Get started

Chart patterns

Time Window Optimizer [theUltimator5]The Time Window Optimizer is designed to identify the most profitable 30-minute trading windows during regular market hours (9:30 AM - 4:00 PM EST). This tool helps traders optimize their intraday strategies by automatically discovering time periods with the highest historical performance or allowing manual selection for custom analysis. It also allows you to select manual timeframes for custom time period analysis. 🏆 Automatic Window Discovery The core feature of this indicator is its intelligent Auto-Find Best 30min Window system that analyzes all 13 possible 30-minute time slots during market hours. How the Algorithm Works: Concurrent Analysis: The indicator simultaneously tracks performance across all 13 time windows (9:30-10:00, 10:00-10:30, 10:30-11:00... through 15:30-16:00) Daily Performance Tracking: For each window, it captures the percentage change from window open to window close on every trading day Cumulative Compounding: Daily returns are compounded over time to show the true long-term performance of each window, starting from a normalized value of 1.0 Dynamic Optimization: The system continuously identifies the window with the highest cumulative return and highlights it as the optimal choice Statistical Validation: Performance is validated through multiple metrics including average daily returns, win rates, and total sample size Visual Representation: Best Window Line: The top-performing window is displayed as a thick colored line for easy identification All 13 Lines (optional): Users can view performance lines for all time windows simultaneously to compare relative performance Smart Coloring: Lines are color-coded (green for gains, red for losses) with the best performer highlighted in a user-selected color 📊 Comprehensive Performance Analysis The indicator provides detailed statistics in an information table: Average Daily Return: Mean percentage change per trading session Cumulative Return: Total compounded performance over the analysis period Win Rate: Percentage of profitable days (colored green if ≥50%, red if <50%) Buy & Hold Comparison: Shows outperformance vs. simple buy-and-hold strategy Sample Size: Number of trading days analyzed for statistical significance 🛠️ User Settings imgur.com Auto-Optimization Controls: Auto-Find Best Window: Toggle to enable/disable automatic optimization Show All 13 Lines: Display all time window performance lines simultaneously Best Window Line Color: Customize the color of the top-performing window Manual Mode: imgur.com Custom Time Window: Set any desired time range using session format (HHMM-HHMM) Crypto Support: Built-in timezone offset adjustment for cryptocurrency markets Chart Type Options: Switch between candlestick and line chart visualization Visual Customization: imgur.com Background Highlighting: Optional background color during active time windows Candle Coloring: Custom colors for bullish/bearish candles within the time window Table Positioning: Flexible placement of the statistics table anywhere on the chart 🔧 Technical Features Market Compatibility: Stock Markets: Optimized for traditional market hours (9:30 AM - 4:00 PM EST) Cryptocurrency: Includes timezone offset adjustment for 24/7 crypto markets Exchange Detection: Automatically detects crypto exchanges and applies appropriate settings Performance Optimization: Efficient Calculation: Uses separate arrays for each time block to minimize computational overhead Real-time Updates: Dynamically updates the best-performing window as new data becomes available Memory Management: Optimized data structures to handle large datasets efficiently 💡 Use Cases Strategy Development: Identify the most profitable trading hours for your specific instruments Risk Management: Focus trading activity during historically successful time periods Performance Comparison: Evaluate whether time-specific strategies outperform buy-and-hold Market Analysis: Understand intraday patterns and market behavior across different time windows 📈 Key Benefits Data-Driven Decisions: Base trading schedules on historical performance data Automated Analysis: No manual calculation required - the algorithm does the work Flexible Implementation: Works in both automated discovery and manual selection modes Comprehensive Metrics: Multiple performance indicators for thorough analysis Visual Clarity: Clear, color-coded visualization makes interpretation intuitive This indicator transforms complex intraday analysis into actionable insights, helping traders optimize their time allocation and improve overall trading performance through systematic, data-driven approach to market timing.
Pine Script® indicator
by TheUltimator5
buysellsignal-Santhosh Buy Point and Sell PointThis indicator utilizes a custom signal engine based on price depth, deviation, and backstep algorithms to identify potential buy/sell zones. It marks critical swing points on the chart and triggers signals based on directional price shifts. Users can customize input parameters and visual styling, and alerts are integrated for seamless automation. Designed for traders seeking dynamic entry/exit signals and compatible with algorithmic trading strategies
Pine Script® indicator
by santhosh_sendme
1
🟢💲 EMA Bias + Multi-TF Perfect Touch10 Koplick (Upgraded)Absolutely! Here’s a detailed rating and explanation of your upgraded "🟢 EMA Bias + Multi-TF Perfect Touch9 Koplick (Upgraded)" indicator. 🔥 Rating: 9/10 Strengths: Multi-Timeframe Analysis: Checks EMA bias and linear regression trendlines across multiple standard and custom timeframes, giving a robust, well-rounded market view. EMA Bias with Validity Check: Incorporates a strict EMA trend confirmation — requiring EMA50 > EMA100 > EMA200 for bullish bias (and reverse for bearish) — plus price must not touch EMA50 to confirm strength. This avoids false signals from weak trends. Linear Regression Trendline Factor: Adds a sophisticated trendline bias that uses user-defined timeframes and a lookahead-on linear regression midline, to check price relation and "touch" status. Trendline touches neutralize signals, preventing premature entries. Toggle Flexibility: Users can enable/disable EMA bias or regression trendline factors independently, allowing customization per strategy or market condition. Suggestion Logic: Aggregates signals from multiple timeframes to provide a clear buy/sell/hold suggestion. It requires 4+ bullish or bearish EMA biases for strong signals, which is a solid threshold. Clear Table Display: The table shows biases and validity per timeframe, making it easy to visually confirm the analysis at a glance. Alerts: Provides live alerts when the overall suggestion changes — great for active traders. Clean and Maintainable Code: Well-structured with reusable functions, arrays for scalability, and clear naming. Minor Limitations / Possible Improvements: EMA100’s role is implicit: It’s used only as a middle EMA in the bias chain. Could be extended to also appear in the output or be weighted differently. No volume or price action filters: Including additional filters like volume spikes or candle patterns might improve entry quality. Suggestion logic only considers EMA biases for bullish/bearish counts: LR trendline biases affect only the neutralization (touch) logic; you might also consider including their bias direction for a more nuanced suggestion. Fixed threshold (4 out of 5) for strong signals: Allowing user customization of this threshold could enhance flexibility. ⚙️ How It Works - Step-by-Step: Input Parameters: User selects custom timeframe (customTF). User defines 3 timeframes (lr_tf_1, lr_tf_2, lr_tf_3) for linear regression trendlines. User toggles enable/disable EMA bias and LR trendline factors. User sets the linear regression length (lrLength). EMA Calculation & Bias: For standard timeframes (5m, 15m, 1h, 4h, Daily) and the custom timeframe, the script fetches EMA50, EMA100, EMA200, plus high and low prices. The bias for each timeframe is: Bullish: EMA50 > EMA100 > EMA200 and price stays above EMA50 (low > EMA50). Bearish: EMA50 < EMA100 < EMA200 and price stays below EMA50 (high < EMA50). Neutral: Otherwise. A valid flag confirms if the price respects the bias without touching EMA50. Linear Regression Trendline Bias: For each user-defined LR timeframe, the indicator computes a linear regression midline. Bias is bullish if price > midline; bearish otherwise. If the price "touches" the LR line (high >= mid and low <= mid), the bias is considered invalid (neutralized). Table Display: Shows all biases and validity states for the custom TF, standard TFs, and LR trendlines. Valid biases show a ✅, invalid (or touching) show a 🚫. Colors visually differentiate bullish (blue/purple), bearish (red), and neutral (orange). Overall Suggestion Logic: Counts bullish and bearish EMA biases on standard TFs only if the EMA factor is enabled. Checks if any LR trendline is touched (neutralizing signal) if LR factor enabled. If no trendline is touched and EMA factor is enabled: 4+ bullish biases → Strong Buy 4+ bearish biases → Strong Sell Otherwise → Neutral / Hold If any LR trendline is touched → Trendline Touch - No Clear Signal (neutralizes the suggestion). Plots: Current timeframe EMA50, EMA100, and EMA200 lines are plotted for reference. LR trendlines for the 3 user-defined timeframes are plotted on the chart. Alerts: Fires an alert whenever the suggestion changes, letting the trader know when market bias shifts. Summary This indicator elegantly combines classical moving average bias with regression-based trendline analysis over multiple timeframes, applying thoughtful filters like “price must not touch EMA50” or “price must not touch LR line” to reduce false signals. The toggles for each factor provide great flexibility to tailor it for scalping, swing, or position trading. The clear table and suggestion make it very practical for quick decision-making, and the alerts ensure traders don’t miss important shifts. If you want, I can help you further with: Adding multi-factor weighting. Integrating volume or other technical confluences. Extending to strategy/backtesting. Or anything else! Just say the word.
Pine Script® indicator
by edegrano
MANI SESSIONSOANDA:GBPUSD This indicator marks the opening times of the three main trading sessions — Asia, London, and New York — using vertical red dotted lines on the chart. Each session is labeled with a minimal tag (“ASIA”, “LDN”, “NY”) displayed directly on the line for clean and unobtrusive reference. All session times are based on the New York time zone and adjust automatically for each new day. This tool helps intraday traders quickly identify session shifts, plan entries around high-volume hours, and stay locked into session-based strategy. OANDA:GBPUSD
Pine Script® indicator
by manigolestaniian
Parabolic SAR with Early Buy & MA-Based Exit Strategy📝 Strategy Description (Max SEO Impact) This advanced Parabolic SAR-based trading strategy is designed to capture early trend reversals and exit intelligently using a dynamic moving average filter. It enters long trades when a PSAR reversal occurs, and exits only when the PSAR moves above price and the price falls below the 11-period SMA, helping avoid premature exits during volatile swings. 📌 Features: • Custom Parabolic SAR calculation for refined trend tracking • Background highlights during buy zones (SAR below price) • Exit signals only when trend weakens (PSAR above + price under SMA) • Red flag plotted on chart at exit bars for clear visual identification • Works on all timeframes and instruments Ideal for swing traders, trend followers, and strategy testers looking for smart PSAR-based entries with smoother exits.
Pine Script® strategy
by tarangbharti18
Parabolic SAR with Early Buy & MA-Based Exit Strategy📝 Strategy Description (Max SEO Impact) This advanced Parabolic SAR-based trading strategy is designed to capture early trend reversals and exit intelligently using a dynamic moving average filter. It enters long trades when a PSAR reversal occurs, and exits only when the PSAR moves above price and the price falls below the 11-period SMA, helping avoid premature exits during volatile swings. 📌 Features: • Custom Parabolic SAR calculation for refined trend tracking • Background highlights during buy zones (SAR below price) • Exit signals only when trend weakens (PSAR above + price under SMA) • Red flag plotted on chart at exit bars for clear visual identification • Works on all timeframes and instruments Ideal for swing traders, trend followers, and strategy testers looking for smart PSAR-based entries with smoother exits.
Pine Script® strategy
by tarangbharti18
Parabolic SAR Strategy with MACD Confirmation & Trend Zone Highl📝 Description (SEO + Follower-Friendly): 🚀 Powerful Trend Strategy Using Parabolic SAR + MACD This advanced Pine Script combines the classic Parabolic SAR trend-following system with MACD crossover confirmation, improving entry precision and filtering out false signals. The script also features: ✅ Dynamic trend zone background highlighting when SAR is below price ✅ MACD filter ensures trades align with market momentum ✅ Custom SAR logic with adaptive acceleration ✅ Clean visual SAR plots for easy trend tracking ✅ Fully backtestable with strategy.entry logic 🔎 Ideal for traders seeking early trend entries, momentum confirmation, and visual clarity. 📈 Works on all timeframes and pairs — perfect for swing traders, scalpers, and crypto enthusiasts. 💡 Use it as a base strategy or combine with your favorite indicators. ❤️ If you find this helpful, don't forget to like, comment, and follow for more premium strategies!
Pine Script® strategy
by tarangbharti18
√ Square Root LevelsSquare Root - Based Levels Indicator --------------------------------------------- This indicator plots key support and resistance levels based on the square root of price — a unique, mathematically-driven method rooted in price structure rather than traditional Fibonacci or percentage-based techniques. Core Concept: ----------------- Levels are calculated by applying the square root function to price, then multiplying or adding/subtracting scaled increments. This approach smooths volatility and reveals hidden levels of market significance that may not be visible with conventional tools. Use Cases: ------------- * Identify hidden support/resistance zones * Time entries and exits based on price harmonics * Complement other technical tools (like Fibonacci, Gann, or Pivot Points) Customizable Settings: ---------------------------- * Base Price (Anchor) * Increment/Multiplier * Number of Levels * Styling options for clean chart visuals Whether you're a day trader or swing trader, this tool adds a mathematically unique perspective to your technical analysis.
Pine Script® indicator
by nirmalvedhachalam
Historical Year OverlayThis script allows you to simply source any historical calendar year and overlay it over any other year (usually a historical year overlaying a year in the future). It was made using an LLM for coding help and logic. It is great for working out potential pivots and it also maps the previous profit/loss from the source year over the plot year so that we can see the connection to price levels throughout the plot year and also with the yearly close (we get a horizontal line for the close). It uses the year open as a price reference to plot the P&L over the plot year (if use plot year option is selected). if the year has not started yet you can use the "manual opening price" OR it will auto set to the current price (great for "replay mode", it will catch the actual opening price once it happens). The settings are self explanatory. Choose a source year and plot year. Choose a multiplier if you'd like (it simply multiplies the plot year P&L by that number; ie: 1 means the same as it was, 0.5 means half of what is was, 2 means 2x the source P&L) The resolution is max default 50 line segments but you can simplify if you'd like. I've released the code open-source so you can see what it is doing. Please update it with all the enhancements you can think of. Please let me know if you do this as I will be very interested!
Pine Script® indicator
by joe.dodaro
1
RSI Cloud Zones (by AButterfly)RSI instruction: Uptrend market only. LONG only. Should use only when SPY and QQQ are above 50 SMA and 200 SMA, and the 50sma is above 200sma, and RSI(14) is above 50 ............... BUY only in the GREEN area. Do NOT buy above GREEN green area. That would be chase (after a train, a ship that left). Take profit in the RED area, preferably on a green candle. This does not encourage SHORT-ing. LONG only. Disclaimer: This is an entertainment. If you lose money, don't blame this indicator or the creator. You have to pay attention to whether the market is on uptrend.
Pine Script® indicator
by Abutterfly
Dr. Fib - FGBAB - Open Range Breakout for Stocks V1.0This Open Range Breakout Indicator (ORB) helps your discretionary trading when looking for breakouts on the 15 mins range. This indicator helps your discretionary trading by allowing visual settings that helps discretionary trades to make faster decisions. It will provide you will the following on-screen information: - ORB HIGH and LOW: The Open Range Breakout set by the input parameters, for example the first 15 mins RTH Open from 9:30 to 6:45.- - ORB MID: The ORB mid point for reference, generally the price tends to return and bounce from the 50% ORB. Reward to Risk posible targets for LONG and SHORT trades: This will provide target value references, it is based on the ORB Risk from high to low, you have 1:1, 2:1, 3:1 and 4:1 possible targets in both directions. Reference table: The reference table is a visual setting for you to have at first sight important information before considering getting into the trade: - ORB HIGH and LOW. - Risk in points. - Risk in USD. - Amount of shares considering the MaxRisk input parameter you select. - The current LIVE R:R based on the entry, if price is abobe ORB High it will simulate a LONG position is price is below the ORB Low it will simulate a SHORT position, - The LIVE profit simulation based on the above. - MaxRunUP, the highest equity the trade simulation has produced. Direction: The current trade direction simulation based on the ORB HIGH or ORB LOW. Keep in mind this indicator is a "gauge" a visual help for discretionary traders that like to trade Open Range Breakout strategy. It will reset the ORB at RTH Close and build a new ORB at next calendar day based in the ORB time you have selected by the input parameters. Please feel free to use in your own trading at your discretion.
Pine Script® indicator
by fgbab