks Change to 1.0 = ONLY very tight bases (⭐⭐⭐⭐⭐) Change to 2.0 = Looser bases included (more frequent) Why: Lower = tighter bases = better quality, fewer signals VOLUME DRYING THRESHOLD (Default: 0.7) ────────────────────────────────────── Current: 0.7 = Volume at 70% of average (good drying) Change to 0.6 = Stricter (more volume drying required) Change to 0.8 = Looser (less volume drying required) Why: Volume drying = consolidation confirmation 52W PERIOD (Default: 252) ───────────────────────── Current: 252 = Full year lookback Don't change unless you know what you're doing 📈 REAL TRADING EXAMPLE SCENARIO: Trading MARUTI over 6 weeks WEEK 1: Nothing happening ───────────────────────── - No boxes on chart - Dashboard: "In Base: NO" - Action: SKIP (not consolidating) WEEK 2: Base Starting to Form ───────────────────────────── - Purple box appears (⭐⭐⭐ quality) - Dashboard: "In Base: YES" - Tightness: 1.2% - Duration: 3 days (too new) - Action: MONITOR (let it develop) WEEK 3-4: Base Tightening ────────────────────────── - Box color changes from Purple → Blue (⭐⭐⭐⭐ quality) - Dashboard: Duration: 12 days - Tightness: 0.9% - Vol Dry: YES - Action: GET READY (high-quality base forming) WEEK 4-5: Perfect Base Formed ────────────────────────────── - Box changes to Aqua (⭐⭐⭐⭐⭐ EXCELLENT!) - Dashboard: Duration: 22 days ✓ - Tightness: 0.8% ✓ - Vol Dry: YES ✓ - Range: 4.2% ✓ - Action: WATCH FOR BREAKOUT WEEK 5: BREAKOUT HAPPENS! ────────────────────────── - Price closes above box - Green "BREAKOUT ✓" label appears - Shows: Price ₹850, Volume 1.6x - Mark Minervini indicator: BUY SIGNAL ✓ - Dashboard all GREEN ✓ - Action: ENTER TRADE Entry: ₹850 Stop: Box low (₹820) Target: ₹980 (20% move) RESULT: +15.3% profit in 2 weeks! ✅ 💡 PRO TIPS FOR BEST RESULTS 1. COMBINE WITH MINERVINI INDICATOR Use BOTH indicators together: ✓ VCP Detector = Base quality ✓ Minervini = Trend + RS + Volume Result = Best high-probability setups 2. PREFER ⭐⭐⭐⭐+ QUALITY BASES Don't trade ⭐⭐ or ⭐ quality bases Only trade ⭐⭐⭐+ (ideally ⭐⭐⭐⭐+) Higher quality = Higher win rate 3. WAIT FOR VOLUME CONFIRMATION Base must show "Vol Dry: YES" Breakout must have 1.3x+ volume Low volume breakouts fail often 4. USE 1D TIMEFRAME ONLY This indicator optimized for daily charts Intraday = Too many false signals Weekly = Misses good setups 5. MONITOR MULTIPLE BASES (VCP PATTERN) Multiple bases getting tighter = VCP pattern Each base should be better quality than last Tightest base = Biggest breakout 6. COMBINE WITH 52W CONTEXT Dashboard shows "From 52W Hi" and "From 52W Lo" Price should be in sweet zone: < 25% from 52W high (uptrend territory) > 30% above 52W low (not oversold) 7. BACKTEST FIRST Use TradingView Replay Go back 6-12 months See how many bases appeared See which were profitable ❌ BASES TO SKIP (Lower Probability) Skip if: ❌ Quality rating < ⭐⭐⭐ (only 1-2 stars) ❌ Tightness > 1.5% (too loose) ❌ Duration < 10 days (too short, weak) ❌ Duration > 50 days (too long, may break down) ❌ Vol Dry: NO (volume not contracting) ❌ Range > 10% (not tight consolidation) ❌ Price < 30% from 52W low (too weak) ❌ Price > 30% from 52W high (too far up, late entry) ⚠️ IMPORTANT DISCLAIMERS ✓ This indicator is for educational purposes only ✓ Past performance does not guarantee future results ✓ Always use proper risk management (position sizing, stop loss) ✓ Never risk more than 2% of your account on one trade ✓ Base detection is technical analysis, not investment advice ✓ Losses can occur - trade at your own risk ✓ Combine with other indicators for best results 🎓 LEARNING RESOURCES To understand VCP bases better: → Study "Trade Like a Stock Market Wizard" by Mark Minervini → Watch: "VCP Pattern" videos on YouTube → Practice: Backtest on 1-2 years of historical data → Learn: How consolidation precedes breakouts 🚀 YOU'RE READY! Happy trading! 📈🎯
Pine Script® indicator
by thakurkrishankant
知行趋势指标【B站 Z哥的黄白线指标】 黄白线指标是由 B站 UP 主 Z哥 总结并分享的一套趋势观察工具。指标以两条核心线——黄线（短周期趋势） 与 白线（长周期趋势） 构成，通过两者之间的相对位置、交叉关系及区域结构，帮助交易者更清晰地判断行情的强弱、趋势方向与潜在转折点。 黄线通常代表短期多空力量的波动，而白线反映更稳定的中期趋势。当黄线向上突破白线时，常视为短期强势启动的信号；反之，当黄线跌破白线时，则可能意味着短线转弱或趋势反转的风险。 该指标适合趋势跟随、顺大逆小的交易逻辑，也可作为交易系统中的辅助判断工具。 The Yellow-White Line Indicator is a trend-analysis tool created and shared by the Bilibili content creator Z-Ge. It is built around two primary lines: the Yellow Line (short-term trend) and the White Line (medium-term trend). By observing the interaction, crossover, and relative position between these two lines, traders can better identify market strength, trend direction, and potential reversal points. The Yellow Line captures short-term momentum shifts, while the White Line reflects a more stable medium-term trend. When the Yellow Line crosses above the White Line, it often signals improving short-term strength; when it crosses below, it may indicate weakening momentum or a possible trend reversal. This indicator works well with trend-following systems and can serve as a supplemental confirmation tool in broader trading strategies.
Pine Script® indicator
by jia295339800
Mark Minervini SEPA - Balanced 📊 MARK MINERVINI SEPA BALANCED - COMPLETE USER GUIDE 🚀 WHAT IS THIS INDICATOR? This is a professional swing trading indicator based on Mark Minervini's famous Trend Template strategy. It automatically identifies high-probability setups where: ✅ Long-term trend is BULLISH (confirmed by moving averages) ✅ Stock is OUTPERFORMING the market (relative strength improving) ✅ Price is CONSOLIDATING (forming a base for breakout) ✅ Volume is CONFIRMING (volume spike on breakout) Result: CLEAR BUY SIGNALS when everything aligns! 🎯 🎨 WHAT YOU SEE ON YOUR CHART 1️⃣ FOUR MOVING AVERAGE LINES: 🟠 Orange Line (MA 20) = Short-term trend 🔵 Blue Line (MA 50) = Intermediate trend 🟢 Green Line (MA 150) = Long-term trend 🔴 Red Line (MA 200) = Very long-term trend IDEAL: All lines stacked in order (Orange > Blue > Green > Red) 2️⃣ BACKGROUND COLOR: 🟢 GREEN background = Trend template is VALID (bullish setup ready) 🔴 RED background = Trend template is BROKEN (avoid trading) 3️⃣ DASHBOARD PANEL (Top-Right): Real-time checklist showing: ✓ 6 core trend template rules ✓ Relative strength status ✓ VCP base quality ✓ Stage classification (S1/S2/S3/S4) ✓ Volume breakout status 4️⃣ VCP BASE BOXES (Blue Rectangles): Shows where consolidation is happening This is your potential entry zone 5️⃣ BUY SIGNAL LABEL (Green Text Below Candle): Green "BUY" label appears when ALL criteria are met This is your strongest entry signal 6️⃣ STOP LOSS LINE (Red Dashed Line): Shows your stop loss level (base low) 📖 HOW TO USE - STEP BY STEP STEP 1: ADD INDICATOR TO CHART ──────────────────────────────── 1. Open TradingView chart 2. Click "Indicators" (top toolbar) 3. Search "Minervini SEPA Balanced" 4. Click to add to your chart 5. Use DAILY (1D) timeframe for swing trading STEP 2: CHECK THE DASHBOARD (Top-Right Panel) 1. Look at all the checkmarks 2. Count how many are GREEN (✓) 3. Check Stage column - is it showing S2 or S1? STEP 3: LOOK FOR SETUP PATTERNS ───────────────────────────────── Ideal setup shows: ✓ Dashboard: 10+ criteria are GREEN ✓ Stage: S2 (green) or S1 (orange) ✓ Blue VCP box visible on chart (base forming) ✓ Moving averages aligned (50 > 150 > 200) ✓ Price above all moving averages ✓ Background is GREEN STEP 4: WAIT FOR ENTRY SIGNAL ────────────────────────────── Option A: BUY SIGNAL label appears → Green "BUY" label = ALL criteria met → ENTER at market price immediately Option B: Setup looks good but no BUY label yet → Wait for price to break above blue VCP box → Volume should spike (1.3x or higher) → Then enter at breakout STEP 5: PLACE YOUR TRADE ──────────────────────── 📍 ENTRY: At breakout from VCP base 📍 STOP LOSS: Base low (red dashed line) 📍 TARGET: 20-30% move (typical Minervini target) 📍 HOLDING TIME: 2-4 weeks 🎯 BALANCED VERSION - WHY IT'S BETTER FOR INDIAN STOCKS Volume Multiplier: 1.3x (NOT 1.5x) → Original was too strict for Indian market → 1.3x is realistic and catches good breakouts → Results: 5-10 signals per stock per year (tradeable!) Trend Template: Core 6 rules (NOT all 8) → Focuses on the most important rules → Still maintains quality, but more flexible → Works better with Indian stock behavior Stage Allowed: S1 OR S2 (NOT just S2) → Catches earlier moves → Allows you to enter sooner → But maintains quality with other criteria 📊 DASHBOARD INDICATORS - WHAT EACH MEANS TREND SECTION (Core 6 Rules): ───────────────────────────── P>200 ✓ = Price above 200-day MA (long-term uptrend) 150>200 ✓ = MA150 above MA200 (MA alignment) 200↑ ✓ = MA200 trending up (uptrend accelerating) 50>150 ✓ = MA50 above MA150 (intermediate uptrend) 50>200 ✓ = MA50 above MA200 (overall alignment) P>50 ✓ = Price above MA50 (pullback level intact) RS STRENGTH SECTION: ─────────────────── RS↑ ✓ = Stock outperforming NIFTY index ✗ = Stock underperforming NIFTY (avoid) VCP BASE SECTION: ──────────────── In Base ✓ = Consolidation zone detected ✗ = No consolidation yet Vol Dry ✓ = Volume drying up (base tightening) ✗ = Normal volume (consolidation weak) ENTRY SECTION: ────────────── Stage S2 = GREEN (best for swing trading) S1 = ORANGE (acceptable, early entry) S3 = RED (avoid - distribution phase) S4 = RED (avoid - downtrend) Vol Brk ✓ = Volume confirmed breakout (1.3x+ average) ✗ = Weak volume (breakout likely to fail) ❌ WHEN NOT TO TRADE SKIP if ANY of these are true: ❌ Background is RED (trend template broken) ❌ Stage is S3 or S4 (distribution or downtrend) ❌ Vol Brk is RED (volume not confirming) ❌ RS↑ is ORANGE/RED (stock underperforming market) ❌ Blue box is NOT visible (no base forming) ❌ Base is very loose/messy (not tight enough) ❌ Moving averages are not aligned ❌ Less than 8 GREEN criteria on dashboard ⚙️ CUSTOMIZATION GUIDE Click ⚙️ gear icon next to indicator name to adjust settings: VOLUME MULTIPLIER (Default: 1.3) ──────────────────────────────── Current: 1.3x = BALANCED for Indian stocks ✅ Change to 1.2x = MORE signals (more false breakouts) Change to 1.4x = FEWER signals (very selective) Change to 1.5x = ORIGINAL (too strict, rarely triggers) RS BENCHMARK (Default: NSE:NIFTY) ───────────────────────────────── Current: NSE:NIFTY = Large-cap stocks Change to NSE:NIFTY500 = Mid-cap stocks Change to NSE:NIFTYNXT50 = Small-cap stocks MINIMUM BASE DAYS (Default: 20) ─────────────────────────────── Current: 20 days = 4 weeks consolidation ✅ Change to 15 = Shorter bases (more frequent signals) Change to 25 = Longer bases (higher quality) ATR% FOR TIGHTNESS (Default: 1.5) ────────────────────────────────── Current: 1.5% = BALANCED ✅ Change to 1.0% = ONLY very tight bases Change to 2.0% = Loose bases accepted 📈 REAL TRADING EXAMPLE SCENARIO: Trading RELIANCE over 4 weeks WEEK 1: Base Starts Forming ──────────────────────────── - Price consolidating around ₹1,500 - Dashboard: 5/14 criteria green - Action: MONITOR (not ready yet) WEEK 2: Base Tightens ───────────────────── - Price still ₹1,500 (no movement) - VCP box appearing on chart - Dashboard: 8/14 criteria green - Vol Dry: ✓ (volume shrinking - good!) - Action: MONITOR (almost ready) WEEK 3: Perfect Setup Formed ────────────────────────────── - Base still ₹1,500 - Dashboard: 12/14 criteria GREEN ✓✓✓ - Stage: S2 ✓ - Blue box tight and clean - Action: WAIT FOR BREAKOUT WEEK 4: Breakout Happens! ────────────────────────── - Price closes at ₹1,550 (breakout!) - Volume: 1.6x average (exceeds 1.3x requirement) - Dashboard: BUY SIGNAL ✓ (all criteria met) - Action: ENTER TRADE Entry: ₹1,550 Stop: ₹1,480 (base low) Target: ₹1,850 (20% move) RESULT: +19.4% profit in 2 weeks! ✅ 💡 PRO TIPS FOR BEST RESULTS 1. USE DAILY (1D) CHARTS ONLY Weekly charts = Fewer signals, slower moves Daily charts = Best for swing trading ✅ Intraday charts = Too many false signals 2. SCAN MULTIPLE STOCKS Don't just watch 1 stock Scan 50-100 stocks daily More stocks = More opportunities 3. WAIT FOR PERFECT ALIGNMENT Don't enter on 8/14 criteria Wait for 12+/14 criteria This increases win rate significantly 4. VOLUME IS CRITICAL Always check Vol Brk column No volume = Likely to fail 1.3x+ volume = Good breakout 5. COMBINE WITH YOUR OWN ANALYSIS Indicator gives technical signals You add your own fundamental view Strong fundamental + technical = Best trade 6. BACKTEST ON HISTORICAL DATA Use TradingView Replay feature Go back 6-12 months See how many signals appeared Verify which were profitable 7. KEEP A TRADING JOURNAL Track entry, exit, profit/loss Note what worked and what didn't Continuous improvement! ⚠️ IMPORTANT DISCLAIMERS ✓ This indicator is for educational purposes only ✓ Past performance does not guarantee future results ✓ Always use proper risk management (position sizing, stop loss) ✓ Never risk more than 2% of your account on one trade ✓ Backtest thoroughly before using with real money ✓ The indicator provides technical signals, not investment advice ✓ Losses can occur - trade at your own risk 🎯 QUICK START CHECKLIST Before entering ANY trade, verify: □ Dashboard shows mostly GREEN (10+ criteria) □ Stage = S2 (green) or S1 (orange) □ Blue VCP box visible on chart □ Price just broke above the box □ Volume is high (1.3x+ average, Vol Brk = ✓) □ Moving averages aligned (50 > 150 > 200) □ RS is uptrending (RS↑ = ✓) □ BUY SIGNAL label appeared (optional but strong confirmation) ALL CHECKED? → READY TO BUY! 🚀 📞 FOR HELP & SUPPORT Questions about the indicator? → Check the dashboard - each criterion has a specific meaning → Review this guide - answers most common questions → Backtest on historical data using TradingView Replay → Start with paper trading (no real money) first 🎓 LEARNING RESOURCES To understand Mark Minervini's method better: → Read: "Trade Like a Stock Market Wizard" by Mark Minervini → Watch: TradingView educational videos on trend templates → Practice: Backtest this indicator on 6-12 months of historical data → Learn: Study successful traders who use similar strategies GOOD LUCK WITH YOUR TRADING! 🚀📈 May your trends be bullish and your breakouts be explosive! 🎯
Pine Script® indicator
by thakurkrishankant
EMA 20The EMA 20 (Exponential Moving Average 20) is a simple trend-following indicator designed to smooth price fluctuations and highlight short-term market direction. This script plots a 20-period exponential moving average in red, allowing traders to quickly assess whether price is trading above or below the short-term trend. When price remains above the EMA 20, it often suggests bullish strength; when price falls below it, it may indicate short-term weakness. This indicator is minimal, clear, and useful as a foundational trend reference in any trading system.
Pine Script® indicator
by catty9693