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Magnificent 7 OscillatorThe Magnificent 7 Oscillator is a sophisticated momentum-based technical indicator designed to analyze the collective performance of the seven largest technology companies in the U.S. stock market (Apple, Microsoft, Alphabet, Amazon, NVIDIA, Tesla, and Meta). This indicator incorporates established momentum factor research and provides three distinct analytical modes: absolute momentum tracking, equal-weighted market comparison, and relative performance analysis. The tool integrates five different oscillator methodologies and includes advanced breadth analysis capabilities. Theoretical Foundation Momentum Factor Research The indicator's foundation rests on seminal momentum research in financial markets. Jegadeesh and Titman (1993) demonstrated that stocks with strong price performance over 3-12 month periods tend to continue outperforming in subsequent periods¹. This momentum effect was later incorporated into formal factor models by Carhart (1997), who extended the Fama-French three-factor model to include a momentum factor (UMD - Up Minus Down)². The momentum calculation methodology follows the academic standard: Momentum(t) = / P(t-n) × 100 Where P(t) is the current price and n is the lookback period. The focus on the "Magnificent 7" stocks reflects the increasing market concentration observed in recent years. Fama and French (2015) noted that a small number of large-cap stocks can drive significant market movements due to their substantial index weights³. The combined market capitalization of these seven companies often exceeds 25% of the total S&P 500, making their collective momentum a critical market indicator. Indicator Architecture Core Components 1. Data Collection and Processing The indicator employs robust data collection with error handling for missing or invalid security data. Each stock's momentum is calculated independently using the specified lookback period (default: 14 periods). 2. Composite Oscillator Calculation Following Fama-French factor construction methodology, the indicator offers two weighting schemes: - Equal Weight: Each active stock receives identical weighting (1/n) - Market Cap Weight: Reserved for future enhancement 3. Oscillator Transformation Functions The indicator provides five distinct oscillator types, each with established technical analysis foundations: a) Momentum Oscillator (Default) - Pure rate-of-change calculation - Centered around zero - Direct implementation of Jegadeesh & Titman methodology b) RSI (Relative Strength Index) - Wilder's (1978) relative strength methodology - Transformed to center around zero for consistency - Scale: -50 to +50 c) Stochastic Oscillator - George Lane's %K methodology - Measures current position within recent range - Transformed to center around zero d) Williams %R - Larry Williams' range-based oscillator - Inverse stochastic calculation - Adjusted for zero-centered display e) CCI (Commodity Channel Index) - Donald Lambert's mean reversion indicator - Measures deviation from moving average - Scaled for optimal visualization Operational Modes Mode 1: Magnificent 7 Analysis Tracks the collective momentum of the seven constituent stocks. This mode is optimal for: - Technology sector analysis - Growth stock momentum assessment - Large-cap performance tracking Mode 2: S&P 500 Equal Weight Comparison Analyzes momentum using an equal-weighted S&P 500 reference (typically RSP ETF). This mode provides: - Broader market momentum context - Size-neutral market analysis - Comparison baseline for relative performance Mode 3: Relative Performance Analysis Calculates the momentum differential between Magnificent 7 and S&P 500 Equal Weight. This mode enables: - Sector rotation analysis - Style factor assessment (Growth vs. Value) - Relative strength identification Formula: Relative Performance = MAG7_Momentum - SP500EW_Momentum Signal Generation and Thresholds Signal Classification The indicator generates three signal states: - Bullish: Oscillator > Upper Threshold (default: +2.0%) - Bearish: Oscillator < Lower Threshold (default: -2.0%) - Neutral: Oscillator between thresholds Relative Performance Signals In relative performance mode, specialized thresholds apply: - Outperformance: Relative momentum > +1.0% - Underperformance: Relative momentum < -1.0% Alert System Comprehensive alert conditions include: - Threshold crossovers (bullish/bearish signals) - Zero-line crosses (momentum direction changes) - Relative performance shifts - Breadth Analysis Component The indicator incorporates market breadth analysis, calculating the percentage of constituent stocks with positive momentum. This feature provides insights into: - Strong Breadth (>60%): Broad-based momentum - Weak Breadth (<40%): Narrow momentum leadership - Mixed Breadth (40-60%): Neutral momentum distribution Visual Design and User Interface Theme-Adaptive Display The indicator automatically adjusts color schemes for dark and light chart themes, ensuring optimal visibility across different user preferences. Professional Data Table A comprehensive data table displays: - Current oscillator value and percentage - Active mode and oscillator type - Signal status and strength - Component breakdowns (in relative performance mode) - Breadth percentage - Active threshold levels Custom Color Options Users can override default colors with custom selections for: - Neutral conditions (default: Material Blue) - Bullish signals (default: Material Green) - Bearish signals (default: Material Red) Practical Applications Portfolio Management - Sector Allocation: Use relative performance mode to time technology sector exposure - Risk Management: Monitor breadth deterioration as early warning signal - Entry/Exit Timing: Utilize threshold crossovers for position sizing decisions Market Analysis - Trend Identification: Zero-line crosses indicate momentum regime changes - Divergence Analysis: Compare MAG7 performance against broader market - Volatility Assessment: Oscillator range and frequency provide volatility insights Strategy Development - Factor Timing: Implement growth factor timing strategies - Momentum Strategies: Develop systematic momentum-based approaches - Risk Parity: Use breadth metrics for risk-adjusted portfolio construction Configuration Guidelines Parameter Selection - Momentum Period (5-100): Shorter periods (5-20) for tactical analysis, longer periods (50-100) for strategic assessment - Smoothing Period (1-50): Higher values reduce noise but increase lag - Thresholds: Adjust based on historical volatility and strategy requirements Timeframe Considerations - Daily Charts: Optimal for swing trading and medium-term analysis - Weekly Charts: Suitable for long-term trend analysis - Intraday Charts: Useful for short-term tactical decisions Limitations and Considerations Market Concentration Risk The indicator's focus on seven stocks creates concentration risk. During periods of significant rotation away from large-cap technology stocks, the indicator may not represent broader market conditions. Momentum Persistence While momentum effects are well-documented, they are not permanent. Jegadeesh and Titman (1993) noted momentum reversal effects over longer time horizons (2-5 years). Correlation Dynamics During market stress, correlations among the constituent stocks may increase, reducing the diversification benefits and potentially amplifying signal intensity. Performance Metrics and Backtesting The indicator includes hidden plots for comprehensive backtesting: - Individual stock momentum values - Composite breadth percentage - S&P 500 Equal Weight momentum - Relative performance calculations These metrics enable quantitative strategy development and historical performance analysis. References ¹Jegadeesh, N., & Titman, S. (1993). Returns to buying winners and selling losers: Implications for stock market efficiency. Journal of Finance, 48(1), 65-91. Carhart, M. M. (1997). On persistence in mutual fund performance. Journal of Finance, 52(1), 57-82. Fama, E. F., & French, K. R. (2015). A five-factor asset pricing model. Journal of Financial Economics, 116(1), 1-22. Wilder, J. W. (1978). New concepts in technical trading systems. Trend Research.
Pine Script®指标
由EdgeTools提供
10
Ichimoku Cloud Breakout Only LongThis is a very simple trading strategy based exclusively on the Ichimoku Cloud. There are no additional indicators or complex rules involved. The key condition is that we only open long positions when the price is clearly above the cloud — indicating a bullish trend. For optimal results, the recommended timeframes are 1D (daily) or 1W (weekly) charts. These higher timeframes help filter out market noise and provide more reliable trend signals. We do not short the market under any circumstances. The focus is purely on riding upward momentum when the price breaks out or stays above the cloud. This strategy works best when applied to growth stocks with strong upward trends and good fundamentals — such as Google (GOOGL), Tesla (TSLA), Apple (AAPL), or NVIDIA (NVDA).
Pine Script®策略
由wilusss提供
Easy MA SignalsEasy MA Signals Overview Easy MA Signals is a versatile Pine Script indicator designed to help traders visualize moving average (MA) trends, generate buy/sell signals based on crossovers or custom price levels, and enhance chart analysis with volume-based candlestick coloring. Built with flexibility in mind, it supports multiple MA types, crossover options, and customizable signal appearances, making it suitable for traders of all levels. Whether you're a day trader, swing trader, or long-term investor, this indicator provides actionable insights while keeping your charts clean and intuitive. Configure the Settings The indicator is divided into three input groups for ease of use: General Settings: Candlestick Color Scheme: Choose from 10 volume-based color schemes (e.g., Sapphire Pulse, Emerald Spark) to highlight high/low volume candles. Select “None” for TradingView’s default colors. Moving Average Length: Set the MA period (default: 20). Adjust for faster (lower values) or slower (higher values) signals. Moving Average Type: Choose between SMA, EMA, or WMA (default: EMA). Show Buy/Sell Signals: Enable/disable signal plotting (default: enabled). Moving Average Crossover: Select a crossover type (e.g., MA vs VWAP, MA vs SMA50) for signals or “None” to disable. Volume Influence: Adjust how volume impacts candlestick colors (default: 1.2). Higher values make thresholds stricter. Signal Appearance Settings: Buy/Sell Signal Shape: Choose shapes like triangles, arrows, or labels for signals. Buy/Sell Signal Position: Place signals above or below bars. Buy/Sell Signal Color: Customize colors for better visibility (default: green for buy, red for sell). Custom Price Alerts: Custom Buy/Sell Alert Price: Set specific price levels for alerts (default: 0, disabled). Enter a non-zero value to enable. Set Up Alerts To receive notifications (e.g., sound, popup, email) when signals or custom price levels are hit: Click the Alert button (alarm clock icon) in TradingView. Select Easy MA Signals as the condition and choose one of the four alert types: MA Crossover Buy Alert: Triggers on MA crossover buy signals. MA Crossover Sell Alert: Triggers on MA crossover sell signals. Custom Buy Alert: Triggers when price crosses above the custom buy price. Custom Sell Alert: Triggers when price crosses below the custom sell price. Enable Play Sound and select a sound (e.g., “Bell”). Set the frequency (e.g., Once Per Bar Close for confirmed signals) and create the alert. Analyze the Chart Moving Average Line: Displays the selected MA with color changes (green for bullish, red for bearish, gray for neutral) based on price position relative to the MA. Buy/Sell Signals: Appear as shapes or labels when crossovers or custom price levels are hit. Candlestick Colors: If a color scheme is selected, candles change color based on volume strength (high, low, or neutral), aiding in trend confirmation. Why Use Easy MA Signals? Easy MA Signals is designed to simplify technical analysis while offering advanced customization. It’s ideal for traders who want: A clear visualization of MA trends and crossovers. Flexible signal generation based on MA crossovers or custom price levels. Volume-enhanced candlestick coloring to identify market strength. Easy-to-use settings with tooltips for beginners and pros alike. This script is particularly valuable because it combines multiple features into one indicator, reducing chart clutter and providing actionable insights without overwhelming the user. Benefits of Easy MA Signals Highly Customizable: Supports SMA, EMA, and WMA with adjustable lengths. Offers multiple crossover options (VWAP, SMA10, SMA20, etc.) for tailored strategies. Custom price alerts allow precise targeting of key levels. Volume-Based Candlestick Coloring: 10 unique color schemes highlight volume strength, helping traders confirm trends. Adjustable volume influence ensures adaptability to different markets. Flexible Signal Visualization: Choose from various signal shapes (triangles, arrows, labels) and positions (above/below bars). Customizable colors improve visibility on any chart background. Alert Integration: Built-in alert conditions for crossovers and custom prices support sound, email, and app notifications. Easy setup for real-time trading decisions. User-Friendly Design: Organized input groups with clear tooltips make configuration intuitive. Suitable for beginners and advanced traders alike. Example Use Cases Swing Trading with MA Crossovers: Scenario: A trader wants to trade Bitcoin (BTC/USD) on a 4-hour chart using an EMA crossover strategy. Setup: Set Moving Average Type to EMA, Length to 20. Set Moving Average Crossover to “MA vs SMA50”. Enable Show Buy/Sell Signals and choose “arrowup” for buy, “arrowdown” for sell. Select “Emerald Spark” for candlestick colors to highlight volume surges. Usage: Buy when the EMA20 crosses above the SMA50 (green arrow appears) and volume is high (dark green candles). Sell when the EMA20 crosses below the SMA50 (red arrow). Set alerts for real-time notifications. Scalping with Custom Price Alerts: Scenario: A day trader monitors Tesla (TSLA) on a 5-minute chart and wants alerts at specific support/resistance levels. Setup: Set Custom Buy Alert Price to 150.00 (support) and Custom Sell Alert Price to 160.00 (resistance). Use “labelup” for buy signals and “labeldown” for sell signals. Keep Moving Average Crossover as “None” to focus on price alerts. Usage: Receive a sound alert and label when TSLA crosses 150.00 (buy) or 160.00 (sell). Use volume-colored candles to confirm momentum before entering trades. When NOT to Use Easy MA Signals High-Frequency Trading: Reason: The indicator relies on moving averages and volume, which may lag in ultra-fast markets (e.g., sub-second trades). High-frequency traders may need specialized tools with real-time tick data. Alternative: Use order book or market depth indicators for faster execution. Low-Volatility or Sideways Markets: Reason: MA crossovers and custom price alerts can generate false signals in choppy, range-bound markets, leading to whipsaws. Alternative: Use oscillators like RSI or Bollinger Bands to trade within ranges. This indicator is tailored more towards less experienced traders. And as always, paper trade until you are comfortable with how this works if you're unfamiliar with trading! We hope you enjoy this and have great success. Thanks for your interested in Easy MA Signals!
Pine Script®指标
由thisgirl提供
Big 7 NASDAQ📊 Big 7 NASDAQ % Change Heatmap with Trend Arrows This indicator displays a real-time performance table for the "Big 7" NASDAQ stocks: Apple (AAPL), Microsoft (MSFT), Amazon (AMZN), Google (GOOGL), Meta (META), Tesla (TSLA), and Nvidia (NVDA). 🔎 Features: Live Daily % Change: Calculates the percentage change between today’s open and the current price. Color Gradient: Background color intensity reflects the strength of the move (from mild to strong bullish/bearish). Trend Arrows: Visual arrows 🔺 (up) and 🔻 (down) represent the direction of movement. Position Mode Selector: "Buy" – highlights with green tones "Sell" – highlights with red tones "Neutral" – uses dynamic coloring based on individual stock moves 📍 Placement: The table is positioned in the top-right corner of the chart for easy reference without cluttering your main view.
Pine Script®指标
由EduWarlock提供
VMA [Extreme Advanced Custom Table for BTCUSD]This indicator implements a Variable Moving Average (VMA) with a 33-period length—selected in homage to the Tesla 369 concept—to dynamically adjust to market conditions. It not only calculates the adaptive VMA but also displays a custom table of key metrics directly on the chart. Here’s how to use it: Apply to Your Chart: Add the indicator to your chart (optimized for BTCUSD, though it can be used on other symbols) and choose your desired source (e.g., close). Customize Your Visuals: Trend & Price Lines: Toggle the trend colors, price line, and bar coloring based on the VMA’s direction. Channels & Slope: Enable the volatility channel and slope line to visualize market volatility and the VMA’s momentum. Pivot Points & Super VMA: Activate pivot high/low markers for potential reversal points and a Super VMA (SMA of VMA) for an extra smoothing layer. Table Customization: Adjust the table’s position, colors, and font sizes as needed for your viewing preference. Monitor Key Metrics: The dynamic table displays essential information: VMA Value & Trend: See the current VMA and whether the trend is Bullish, Bearish, or Neutral. Volatility Index (vI) & Slope: Quickly assess market volatility and the VMA’s slope (both absolute and percentage). Price-VMA Difference & Correlation: Evaluate how far the price is from the VMA and its correlation. Higher Timeframe VMA: Compare the current VMA with its higher timeframe counterpart (set via the “Higher Timeframe” input). Alerts for Key Conditions: Built-in alert conditions notify you when: The trend changes (bullish/bearish). The VMA slope becomes extreme. The price and VMA correlation falls below a defined threshold. The VMA crosses its higher timeframe average. How to Use the Script: Add to Your Chart: Open TradingView and apply the indicator to your BTCUSD (or any other) chart. The indicator will overlay on your chart, plotting the VMA along with optional elements such as the price line, volatility channels, and higher timeframe VMA. Customize Your Settings: Inputs: Choose your data source (e.g., close price). Adjust the VMA length (default is 33) if desired. Visual Options: Toggle trend colors, bar coloring, and additional visuals (price line, volatility channels, slope line, pivot points, and Super VMA) to suit your trading style. Table Customization: Set the table position, colors, border width, and font size to ensure key metrics are easily visible. Higher Timeframe: You can change the higher timeframe input (default is Daily) to better fit your analysis routine. Interpret the Indicator: Trend Analysis: Watch the color-coded VMA line. A rising (orange) VMA suggests bullish momentum, while a falling (red) one indicates bearish conditions. What Sets This Script Apart: Dynamic Adaptation: Unlike a fixed-period moving average, the VMA adjusts its sensitivity in real time by integrating a volatility measure, making it more adaptive to market swings. Multi-Layered Analysis: With integrated volatility channels, pivot points, slope analysis, and a higher timeframe VMA, this tool gives you a fuller picture of market dynamics. Immediate Data at a Glance: The real-time table consolidates multiple key metrics into one view, saving time and reducing the need for additional indicators. Custom Alerts: Pre-built alert conditions allow for timely notifications, ensuring you don’t miss critical market changes.
Pine Script®指标
由UnknownUnicorn18653794提供
2
BTC vs Mag7 Combined IndexThis Mag7 Combined Index script is a custom TradingView indicator that calculates and visualizes the collective performance of the Magnificent 7 (Mag7) stocks—Apple, Microsoft, Alphabet, Amazon, NVIDIA, Tesla, and Meta (red line) compared to Bitcoin (blue line). It normalizes the daily closing prices of each stock to their initial value on the chart, scales them into percentages, and then computes their simple average to form a combined index. The result is plotted as a single red line, offering a clear view of the aggregated performance of these influential stocks over time compared to Bitcoin. This indicator is ideal for analyzing the overall market impact of Bitcoin compared to the Mag7 stocks.
Pine Script®指标
由DestelloMan提供
MAG 7 - Weighted Multi-Symbol Momentum + ExtrasOverview This indicator aggregates the percentage change of multiple symbols into a single “weighted momentum” value. You can set individual weights to emphasize or de-emphasize particular stocks. The script plots two key items: The default tickers in the script are: AAPL (Apple) AMZN (Amazon) NVDA (NVIDIA) MSFT (Microsoft) GOOGL (Alphabet/Google) TSLA (Tesla) META (Meta Platforms/Facebook) Raw Weighted Momentum (Histogram): Each bar represents the combined (weighted) percentage change across your chosen symbols for that bar. Bars are colored green if the momentum is above zero, or red if below zero. Smoothed Momentum (Yellow Line): An Exponential Moving Average (EMA) of the raw momentum for a smoother trend view. Helps visualize when short-term momentum is accelerating or decelerating relative to its average. Features Symbol Inputs: Up to seven user-defined tickers, with weights for each symbol. Smoothing Period: Set a custom lookback length to calculate the EMA (or switch to SMA in the code if you prefer). Table Display: A built-in table in the top-right corner lists each symbol’s real-time percentage change, plus the total weighted momentum. Alerts: Configure alerts for when the weighted momentum crosses above or below user-defined thresholds. Helps you catch major shifts in sentiment across multiple symbols. How To Use Select Symbols & Weights: In the indicator’s settings, specify the tickers you want to monitor and their corresponding weights. Weights default to 1 (equal weighting). Watch the Bars vs. Zero: Bars above zero mean a positive weighted momentum (the basket is collectively moving up). Bars below zero mean negative weighted momentum (the basket is collectively under pressure). Check the Yellow Line: The EMA of momentum. If the bars consistently stay above the line, short-term momentum is stronger than its recent average. If the bars dip below the line, momentum is weakening relative to its average. Review the Table: Quick snapshot of each symbol’s daily percentage change plus the total basket momentum, all color-coded red or green. Caution & Tips This indicator measures rate of change, not absolute price levels. A rising momentum can still be part of a larger downtrend. Always combine momentum readings with other technical and/or fundamental signals for confirmation. For better reliability, experiment with different smoothing lengths to suit your trading style (shorter for scalping, longer for swing or positional approaches).
Pine Script®指标
由BIGonTRADING提供
Enhanced Trading Alerts# Enhanced Multi-Symbol EMA Trading System with Smart Alerts ## 📊 Overview A powerful multi-symbol trading system that monitors up to 6 symbols simultaneously for high-probability trading setups using advanced EMA crossover strategies, enhanced with volume confirmation and RSI filters. Perfect for swing traders and position traders focusing on quality tech stocks. ## 🎯 Key Features - **Multi-Symbol Monitoring**: Simultaneously tracks 6 different symbols - **Advanced EMA Strategy**: Uses dual EMA system (320 & 820 periods) for trend confirmation - **Volume Validation**: Confirms signals with volume surge analysis - **RSI Filter**: Adds momentum confirmation to avoid false signals - **Smart Risk Management**: Automatic stop-loss and take-profit calculations - **Detailed Alerts**: Comprehensive alert messages with key price levels ## 📈 Trading Signals ### Buy Signals Generated When: - Price crosses above the slow EMA (820) - Fast EMA (320) confirms the trend - RSI is in optimal range (not overbought) - Volume surge confirms the movement - Risk levels automatically calculated ### Sell Signals Generated When: - Price crosses below the slow EMA (820) - Fast EMA (320) confirms the downtrend - RSI confirms momentum shift - Volume surge validates the movement ## ⚙️ Customizable Parameters - **EMA Lengths**: Adjust fast and slow EMA periods - **Volume Threshold**: Set minimum volume surge multiplier - **RSI Settings**: Customize overbought/oversold levels - **Risk Management**: Adjustable stop-loss and take-profit percentages - **Symbol Selection**: Choose any 6 symbols to monitor ## 🎨 Visual Elements - Blue line: Fast EMA (320) - Red line: Slow EMA (820) - Purple line: RSI indicator - Clear visual representation of trend changes ## 📱 Smart Alerts Detailed alert messages include: - Symbol name and signal type - Current price level - RSI value - Stop-loss price - Take-profit target - Volume surge multiplier ## 💡 Best Practices 1. **Timeframe Selection**: - Best suited for 1H, 4H, or Daily timeframes - Can be adapted for swing or position trading 2. **Risk Management**: - Use suggested stop-loss levels - Follow take-profit targets - Consider volume confirmation strength 3. **Multiple Chart Setup**: - Create multiple instances for more symbols - Group correlated assets together - Use different alert sounds for different setups ## 🎓 Usage Tips - Monitor strongest tech stocks for best results - Combine with market sentiment analysis - Use volume surge as quality filter - Wait for all conditions to align before trading - Consider overall market conditions ## ⚠️ Risk Warning This indicator is for informational purposes only. Always conduct your own analysis and consider your risk tolerance before trading. Past performance does not guarantee future results. ## 📌 Version History - v1.0: Initial release with multi-symbol support - v1.1: Added volume surge confirmation - v1.2: Enhanced alert system with risk levels - v1.3: Added RSI filter and improved signal quality ## 🔄 Regular Updates Subscribe to this script for regular updates and improvements. Feel free to suggest features in the comments section. ## 📗 Default Symbols - TSLA (Tesla) - NVDA (NVIDIA) - AVGO (Broadcom) - TSM (Taiwan Semiconductor) - META (Meta Platforms) - AMZN (Amazon) You can customize these symbols to match your trading preferences. Good luck trading! 🍀
Pine Script®指标
由girishptryambakee提供
Pulse DPO: Major Cycle Tops and Bottoms█  OVERVIEW Pulse DPO is an oscillator designed to highlight Major Cycle Tops and Bottoms . It works on any market driven by cycles. It operates by removing the short-term noise from the price action and focuses on the market's cyclical nature. This indicator uses a Normalized version of the Detrended Price Oscillator (DPO) on a 0-100 scale, making it easier to identify major tops and bottoms. Credit: The DPO was first developed by William Blau in 1991. █  HOW TO READ IT Pulse DPO oscillates in the range between 0 and 100. A value in the upper section signals an OverBought (OB) condition, while a value in the lower section signals an OverSold (OS) condition. Generally, the triggering of OB and OS conditions don't necessarily translate into swing tops and bottoms, but rather suggest caution on approaching a market that might be overextended. Nevertheless, this indicator has been customized to trigger the signal only during remarkable top and bottom events. I suggest using it on the Daily Time Frame , but you're free to experiment with this indicator on other time frames. The indicator has Built-in Alerts to signal the crossing of the Thresholds. Please don't act on an isolated signal, but rather integrate it to work in conjunction with the indicators present in your Trading Plan. █  OB SIGNAL ON: ENTERING OVERBOUGHT CONDITION When Pulse DPO crosses Above the Top Threshold it Triggers ON the OB signal. At this point the oscillator line shifts to OB color. When Pulse DPO enters the OB Zone, please beware! In this Area the Major Players usually become Active Sellers to the Public. While the OB signal is On, it might be wise to Consider Selling a portion or the whole Long Position. Please note that even though this indicator aims to focus on major tops and bottoms, a strong trending market might trigger the OB signal and stay with it for a long time. That's especially true on young markets and on bubble-mode markets. █  OB SIGNAL OFF: EXITING OVERBOUGHT CONDITION When Pulse DPO crosses Below the Top Threshold it Triggers OFF the OB signal. At this point the oscillator line shifts to its normal color. When Pulse DPO exits the OB Zone, please beware because a Major Top might just have occurred. In this Area the Major Players usually become Aggressive Sellers. They might wind up any remaining Long Positions and Open new Short Positions. This might be a good area to Open Shorts or to Close/Reverse any remaining Long Position. Whatever you choose to do, it's usually best to act quickly because the market is prone to enter into panic mode. █  OS SIGNAL ON: ENTERING OVERSOLD CONDITION When Pulse DPO crosses Below the Bottom Threshold it Triggers ON the OS signal. At this point the oscillator line shifts to OS color. When Pulse DPO enters the OS Zone, please beware because in this Area the Major Players usually become Active Buyers accumulating Long Positions from the desperate Public. While the OS signal is On, it might be wise to Consider becoming a Buyer or to implement a Dollar-Cost Averaging (DCA) Strategy to build a Long Position towards the next Cycle. In contrast to the tops, the OS state usually takes longer to resolve a major bottom. █  OS SIGNAL OFF: EXITING OVERSOLD CONDITION When Pulse DPO crosses Above the Bottom Threshold it Triggers OFF the OS signal. At this point the oscillator line shifts to its normal color. When Pulse DPO exits the OS Zone, please beware because a Major Bottom might already be in place. In this Area the Major Players become Aggresive Buyers. They might wind up any remaining Short Positions and Open new Long Positions. This might be a good area to Open Longs or to Close/Reverse any remaining Short Positions. █  WHY WOULD YOU BE INTERESTED IN THIS INDICATOR? This indicator is built over a solid foundation capable of signaling Major Cycle Tops and Bottoms across many markets. Let's see some examples: Early Bitcoin Years: From 0 to 1242 This chart is in logarithmic mode in order to properly display various exponential cycles. Pulse DPO is properly signaling the major early highs from 9-Jun-2011 at 31.50, to the next one on 9-Apr-2013 at 240 and the epic top from 29-Nov-2013 at 1242. Due to the massive price movements, the OB condition stays pinned during most of the exponential price action. But as you can see, the OB condition quickly vanishes once the Cycle Top has been reached. As the market matures, the OB condition becomes more exceptional and triggers much closer from the Cycle Top. With regards to Cycle Bottoms, the early bottom of 2 after having peaked at 31.50 doesn’t get captured by the indicator. That is the only cycle bottom that escapes the Pulse DPO when the bottom threshold is set at a value of 5. In that event, the oscillator low reached 6.95. Bitcoin Adoption Spreading: From 257 to 73k This chart is in logarithmic mode in order to properly display various exponential cycles. Pulse DPO is properly signaling all the major highs from 17-Dec-2017 at 19k, to the next one on 14-Apr-2021 at 64k and the most recent top from 9-Nov-2021 at 68k. During the massive run of 2017, the OB condition still stayed triggered for a few weeks on each swing top. But on the next cycles it started to signal only for a few days before each swing top actually happened. The OB condition during the last cycle top triggered only for 3 days. Therefore the signal grows in focus as the market matures. At the time of publishing this indicator, Bitcoin printed a new All Time High (ATH) on 13-Mar-2024 at 73k. That run didn’t trigger the OB condition. Therefore, if the indicator is correct the Bitcoin market still has some way to grow during the next months. With regards to Cycle Bottoms, the bottom of 3k after having peaked at19k got captured within the wide OS zone. The bottom of 15k after having peaked at 68k got captured too within the OS accumulation area. Gold Pulse DPO behaves surprisingly well on a long standing market such as Gold. Moving back to the 197x years it’s been signaling most Cycle Tops and Bottoms with precision. During the last cycle, it shows topping at 2k and bottoming at 1.6k. The current price action is signaling OB condition in the range of 2.5k to 2.7k. Looking at past cycles, it tends to trigger on and off at multiple swing tops until reaching the final cycle top. Therefore this might indicate the first wave within a potential gold run. Oil On the Oil market, we can see that most of the cycle tops and bottoms since the 80s got signaled. The only exception being the low from 2020 which didn’t trigger. EURUSD On Forex markets the Pulse DPO also behaves as expected. Looking back at EURUSD we can see the marketing triggering OB and OS conditions during major cycle tops and bottoms from recent times until the 80s. S&P 500 On the S&P 500 the Pulse DPO catched the lows from 2016 and 2020. Looking at present price action, the recent ATH didn’t trigger the OB condition. Therefore, the indicator is allowing room for another leg up during the next months. Amazon On the Amazon chart the Pulse DPO is mirroring pretty accurately the major swings. Scrolling back to the early 2000s, this chart resembles early exponential swings in the crypto space. Tesla Moving onto a younger tech stock, Pulse DPO captures pretty accurately the major tops and bottoms. The chart is shown in logarithmic scale to better display the magnitude of the moves. █  SETTINGS This indicator is ideal for identifying major market turning points while filtering out short-term noise. You are free to adjust the parameters to align with your preferred trading style. Parameters : This section allows you to customize any of the Parameters that shape the Oscillator. Oscillator Length: Defines the period for calculating the Oscillator. Offset: Shifts the oscillator calculation by a certain number of periods, which is typically half the Oscillator Length. Lookback Period: Specifies how many bars to look back to find tops and bottoms for normalization. Smoothing Length: Determines the length of the moving average used to smooth the oscillator. Thresholds : This section allows you to customize the Thresholds that trigger the OB and OS conditions. Top: Defines the value of the Top Threshold. Bottom: Defines the value of the Bottom Threshold.
Pine Script®指标
由gliderfund提供
5
S&P 2024: Magnificent 7 vs. the rest of S&PThis chart is designed to calculate and display the percentage change of the Magnificent 7 (M7) stocks and the S&P 500 excluding the M7 (Ex-M7) from the beginning of 2024 to the most recent data point. The Magnificent 7 consists of seven major technology stocks: Apple (AAPL), Microsoft (MSFT), Amazon (AMZN), Alphabet (GOOGL), Meta (META), Nvidia (NVDA), and Tesla (TSLA). These stocks are a significant part of the S&P 500 and can have a substantial impact on its overall performance. Key Components and Functionality: 1. Start of 2024 Baseline: - The script identifies the closing prices of the S&P 500 and each of the Magnificent 7 stocks on the first trading day of 2024. These values serve as the baseline for calculating percentage changes. 2. Current Value Calculation: - It then fetches the most recent closing prices of these stocks and the S&P 500 index to calculate their current values. 3. Percentage Change Calculation: - The script calculates the percentage change for the M7 by comparing the sum of the current prices of the M7 stocks to their combined value at the start of 2024. - Similarly, it calculates the percentage change for the Ex-M7 by comparing the current value of the S&P 500 excluding the M7 to its value at the start of 2024. 4. Plotting: - The calculated percentage changes are plotted on the chart, with the M7’s percentage change shown in red and the Ex-M7’s percentage change shown in blue. Use Case: This indicator is particularly useful for investors and analysts who want to understand how much the performance of the S&P 500 in 2024 is driven by the Magnificent 7 stocks compared to the rest of the index. By showing the percentage change from the start of the year, it provides clear insights into the relative growth or decline of these two segments of the market over the course of the year. Visualization: - Red Line (M7 % Change): Displays the percentage change of the combined value of the Magnificent 7 stocks since the start of 2024. - Blue Line (Ex-M7 % Change): Displays the percentage change of the S&P 500 excluding the Magnificent 7 since the start of 2024. This script enables a straightforward comparison of the performance of the M7 and Ex-M7, highlighting which segment is contributing more to the overall movement of the S&P 500 in 2024.
Pine Script®指标
由omnibus提供
Earnings Line+Growth stock investors are concerned with Earnings per share that is growing, Sales (Revenue) that is growing and Increasing gross margins. This indicator helps view each of these parameters. On the chart is Tesla (TSLA) gross margin (blue line) on a 12 trailing months basis (TTM). As you can see, TSLA's margins appear to be eroding. The user selects one of the following parameters to display from the input drop down menu: "EARNINGS_PER_SHARE_BASIC", "TOTAL_REVENUE", or "GROSS_MARGIN". The value axis for your selection will appear on the left side of the chart. The user also selects one of the following periods: "FY", "FQ" or "TTM" (Fiscal year, fiscal quarter or 12-trailing months). You have an option to display the inputs by checking the box. This is useful as a reminder but can be removed if the label is in the way. The chart will render on any chart time scale, however longer time scales will probably be of more value. Weekly charts work well. It is not possible to display more than one line simultaneously because of axis incompatibilities. However, it is possible to load this indicator multiple times and select different items in each. In this case additional left-side scales will be shown as well as additional lines. Common pairings are Revenue (Sales) and Earnings, or, Revenue and Gross Margin. @ jmikes
Pine Script®指标
由jmikes提供
3
Clustered Asset Moving Average @shrilssThe Clustered Asset Moving Average script is designed to provide traders with a unique perspective on a cluster of multiple assets. By combining the closing prices and volumes of 12 specified assets, this indicator calculates a Clustered Moving Average to reveal potential trends and market sentiment within this asset cluster. Key Features: - Asset Cluster Analysis: The script considers 12 assets, including well-known names such as Google (GOOG), Microsoft (MSFT), Apple (AAPL), Tesla (TSLA), and others. It calculates the price and volume of each asset to form a comprehensive view of the asset cluster. - Clustered Moving Average Calculation: The Asset Price and Volume are combined to calculate the Clustered Moving Average This moving average reflects the relationship between the aggregated price and volume of the specified assets. - Multiple Exponential Moving Averages (EMA): The script includes three EMAs (10, 25, and 100) applied to the Clustered Moving Average, providing different time perspectives. Users can customize the visibility of each EMA based on their trading preferences. - Visual Representation: The indicator offers a visual representation of the Clustered Moving Average, allowing traders to quickly identify trends and potential reversal points. Different EMAs are color-coded, enhancing visual clarity.
Pine Script®指标
由shrilss提供
DrNon_NASDAQ10Title: NASDAQ 10 Index with TOP 10 Securities Introduction: TradingView offers traders and investors a powerful platform for technical analysis and trading. One of its notable features is the ability to create custom indices based on the values of multiple individual securities. In this blog post, we will explore how to build a custom index with 10 securities in TradingView using Pine Script, the platform's proprietary programming language. Description: Custom indices allow market participants to track the performance of a specific group of securities, providing valuable insights into the collective performance of the chosen assets. By leveraging Pine Script, traders can easily develop and deploy custom indicators and strategies to build their own indices. The script provided focuses on creating a custom index with 10 securities. The selected securities include popular stocks such as AAPL (Apple Inc.), MSFT (Microsoft Corporation), GOOG (Alphabet Inc.), AMZN (Amazon.com Inc.), NVDA (NVIDIA Corporation), TSLA (Tesla Inc.), META (Facebook, Inc.), AVGO (Broadcom Inc.), PEP (PepsiCo, Inc.), and COST (Costco Wholesale Corporation). Using the security() function in Pine Script, we retrieve the closing prices of each individual security to ensure accurate data for the index calculation. The index value is then calculated by summing the closing prices of the 10 securities. This simple arithmetic operation captures the overall performance of the custom index. To visualize the index, we use the plot() function to display the index value on the chart. Traders can observe the custom index alongside other technical indicators or price action, aiding in decision-making and market analysis. By building a custom index with 10 securities in TradingView, traders gain a consolidated view of the performance of these chosen assets. This allows for easier tracking of sector trends, evaluation of specific strategies, and the ability to compare the performance of individual portfolios against the broader market. Conclusion: TradingView's Pine Script provides traders and investors with a flexible solution to build custom indices. By defining the 10 individual securities, calculating the index value, and plotting it on the chart, traders can monitor the collective performance of these chosen assets. Custom indices offer insights into sector performance, enable the evaluation of specific strategies, and provide a benchmark for comparing portfolio performance. By harnessing the power of custom indices in TradingView, traders can enhance their decision-making process and gain a competitive edge in the market.
Pine Script®指标
由DrNon提供
twisted SMA strategy [4h] Hello I would like to introduce a very simple strategy that uses a combination of 3 simple moving averages ( SMA 4 , SMA 9 , SMA 18 ) this is a classic combination showing the most probable trend directions Crosses were marked on the basis of the color of the candles (bulish cross - blue / bearish cross - maroon) ma 100 was used to determine the main trend, which is one of the most popular 4-hour candles We define main trend while price crosses SMA100 ( for bullish trend I use green candle color ) The long position strategy was created in combination of 3 moving averages with Kaufman's adaptive moving average by alexgrover The strategy is very accurate and is easy to use indicators the strategy uses only Buy (Long) signals in a combination of crossovers of the SMA 4, SMA 9, SMA 18 and the Kaufman Adaptive Moving Average. As a signal to close a long position, only the opposite signal of the intersection of 3 different moving averages is used the current strategy is recommended for higher time zones (4h +) due to the strength of the closing candles, which translates into signal strength works fascinatingly well for long-term bullish market assets (for example 4h Apple, Tesla charts) Enjoy and trade safe ;)
Pine Script®策略
由wielkieef提供
Parallel Projections [theEccentricTrader]█   OVERVIEW This indicator automatically projects parallel trendlines or channels, from a single point of origin. In the example above I have applied the indicator twice to the 1D SPXUSD. The five upper lines (green) are projected at an angle of -5 from the 1-month swing high anchor point with a projection ratio of -72. And the seven lower lines (blue) are projected at an angle of 10 with a projection ratio of 36 from the 1-week swing low anchor point. █   CONCEPTS Green and Red Candles • A green candle is one that closes with a high price equal to or above the price it opened. • A red candle is one that closes with a low price that is lower than the price it opened. Swing Highs and Swing Lows • A swing high is a green candle or series of consecutive green candles followed by a single red candle to complete the swing and form the peak. • A swing low is a red candle or series of consecutive red candles followed by a single green candle to complete the swing and form the trough. Peak and Trough Prices (Basic) • The peak price of a complete swing high is the high price of either the red candle that completes the swing high or the high price of the preceding green candle, depending on which is higher. • The trough price of a complete swing low is the low price of either the green candle that completes the swing low or the low price of the preceding red candle, depending on which is lower. Historic Peaks and Troughs The current, or most recent, peak and trough occurrences are referred to as occurrence zero. Previous peak and trough occurrences are referred to as historic and ordered numerically from right to left, with the most recent historic peak and trough occurrences being occurrence one. Support and Resistance • Support refers to a price level where the demand for an asset is strong enough to prevent the price from falling further. • Resistance refers to a price level where the supply of an asset is strong enough to prevent the price from rising further. Support and resistance levels are important because they can help traders identify where the price of an asset might pause or reverse its direction, offering potential entry and exit points. For example, a trader might look to buy an asset when it approaches a support level , with the expectation that the price will bounce back up. Alternatively, a trader might look to sell an asset when it approaches a resistance level , with the expectation that the price will drop back down. It's important to note that support and resistance levels are not always relevant, and the price of an asset can also break through these levels and continue moving in the same direction. Trendlines Trendlines are straight lines that are drawn between two or more points on a price chart. These lines are used as dynamic support and resistance levels for making strategic decisions and predictions about future price movements. For example traders will look for price movements along, and reactions to, trendlines in the form of rejections or breakouts/downs. █   FEATURES Inputs • Anchor Point Type • Swing High/Low Occurrence • HTF Resolution • Highest High/Lowest Low Lookback • Angle Degree • Projection Ratio • Number Lines • Line Color Anchor Point Types • Swing High • Swing Low • Swing High (HTF) • Swing Low (HTF) • Highest High • Lowest Low • Intraday Highest High (intraday charts only) • Intraday Lowest Low (intraday charts only) Swing High/Swing Low Occurrence This input is used to determine which historic peak or trough to reference for swing high or swing low anchor point types. HTF Resolution This input is used to determine which higher timeframe to reference for swing high (HTF) or swing low (HTF) anchor point types. Highest High/Lowest Low Lookback This input is used to determine the lookback length for highest high or lowest low anchor point types. Intraday Highest High/Lowest Low Lookback When using intraday highest high or lowest low anchor point types, the lookback length is calculated automatically based on number of bars since the daily candle opened. Angle Degree This input is used to determine the angle of the trendlines. The output is expressed in terms of point or pips, depending on the symbol type, which is then passed through the built in math.todegrees() function. Positive numbers will project the lines upwards while negative numbers will project the lines downwards. Depending on the market and timeframe, the impact input values will have on the visible gaps between the lines will vary greatly. For example, an input of 10 will have a far greater impact on the gaps between the lines when viewed from the 1-minute timeframe than it would on the 1-day timeframe. The input is a float and as such the value passed through can go into as many decimal places as the user requires. It is also worth mentioning that as more lines are added the gaps between the lines, that are closest to the anchor point, will get tighter as they make their way up the y-axis. Although the gaps between the lines will stay constant at the x2 plot, i.e. a distance of 10 points between them, they will gradually get tighter and tighter at the point of origin as the slope of the lines get steeper. Projection Ratio This input is used to determine the distance between the parallels, expressed in terms of point or pips. Positive numbers will project the lines upwards while negative numbers will project the lines downwards. Depending on the market and timeframe, the impact input values will have on the visible gaps between the lines will vary greatly. For example, an input of 10 will have a far greater impact on the gaps between the lines when viewed from the 1-minute timeframe than it would on the 1-day timeframe. The input is a float and as such the value passed through can go into as many decimal places as the user requires. Number Lines This input is used to determine the number of lines to be drawn on the chart, maximum is 500. █   LIMITATIONS All green and red candle calculations are based on differences between open and close prices, as such I have made no attempt to account for green candles that gap lower and close below the close price of the preceding candle, or red candles that gap higher and close above the close price of the preceding candle. This may cause some unexpected behaviour on some markets and timeframes. I can only recommend using 24-hour markets, if and where possible, as there are far fewer gaps and, generally, more data to work with. If the lines do not draw or you see a study error saying that the script references too many candles in history, this is most likely because the higher timeframe anchor point is not present on the current timeframe. This problem usually occurs when referencing a higher timeframe, such as the 1-month, from a much lower timeframe, such as the 1-minute. How far you can lookback for higher timeframe anchor points on the current timeframe will also be limited by your Trading View subscription plan. Premium users get 20,000 candles worth of data, pro+ and pro users get 10,000, and basic users get 5,000. █   RAMBLINGS It is my current thesis that the indicator will work best when used in conjunction with my Wavemeter indicator, which can be used to set the angle and projection ratio. For example, the average wave height or amplitude could be used as the value for the angle and projection ratio inputs. Or some factor or multiple of such an average. I think this makes sense as it allows for objectivity when applying the indicator across different markets and timeframes with different energies and vibrations. “If you want to find the secrets of the universe, think in terms of energy, frequency and vibration.” ― Nikola Tesla
Pine Script®指标
由theEccentricTrader提供
8
Fan Projections [theEccentricTrader]█   OVERVIEW This indicator automatically projects trendlines in the shape of a fan, from a single point of origin. In the example above I have applied the indicator twice to the 1D SPXUSD. The seven upper lines (green) are projected at an angle of -5 from the 1-month swing high anchor point. And the five lower lines (blue) are projected at an angle of 10 from the 1-week swing low anchor point. █   CONCEPTS Green and Red Candles • A green candle is one that closes with a high price equal to or above the price it opened. • A red candle is one that closes with a low price that is lower than the price it opened. Swing Highs and Swing Lows • A swing high is a green candle or series of consecutive green candles followed by a single red candle to complete the swing and form the peak. • A swing low is a red candle or series of consecutive red candles followed by a single green candle to complete the swing and form the trough. Peak and Trough Prices (Basic) • The peak price of a complete swing high is the high price of either the red candle that completes the swing high or the high price of the preceding green candle, depending on which is higher. • The trough price of a complete swing low is the low price of either the green candle that completes the swing low or the low price of the preceding red candle, depending on which is lower. Historic Peaks and Troughs The current, or most recent, peak and trough occurrences are referred to as occurrence zero. Previous peak and trough occurrences are referred to as historic and ordered numerically from right to left, with the most recent historic peak and trough occurrences being occurrence one. Support and Resistance • Support refers to a price level where the demand for an asset is strong enough to prevent the price from falling further. • Resistance refers to a price level where the supply of an asset is strong enough to prevent the price from rising further. Support and resistance levels are important because they can help traders identify where the price of an asset might pause or reverse its direction, offering potential entry and exit points. For example, a trader might look to buy an asset when it approaches a support level , with the expectation that the price will bounce back up. Alternatively, a trader might look to sell an asset when it approaches a resistance level , with the expectation that the price will drop back down. It's important to note that support and resistance levels are not always relevant, and the price of an asset can also break through these levels and continue moving in the same direction. Trendlines Trendlines are straight lines that are drawn between two or more points on a price chart. These lines are used as dynamic support and resistance levels for making strategic decisions and predictions about future price movements. For example traders will look for price movements along, and reactions to, trendlines in the form of rejections or breakouts/downs. █   FEATURES Inputs • Anchor Point Type • Swing High/Low Occurrence • HTF Resolution • Highest High/Lowest Low Lookback • Angle Degree • Number Lines • Line Color Anchor Point Types • Swing High • Swing Low • Swing High (HTF) • Swing Low (HTF) • Highest High • Lowest Low • Intraday Highest High (intraday charts only) • Intraday Lowest Low (intraday charts only) Swing High/Swing Low Occurrence This input is used to determine which historic peak or trough to reference for swing high or swing low anchor point types. HTF Resolution This input is used to determine which higher timeframe to reference for swing high (HTF) or swing low (HTF) anchor point types. Highest High/Lowest Low Lookback This input is used to determine the lookback length for highest high or lowest low anchor point types. Intraday Highest High/Lowest Low Lookback When using intraday highest high or lowest low anchor point types, the lookback length is calculated automatically based on number of bars since the daily candle opened. Angle Degree This input is used to determine the angle of the trendlines. The output is expressed in terms of point or pips, depending on the symbol type, which is then passed through the built in math.todegrees() function. Positive numbers will project the lines upwards while negative numbers will project the lines downwards. Depending on the market and timeframe, the impact input values will have on the visible gaps between the lines will vary greatly. For example, an input of 10 will have a far greater impact on the gaps between the lines when viewed from the 1-minute timeframe than it would on the 1-day timeframe. The input is a float and as such the value passed through can go into as many decimal places as the user requires. It is also worth mentioning that as more lines are added the gaps between the lines, that are closest to the anchor point, will get tighter as they make their way up the y-axis. Although the gaps between the lines will stay constant at the x2 plot, i.e. a distance of 10 points between them, they will gradually get tighter and tighter at the point of origin as the slope of the lines get steeper. Number Lines This input is used to determine the number of lines to be drawn on the chart, maximum is 500. █   LIMITATIONS All green and red candle calculations are based on differences between open and close prices, as such I have made no attempt to account for green candles that gap lower and close below the close price of the preceding candle, or red candles that gap higher and close above the close price of the preceding candle. This may cause some unexpected behaviour on some markets and timeframes. I can only recommend using 24-hour markets, if and where possible, as there are far fewer gaps and, generally, more data to work with. If the lines do not draw or you see a study error saying that the script references too many candles in history, this is most likely because the higher timeframe anchor point is not present on the current timeframe. This problem usually occurs when referencing a higher timeframe, such as the 1-month, from a much lower timeframe, such as the 1-minute. How far you can lookback for higher timeframe anchor points on the current timeframe will also be limited by your Trading View subscription plan. Premium users get 20,000 candles worth of data, pro+ and pro users get 10,000, and basic users get 5,000. █   RAMBLINGS It is my current thesis that the indicator will work best when used in conjunction with my Wavemeter indicator, which can be used to set the angle. For example, the average wave height or amplitude could be used as the value for the angle input. Or some factor or multiple of such an average. I think this makes sense as it allows for objectivity when applying the indicator across different markets and timeframes with different energies and vibrations. “If you want to find the secrets of the universe, think in terms of energy, frequency and vibration.” ― Nikola Tesla
Pine Script®指标
由theEccentricTrader提供
Time of Day - Volatility Report█ OVERVIEW The indicator analyses the⁣  ⁣volatility⁣  ⁣and reports statistics by the time of day. █ CONCEPTS Around the world and at various times, different market participants get involved in the markets. How does this affect the market? Knowing this gets you better prepared and improves your trading. Here are some ideas to explore: When is the market busy and quiet? What time is it the most volatile? Which pairs in your watchlist are moving while you are actively trading? Should you adjust your trading time? Should you change your trading pairs? When does your strategy perform the best? What entry times do your winners have in common? What about the exit times of your losers? Is it worth keeping your trade open overnight? Bitcoin (UTC+0) Gold (UTC+0) Tesla, ⁣Inc.⁣ (UTC+0) █ FEATURES Selectable time zones Display the statistics in your geographical time zone (or other market participants), the exchange time zone, or UTC+0. Configurable outputs Output the report statistics as mean or median. █ HOW TO USE Plot the indicator and visit the 1H timeframe. █ NOTES Gaps The indicator includes the⁣ ⁣volatility⁣⁣ ⁣ from gaps. Calculation The statistics are not reported from absolute prices (does not favor trending markets) nor percentage prices (does not depict the different periods of ⁣ ⁣volatility⁣⁣ ⁣that markets can go through). Instead, the script uses the prices relative to the average range of previous days (daily ATR). Extended trading session The script analyses extended hours when activated on the chart. Daylight Saving Time (⁣DST⁣) The exchange time or geographical time zone selected may observe Daylight Saving Time. For example, NASDAQ:TSLA always opens at 9:30 AM New York time but may see different opening times in another part of the globe (New York time corresponds to UTC-4 and UTC-5 during the year).
Pine Script®指标
由sbtnc提供
2
Reinforced RSI - The Quant Science This strategy was designed and written with the goal of showing and motivating the community how to integrate our 'Probabilities' module with their own script. We have recreated one of the simplest strategies used by many traders. The strategy only trades long and uses the overbought and oversold levels on the RSI indicator. We added stop losses and take profits to offer more dynamism to the strategy. Then the 'Probabilities' module was integrated to create a probabilistic reinforcement on each trade. Specifically, each trade is executed, only if the past probabilities of making a profitable trade is greater than or equal to 51%. This greatly increased the performance of the strategy by avoiding possible bad trades. The backtesting was calculated on the NASDAQ:TSLA , on 15 minutes timeframe. The strategy works on Tesla using the following parameters: 1. Lenght: 13 2. Oversold: 40 3. Overbought: 70 4. Lookback: 50 5. Take profit: 3% 6. Stop loss: 3% Time period: January 2021 to date. Our Probabilities Module, used in the strategy example:
Pine Script®策略
由thequantscience提供
[blackcat] L3 Candle Skew 3821 TraderLevel 3 Background By modeling skew to produce long and short entry points. Function The concept of skew comes from physics and statistics, and is used in market technical analysis to reflect the expectation of future stock price distribution. Because the return distribution of stocks in the trend market has skew (Skew), it is reasonable to judge the trend continuity according to the historical and current skew. It is precisely because the stock price rises that there is a skew. The greater the strength of the rise, the greater the angle of inclination and the greater the skew. The degree of this upward or downward slope in the statistical distribution of stock prices is defined as skew. Through the size of skew, we can know the direction, inertia and extent of the stock's rise or fall, and find stocks with a high probability of quick profit. The technical indicator introduced today is a simplified but effective stock price skew model used to generate buying and selling points. The principle of this technical indicator is based on the success rate test results of different moving averages corresponding to different skews as follows: 10 trading cycles profit 5% success rate (%) 5 period moving average 10 period moving average 20 period moving average 30 period moving average 60 period moving average skew>=0 51.36 52.26 52.65 52.55 52.08 skew>=0.5 55.44 58.06 60.56 62.37 65.66 skew>=1 59.72 63.06 67.07 69.78 70.62 skew>=1.5 63.01 67.08 71.61 72.9 70.61 skew>=2 65.53 70.22 74.18 73.76 70.12 skew>=2.5 67.89 72.93 75.32 73.66 68.92 skew>=3 70.07 75.32 75.69 72.54 67.45 skew>=3.5 71.85 77.05 75.32 73.63 63.82 skew>=4 73.6 78.06 74.19 68.96 59.91 skew>=4.5 76.04 78.56 72.85 69.55 49.24 skew>=5 77.44 78.88 71.58 67.28 51.69 skew>=5.5 78.97 78.39 70.33 64.31 49.7 skew>=6 79.68 78.07 68.82 61.65 53.57 Table 1 As can be seen from the above table, with the increase of the 5-period and 10-period moving average skew values, the success rate is increasing, but after the 20- and 30-period moving average skew values ​​increase to an upper bound, it shows a downward trend. When the skew of the 20-period and 30-period moving averages is greater than 0.5, the 10-period profit of 5% is above 60%, and when it is greater than 1.5, the success rate can reach above 70%. The larger the 5-period moving average skew, the higher the success rate, but often because the short-term skew is too large, the stock price has risen rapidly to a high level, and chasing up is risky, which is not suitable for the investment habits of most people, so prudent investors may like to do swings. Investors may wish to pay more attention to the skew of the 20-period and 30-period moving averages. Based on the above analysis, as a short-term trading enthusiast, I need to choose the 5-period and 10-period moving average skew, and consider the medium-term trend as a compromise, and I also need to consider the 20-period moving average skew. Finally, according to the principle of personal preference, I chose 3 groups of periods based on Fibonacci magic numbers: 3 periods, 8 periods, 21 periods, and skews that take into account both short-term and mid-line trends. So, I named this indicator number 3821 as a distinction. 002084 1D from TradingView BTCUSDT 1H from TradingView Tesla 1D from TradingView
Pine Script®指标
由blackcat1402提供
1
God Number Channel v2(GNC v2)GNC got a little update: 1) Logic changed a bit. I tried to calculate MAs based on the power(high - low of previous bars).You can see it the M-variables, as new statements were added in calculation section of MAs. I don't really know if I did right, because I didn't go too much in Pine Script. I just wanted to make a Bollinger-bands-like bands, which could predict the levels at which might reverse, using legendary fibonacci and Tesla's harmonic number 432. It's might sound as a joke, but as you can see, it works pretty good. 2) Customization : No need to change Fibonacci ratios in code. Now you can do it in the GNC settings. Also MAs' names were made obvious, just check it out. Time of million similar "MA n1" has passed :) 3) Trade-entry advices : I didn't tell you exactly the trade-entry advices, as I haven't explored this script fully yet :) But you probably understood something intuitively, when added GNC on the chart. Now I made things way more obvious: 1. Zones between Fib ratios show you how aware you should be of price movements. Basically, here are the rules, but you probably understand them already: 1.1 Red zone(RZ) : high awareness, very likly for price to be reversed, but if there is a clear trend and you know, than it might be a time for price to shoot up/down. 1.2 Orange zone(OZ) : medium awareness, not so obvious, as price might go between boundaries of OZ and continue the trend movement if such followed before entering the OZ. If price go below lower boundary of OZ and the next bar opens below this boundary, it might be a signal for SHORY, BUT(!) please consider confirmation of any sort to be more sure. Think of going beyond the upper boundary by analogy. 1.3 Green Zone(GZ) : if the price hits any boundary of green zone, it is usually a good oppurtunity to open a position against the movement(hit lower boundary -> open LONG, hit upper boundary -> open SHORT). 1.4 Middle Zone(Harmonic Zone)(MZ) : same rules from Green Zone. IMPORTANT RECCOMENDATION : Use trend indicator to trend all signals from zones to follow the trend, 'cause counter-trending with this thing without stop loss might very quickly wipe you out , might if you will counter-trend strategy with GNC, I will be glad if you share it with the community :) Reccomendation for better entries : 1) if the price hits the lower(or high) boundaries(LB or HB) zone after zone(hit LB or HB of RZ, then of OZ, then of GZ), it is a very good signal to either LONG, if price was hitting LBs , or SHORT, if hitting HBs . 2) Consider NOT to place trades when in MZ, as price in this zone gets tricky often enough. By the way, if you dont the see the harmonic MAs(which go with plot(ma1+(0.432*avg1)) ), then set the transparency of zone to 20% or a bit more and then it will be ok. I will continue to develop the GNC and any help or feedback from you, guys, will be very helpful for me, so you welcome for any of those, but please be precise in your critics. Thank you for using my stuff, hope you found it usefull. Good luck :)
Pine Script®指标
由tarasenko_提供
12
2 MA Ratio Can Help with Moving AveragesMany technical analysts use moving average crosses to assess trend changes. A faster-moving MA crossing above a slower-moving line may be viewed as a bullish signal. The opposite can apply to the downside. While these methods may help analyze price direction, they can often force traders to wait until the cross occurs. Sometimes it may be useful to anticipate the event – or at least know it’s getting close. That’s where the custom script 2 MA Ratio can be useful because it tracks the fast and slow moving averages. The fast MA is then shown as a percent of the slow MA. Positive readings indicate a bullish condition and vice versa for the negative. It’s also color-coded to clearly illustrate when the crosses occur. 2 MA Ratio can handle simple moving averages (SMAs) and exponential moving averages (EMAs). It even lets you compare SMAs to EMAs. Users can choose between using open, high, low or closing prices as the inputs. (It defaults to Close.) The chart above shows the short-term pair of the 8- and 21-day EMAs on Tesla (TSLA). The second chart below shows the same stock with the slower 50- and 200-day SMAs. Notice the “Golden Cross” last summer and the “Death Cross” in May: TradeStation has, for decades, advanced the trading industry, providing access to stocks, options, futures and cryptocurrencies. See our Overview for more. Important Information TradeStation Securities, Inc., TradeStation Crypto, Inc., and TradeStation Technologies, Inc. are each wholly owned subsidiaries of TradeStation Group, Inc., all operating, and providing products and services, under the TradeStation brand and trademark. You Can Trade, Inc. is also a wholly owned subsidiary of TradeStation Group, Inc., operating under its own brand and trademarks. TradeStation Crypto, Inc. offers to self-directed investors and traders cryptocurrency brokerage services. It is neither licensed with the SEC or the CFTC nor is it a Member of NFA. When applying for, or purchasing, accounts, subscriptions, products, and services, it is important that you know which company you will be dealing with. Please click here for further important information explaining what this means. This content is for informational and educational purposes only. This is not a recommendation regarding any investment or investment strategy. Any opinions expressed herein are those of the author and do not represent the views or opinions of TradeStation or any of its affiliates. Investing involves risks. Past performance, whether actual or indicated by historical tests of strategies, is no guarantee of future performance or success. There is a possibility that you may sustain a loss equal to or greater than your entire investment regardless of which asset class you trade (equities, options, futures, or digital assets); therefore, you should not invest or risk money that you cannot afford to lose. Before trading any asset class, first read the relevant risk disclosure statements on the Important Documents page, found here: www.tradestation.com .
Pine Script®指标
由TradeStation提供
6
JMA filter 2This is based on ChuckBanger Juric indicator (a modification of it) things you need to know how to work with this one to control the wave setting you need to adjust the length , slow ,fast and c in menu for optimal result positive trend is above zero in green negative trend bellow zero red the best part herein this indicator is to finding of high and low based on lower treshold =trel higher threshold for high =treh there is signals once it crossed up or down for each time frame you need to set the threshold for optimal results as it change for each TF it will be different so be careful about it so rule of thumb is to look for the previous peaks either up or down and to set the threshold according to it it more sensitive then RSI to my opinion and very good to detect sweet spot either for sell or buy one can add alerts (not included) or modify it to make it better here on Tesla
Pine Script®指标
由RafaelZioni提供
5