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Investing - Weekly EMA's mapped to Daily ChartWhen there isn't enough time in your day to day-trade, yet you want to utilise all the technical analysis skills you have... why not make a long term investing or swing trading indicator set to help you along the way! So I did.... When it comes to long term investing and swing trading, I often find the weekly 12/26/52 EMA's do a great job in capturing the main market swings from bull to bear. However, I like to use the Daily chart to see the candle patterns and shapes with more detail and divergences often show up better on the daily chart. So I have decided to combine the two! I have basically taken the EMA 12/26/52 from the weekly and transferred them over to the daily (mathematically they are not exact, but for me they are close enough). I have also developed a simple scale in / scale out strategy for using these exponential moving averages. It isn't as simple as buying in on each signal, however I use my own special strategy to take advantage of the alerts. Enjoy!
Strategi Pine Script®
oleh BlueSkyBreakout
2
Complete Trend Trading System [Fhenry0331]This system was designed for the beginner trader to make money swing trading. Your losses will be small and your gains will be mostly large. You will show consistent profit. Period. The system works on any security you like to trade. I used GBPUSD as an example because of the up swing and down swing it had recently. I tried to put as much information of how the system works in the chart. Hope it helps and is not to cluttered. I will reiterate how the system works here: Everything is based off of closed price. Legend Uptrend: Buy Green bar: initial start of an uptrend or uptrend continuing. Place order above that bar. If the initial bar does not stray too far from the MVWAP , I will place orders above subsequent bars if no filled occurred. If initial start of the trend is missed, I will wait for the pullback. A pullback is a close below the MVWAP, and a close above the EMA (Low), RSI is above 50. Orders are placed above the pullback bars with plotted char "B" and also plotted green triangle up. Again orders are placed above those bars. the bars do not notate automatic buys. Don't chase anything. You will miss the initial bar on something because of news or earnings and it rocket up. Just wait, it will pullback. If it doesn't, to hell with it, on to the next. Take profits: In the indicator you will see "T." That notates to take some profits. It is a suggestion. I was always told to take profits into spikes, as well as you can never lose money if you take profits. Up to you if you want to scale out and take the suggested profits or not. Exit Completely: In an uptrend, close your entire position on bars colored yellow or red. (Again, closed bars) In uptrend bars colored orange and black, do nothing, they are just pullback bars. Look for the buy pullback signal, then follow pullback buy rules for an uptrend. Downtrend: Short Red bar: initial start of a downtrend or downtrend continuing. Place order below the bar. If the initial bar does not stray too far fro the MVWAP, place orders below subsequent bars. If initial start on the downtrend is missed, wait for the pullback. A pullback is a close above the MVWAP, and close below the EMA(Low). RSI is below 50. Orders are placed below the pullback bars with the plotted char "S" and also plotted red triangle. Again those bars are not automatic shorts, orders are placed below them. Don't chase anything. Wait for price to come into your plan. The idea FOMO is the stupidest thing ever, how can you miss out on something when it is always there. The market is always there and something will come into your zone. Chill. "T": same as in uptrend, suggestion to take some profits. Exit Completely: In a downtrend, close your entire position on bars colored orange or green. In downtrend you will see bars colored yellow and black, do nothing, they are pullback bars. Look for the pullback short signal and follow pullback short rules. If you have any questions get at me. Take a look at it on what you trade. Flip it through different securities. Best of luck in all you do. P.S. You should not take a trade right before earnings. You should also exit a trade right before earnings.
Penunjuk Pine Script®
oleh NYBKLYN
36
Binque's Multi-Moving Average Binque's Multi-Moving Average - One indicator with four simple moving average and four exponential moving averages, plus as a bonus a Day High moving average and a Day Low Moving Average. Simple Moving Average or MA(14), MA(50), MA(100) and MA(200) all in one indicator Exponential Moving Average or EMA(8), EMA(14), EMA(20) and EMA(33) all in one indicator Day High Moving Average - Tracks the Daily High versus most moving averages track the daily close. Day Low Moving Average - Tracks the Daily Low versus most moving average track the daily close. To Disable moving averages, Set the color to the chart background and then set the length to 1 and uncheck. I Use the Daily High Moving Average to track upward resistance in a stock movement for Swing Trading. I Use the Daily Low Moving Average to track my trailing stop in a stock movement for Swing Trading.
Penunjuk Pine Script®
oleh binque
Big Snapper Alerts R2.0 by JustUncleLThis is a diversified Binary Option or Scalping Alert indicator originally designed for lower Time Frame Trend or Swing trading. Although you will find it a useful tool for higher time frames as well. The Alerts are generated by the changing direction of the ColouredMA (HullMA by default), you then have the choice of selecting the Directional filtering on these signals or a Bollinger swing reversal filter. The filters include: Type 1 - The three MAs (EMAs 21,55,89 by default) in various combinations or by themselves. When only one directional MA selected then direction filter is given by ColouredMA above(up)/below(down) selected MA. If more than one MA selected the direction is given by MAs being in correct order for trend direction. Type 2 - The SuperTrend direction is used to filter ColouredMA signals. Type 3 - Bollinger Band Outside In is used to filter ColouredMA for swing reversals. Type 4 - No directional filtering, all signals from the ColouredMA are shown. Notes: Each Type can be combined with another type to form more complex filtration. Alerts can also be disabled completely if you just want one indicator with one colouredMA and/or 3xMAs and/or Bollinger Bands and/or SuperTrend painted on the chart. Warning: Be aware that combining Bollinger OutsideIn swing filter and a directional filter can be counter productive as they are opposites. So careful consideration is needed when combining Bollinger OutsideIn with any of the directional filters. Hints: For Binary Options try ColouredMA = HullMA(13) or HullMA(8) with Type 2 or 3 Filter. When using Trend filters SuperTrend and/or 3xMA Trend, you will find if price reverses and breaks back through the Big Fat Signal line, then this can be a good reversal trade. Some explanation about the what Hull Moving average and ideas of how the generated in Big Snapper can be used: tradingsim.com forextradingstrategies4u.com Inspiration from @vdubus Big Snapper's Bollinger OutsideIn Swing filter in Action:
Penunjuk Pine Script®
oleh JustUncleL
89
Colored Volume Bars [LazyBear]Edgar Kraut proposed this simple colored volume bars strategy for swing trading. This is how the colors are determined: - If today’s closing price and volume are greater than 'n' days ago, color today’s volume bar green. - If today’s closing price is greater than 'n' days ago but volume is not, color today’s volume bar blue. - Similarly, if today’s closing price and volume is less than 'n' days ago, color today’s volume bar orange. - If today’s closing price is less than 'n' days ago but volume is not, color today’s volume bar red. Buy the green or blue volume bars, use a 1% trailing stop, and stand aside on red or orange bars. As you see, this is more for entry confirmation. I have not tested this on any instrument. You may have to tune the lookback period for your instrument. Default is 10. More info: "A color-based system for short-term trading" - www.traders.com List of all my indicators:
Penunjuk Pine Script®
oleh LazyBear
42
Colored Trix with spike detectionColored TRIX with Spike Detection This indicator combines multiple TRIX oscillators (periods 5, 7, 10, 14) with advanced spike detection capabilities. Key features: Dynamic Color Coding: TRIX lines change color based on value (positive/negative) and slope direction, providing instant visual feedback on momentum shifts Multi-Period Analysis: Four different TRIX periods offer comprehensive momentum analysis across various timeframes Intelligent Spike Detection: Automatically identifies significant TRIX spikes using percentile-based thresholds and distance measurements from recent highs/lows Visual Markers: Highlights important levels with yellow dots and reference lines showing lowest, median, and average TRIX values during spike periods Customizable Parameters: Adjustable spike thresholds, distance percentiles, and color schemes to fit your trading style Alert System: Built-in alerts for positive and negative spike detection The indicator helps traders identify momentum changes, oversold/overbought conditions, and potential reversal points through sophisticated spike analysis. Perfect for swing trading and trend following strategies.
Penunjuk Pine Script®
oleh Theterran
DBG X WOLONG📊 USER GUIDE – DBG X WOLONG ALGORITHM 🎯 OVERVIEW The DBG X WOLONG Future Algorithm is a Pine Script v5 that integrates multiple advanced technical indicators, enabling traders to analyze markets and make precise trading decisions. ⚙️ MAIN SETTINGS 🔹 Sensitivity Value: 1–20 (Default: 6) Function: Adjusts the sensitivity of the SuperTrend signal Guidelines: Low value (1–5): Fewer signals, higher accuracy High value (15–20): More signals, but with possible noise 🎨 DISPLAY SETTINGS 🔹 Candle Colors Version 1: Based on MACD histogram Version 2: Based on SuperTrend 🔹 Color Themes Theme 1: Traditional Green/Red Theme 2: Gold/Purple Theme 3: Blue/Orange No Fill: No background color displayed 📊 TRADING SIGNALS 🔹 Buy/Sell Signals BUY 🚀 appears when: SuperTrend shifts from bearish to bullish Closing price > SMA 13 Braid Filter confirms SELL appears when: SuperTrend shifts from bullish to bearish Closing price < SMA 13 Braid Filter confirms 🔹 Reversal Signals ▲ (Up Arrow): Buy signal when RSI crosses above 30 ▼ (Down Arrow): Sell signal when RSI crosses below 70 🔹 Pullback Signals ▲ Purple: Pullback in bullish trend ▼ Purple: Pullback in bearish trend 🎯 TAKE PROFIT & STOP LOSS 🔹 TP Modes Version 1: TP based on pivot points Version 2: TP based on regression line Close Price: TP at candle close 🔹 TP/SL Settings TP Ratio: 2.0 (Default) TP Length: 150 (Default) ATR SL Length: 10 ATR SL Risk: 1.9 🔹 Labels Displayed ENTRY: Entry point STOP LOSS: Stop loss point TP 1/2/3: 3 take profit levels ☁️ MOVING AVERAGE CLOUD 🔹 Supported MA Types SMA – Simple Moving Average EMA – Exponential Moving Average WMA – Weighted Moving Average HMA – Hull Moving Average ALMA – Arnaud Legoux Moving Average McGinley – McGinley Dynamic FRAMA – Fractal Adaptive Moving Average 🔹 Cloud Cycles Default: 2, 6, 11, 18, 21, 24, 28, 34 Customizable: All 8 cycles 🔹 Ribbon Cycles Default: 6, 13, 20, 28, 36, 45, 55, 444 Customizable: All 8 cycles 🔧 BRAID FILTER 🔹 Function Filters out noise signals Confirms strong trends 🔹 Settings MA Filter: McGinley (Recommended) Filter Strength: 80% (Default) 📈 TRENDS & INDICATORS 🔹 SuperTrend Main trend indicator Generates primary buy/sell signals 🔹 Advanced Ichimoku Tenkan-Sen: Blue line Kijun-Sen: Orange line Senkou Span A/B: Ichimoku cloud 🔹 Trend Tracking Based on EMA 10 vs EMA 20 Candle colors follow trend direction 🔹 Trend Catcher Range Filter with multiple options Adjustable sensitivity 📊 MULTI-TIMEFRAME TREND PANEL 🔹 Displayed Timeframes 1m, 3m, 5m 15m, 30m, 1H 2H, 4H, 8H, Daily 🔹 Displayed Info Current Position: Bullish/Bearish Trend: Per timeframe Volume: Current trading volume 🔹 Panel Positioning 9 selectable positions Sizes: Large, Normal, Small, Extra Small 🚀 TRADE EXECUTION 📈 LONG ENTRY ✅ Entry Conditions BUY 🚀 signal appears SuperTrend turns from red to green Price > SMA 13 Braid Filter confirms (green) Trend Panel shows "Bullish" across multiple TFs 📊 Additional Confirmations MACD Histogram > 0 and rising RSI crosses above 30 (if reversal signal) EMA Pullback shows ▲ purple 🎯 Trade Management Entry: According to ENTRY label Stop Loss: According to STOP LOSS label Take Profit: TP1 → TP2 → TP3 📉 SHORT ENTRY ✅ Entry Conditions SELL signal appears SuperTrend turns from green to red Price < SMA 13 Braid Filter confirms (red) Trend Panel shows "Bearish" across multiple TFs 📊 Additional Confirmations MACD Histogram < 0 and declining RSI crosses below 70 (if reversal signal) EMA Pullback shows ▼ purple 🎯 Trade Management Entry: According to ENTRY label Stop Loss: According to STOP LOSS label Take Profit: TP1 → TP2 → TP3 🎛️ RECOMMENDED SETTINGS 👥 For Beginners Sensitivity: 6 Candle Colors: Version 1 Buy/Sell Signals: ON Reversal Signals: OFF Trend Panel: ON 🏆 For Experienced Traders Sensitivity: 4–8 (depending on market) Reversal Signals: ON Pullback: ON All indicators: ON ATR SL Risk: 1.5–2.0 ⚡ For Scalping Sensitivity: 8–12 Timeframes: 1m, 3m, 5m Use only: SuperTrend + Braid Filter Quick TP: Only TP1 📊 For Swing Trading Sensitivity: 4–6 Timeframes: 1H, 4H, 1D Use all: Full signals TP: All 3 levels (TP1, TP2, TP3) ⚠️ IMPORTANT NOTES 🔴 Avoid Trading When Signals conflict across timeframes Market is strongly ranging/sideways Abnormally low volume Price is at major support/resistance zones 🟢 Prefer Trading When At least 2–3 confirmations align Clear trend across multiple timeframes Strong volume surge Breakout from consolidation zone 💡 Usage Tips Always wait for confirmation: Never enter with just 1 signal Risk management: Place SL according to STOP LOSS label Follow trend panel: Prioritize overall trend Use multiple timeframes: Analyze top-down Backtest first: Test strategy on historical data 🛠️ TROUBLESHOOTING ❓ No signals appear Check if inputs are enabled Adjust sensitivity Try switching timeframe ❓ Too many false signals Lower sensitivity Increase Braid Filter strength Trade only with main trend ❓ Trend panel not showing Enable "Display Dashboard" Select proper panel position Adjust panel size 📞 SUPPORT If you encounter issues using this script, please: Carefully read this guide Practice on a demo account Backtest thoroughly before live trading 📈 Wishing you successful trading! 🚀
Penunjuk Pine Script®
oleh ionmarpie
2
[Top] Simple ATR TP/SLSimple TP/SL from ATR (Locked per Bar) - Advanced Position Management Tool What This Indicator Does: Automatically calculates and displays Take Profit (TP) and Stop Loss (SL) levels based on Average True Range (ATR) Locks ATR values and direction signals at the start of each bar to prevent repainting and provide consistent levels Offers multiple direction detection modes including real-time candle-based positioning for dynamic trading approaches Displays entry, TP, and SL levels as clean horizontal lines that extend from the current bar Original Features That Make This Script Unique: Bar-Locked ATR System: ATR values are captured and frozen at bar open, ensuring levels remain stable throughout the bar's progression Multi-Modal Direction Detection: Four distinct modes for determining TP/SL positioning - Trend Following (EMA-based), Bullish Only, Bearish Only, and real-time Candle Based Real-Time Candle Flipping: In Candle Based mode, TP/SL levels flip immediately when the current candle changes from bullish to bearish or vice versa Persistent Line Management: Uses efficient line object management to prevent ghost lines and maintain clean visual presentation Flexible Base Price Selection: Choose between Open (static), Close (dynamic), or midpoint (H+L)/2 for entry level calculation How The Algorithm Works: ATR Calculation: Captures ATR value at each bar open using specified length parameter, maintaining consistency throughout the bar Direction Determination: Uses different methods based on selected mode - EMA crossover for trend following, or real-time candle color for dynamic positioning Level Calculation: TP level = Base Price + (Direction × TP Multiplier × ATR), SL level = Base Price - (Direction × SL Multiplier × ATR) Visual Management: Creates persistent line objects once, then updates their positions every bar for optimal performance Direction Modes Explained: Trend Following: Uses 5-period and 12-period EMA relationship to determine trend direction (locked at bar open) Bullish Only: Always places TP above and SL below entry (traditional long setup) Bearish Only: Always places TP below and SL above entry (traditional short setup) Candle Based: Dynamically adjusts based on current candle direction - flips in real-time as candle develops Key Input Parameters: ATR Length: Period for ATR calculation (default 14) - longer periods provide smoother volatility measurement TP Multiplier: Take profit distance as multiple of ATR (default 1.0) - higher values target larger profits SL Multiplier: Stop loss distance as multiple of ATR (default 1.0) - higher values allow more room for price movement Base Price: Reference point for level calculations - Open for static entry, Close for dynamic tracking Direction Mode: Method for determining whether TP goes above or below entry level How To Use This Indicator: For Position Sizing: Use the displayed SL distance to calculate appropriate position size based on your risk tolerance For Entry Timing: Wait for price to approach the entry level before taking positions For Risk Management: Set your actual stop loss orders at or near the displayed SL level For Profit Taking: Use the TP level as initial profit target, consider scaling out at this level Mode Selection: Choose Candle Based for scalping and quick reversals, Trend Following for swing trading Visual Style Customization: Line Colors: Customize TP line color (default teal) and SL line color (default orange) for easy identification Line Widths: Adjust TP/SL line thickness (1-5) and entry line thickness (1-3) for visibility preferences Clean Display: Lines extend 3 bars forward from current bar and update position dynamically Best Practices: Use on clean charts without multiple overlapping indicators for clearest visual interpretation Combine with volume analysis and key support/resistance levels for enhanced decision making Adjust ATR length based on your trading timeframe - shorter for scalping, longer for position trading Test different TP/SL multipliers based on the volatility characteristics of your chosen instruments Consider using Trend Following mode during strong trending periods and Candle Based during ranging markets
Penunjuk Pine Script®
oleh TopTradesUA
Cruzamento Mágico-EMA 5/21 + Stop ATR + Filtro BTC 30mOf course, here is a brief description of the strategy in English. **Triple Confirmation Swing Trading Strategy** This strategy aims to capture trend-based movements in crypto assets by using a triple confirmation system to filter entry signals and increase the probability of success. The conditions for a trade are: 1. **Entry Trigger (Timing):** The primary signal occurs when the 5-period Exponential Moving Average (EMA) crosses the 21-period EMA. A cross above suggests a buy, while a cross below suggests a sell. 2. **Asset Trend Filter:** An entry is only considered if the asset's own trend, as measured by the **ATR Stop** indicator, is moving in the same direction as the EMA crossover. This avoids entering trades against the local trend. 3. **Market Trend Filter (Bitcoin):** As a final confirmation, the strategy checks the trend of **Bitcoin (BTC) on a fixed 30-minute timeframe**, also using the ATR Stop. A trade is only executed if the BTC trend aligns with the asset's signal. In short, the strategy only opens a **long** position if the EMAs cross up, the asset's ATR Stop is bullish, and the Bitcoin's ATR Stop is also bullish. The reverse applies for a **short** position.
Strategi Pine Script®
oleh blessedwhitee
MFI × RSI × VWAP Multi-Timeframe Suite# MFI × RSI × VWAP Multi-Timeframe Suite - Usage Guide & Precautions ## 📊 Indicator Overview This indicator integrates **RSI (Relative Strength Index)**, **MFI (Money Flow Index)**, and **VWAP (Volume Weighted Average Price)** for comprehensive multi-timeframe analysis. It provides high-precision trading signals through confluence analysis. ## 🎯 Primary Objectives - **Comprehensive trend analysis across short, medium, and long-term timeframes** - **Enhanced accuracy through multi-indicator confluence** - **Optimized entry and exit timing** --- ## 📈 Basic Interpretation ### 1. Main Plot Lines - **Blue Line (RSI)**: Price momentum - **Purple Line (MFI)**: Money flow momentum - **Orange Line (VWAP Relative)**: Relative position to VWAP (0-100 scale) ### 2. Background Color Meaning - **Green**: All indicators aligned bullishly (buying dominance) - **Red**: All indicators aligned bearishly (selling dominance) - **Color Intensity**: Strength of confluence ### 3. Signal Arrows - **🔼 Green Up Arrow**: Long signal - **🔽 Red Down Arrow**: Short signal - **🟠 Small Circles**: VWAP crossover signals --- ## 🎛️ Configuration Settings ### Basic Parameters ``` RSI Length: 14 (standard) MFI Length: 14 (standard) RSI Overbought: 70 RSI Oversold: 30 MFI Overbought: 80 MFI Oversold: 20 ``` ### VWAP Settings ``` VWAP Anchor: Session (use "Week" or "Month" for daily charts) Std Dev Multiplier: 2.0 (Bollinger Band-style application) ``` ### Multi-Timeframe Configuration ``` TF1: 15min (short-term) TF2: 1hour (medium-term) TF3: 4hour (long-term) TF4: Daily (trend) ``` --- ## 📋 Dashboard Interpretation ### Trend Strength Scores - **+70 to +100**: 💪 Very strong uptrend - **+30 to +69**: 🟢 Uptrend - **-29 to +29**: ➖ Sideways/No clear direction - **-30 to -69**: 🔴 Downtrend - **-70 to -100**: ⚠️ Very strong downtrend ### Consensus (Overall Assessment) Average score across all timeframes. **Absolute value ≥50** indicates strong trend. --- ## 🎯 Practical Trading Methods ### 🔵 Long Entry Conditions 1. **RSI crosses above MFI** OR **synchronized oversold exit** 2. **Price above VWAP** 3. **Multi-timeframe consensus is positive (+)** 4. **Green background (confluence present)** ### 🔴 Short Entry Conditions 1. **RSI crosses below MFI** OR **synchronized overbought exit** 2. **Price below VWAP** 3. **Multi-timeframe consensus is negative (-)** 4. **Red background (confluence present)** ### ⚡ Strongest Signals - **All timeframes align in trend direction** - **Consensus score ±70 or higher** - **🚀 STRONG display** --- ## ⏰ Timeframe-Specific Applications ### Scalping (1min-5min charts) - Focus on RSI/MFI crossovers - Target VWAP bounces - Require 15min+ timeframe trend filter ### Day Trading (15min-1hour charts) - Emphasize overbought/oversold exit signals - Follow 1hour to daily trend direction - Confirm with confluence background color ### Swing Trading (4hour-daily charts) - Prioritize daily+ consensus - Use weekly VWAP for big picture - Wait for multi-timeframe alignment --- ## 🚨 Alert Utilization ### Basic Alerts - **Long/Short Signal**: Basic entry signals - **Strong Consensus**: Powerful signals with multi-timeframe confluence - **VWAP Cross**: Important support/resistance breakouts ### Alert Configuration Example ``` Long Signal → Begin monitoring as candidate Strong Consensus + Long → Consider aggressive entry VWAP Bullish Cross → Potential trend reversal ``` --- ## ⚠️ Important Precautions & Limitations ### Avoiding False Signals 1. **Wait for multiple conditions to align simultaneously** 2. **Never trade against higher timeframe trends** 3. **Avoid major economic news releases** 4. **Exercise caution during extremely low volatility** ### Market Environment Adjustments - **Trending Markets**: Emphasize crossover signals - **Range-bound Markets**: Focus on overbought/oversold levels - **High Volatility**: Strengthen filters - **Low Volatility**: Adjust sensitivity ### Risk Management Rules 1. **Never risk more than 2% per trade** 2. **Always set stop-loss before entry** 3. **Use proper position sizing** 4. **Maintain trading journal** --- ## 🎓 Learning & Improvement Guidelines ### Backtesting Recommendations - **Test on 6+ months of historical data** - **Verify performance across different market conditions** - **Adapt settings to your trading style** ### Continuous Optimization - **Track win rate and risk-reward ratios** - **Analyze performance by timeframe** - **Measure impact of parameter adjustments** --- ## 🚫 Critical Don'ts ### Never Do These: ❌ **Trade during major news events** (FOMC, NFP, CPI) ❌ **Ignore higher timeframe bias** ❌ **Chase signals after they've already moved significantly** ❌ **Override risk management rules** ❌ **Trade when emotionally compromised** ### Red Flags - Stop Trading When: ⚠️ **Consensus shows conflicting signals across timeframes** ⚠️ **VWAP shows choppy, directionless movement** ⚠️ **Multiple false signals occur consecutively** ⚠️ **Market volatility exceeds 300% of normal levels** --- ## 📊 Performance Monitoring ### Daily Checklist ``` □ Check overall market sentiment □ Verify economic calendar for news events □ Review multi-timeframe alignment □ Confirm proper risk management setup □ Monitor position sizing appropriateness ``` ### Weekly Review ``` □ Analyze win rate by timeframe □ Review entry/exit execution quality □ Assess adherence to trading rules □ Identify pattern improvements □ Adjust parameters if necessary ``` ### Monthly Evaluation ``` □ Calculate overall profitability □ Review maximum drawdown periods □ Assess emotional discipline □ Update trading plan based on results □ Consider strategy refinements ``` --- ## 🎖️ Advanced Tips for Professionals ### Multi-Monitor Setup ``` Primary Screen: Main chart with indicator Secondary Screen: Multi-timeframe view Third Screen: Economic calendar + news Mobile Device: Alert notifications ``` ### Professional Entry Techniques 1. **Wait for 2+ confluence factors** 2. **Confirm with volume analysis** 3. **Use limit orders near VWAP levels** 4. **Scale into positions on strong signals** ### Exit Strategy Optimization 1. **Take partial profits at key levels** 2. **Trail stops on trending moves** 3. **Exit immediately on trend reversal signals** 4. **Honor predetermined risk-reward ratios** --- ## ⚡ Quick Reference Card ### Best Practices Summary ✅ **Always check higher timeframe first** ✅ **Wait for confluence of multiple indicators** ✅ **Use proper position sizing** ✅ **Set stops before entering** ✅ **Follow your trading plan strictly** ### Signal Reliability Ranking 1. **🚀 Strong Consensus** (Highest reliability) 2. **Multi-timeframe alignment** (High reliability) 3. **VWAP + RSI/MFI confluence** (Medium-high reliability) 4. **Single timeframe signals** (Medium reliability) 5. **Isolated crossovers** (Lowest reliability) --- ## 🔧 Troubleshooting Common Issues ### If Signals Are Too Frequent: - Increase RSI/MFI periods - Tighten overbought/oversold levels - Add more confluence requirements - Use higher timeframe bias ### If Signals Are Too Rare: - Decrease RSI/MFI periods - Widen overbought/oversold levels - Reduce confluence requirements - Lower signal smoothing value ### If Accuracy Is Poor: - Review market conditions compatibility - Strengthen higher timeframe filters - Improve risk management - Consider different timeframe combinations **Remember**: This indicator is a comprehensive analysis tool. It's **not perfect in isolation** and must be used with proper **risk management** and **market understanding**!
Penunjuk Pine Script®
oleh okinawan21
EMA 1/8 Cross - Fixed Pip TP/SLEMA 1/8 Cross – Fixed Pip TP/SL This strategy is based on the crossover between EMA 8 and EMA 14 as trading signals: Long entry → when EMA 1 crosses above EMA 8 Short entry → when EMA 1 crosses below EMA 8 Features: Fixed pip Take Profit (TP) and Stop Loss (SL), fully adjustable in the settings. Customizable EMA Fast/Slow lengths for optimization. Pip size input to match different broker definitions (e.g., XAUUSD often uses 0.10 as one pip). Suitable for testing scalping or swing trading across multiple timeframes. ⚠️ Disclaimer: This script is intended for backtesting and educational purposes only. Please optimize parameters and apply proper risk management before using it on live accounts.
Strategi Pine Script®
oleh milikgroupy_tv
1
Trading Stats BarSimple statistics bar designed to give important values for swing trading Most of the values are self explanatory Float Grade Combines float and float % designed to give a sense if the stock has the potential to move quickly. If the float is less than 20 million and float % less than 50, this has a high potential to make fast moves. Volume Run Rate Concept is to focus on the opening x minutes and average this value over the previous y days
Penunjuk Pine Script®
oleh yannickwilson
Fair Value Gaps BOOSTED [LuxAlgo & mqsxn] Fair Value Gaps BOOSTED This enhanced version of LuxAlgo’s Fair Value Gap indicator takes market imbalance detection to the next level. Built on the trusted foundation of the original, this extension introduces powerful new features designed for traders who want deeper insight and more control: Extended Visualization – Fair Value Gaps now stretch farther into the past with customizable bar extensions, so you can easily track unmitigated gaps over longer distances of time. Intersection Highlights – Automatically identify and shade overlapping bullish/bearish FVGs, giving instant visual clarity on high-confluence zones. Center Lines & Mitigation Tracking – Optional center lines improve precision, while mitigation markers help confirm when gaps are filled. Advanced Filtering – Control visibility with minimum gap sizes, custom start dates for gap formations, and per-direction display limits. Dashboard Stats – On-chart metrics show the number of detected and mitigated gaps, plus percentages, at a glance. Alerts Ready – Set up alerts for fresh FVG formation or mitigation events, so you never miss a key signal. Whether you’re scalping, day trading, or swing trading, Fair Value Gaps BOOSTED helps you pinpoint institutional price imbalances and trade around them with confidence. ------ Inputs & Settings Threshold % / Auto Defines the minimum gap size as a percentage of price. Enable Auto to let the script automatically adapt thresholding based on volatility. Unmitigated Lines (combined) Draws guide lines for a set number of the most recent unmitigated gaps. Mitigation Levels Shows dashed lines where gaps have been fully mitigated (filled). Timeframe Lets you calculate Fair Value Gaps on a higher or lower timeframe than the chart you’re viewing. Style Dynamic Mode Keeps the most recent gap area actively updating with price as long as it remains unmitigated. Extend Right (bars) Controls how many bars into the future each gap visualization will project. Bullish / Bearish Colors Customize the fill colors of bullish and bearish gaps. Center Line & Width Adds a dotted line through the midpoint of each gap for visual precision. Filter Min Gap Size (ticks) Only display gaps greater than or equal to this size. Min Formation Date (days ago) Show gaps formed within a given lookback window (e.g., only last 4 days). Display Show Last Bullish / Bearish (unmitigated) Limit how many recent bullish or bearish gaps appear at once (set to 0 for unlimited). Intersections Show Intersections Highlight overlapping bullish and bearish gaps as shaded zones. Show Intersections Only Hide individual gaps and show only the overlapping regions. Intersection Color Customize the fill for overlap areas. Intersection Center Line / Width Optionally plot a midpoint line through the overlap zone. Dashboard Show Dashboard Display a compact on-chart table of bullish vs bearish counts and mitigation percentages. Location Choose where the dashboard sits (top right, bottom right, bottom left). Size Adjust text size (Tiny, Small, Normal).
Penunjuk Pine Script®
oleh mqsxn
Frozen 4H VWAP – Precision AnchoredFrozen 4H VWAP – Precision Anchored Like Ice The Frozen 4H VWAP – Precision Anchored delivers a clean, stable, and reliable view of the 4-hour Volume Weighted Average Price, designed for traders who want higher timeframe insights without intrabar noise or repainting. 🔹 Key Features: Non-Repainting: VWAP value is “frozen” at the close of each 4H candle — no mid-bar updates or flickering. 4H Timeframe Anchoring: Seamlessly pulls 4-hour VWAP values into any timeframe you’re trading on. Clear Trend Reference: Updates only when a new 4H candle begins, acting as a trustworthy anchor for support/resistance. Custom Source Option: Choose from different price sources (default: HLC3) to fit your strategy. Whether you're scalping, day trading, or swing trading, this indicator gives you a powerful edge by grounding your decisions in higher timeframe VWAP data — clear, calm, and frozen in time.
Penunjuk Pine Script®
oleh Equanimity_raven
Rolling Correlation BTC vs Hedge AssetsRolling Correlation BTC vs Hedge Assets Overview This indicator calculates and plots the rolling correlation between Bitcoin (BTC) returns and several key hedge assets: • XAUUSD (Gold) • EURUSD (proxy for DXY, U.S. Dollar Index) • VIX (Volatility Index) • TLT (20y U.S. Treasury Bonds ETF) By monitoring these dynamic correlations, traders can identify whether BTC is moving in sync with risk assets or decoupling as a hedge, and adjust their trading strategy accordingly. How it works 1. Computes returns for BTC and each asset using percentage change. 2. Uses the rolling correlation function (ta.correlation) over a configurable window length (default = 12 bars). 3. Plots each correlation as a separate colored line (Gold = Yellow, EURUSD = Blue, VIX = Red, TLT = Green). 4. Adds threshold levels at +0.3 and -0.3 to help classify correlation regimes. How to use it • High positive correlation (> +0.3): BTC is moving together with the asset (risk-on behavior). • Near zero (-0.3 to +0.3): BTC is showing little to no correlation — neutral/independent moves. • Negative correlation (< -0.3): BTC is moving in the opposite direction — potential hedge opportunity. Practical strategies: • Watch BTC vs VIX: a spike in volatility (VIX ↑) usually coincides with BTC selling pressure. • Track BTC vs EURUSD: stronger USD often puts downside pressure on BTC. • Observe BTC vs Gold: during “flight to safety” events, gold rises while BTC weakens. • Monitor BTC vs TLT: rising yields (falling TLT) often align with BTC weakness. Inputs • Window Length (bars): Number of bars used to calculate rolling correlations (default = 12). • Comparison Timeframe: Default = 5m. Can be changed to align with your intraday or swing trading style. Notes • Works best on intraday charts (1m, 5m, 15m) for scalping and short-term setups. • Use correlations as context, not standalone signals — combine with volume, VWAP, and price action. • Correlations are dynamic; they can switch regimes quickly during macro events (CPI, NFP, FOMC). This tool is designed for traders who want to manage risk exposure by monitoring whether BTC is behaving as a risk-on asset or hedge, and to exploit opportunities during decoupling phases.
Penunjuk Pine Script®
oleh leobuezo
Machine Learning BBPct [BackQuant]Machine Learning BBPct What this is (in one line) A Bollinger Band %B oscillator enhanced with a simplified K-Nearest Neighbors (KNN) pattern matcher. The model compares today’s context (volatility, momentum, volume, and position inside the bands) to similar situations in recent history and blends that historical consensus back into the raw %B to reduce noise and improve context awareness. It is informational and diagnostic—designed to describe market state, not to sell a trading system. Background: %B in plain terms Bollinger %B measures where price sits inside its dynamic envelope: 0 at the lower band, 1 at the upper band, ~ 0.5 near the basis (the moving average). Readings toward 1 indicate pressure near the envelope’s upper edge (often strength or stretch), while readings toward 0 indicate pressure near the lower edge (often weakness or stretch). Because bands adapt to volatility, %B is naturally comparable across regimes. Why add (simplified) KNN? Classic %B is reactive and can be whippy in fast regimes. The simplified KNN layer builds a “nearest-neighbor memory” of recent market states and asks: “When the market looked like this before, where did %B tend to be next bar?” It then blends that estimate with the current %B. Key ideas: • Feature vector . Each bar is summarized by up to five normalized features:   – %B itself (normalized)   – Band width (volatility proxy)   – Price momentum (ROC)   – Volume momentum (ROC of volume)   – Price position within the bands • Distance metric . Euclidean distance ranks the most similar recent bars. • Prediction . Average the neighbors’ prior %B (lagged to avoid lookahead), inverse-weighted by distance. • Blend . Linearly combine raw %B and KNN-predicted %B with a configurable weight; optional filtering then adapts to confidence. This remains “simplified” KNN: no training/validation split, no KD-trees, no scaling beyond windowed min-max, and no probabilistic calibration. How the script is organized (by input groups) 1) BBPct Settings • Price Source – Which price to evaluate (%B is computed from this). • Calculation Period – Lookback for SMA basis and standard deviation. • Multiplier – Standard deviation width (e.g., 2.0). • Apply Smoothing / Type / Length – Optional smoothing of the %B stream before ML (EMA, RMA, DEMA, TEMA, LINREG, HMA, etc.). Turning this off gives you the raw %B. 2) Thresholds • Overbought/Oversold – Default 0.8 / 0.2 (inside ). • Extreme OB/OS – Stricter zones (e.g., 0.95 / 0.05) to flag stretch conditions. 3) KNN Machine Learning • Enable KNN – Switch between pure %B and hybrid. • K (neighbors) – How many historical analogs to blend (default 8). • Historical Period – Size of the search window for neighbors. • ML Weight – Blend between raw %B and KNN estimate. • Number of Features – Use 2–5 features; higher counts add context but raise the risk of overfitting in short windows. 4) Filtering • Method – None, Adaptive, Kalman-style (first-order), or Hull smoothing. • Strength – How aggressively to smooth. “Adaptive” uses model confidence to modulate its alpha: higher confidence → stronger reliance on the ML estimate. 5) Performance Tracking • Win-rate Period – Simple running score of past signal outcomes based on target/stop/time-out logic (informational, not a robust backtest). • Early Entry Lookback – Horizon for forecasting a potential threshold cross. • Profit Target / Stop Loss – Used only by the internal win-rate heuristic. 6) Self-Optimization • Enable Self-Optimization – Lightweight, rolling comparison of a few canned settings (K = 8/14/21 via simple rules on %B extremes). • Optimization Window & Stability Threshold – Governs how quickly preferred K changes and how sensitive the overfitting alarm is. • Adaptive Thresholds – Adjust the OB/OS lines with volatility regime (ATR ratio), widening in calm markets and tightening in turbulent ones (bounded 0.7–0.9 and 0.1–0.3). 7) UI Settings • Show Table / Zones / ML Prediction / Early Signals – Toggle informational overlays. • Signal Line Width, Candle Painting, Colors – Visual preferences. Step-by-step logic A) Compute %B Basis = SMA(source, len); dev = stdev(source, len) × multiplier; Upper/Lower = Basis ± dev. %B = (price − Lower) / (Upper − Lower). Optional smoothing yields standardBB . B) Build the feature vector All features are min-max normalized over the KNN window so distances are in comparable units. Features include normalized %B, normalized band width, normalized price ROC, normalized volume ROC, and normalized position within bands. You can limit to the first N features (2–5). C) Find nearest neighbors For each bar inside the lookback window, compute the Euclidean distance between current features and that bar’s features. Sort by distance, keep the top K . D) Predict and blend Use inverse-distance weights (with a strong cap for near-zero distances) to average neighbors’ prior %B (lagged by one bar). This becomes the KNN estimate. Blend it with raw %B via the ML weight. A variance of neighbor %B around the prediction becomes an uncertainty proxy ; combined with a stability score (how long parameters remain unchanged), it forms mlConfidence ∈ . The Adaptive filter optionally transforms that confidence into a smoothing coefficient. E) Adaptive thresholds Volatility regime (ATR(14) divided by its 50-bar SMA) nudges OB/OS thresholds wider or narrower within fixed bounds. The aim: comparable extremeness across regimes. F) Early entry heuristic A tiny two-step slope/acceleration probe extrapolates finalBB forward a few bars. If it is on track to cross OB/OS soon (and slope/acceleration agree), it flags an EARLY_BUY/SELL candidate with an internal confidence score. This is explicitly a heuristic—use as an attention cue, not a signal by itself. G) Informational win-rate The script keeps a rolling array of trade outcomes derived from signal transitions + rudimentary exits (target/stop/time). The percentage shown is a rough diagnostic , not a validated backtest. Outputs and visual language • ML Bollinger %B (finalBB) – The main line after KNN blending and optional filtering. • Gradient fill – Greenish tones above 0.5, reddish below, with intensity following distance from the midline. • Adaptive zones – Overbought/oversold and extreme bands; shaded backgrounds appear at extremes. • ML Prediction (dots) – The KNN estimate plotted as faint circles; becomes bright white when confidence > 0.7. • Early arrows – Optional small triangles for approaching OB/OS. • Candle painting – Light green above the midline, light red below (optional). • Info panel – Current value, signal classification, ML confidence, optimized K, stability, volatility regime, adaptive thresholds, overfitting flag, early-entry status, and total signals processed. Signal classification (informational) The indicator does not fire trade commands; it labels state: • STRONG_BUY / STRONG_SELL – finalBB beyond extreme OS/OB thresholds. • BUY / SELL – finalBB beyond adaptive OS/OB. • EARLY_BUY / EARLY_SELL – forecast suggests a near-term cross with decent internal confidence. • NEUTRAL – between adaptive bands. Alerts (what you can automate) • Entering adaptive OB/OS and extreme OB/OS. • Midline cross (0.5). • Overfitting detected (frequent parameter flipping). • Early signals when early confidence > 0.7. These are purely descriptive triggers around the indicator’s state. Practical interpretation • Mean-reversion context – In range markets, adaptive OS/OB with ML smoothing can reduce whipsaws relative to raw %B. • Trend context – In persistent trends, the KNN blend can keep finalBB nearer the mid/upper region during healthy pullbacks if history supports similar contexts. • Regime awareness – Watch the volatility regime and adaptive thresholds. If thresholds compress (high vol), “OB/OS” comes sooner; if thresholds widen (calm), it takes more stretch to flag. • Confidence as a weight – High mlConfidence implies neighbors agree; you may rely more on the ML curve. Low confidence argues for de-emphasizing ML and leaning on raw %B or other tools. • Stability score – Rising stability indicates consistent parameter selection and fewer flips; dropping stability hints at a shifting backdrop. Methodological notes • Normalization uses rolling min-max over the KNN window. This is simple and scale-agnostic but sensitive to outliers; the distance metric will reflect that. • Distance is unweighted Euclidean. If you raise featureCount, you increase dimensionality; consider keeping K larger and lookback ample to avoid sparse-neighbor artifacts. • Lag handling intentionally uses neighbors’ previous %B for prediction to avoid lookahead bias. • Self-optimization is deliberately modest: it only compares a few canned K/threshold choices using simple “did an extreme anticipate movement?” scoring, then enforces a stability regime and an overfitting guard. It is not a grid search or GA. • Kalman option is a first-order recursive filter (fixed gain), not a full state-space estimator. • Hull option derives a dynamic length from 1/strength; it is a convenience smoothing alternative. Limitations and cautions • Non-stationarity – Nearest neighbors from the recent window may not represent the future under structural breaks (policy shifts, liquidity shocks). • Curse of dimensionality – Adding features without sufficient lookback can make genuine neighbors rare. • Overfitting risk – The script includes a crude overfitting detector (frequent parameter flips) and will fall back to defaults when triggered, but this is only a guardrail. • Win-rate display – The internal score is illustrative; it does not constitute a tradable backtest. • Latency vs. smoothness – Smoothing and ML blending reduce noise but add lag; tune to your timeframe and objectives. Tuning guide • Short-term scalping – Lower len (10–14), slightly lower multiplier (1.8–2.0), small K (5–8), featureCount 3–4, Adaptive filter ON, moderate strength. • Swing trading – len (20–30), multiplier ~2.0, K (8–14), featureCount 4–5, Adaptive thresholds ON, filter modest. • Strong trends – Consider higher adaptive_upper/lower bounds (or let volatility regime do it), keep ML weight moderate so raw %B still reflects surges. • Chop – Higher ML weight and stronger Adaptive filtering; accept lag in exchange for fewer false extremes. How to use it responsibly Treat this as a state descriptor and context filter. Pair it with your execution signals (structure breaks, volume footprints, higher-timeframe bias) and risk management. If mlConfidence is low or stability is falling, lean less on the ML line and more on raw %B or external confirmation. Summary Machine Learning BBPct augments a familiar oscillator with a transparent, simplified KNN memory of recent conditions. By blending neighbors’ behavior into %B and adapting thresholds to volatility regime—while exposing confidence, stability, and a plain early-entry heuristic—it provides an informational, probability-minded view of stretch and reversion that you can interpret alongside your own process.
Penunjuk Pine Script®
oleh BackQuant
1
Market Structure Trend Change by TenAMTraderMarket Structure Trend Change Indicator Description: This indicator detects changes in market trend by analyzing swing highs and lows to identify Higher Highs (HH), Higher Lows (HL), Lower Highs (LH), and Lower Lows (LL). It helps traders quickly see potential reversals and trend continuation points. Features: Automatically identifies pivots based on configurable left and right bars. Labels pivot points (HH, HL, LH, LL) directly on the chart (text-only for clarity). Generates buy and sell signals when a trend change is detected: Buy Signal: HL after repeated LLs. Sell Signal: LH after repeated HHs. Fully customizable signal appearance: arrow type, circle, label, color, and size. Adjustable minimum number of repeated highs or lows before a trend change triggers a signal. Alerts built in for automated notifications when buy/sell signals occur. Default Settings: Optimized for a 10-minute chart. Default “Min repeats before trend change” and pivot left/right bars are set for typical 10-min price swings. User Customization: Adjust the “Pivot Left Bars,” “Pivot Right Bars,” and “Min repeats before trend change” to match your trading style, chart timeframe, and volatility. Enable pivot labels for visual clarity if desired. Set alerts to receive notifications of trend changes in real time. How to Use: Apply the indicator to any chart and timeframe. It works best on swing-trading or trend-following strategies. Watch for Buy/Sell signals in conjunction with your other analysis, such as volume, support/resistance, or other indicators. Legal Disclaimer: This indicator is provided for educational and informational purposes only. It is not financial advice. Trading involves substantial risk, and past performance is not indicative of future results. Users should trade at their own risk and are solely responsible for any gains or losses incurred.
Penunjuk Pine Script®
oleh TenAM_Trader
Nifty Power -> Nifty 50 chart + EMA of RSI + avg volume strategyThis strategy works in 1 hour candle in Nifty 50 chart. In this strategy, upward trade takes place when there is a crossover of RSI 15 on EMA50 of RSI 15 and volume is greater than volume based EMA21. On the other hand, lower trade takes place when RSI 15 is less than EMA50 of RSI 15. Please note that there is no stop loss given and also that the trade will reverse as per the trend. Sometimes on somedays, there will be no trades. Also please note that this is an Intraday strategy. The trade if taken closes on 15:15 in Nifty 50. This strategy can be used for swing trading. Some pine script code such as supertrend and ema21 of close is redundant. Try not to get confused as only EMA50 of RSI 15 is used and EMA21 of volume is used. I am using built-in pinescript indicators and there is no special calculation done in the pine script code. I have taken numbars variable to count number of candles. For example, if you have 30 minuite chart then numbars variable will count the intraday candles accordingly and the same for 1 hour candles.
Strategi Pine Script®
oleh Archer_Trade