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Candlestick analysis

Benford's Law Actual [Tagstrading]Benford’s Law Chart — First Digit Analysis of Percentage Price Drops This script visualizes the distribution of the leading digit in the percentage change of price drops, and compares it to the theoretical distribution expected by Benford’s Law. It helps traders, analysts, and quants to detect anomalies, unnatural behavior, or price manipulation in any asset or timeframe. How to Use Add to any chart or symbol (stocks, crypto, FX, etc.) and select the timeframe you wish to analyze. Set the “Number of Bars to Analyze” input (default: 500) to control the length of the historical window. The chart will display, for the latest window: A blue line: the actual leading-digit distribution for percentage price changes between bars. A red line: the expected distribution per Benford’s Law. Labels below and above: digit markers and the expected (theoretical) percentages. Summary panel on the right: frequency counts and actual vs. theoretical % for each digit. Interpretation: If your actual (blue) curve or digit counts are significantly different from the red Benford’s Law curve, it could indicate unnatural price action, fraud, bot activity, or structural anomalies. Why is this useful for TradingView? Financial forensics: Benford’s Law is a classic tool for detecting data manipulation and fraud in accounting. On charts, it can reveal if price movements are statistically “natural.” Transparency and confidence: Helps communities audit markets, brokers, or exchanges for irregularities. Adaptable: Works on any market, any timeframe. What makes this script unique? Focuses on % price changes, not raw prices. This provides a fair comparison across assets, symbols, and timeframes. Measures only the direction and magnitude of drops/rises — more suitable for detecting manipulation in active markets. Clear and customizable visualization: The Benford line, actual data, and summary are all visible and readable in one glance. Optimized for speed and clarity (runs efficiently on all major charts). How is it different from stg44’s Benford’s Law script? This script analyzes the leading digit of percentage price changes (i.e., how much the price drops or rises in %), while the original by stg44 analyzes the leading digit of price itself. Results are less sensitive to price scale and more comparable across volatile and non-volatile assets. The summary panel clearly shows ( ) for actual and for Benford theoretical values. Full code is commented and open for the community. Credits and Inspiration This script was inspired by “Benford’s Law” by stg44: Thanks to the TradingView community for sharing powerful visual ideas. — By tags trading
Penunjuk Pine Script®
oleh TagsTrading
Blue Ocean BOATS 24/5 US Market DataThis script utilizes Blue Ocean's ATS (Alternative Trading System) and U.S. exchange market data to create a continuous candlestick chart. The continuous data has the option to be used as an indicator or strategy source. Requirements The main chart symbol (which can be unrelated to the user-input Ticker Symbol) needs to be a 24/7 chart. An example symbol is CRYPTO:BTCUSD. CME_MINI:ES1! and FX:SPX500 work too, but are not truly 24/5 and will miss ~4 hours of the total trading week from the extended U.S. session. The main chart's timeframe needs to be intraday. Because the script's output is currently inconsistent on daily or higher timeframes, it will disable itself. The Ticker Symbol chosen should be a ticker that is traded on U.S. exchanges. This will provide both U.S. extended session data and a BOATS equivalent. Usage & configuration This script visualizes the 24-hour Monday-Friday chart of a U.S. exchange ticker. Going a step further, it can be used to compare the performance indices or cryptocurrencies to stock constituents of indices, cryptocurrency treasury stocks or holding ETFs. The script's output, candlesticks, can be overlaid on the main chart or used as is. A "Price Source" plot is used for indicators or strategies. Ticker Symbol: The U.S. ticker you'd like to view extended session and Blue Ocean ATS session data for. Price Source: Price source that can be used for indicators or strategies. Highlight Sessions: Highlight the different trading sessions. Last Price Line: Show a horizontal line at the last traded price. Ticker Symbol Check: Plots a label that will display only if the selected Ticker Symbol is not detected as a U.S. exchange traded ticker. Earnings Label: Creates a label at the time of past earnings of the chosen Ticker Symbol. The time that the earnings are plotted is approximate. Because of this, the label is meant as an explanation for price action. What this script does and how it works It creates OHLC candlesticks by merging Blue Ocean's ATS market data and U.S. exchange data. From the OHLC data of both, a single output can be used for indicators or strategies. References and further information www.tradingview.com The Blue Ocean ATS allows trading from 20:00 to 4:00 Eastern Time, Sunday through Thursday. This critical timeframe bridges the eight-hour overnight gap when major U.S. exchanges are closed. blueocean-tech.io Blue Ocean ATS, LLC is a US broker dealer which operates the alternative trading system BOATS. Our trading platform offers electronic access, price discovery, compliant regulatory reporting requirements, and standard clearing and settlement processes. www.nyse.com Hours mentioned are in Eastern Time. Overnight trading remains far less active than extended hours trading. The hour with the highest overnight volume is 9:00PM, which averages 2.94 million shares per day and coincides with several Asian market opens. This volume is a fraction of the last hour of extended hours trading, which averages 43.22 million shares. The first hour of pre-core reported volume averages 113.30 million shares per day. Overnight executions, in addition to the peak in the 9:00PM hour, also exhibits a smaller peak at 3:00AM, of 2.35 million shares. This coincides with several Asian bourses’ end of their regular trading day. Example of using the script in the main chart window and the difference in how RSI may be calculated. Note: ATS is not the name of the 20:00 to 4:00 ET session itself, and the term refers to a broader definition of trading systems that include dark pools, which can be different. 24/5 Monday-Friday really means NY time Sunday night to Friday afternoon.
Penunjuk Pine Script®
oleh NeoButane
1
Cryptokazancev Strategy PackCryptokazancev Strategy Pack Комплексный инструмент для анализа рыночной структуры / Comprehensive Market Structure Analysis Tool 🇷🇺 Описание на русском Cryptokazancev Strategy Pack by ZeeZeeMon - это мощный набор инструментов для технического анализа, включающий: • Ордерблоки (Order Blocks) с настройкой количества и цветов • Пивоты (Pivot Points) различных таймфреймов • Рыночную структуру с зонами Фибоначчи (0.618, 0.786) • Разворотные конструкции (пинбары и поглощения) • Зоны интереса на основе скопления свингов 📊 Основные функции: 1. Ордерблоки - Автоматическое определение бычьих/медвежьих OB - Настройка максимального количества блоков (до 30) - Кастомизация цветов 2. Пивоты - Поддержка таймфреймов: Дневные/Недельные/Месячные/Квартальные/Годовые - Уровни Camarilla (P, R1-R4, S1-S4) 3. Рыночная структура - Четкое определение тренда (UP/DOWN) - Ключевые уровни Фибо (0.618 и 0.786) - Настройка глубины анализа (10-1000 баров) 4. Разворотные конструкции - Обнаружение пинбаров - Обнаружение поглощений - Настройка чувствительности 5. Зоны интереса - Алгоритм кластеризации свингов - Настройка через ATR-мультипликатор - Лимит отображаемых зон 🇬🇧 English Description ZeeZeeMon Pack is a comprehensive market analysis toolkit featuring: • Order Blocks with customizable count and colors • Pivot Points for multiple timeframes • Market Structure with Fibonacci zones • Reversal patterns (pinbars and engulfings) • Interest Zones based on swing clustering 📊 Key Features: 1. Order Blocks - Auto-detection of bullish/bearish OB - Configurable max blocks (up to 30) - Custom color schemes 2. Pivot Points - Supports: Daily/Weekly/Monthly/Quarterly/Yearly - Camarilla levels (P, R1-R4, S1-S4) 3. Market Structure - Clear trend detection (UP/DOWN) - Key Fibonacci levels (0.618 & 0.786) - Adjustable analysis depth (10-1000 bars) 4. Reversal Patterns - Smart pinbar detection - ATR-based engulfing filter - Sensitivity adjustment 5. Interest Zones - Swing clustering algorithm - ATR-multiplier configuration - Display limit (up to 10 zones) ⚙️ Technical Highlights: • Built with Pine Script v5 • Performance-optimized • Well-commented code • Flexible settings system ⚠️ Важно / Important: Индикатор в бета-версии. Тестируйте перед использованием в реальной торговле. This is BETA version. Please test before live trading. 💬 Поддержка / Support: Комментарии к скрипту / Script comments section
Penunjuk Pine Script®
oleh cryptokazancev
3
Tradeable Candle Detection By Raja SaienTradeable Candle Detection By Raja Saien Overview: This advanced candle detection tool is designed to help traders identify high-quality trade setups and avoid fake moves, based on candle structure, volume, and RSI conditions. Unlike many indicators that are limited to specific sessions, this script works across all market sessions, giving you full flexibility to trade 24/7. 🔍 Key Features: All Session Support (24/7 Trading) Detects tradeable setups during any time of the day, including Asian, London, New York, and overlapping hours. No restriction to any specific session — trade when the opportunity is there! Fake Move Detection 🚫 Identifies candles with long wicks, small bodies, and low volume — typical signs of manipulation or indecision. Displays a “No Trade Zone – Fake Move” label to help you avoid poor entries. Real Move Detection ✅ Highlights candles with strong bodies, short wicks, and high volume — ideal conditions for trade entries. Helps you focus only on high-probability, momentum-driven moves. RSI-Based Confirmation Uses RSI to ensure trade entries align with momentum: Bullish Entry Allowed: Candle is bullish + RSI between 50–75. Bearish Entry Allowed: Candle is bearish + RSI between 25–50. Avoid Trades: RSI is overbought/oversold or showing divergence. Divergence Detection Detects bearish divergence in bullish setups and bullish divergence in bearish setups — warns against risky entries. Visual Zones & Candle Highlights Plots horizontal lines at candle highs/lows and extended zones based on candle range. Dominant candles are highlighted in black for quick visual spotting. ⚙️ Custom Inputs: Minimum Body Size Threshold Wick-to-Body Ratio for Fake Move Volume Strength Multiplier Candle Dominance Precision (% of range) RSI Period and Source Optional session filter (can be turned off to enable all-session detection) 🛎️ Alerts Included: ✅ Long Entry Confirmed – Strong bullish candle with supporting RSI ✅ Short Entry Confirmed – Strong bearish candle with supporting RSI 🚫 Fake Move Detected – Weak structure + low volume, no trade 🧠 How to Use: Wait for a dominant black candle to appear. Read the label to understand: ✅ Green = Trade Allowed ⚠️ Orange = Avoid (due to RSI or divergence) 🚫 Red = Fake Move (stay out) Combine with support/resistance, SMC, or price action strategy for confluence. 🟢 "Trade any session, any time – with confidence, precision, and control. Powered by Raja Saien." Built for traders who value smart entries and reliable signals across all time zones.
Penunjuk Pine Script®
oleh RajaSaien
Neural Network Buy and Sell SignalsTrend Architect Suite Lite - Neural Network Buy and Sell Signals Advanced AI-Powered Signal Scoring This indicator provides neural network market analysis on buy and sell signals designed for scalpers and day traders who use 30s to 5m charts. Signals are generated based on an ATR system and then filtered and scored using an advanced AI-driven system. Features Neural Network Signal Engine 5-Layer Deep Learning analysis combining market structure, momentum, and market state detection AI-based Letter Grade Scoring (A+ through F) for instant signal quality assessment Normalized Input Processing with Z-score standardization and outlier clipping Real-time Signal Evaluation using 5 market dimensions Advanced Candle Types Standard Candlesticks - Raw price action Heikin Ashi - Trend smoothing and noise reduction Linear Regression - Mathematical trend visualization Independent Signal vs Display - Calculate signals on one type, display another Key Settings Signal Configuration - Signal Trigger Sensitivity (Default: 1.7) - Controls signal frequency vs quality - Stop Loss ATR Multiplier (Default: 1.5) - Risk management sizing - Signal Candle Type (Default: Candlesticks) - Data source for signal calculations - Display Candle Type (Default: Linear Regression) - Visual candle display Display Options - Signal Distance (Default: 1.35 ATR) - Label positioning from price - Label Size (Default: Medium) - Optimal readability Trading Applications Scalping - Fast pace signal detection with quality filtering - ATR-based stop management prevents signal overlap - Neural network attempts to reduces false signals in choppy markets Day Trading - Multi-timeframe compatible with adaptation settings - Clear trend visualization with Linear Regression candles - Support/resistance integration for better entries/exits Signal Filtering - Use A+/A grades for highest probability setups - B grades for confirmation in trending markets - C-F grades help identify market uncertainty Why Choose Trend Architect Lite? No Lag - Real-time neural network processing No Repainting - Signals appear and stay fixed Clean Charts - Focus on price action, not indicators Smart Filtering - AI reduces noise and false signals Flexible and customizable - Works across all timeframes and instruments Compatibility - All Timeframes - 1m to Monthly charts - All Instruments - Forex, Crypto, Stocks, Futures, Indices Risk Disclaimer This indicator is a tool for technical analysis and should not be used as the sole basis for trading decisions. Past performance does not guarantee future results. Always use proper risk management and never risk more than you can afford to lose.
Penunjuk Pine Script®
oleh B3AR_Trades
45
Simple Trend Indicator (Heikin-Ashi) | Lyro RSSimple Trend Indicator (Heikin-Ashi) A momentum oscillator using Heikin-Ashi smoothed data to filter trend direction with zero-line crosses. This indicator calculates the normalized deviation of Heikin-Ashi OHLC values from their Simple Moving Average (SMA), then averages these deviations into a single oscillator. It simplifies trend detection by: Reducing noise via Heikin-Ashi smoothing. Highlighting momentum shifts through a zero-line cross system (bullish/bearish). Providing clear visual signals with color-coded plots and directional dots. Originality: Unlike standard momentum oscillators, this tool uniquely combines: Heikin-Ashi normalization for cleaner trend analysis. Multi-component averaging (high, open, low, close) to balance sensitivity. Minimalist design for clutter-free charting. How It Works: Data Input: Fetches Heikin-Ashi OHLC values using request.security(). Momentum Calculation: For each Heikin-Ashi component: Computes % deviation from its SMA: (value − SMA(value, length)) / SMA(value, length) * 100. Oscillator: Averages deviations of all four components into one line (sum). Signals: Bullish: Oscillator > 0 (green). Bearish: Oscillator < 0 (red). Cross Confirmation: Dots (⦿) mark zero-line crosses. Usage: Trend Following: Enter long/short on sustained oscillator breaks above/below zero. Reversal Watch: Zero-line crosses may hint at weakening momentum. Filter: Combine with volume or support/resistance levels. ⚠️Disclaimer: This indicator is a tool for technical analysis and does not provide guaranteed results. It should be used in conjunction with other analysis methods and proper risk management practices. The creators of this indicator are not responsible for any financial decisions made based on its signals.
Penunjuk Pine Script®
oleh LyroRS
Footprint-Style Order Flow by Kalibea📊 Indicator: "Footprint-Style Order Flow by Kalibea" Simplified Order Flow Analysis for TradingView This indicator was created by Kalibea to bring you the power of Order Flow analysis in a clear, practical way—without technical complexity and fully compatible with TradingView. While TradingView doesn’t support traditional footprint charts, this tool simulates institutional market reading using a smart calculation of estimated volume delta, helping you make more informed trading decisions. 🔍 What does this indicator do? Estimated Delta: Calculates the difference between buying and selling pressure per candle, based on price movement and volume. Smart Visual Signals: 🔼 Green Triangle: Potential buy entry (buyer dominance). 🔽 Red Triangle: Potential sell entry (seller dominance). Delta Histogram: Displays whether each candle was driven more by buyers or sellers. Live Labels: Shows real-time delta values above each candle for quick interpretation. 🧠 How does it help your trading? Detects real-time market imbalances (who's in control: buyers or sellers). Improves entry and exit timing, especially on lower timeframes. Helps you confirm other strategies such as supply/demand zones, support/resistance, or candlestick patterns. Provides an institutional-style reading simplified for use within TradingView. ⚙️ Fully Customizable to Your Style Adjust the delta sensitivity to suit any market: Forex, Crypto, Indices, and more. Turn on/off visual signals and histogram as needed. 🔑 Recommended by Kalibea for: ✅ Intraday traders and scalpers ✅ Traders looking to take the next step into institutional-style analysis ✅ Those seeking precise entries without overcomplicating their charts 💬 “Order Flow is the market’s internal voice. This indicator helps you hear it—no expensive footprint software required.” — Kalibea
Penunjuk Pine Script®
oleh kalibea
BTC 1m Chop Top/Bottom Reversal (Stable Entries)Strategy Description: BTC 5m Chop Top/Bottom Reversal (Stable Entries) This strategy is engineered to capture precise reversal points during Bitcoin’s choppy or sideways price action on the 5-minute timeframe. It identifies short-term tops and bottoms using a confluence of volatility bands, momentum indicators, and price structure, optimized for high-probability scalping and intraday reversals. Core Logic: Volatility Filter: Uses an EMA with ATR bands to define overextended price zones. Momentum Divergence: Confirms reversals using RSI and MACD histogram shifts. Price Action Filter: Requires candle confirmation in the direction of the trade. Locked Signal Logic: Prevents repaints and disappearing trades by confirming signals only once per bar. Trade Parameters: Short Entry: Above upper band + overbought RSI + weakening MACD + bearish candle Long Entry: Below lower band + oversold RSI + strengthening MACD + bullish candle Take Profit: ±0.75% Stop Loss: ±0.4% This setup is tuned for traders using tight risk control and leverage, where execution precision and minimal drawdown tolerance are critical.
Strategi Pine Script®
oleh Schedule1Cannabis
1