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Top G indicator [BigBeluga]Top G Indicator is a straightforward yet powerful tool designed to identify market extremes, helping traders spot potential tops and bottoms effectively. 🔵 Key Features: High Probability Signals: 𝔾 Label: Indicates high-probability market bottoms based on specific conditions such as low volatility and momentum shifts. Top Label: Highlights high-probability market tops using key price action dynamics. Simple Signals for Potential Extremes: ^ (Caret): Marks potential bottom areas with less certainty than 𝔾 labels. v (Inverted Caret): Signals potential top areas with less certainty than Top labels. Midline Visualization: A smoothed midline helps identify the center of the current range, providing additional context for trend and range trading. Range Highlighting: Dynamic bands around the highest and lowest points of the selected period, color-coded for easy identification of the market range. 🔵 Usage: Spot Extremes: Use 𝔾 and Top labels to identify high-probability reversal points for potential entries or exits. Monitor Potential Reversals: Leverage ^ and v marks for additional signals on potential turning points, especially during range-bound conditions. Range Analysis: Use the midline and dynamic bands to determine the market's range and its center, aiding in identifying consolidation or breakout scenarios. Confirmation Tool: Combine this indicator with other tools to confirm reversal or trend continuation setups. Top G Indicator is a simple yet effective tool for spotting market extremes, designed to assist traders in making timely decisions by identifying potential tops and bottoms with clarity.
Pine Script™指标
由BigBeluga提供
18
FuTech : MACD Crossovers Advanced Alert Lines============================================================= Indicator : FuTech: MACD Crossovers Advanced Alert Lines Overview: The "FuTech: MACD Crossovers Advanced Alert Lines" indicator is designed to assist traders in identifying key technical patterns using the :- 1. MACD (Moving Average Convergence Divergence) and 2. Golden/Death Crossovers By visualizing these indicators directly on the chart with advanced lines, it helps traders make more informed decisions on when to enter or exit trades. ============================================================= Key Features of "FuTech: MACD Crossovers Advanced Alert Lines": 1. MACD Crossovers: a) The MACD is one of the most widely used indicators for identifying momentum shifts and potential buy/sell signals. This indicator plots vertical lines on the chart whenever the MACD line crosses the signal line. b) Upward Crossover (Bullish Signal) : When the MACD line crosses above the signal line, a green vertical line will appear, indicating a potential buying opportunity. c) Downward Crossover (Bearish Signal) : When the MACD line crosses below the signal line, a red vertical line will appear, signaling a potential selling opportunity. 2. Golden Cross & Death Cross: a) The Golden Cross occurs when the price moves above a long-term moving average (like the 50-day moving average), signaling a potential upward trend. b) The Death Cross occurs when the price moves below a long-term moving average, signaling a potential downward trend. c) These crossovers are displayed with customizable lines on the chart to easily spot when the market is shifting direction. d) Golden Cross (Bullish Signal) : A blue vertical line appears when the price crosses above the selected long-term moving average. e) Death Cross (Bearish Signal) : A purple vertical line appears when the price crosses below the selected long-term moving average. ============================================================= Customization Options: This indicator offers several customization options to suit your trading preferences: 1) MACD Settings: a) Choose between different moving average types (EMA, SMA, or VWMA) for calculating the MACD. b) Adjust the lengths of the fast, slow, and signal MACD periods. c) Control the width and color of the vertical lines drawn on the chart for both up and down crossovers. 2) Golden Cross / Death Cross Settings: a) Select the moving average type for the Golden Cross / Death Cross (EMA, SMA, or VWMA). b) Define the lookback period for calculating the Golden Cross / Death Cross. c) Customize the appearance of the Golden and Death Cross lines, including their width and color. You can use both as well as either of the MACD lines or Golden Crossover / Death Crossover Lines respectively as per your trading strategies ============================================================= How "FuTech: MACD Crossovers Advanced Alert Lines" indicator Works: a) The indicator monitors the price and calculates the MACD and Golden/Death Crosses. b) When the MACD line crosses above or below the signal line, or when the price crosses above or below the long-term moving average, it plots a vertical line on the chart. c) These lines help traders quickly spot potential turning points in the market, providing clear signals to act upon. ============================================================= Use Case: a) Swing Traders: The indicator is useful for spotting momentum shifts and trend reversals, helping you time entries and exits for short- to medium-term trades. b) Long-Term Traders: The Golden and Death Cross signals help identify major trend changes, giving insights into potential market shifts. ============================================================= Why Use This "FuTech: MACD Crossovers Advanced Alert Lines" Indicator ? a) Clear Visuals : The vertical lines provide clear and easy-to-spot signals for MACD crossovers and Golden/Death Crosses. b) Customizable : Adjust settings for your personal trading strategy, whether you're focusing on short-term momentum or long-term trend shifts. c) Supports Decision Making : With its advanced line plotting and customizable features, this indicator helps you make quicker and more informed trading decisions. ============================================================= How to Use: a) MACD Crossovers: Look for green lines to signal potential buying opportunities (when the MACD line crosses above the signal line) and red lines for selling opportunities (when the MACD line crosses below the signal line). b) Golden Cross / Death Cross: Use the blue lines to confirm when a positive trend may begin (Golden Cross) and purple lines to warn when a negative trend may start (Death Cross). ============================================================= Conclusion: "FuTech: MACD Crossovers Advanced Alert Lines" indicator combines two powerful technical analysis tools, the MACD and Golden/Death Crosses, to provide clear, actionable signals on your chart. By customizing the appearance of these signals and combining them with your trading strategy, you can enhance your decision-making process and improve your trading outcomes. ============================================================= Thank you ! Jai Swaminarayan Dasna Das ! He Hari ! Bas Ek Tu Raji Tha ! =============================================================
Pine Script™指标
由Atmiya_aatubhai提供
Venta's DikFat Spread Visualizer & Dynamic Options Chain **Venta's DikFat Spread Visualizer and Options Chain Strike Scanner** is a powerful trading tool designed to give users an immediate view of the nearest options strikes relative to the current price of the underlying asset. This script dynamically displays a selected number of call and put options strikes from the **options chain**, visualizing them directly on the chart for better decision-making. By default, the script shows options strikes for the current chart’s price, but users have the flexibility to extend the view to include strikes on the opposite side of the market. The available options allow you to show either 3, 6, or 9 strikes on either side of the current price level. This tool is essential for options traders who want to track strike prices in relation to the underlying asset's price movements. It provides key visual clues such as strike price distributions, volatility, and potential areas of market basing—all in a customizable and user-friendly interface. --- █  CONCEPTS This script pulls real-time **options strikes** directly from the **options chain**, providing traders with the ability to see call and put strikes as dynamic price markers on their chart. The concept revolves around understanding the proximity and distribution of strikes based on the current price and market conditions. Key Features **Dynamic Options Strike Display**: The script automatically identifies and displays the options strikes closest to the current market price of the underlying asset. **Customizable Strike Range**: Choose between 3, 6, or 9 strikes on either side of the current price, giving flexibility in visualizing different strike ranges. **Current Chart Focused by Default**: When added to the chart, the script focuses on the strikes closest to the current price. However, users can opt to include strikes on the opposite side of the market for a broader view. **Instant Market Context**: The displayed strikes offer a snapshot of the options market and how the current price relates to potential option expiration levels, helping traders understand key zones. **Visual Clues on Spreads & Volatility**: This script not only displays the strikes but also provides instant visual clues that reflect the volatility and spread of the options market. --- █  HOW IT WORKS The script operates by accessing the **options chain** for the underlying asset, identifying the nearest call and put strikes, and plotting them as visual markers on the chart. This real-time strike data is dynamic, adjusting automatically as the market price moves. Strike Calculation The script uses the current price of the underlying asset as a base point and calculates the nearby **options strikes** from the **options chain**. Depending on the user's settings, the script will plot up to 9 strikes on either side of the price level. This calculation is performed using live market data, making sure the plotted strikes always reflect the most current market conditions. Visual Clues **Spreads**: The space between the plotted call and put options strikes provides immediate insights into the current bid/ask spreads. If the spread between strike prices is wide, it suggests increased volatility or a higher level of uncertainty in the market. Conversely, narrow spreads often indicate market stability or a lack of price movement. **Market Basing**: When options strikes form a concentrated group near a certain price level, it can indicate that the market is building up or basing at a key level. This might signal the potential for a breakout or a reversal. **Volatility Insights**: Wider gaps between strikes, particularly on the call side versus the put side (or vice versa), can indicate an imbalance in options trading activity, often a reflection of higher volatility expectations. This visual clue can help traders assess when the market is pricing in significant movements. Customization and User Settings **Number of Strikes**: The number of options strikes shown is fully customizable, allowing users to display 3, 6, or 9 strikes on either side. **Show Opposite Strikes**: By default, the script shows strikes on the current side of the market, but users can enable the option to show strikes on the opposite side to gain a more complete view of the market's options landscape. **Strike Colors & Width**: Customize the visual appearance of the plotted strikes by adjusting the color and line width for better clarity and chart aesthetics. --- █  POTENTIAL USE CASES This indicator is especially valuable for **options traders**, **market analysts**, and anyone interested in gaining insights into the underlying options market. Here are some of the key use cases: **Options Traders**: Quickly identify the nearest strike prices and understand the risk/reward potential for options positions. The ability to customize the number of strikes shown allows traders to focus on the most relevant price levels. **Volatility Monitoring**: Use the visual clues from the spread between strike prices to assess the level of volatility in the options market. A wider spread suggests that options traders are expecting more significant price moves, while a narrow spread indicates less expected movement. **Support and Resistance Identification**: The clustering of strike prices on one side of the market can indicate a potential support or resistance level. By monitoring these levels, traders can get a sense of where the market may reverse or consolidate. **Market Sentiment Analysis**: A large concentration of call strikes above the current price level, or put strikes below, can be an indication of market sentiment, such as whether traders are generally bullish or bearish. **Risk Management**: By tracking nearby options strikes, traders can adjust their strategies to minimize risk, especially when market price levels approach significant strike points. --- █  FEATURES **Real-Time Data**: The script pulls data from the **options chain**, ensuring that the plotted strikes are always up-to-date with the current market price. **User-Friendly Interface**: Clear and customizable inputs allow users to easily adjust the number of strikes displayed and control visual settings such as colors and line widths. **Visual Strike Indicators**: Instantly spot volatility, market basing, and spread imbalances through visual clues from the plotted strikes, enhancing your market analysis. --- █  LIMITATIONS **Accuracy Depends on Market Data**: This indicator relies on the available **options chain** data. While the data is updated in real-time, its accuracy may depend on the liquidity and availability of options contracts in the market. **Not Suitable for Non-Options Traders**: If you don’t trade options, the relevance of this indicator may be limited as it is designed specifically to provide insight into the options market. **Data Delays**: In fast-moving markets, there may be a slight delay in the updating of strike prices, depending on the data feed. --- █  HOW TO USE **Load the Script**: Add the **Venta's DikFat Spread Visualizer and Options Chain Strike Scanner** script to your TradingView chart. **Adjust Settings**: Use the input options to select the number of strikes you want to display (3, 6, or 9). You can also choose whether to display only the current chart’s strikes or include strikes from the opposite side. **Interpret the Strikes**: Look at the plotted strikes to gain insights into where the market is currently pricing options and where major strike prices are located. Pay attention to the spreads, concentrations, and volatility signals. **Monitor the Market**: As the market moves, watch how the strikes shift and cluster, providing you with real-time information about market sentiment and potential volatility. --- █  THANKS We would like to extend our gratitude to the PineCoders community for their ongoing support and contributions to the TradingView Pine Script ecosystem. Special thanks to The Options Team.
Pine Script™指标
由Midgar-提供
6
Quarter Point Theory with Trend Breaks### **Quarter Point Theory with Trend Breaks Indicator** The **Quarter Point Theory with Trend Breaks** indicator is a technical analysis tool designed to identify key price levels and trend reversals in financial markets. It combines the principles of **Quarter Point Theory**—a concept that highlights the significance of prices at rounded fractional levels of an asset—with trend break detection to provide actionable trading insights. #### **Key Features:** 1. **Quarter Point Levels:** - Automatically plots quarter-point levels on the chart (e.g., 0.25, 0.50, 0.75, and 1.00 levels relative to significant price ranges). - Highlights these levels as areas of psychological importance, where price action is likely to consolidate, reverse, or gain momentum. 2. **Trend Break Detection:** - Identifies changes in market direction by detecting breaks in prevailing trends. - Utilizes moving averages, support/resistance lines, or price patterns to signal potential reversals. 3. **Dynamic Visual Cues:** - Color-coded lines or zones to differentiate between support (green), resistance (red), and neutral zones. - Alerts or markers when price approaches or breaks through quarter-point levels or trend lines. 4. **Multi-Timeframe Analysis:** - Offers the ability to analyze quarter-point levels and trend breaks across different timeframes for a comprehensive market view. 5. **Customizable Parameters:** - Allows traders to adjust the sensitivity of trend break detection and the precision of quarter-point level plotting based on their strategy and asset volatility. #### **Use Cases:** - **Swing Trading:** Identify optimal entry and exit points by combining quarter-point levels with trend reversal signals. - **Day Trading:** Utilize intraday quarter-point levels and quick trend changes for scalping opportunities. - **Long-Term Investing:** Spot significant price milestones that could indicate major turning points in an asset’s trajectory. #### **Advantages:** - Simplifies the complexity of market analysis by focusing on universally significant price levels and trends. - Enhances decision-making by integrating two powerful market principles into a single indicator. - Provides a structured framework for risk management by identifying areas where price is likely to react. The **Quarter Point Theory with Trend Breaks Indicator** is a versatile tool suitable for traders and investors across various markets, including stocks, forex, commodities, and cryptocurrencies. By blending psychology-based levels with technical trend analysis, it empowers users to make well-informed trading decisions.
Pine Script™指标
由stephon56提供
MSTR Bitcoin Holdings Overlay (MSTR BTC Treasury)This TradingView overlay displays MicroStrategy's (MSTR) Bitcoin holdings as a simple line chart on a separate axis. The data used in this script is based on publicly available information about MSTR's Bitcoin acquisitions up to January 2, 2025. Key Points: - All data points (timestamps and Bitcoin holdings) included in this script represent actual historical records available up to January 2, 2025. - No future projections or speculative estimates are included. This script is static and does not fetch or update data dynamically. If there are new Bitcoin acquisitions or updates after January 2, 2025, they will not appear on the chart unless manually added. Transparency and Accuracy: - The script uses an array-based structure to map exact timestamps to corresponding Bitcoin holdings. Each timestamp aligns with known dates when MSTR disclosed its Bitcoin purchases.
Pine Script™指标
由httpz提供
DCA Strategy with HedgingThis strategy implements a dynamic hedging system with Dollar-Cost Averaging (DCA) based on the 34 EMA. It can hold simultaneous long and short positions, making it suitable for ranging and trending markets. Key Features: Uses 34 EMA as baseline indicator Implements hedging with simultaneous long/short positions Dynamic DCA for position management Automatic take-profit adjustments Entry confirmation using 3-candle rule How it Works Long Entries: Opens when price closes above 34 EMA for 3 candles Adds positions every 0.1% price drop Takes profit at 0.05% above average entry Short Entries: Opens when price closes below 34 EMA for 3 candles Adds positions every 0.1% price rise Takes profit at 0.05% below average entry Settings EMA Length: Controls the EMA period (default: 34) DCA Interval: Price movement needed for additional entries (default: 0.1%) Take Profit: Profit target from average entry (default: 0.05%) Initial Position: Starting position size (default: 1.0) Indicators L: Long Entry DL: Long DCA S: Short Entry DS: Short DCA LTP: Long Take Profit STP: Short Take Profit Alerts Compatible with all standard TradingView alerts: Position Opens (Long/Short) DCA Entries Take Profit Hits Note: This strategy works best on lower timeframes with high liquidity pairs. Adjust parameters based on asset volatility.
Pine Script™策略
由whattheAsad提供
Support Resistance Major/Minor [TradingFinder] Market Structure🔵 Introduction Support and resistance levels are key concepts in technical analysis, serving as critical points where prices pause or reverse due to the interaction of supply and demand. These foundational elements in price action and classical technical analysis assist traders in understanding market behavior and making better trading decisions. Support levels are zones where demand is strong enough to prevent further price declines, while resistance levels act as barriers that hinder price increases. Support and resistance levels are divided into two main types: static and dynamic. Static levels are fixed horizontal lines on charts, formed based on historical price points, and are crucial due to repeated price reactions in these areas. Dynamic levels, on the other hand, move with market trends and are often identified using tools like moving averages and trendlines. These levels are particularly useful for analyzing dynamic trends and identifying potential reversal points in financial markets. The importance of support and resistance in technical analysis lies in their ability to pinpoint price reversal or continuation points. Professional traders use these levels to determine optimal entry and exit points and combine them with tools such as Fibonacci retracements or moving averages for precise strategies. Detailed analysis of price behavior at these levels provides insights into trend strength and the likelihood of price breaks or reversals. By understanding these concepts, technical analysts can forecast future price movements and optimize their trading decisions using tools such as indicators and price action. Support and resistance levels, as a cornerstone of technical analysis, form the foundation for many trading strategies. 🔵 How to Use The Static Support and Resistance Indicator is a vital tool for identifying significant price zones in financial markets. It automatically detects major and minor support and resistance levels in both short-term and long-term intervals, enabling traders to analyze price behavior accurately and develop optimal entry and exit strategies. 🟣 Major Long-Term Support and Resistance Major Long-Term Support : The lowest price points recorded over long-term intervals that prevent further declines. Major Long-Term Resistance : The highest price points in long-term intervals that limit further price increases. 🟣 Minor Long-Term Support and Resistance Minor Long-Term Support : Temporary halts in price decline within a downtrend over long-term intervals. Minor Long-Term Resistance : Short-term zones within long-term intervals where prices react negatively in an uptrend. 🟣 Major Short-Term Support and Resistance Major Short-Term Support : The lowest price points in short-term intervals that act as barriers against sharp price drops. Major Short-Term Resistance : The highest points in short-term intervals that prevent further price surges. 🟣 Minor Short-Term Support and Resistance Minor Short-Term Support : Temporary halts in price decline within short-term downtrends. Minor Short-Term Resistance : Zones where price reacts quickly and reverses in short-term uptrends. 🔵 Settings Long Term S&R Pivot Period : Defines the interval for identifying long-term support and resistance levels (default: 21). Short Term S&R Pivot Period : Defines the interval for identifying short-term support and resistance levels (default: 5). 🟣 Long-Term Lines Major Line Display : Enable/disable major long-term lines. Minor Line Display : Enable/disable minor long-term lines. Major Line Colors : Green for support, red for resistance (long-term major levels). Minor Line Colors : Light green for support, light red for resistance (long-term minor levels). Major Line Style : Choose between solid, dotted, or dashed lines for major long-term levels. Minor Line Style : Choose between solid, dotted, or dashed lines for minor long-term levels. Major Line Width : Adjust the thickness of major long-term lines. Minor Line Width : Adjust the thickness of minor long-term lines. 🟣 Short-Term Lines Major Line Display : Enable/disable major short-term lines. Minor Line Display : Enable/disable minor short-term lines. Major Line Colors : Gray-green for support, gray-red for resistance (short-term major levels). Minor Line Colors : Dark green for support, dark red for resistance (short-term minor levels). Major Line Style : Choose between solid, dotted, or dashed lines for major short-term levels. Minor Line Style : Choose between solid, dotted, or dashed lines for minor short-term levels. Major Line Width : Adjust the thickness of major short-term lines. Minor Line Width : Adjust the thickness of minor short-term lines. 🔵 Conclusion Static support and resistance levels are among the most critical tools in technical analysis, helping traders identify key reversal or continuation points. This indicator simplifies and enhances the analysis process by automatically detecting major and minor levels in both short-term and long-term intervals. It allows traders to customize settings to suit their trading strategies and analyze different market levels effectively. Using this indicator improves price action analysis, enhances market understanding, and identifies trading opportunities. Applicable to all trading styles, from day trading to long-term investing, it is an essential tool for technical analysis. Combining this indicator with other tools like trendlines, Fibonacci retracements, and moving averages enables comprehensive analysis and allows traders to navigate financial markets with greater confidence.
Pine Script™指标
由TFlab提供
8
Previous 4-Hour High/Low Indicator Name: Previous 4-Hour High/Low Lines Description: This indicator highlights the high and low levels of the previous candle from a user-defined timeframe (default: 4 hours) and extends these levels both to the left and right across the chart. It allows traders to visualize key support and resistance levels from higher timeframes while analyzing lower timeframe charts. Key Features: • Customizable Timeframe: Select any timeframe (e.g., 4-hour, daily) to track the high and low of the previous candle. • Dynamic Updates: The high and low levels update automatically with each new candle. • Extended Levels: Lines extend both left and right, providing a clear reference for past and future price action. • Overlay on Chart: The indicator works seamlessly on any timeframe, making it ideal for multi-timeframe analysis. Use Case: This tool is perfect for traders who rely on higher timeframe levels for setting entry/exit points, identifying potential breakout zones, or managing risk. By visualizing these levels directly on lower timeframe charts, traders can make informed decisions without switching between charts.
Pine Script™指标
由venushkas提供
[blackcat] L2 Kiosotto IndicatorOVERVIEW The Kiosotto Indicator is a versatile technical analysis tool designed for forex trading but applicable to other financial markets. It excels in detecting market reversals and trends without repainting, ensuring consistent and reliable signals. The indicator has evolved over time, with different versions focusing on specific aspects of market analysis. KEY FEATURES Reversal Detection: Identifies potential market reversals, crucial for traders looking to capitalize on turning points. Trend Detection: Earlier versions focused on detecting trends, useful for traders who prefer to follow the market direction. Non-Repainting: Signals remain consistent on the chart, providing reliable and consistent signals. Normalization: Later versions, such as Normalized Kiosotto and Kiosotto_2025, incorporate normalization to assess oversold and overbought conditions, enhancing interpretability. VERSIONS AND EVOLUTION Early Versions: Focused on trend detection, useful for following market direction. 2 in 1 Kiosotto: Emphasizes reversal detection and is considered an improvement by users. Normalized Versions (e.g., Kiosotto_2025, Kiosotto_3_2025): Introduce normalization to assess oversold and overbought conditions, enhancing interpretability. HOW TO USE THE KIOSOTTO INDICATOR Understanding Signals: Reversals: Look for the indicator's signals that suggest a potential reversal, indicated by color changes, line crossings, or other visual cues. Trends: Earlier versions might show stronger trending signals, indicated by the direction or slope of the indicator's lines. Normalization Interpretation (for normalized versions): Oversold: When the indicator hits the lower boundary, it might indicate an oversold condition, suggesting a potential buy signal. Overbought: Hitting the upper boundary could signal an overbought condition, suggesting a potential sell signal. PINE SCRIPT IMPLEMENTATION The provided Pine Script code is a version of the Kiosotto indicator. Here's a detailed explanation of the code: //@version=5 indicator(" L2 Kiosotto Indicator", overlay=false) //Pine version of Kiosotto 2015 v4 Alert ms-nrp // Input parameters dev_period = input.int(150, "Dev Period") alerts_level = input.float(15, "Alerts Level") tsbul = 0.0 tsber = 0.0 hpres = 0.0 lpres = 9999999.0 for i = 0 to dev_period - 1 rsi = ta.rsi(close , dev_period) if high > hpres hpres := high tsbul := tsbul + rsi * close if low < lpres lpres := low tsber := tsber + rsi * close buffer1 = tsber != 0 ? tsbul / tsber : 0 buffer2 = tsbul != 0 ? tsber / tsbul : 0 // Plotting plot(buffer1, color=color.aqua, linewidth=3, style=plot.style_histogram) plot(buffer2, color=color.fuchsia, linewidth=3, style=plot.style_histogram) hline(alerts_level, color=color.silver) EXPLANATION OF THE CODE Indicator Definition: indicator(" L2 Kiosotto Indicator", overlay=false): Defines the indicator with the name " L2 Kiosotto Indicator" and specifies that it should not be overlaid on the price chart. Input Parameters: dev_period = input.int(150, "Dev Period"): Allows users to set the period for the deviation calculation. alerts_level = input.float(15, "Alerts Level"): Allows users to set the level for alerts. Initialization: tsbul = 0.0: Initializes the tsbul variable to 0.0. tsber = 0.0: Initializes the tsber variable to 0.0. hpres = 0.0: Initializes the hpres variable to 0.0. lpres = 9999999.0: Initializes the lpres variable to a very high value. Loop for Calculation: The for loop iterates over the last dev_period bars. rsi = ta.rsi(close , dev_period): Calculates the RSI for the current bar. if high > hpres: If the high price of the current bar is greater than hpres, update hpres and add the product of RSI and close price to tsbul. if low < lpres: If the low price of the current bar is less than lpres, update lpres and add the product of RSI and close price to tsber. Buffer Calculation: buffer1 = tsber != 0 ? tsbul / tsber : 0: Calculates the first buffer as the ratio of tsbul to tsber if tsber is not zero. buffer2 = tsbul != 0 ? tsber / tsbul : 0: Calculates the second buffer as the ratio of tsber to tsbul if tsbul is not zero. Plotting: plot(buffer1, color=color.aqua, linewidth=3, style=plot.style_histogram): Plots the first buffer as a histogram with an aqua color. plot(buffer2, color=color.fuchsia, linewidth=3, style=plot.style_histogram): Plots the second buffer as a histogram with a fuchsia color. hline(alerts_level, color=color.silver): Draws a horizontal line at the alerts_level with a silver color. FUNCTIONALITY The Kiosotto indicator calculates two buffers based on the RSI and price levels over a specified period. The buffers are plotted as histograms, and a horizontal line is drawn at the alerts level. The indicator helps traders identify potential reversals and trends by analyzing the relationship between the RSI and price levels. ALGORITHMS RSI Calculation: The Relative Strength Index (RSI) measures the speed and change of price movements. It is calculated using the formula: RSI=100− (1+RS) / 100 where RS is the ratio of the average gain to the average loss over the specified period. Buffer Calculation: The buffers are calculated as the ratio of the sum of RSI multiplied by the close price for high and low price conditions. This helps in identifying the balance between buying and selling pressure. Signal Generation: The indicator generates signals based on the values of the buffers and the alerts level. Traders can use these signals to make informed trading decisions, such as entering or exiting trades based on potential reversals or trends. APPLICATION SCENARIOS Reversal Trading: Traders can use the Kiosotto indicator to identify potential reversals by looking for significant changes in the buffer values or crossings of the alerts level. Trend Following: The indicator can also be used to follow trends by analyzing the direction and slope of the buffer lines. Oversold/Overbought Conditions: For normalized versions, traders can use the indicator to identify oversold and overbought conditions, which can provide buy or sell signals. THANKS Special thanks to the TradingView community and the original developers for their contributions and support in creating and refining the Kiosotto Indicator.
Pine Script™指标
由blackcat1402提供
1
Rolling Window Geometric Brownian Motion Projections📊 Rolling GBM Projections + EV & Adjustable Confidence Bands Overview The Rolling GBM Projections + EV & Adjustable Confidence Bands indicator provides traders with a robust, dynamic tool to model and project future price movements using Geometric Brownian Motion (GBM). By combining GBM-based simulations, expected value (EV) calculations, and customizable confidence bands, this indicator offers valuable insights for decision-making and risk management. Key Features Rolling GBM Projections: Simulate potential future price paths based on drift (μμ) and volatility (σσ). Expected Value (EV) Line: Represents the average projection of simulated price paths. Confidence Bands: Define ranges where the price is expected to remain, adjustable from 51% to 99%. Simulation Lines: Visualize individual GBM paths for detailed analysis. EV of EV Line: A smoothed trend of the EV, offering additional clarity on price dynamics. Customizable Lookback Periods: Adjust the rolling lookback periods for drift and volatility calculations. Mathematical Foundation 1. Geometric Brownian Motion (GBM) GBM is a mathematical model used to simulate the random movement of asset prices, described by the following stochastic differential equation: dSt=μStdt+σStdWt dSt​=μSt​dt+σSt​dWt​ Where: StSt​: Price at time tt μμ: Drift term (expected return) σσ: Volatility (standard deviation of returns) dWtdWt​: Wiener process (standard Brownian motion) 2. Drift (μμ) and Volatility (σσ) Drift (μμ): Represents the average logarithmic return of the asset. Calculated using a simple moving average (SMA) over a rolling lookback period. μ=SMA(ln⁡(St/St−1),Lookback Drift) μ=SMA(ln(St​/St−1​),Lookback Drift) Volatility (σσ): Measures the standard deviation of logarithmic returns over a rolling lookback period. σ=STD(ln⁡(St/St−1),Lookback Volatility) σ=STD(ln(St​/St−1​),Lookback Volatility) 3. Price Simulation Using GBM The GBM formula for simulating future prices is: St+Δt=St×e(μ−12σ2)Δt+σϵΔt St+Δt​=St​×e(μ−21​σ2)Δt+σϵΔt ​ Where: ϵϵ: Random variable from a standard normal distribution (N(0,1)N(0,1)). 4. Confidence Bands Confidence bands are determined using the Z-score corresponding to a user-defined confidence percentage (CC): Upper Band=EV+Z⋅σ Upper Band=EV+Z⋅σ Lower Band=EV−Z⋅σ Lower Band=EV−Z⋅σ The Z-score is computed using an inverse normal distribution function, approximating the relationship between confidence and standard deviations. Methodology Rolling Drift and Volatility: Drift and volatility are calculated using logarithmic returns over user-defined rolling lookback periods (default: μ=20μ=20, σ=16σ=16). Drift defines the overall directional tendency, while volatility determines the randomness and variability of price movements. Simulations: Multiple GBM paths (default: 30) are generated for a specified number of projection candles (default: 12). Each path is influenced by the current drift and volatility, incorporating random shocks to simulate real-world price dynamics. Expected Value (EV): The EV is calculated as the average of all simulated paths for each projection step, offering a statistical mean of potential price outcomes. Confidence Bands: The upper and lower bounds of the confidence bands are derived using the Z-score corresponding to the selected confidence percentage (e.g., 68%, 95%). EV of EV: A running average of the EV values, providing a smoothed perspective of price trends over the projection horizon. Indicator Functionality User Inputs: Drift Lookback (Bars): Define the number of bars for rolling drift calculation (default: 20). Volatility Lookback (Bars): Define the number of bars for rolling volatility calculation (default: 16). Projection Candles (Bars): Set the number of bars to project future prices (default: 12). Number of Simulations: Specify the number of GBM paths to simulate (default: 30). Confidence Percentage: Input the desired confidence level for bands (default: 68%, adjustable from 51% to 99%). Visualization Components: Simulation Lines (Blue): Display individual GBM paths to visualize potential price scenarios. Expected Value (EV) Line (Orange): Highlight the mean projection of all simulated paths. Confidence Bands (Green & Red): Show the upper and lower confidence limits. EV of EV Line (Orange Dashed): Provide a smoothed trendline of the EV values. Current Price (White): Overlay the real-time price for context. Display Toggles: Enable or disable components (e.g., simulation lines, EV line, confidence bands) based on preference. Practical Applications Risk Management: Utilize confidence bands to set stop-loss levels and manage trade risk effectively. Use narrower confidence intervals (e.g., 50%) for aggressive strategies or wider intervals (e.g., 95%) for conservative approaches. Trend Analysis: Observe the EV and EV of EV lines to identify overarching trends and potential reversals. Scenario Planning: Analyze simulation lines to explore potential outcomes under varying market conditions. Statistical Insights: Leverage confidence bands to understand the statistical likelihood of price movements. How to Use Add the Indicator: Copy the script into the TradingView Pine Editor, save it, and apply it to your chart. Customize Settings: Adjust the lookback periods for drift and volatility. Define the number of projection candles and simulations. Set the confidence percentage to tailor the bands to your strategy. Interpret the Visualization: Use the EV and confidence bands to guide trade entry, exit, and position sizing decisions. Combine with other indicators for a holistic trading strategy. Disclaimer This indicator is a mathematical and statistical tool. It does not guarantee future performance. Use it in conjunction with other forms of analysis and always trade responsibly. Happy Trading! 🚀
Pine Script™指标
由garysebastianbrowniii提供
2
Larry Williams: Market StructureLarry Williams' Three-Bar System of Highs and Lows: A Definition of Market Structure Larry Williams developed a method of market structure analysis based on identifying local extrema using a sequence of three consecutive bars. This approach helps traders pinpoint significant turning points on the price chart. Definition of Local Extrema: Local High: Consists of three bars where the middle bar has the highest high, while the lows of the bars on either side are lower than the low of the middle bar. Local Low: Consists of three bars where the middle bar has the lowest low, while the highs of the bars on either side are higher than the high of the middle bar. This structure helps identify meaningful reversal points on the price chart. Constructing the Zigzag Line: Once the local highs and lows are determined, they are connected with lines to create a zigzag pattern. This zigzag reflects the major price swings, filtering out minor fluctuations and market noise. Medium-Term Market Structure: By analyzing the sequence of local extrema, it is possible to determine the medium-term market trend: Upward Structure: A sequence of higher highs and higher lows. Downward Structure: A sequence of lower highs and lower lows. Sideways Structure (Flat): Lack of a clear trend, where highs and lows remain approximately at the same level. This method allows traders and analysts to better understand the current market phase and make informed trading decisions. Built-in Indicator Feature: The indicator includes a built-in functionality to display Intermediate Term Highs and Lows , which are defined by filtering short-term highs and lows as described in Larry Williams' methodology. This feature is enabled by default, ensuring traders can immediately visualize key levels for support, resistance, and trend assessment. Quote from Larry Williams' Work on Intermediate Term Highs and Lows: "Now, the most interesting part! Look, if we can identify a short-term high by defining it as a day with lower highs (excluding inside days) on both sides, we can take a giant leap forward and define an intermediate term high as any short-term high with lower short-term highs on both sides. But that’s not all, because we can take it even further and say that any intermediate term high with lower intermediate term highs on both sides—you see where I’m going—forms a long-term high. For many years, I made a very good living simply by identifying these points as buy and sell signals. These points are the only valid support and resistance levels I’ve ever found. They are crucial, and the breach of these price levels provides important information about trend development and changes. Therefore, I use them for placing stop loss protection and entry methods into the market." — Larry Williams This insightful quote highlights the practical importance of identifying market highs and lows at different timeframes and underscores their role in effective trading strategies.
Pine Script™指标
由Smollet提供
Adaptive Range Scalper - KetBotAIThe Adaptive Scalper is designed to dynamically adjust entry, take-profit (TP), and stop-loss (SL) levels based on the latest market price. It combines multiple tools to provide traders with actionable insights, suitable for a range of trading styles and timeframes. How the Indicator Works Dynamic Levels: - Yellow Dotted Line: Represents the entry level, following the latest price dynamically. - Green Line: The Take Profit (TP) level, calculated as a multiple of the current price, adapts in real-time. - Red Line: The Stop Loss (SL) level, placed below the price and also dynamically adjusts. Bollinger Bands: Provides context for market volatility and potential overbought/oversold zones. Narrowing bands signal consolidation, while expanding bands indicate increased volatility. Buy and Sell Signals: Buy Signal: Triggered when the price crosses above the lower Bollinger Band. Sell Signal: Triggered when the price crosses below the upper Bollinger Band. These signals help traders time entries and exits based on momentum shifts. Risk/Reward Analysis: Visual shading shows the favorable risk/reward zone between the stop loss and take profit levels. Timeframe Suggestions Short-Term Traders (Scalping): Use on 5-minute to 15-minute charts. Focus on high-volatility periods for quick entries and exits. Intraday Traders: Ideal for 30-minute to 1-hour charts. Provides more stable signals and less noise. Swing Traders: Best suited for 4-hour or daily charts. Captures broader trends with fewer signals, allowing for larger moves. Tool Combination Volume Profile: Combine with volume-based tools to confirm key support/resistance zones around TP and SL levels. Trend Indicators: Use with Moving Averages (e.g., 20-period or 50-period) to identify the broader trend direction. Example: Only take buy signals in an uptrend and sell signals in a downtrend. Momentum Oscillators: Pair with tools like RSI or MACD to avoid entering overbought/oversold conditions. Support/Resistance Lines: Manually mark significant levels to confirm alignment with the indicator’s TP and SL zones. Useful Advice for Traders Risk Management: - Always assess the risk/reward ratio; aim for at least 1:2 (risking 1 to gain 2). - Adjust the multiplier to match your trading style (e.g., higher multiplier for swing trades, lower for scalping). Avoid Overtrading: Use the indicator in conjunction with clear rules to avoid false signals during low-volatility periods. Monitor market volatility: Pay attention to narrowing Bollinger Bands, which signal consolidations. Avoid trading until a breakout occurs. Test on Demo Accounts: Practice using the indicator on a demo account to understand its behavior across different assets and timeframes. Focus on High-Liquidity Markets: For the best results, trade highly liquid instruments like major currency pairs, gold, or stock indices. Summary The Adaptive Range Indicator dynamically adjusts to market conditions, offering clear entry and exit levels. By combining it with Bollinger Bands and other tools, traders can better navigate market trends and avoid noise. It’s versatile across multiple timeframes and assets, making it a valuable addition to any trader’s toolkit.
Pine Script™指标
由KetBotAI提供
HV-RV Oscillator by DINVESTORQ(PRABIR DAS)Description: The HV-RV Oscillator is a powerful tool designed to help traders track and compare two types of volatility measures: Historical Volatility (HV) and Realized Volatility (RV). This indicator is useful for identifying periods of market volatility and can be employed in various trading strategies. It plots both volatility measures on a normalized scale (0 to 100) to allow easy comparison and analysis. How It Works: Historical Volatility (HV): HV is calculated by taking the log returns of the closing prices and finding the standard deviation over a specified period (default is 14 periods). The value is then annualized assuming 252 trading days in a year. Realized Volatility (RV): RV is based on the True Range, which is the maximum of the current high-low range, the difference between the high and the previous close, and the difference between the low and the previous close. Like HV, the standard deviation of the True Range over a specified period is calculated and annualized. Normalization: Both HV and RV values are normalized to a 0-100 scale, making it easy to see their relative magnitude over time. The highest and lowest values within the period are used to normalize the data, which smooths out short-term volatility spikes. Smoothing: The normalized values of both HV and RV are then smoothed using a Simple Moving Average (SMA) to reduce noise and provide a clearer trend. Crossover Signals: Buy Signal : When the Normalized HV crosses above the Normalized RV, it indicates that the historical volatility is increasing relative to the realized volatility, which could be interpreted as a buy signal. Sell Signal : When the Normalized HV crosses below the Normalized RV, it suggests that the historical volatility is decreasing relative to the realized volatility, which could be seen as a sell signal. Features: Two Volatility Lines: The blue line represents Normalized HV, and the orange line represents Normalized RV. Neutral Line: A gray dashed line at the 50 level indicates a neutral state between the two volatility measures. Buy/Sell Markers: Green upward arrows are shown when the Normalized HV crosses above the Normalized RV, and red downward arrows appear when the Normalized HV crosses below the Normalized RV. Inputs: HV Period: The number of periods used to calculate Historical Volatility (default = 14). RV Period: The number of periods used to calculate Realized Volatility (default = 14). Smoothing Period: The number of periods used for smoothing the normalized values (default = 3). How to Use: This oscillator is designed for traders who want to track the relationship between Historical Volatility and Realized Volatility. Buy signals occur when HV increases relative to RV, which can indicate increased market movement or potential breakout conditions. Sell signals occur when RV is greater than HV, signaling reduced volatility or potential trend exhaustion. Example Use Cases: Breakout/Trend Strategy: Use the oscillator to identify potential periods of increased volatility (when HV crosses above RV) for breakout trades. Mean Reversion: Use the oscillator to detect periods of low volatility (when RV crosses above HV) that might signal a return to the mean or consolidation. This tool can be used on any asset class such as stocks, forex, commodities, or indices to help you make informed decisions based on the comparison of volatility measures. NOTE: FOR INTRDAY PURPOSE USE 30/7/9 AS SETTING AND FOR DAY TRADE USE 14/7/9
Pine Script™指标
由DINVESTORQ提供
Dual Bayesian For Loop [QuantAlgo]Discover the power of probabilistic investing and trading with Dual Bayesian For Loop by QuantAlgo , a cutting-edge technical indicator that brings statistical rigor to trend analysis. By merging advanced Bayesian statistics with adaptive market scanning, this tool transforms complex probability calculations into clear, actionable signals—perfect for both data-driven traders seeking statistical edge and investors who value probability-based confirmation! 🟢 Core Architecture At its heart, this indicator employs an adaptive dual-timeframe Bayesian framework with flexible scanning capabilities. It utilizes a configurable loop start parameter that lets you fine-tune how recent price action influences probability calculations. By combining adaptive scanning with short-term and long-term Bayesian probabilities, the indicator creates a sophisticated yet clear framework for trend identification that dynamically adjusts to market conditions. 🟢 Technical Foundation The indicator builds on three innovative components: Adaptive Loop Scanner: Dynamically evaluates price relationships with adjustable start points for precise control over historical analysis Bayesian Probability Engine: Transforms market movements into probability scores through statistical modeling Dual Timeframe Integration: Merges immediate market reactions with broader probability trends through custom smoothing 🟢 Key Features & Signals The Adaptive Dual Bayesian For Loop transforms complex calculations into clear visual signals: Binary probability signal displaying definitive trend direction Dynamic color-coding system for instant trend recognition Strategic L/S markers at key probability reversals Customizable bar coloring based on probability trends Comprehensive alert system for probability-based shifts 🟢 Practical Usage Tips Here's how you can get the most out of the Dual Bayesian For Loop : 1/ Setup: Add the indicator to your TradingView chart by clicking on the star icon to add it to your favorites ⭐️ Start with default source for balanced price representation Use standard length for probability calculations Begin with Loop Start at 1 for complete price analysis Start with default Loop Lookback at 70 for reliable sampling size 2/ Signal Interpretation: Monitor probability transitions across the 50% threshold (0 line) Watch for convergence of short and long-term probabilities Use L/S markers for potential trade signals Monitor bar colors for additional trend confirmation Configure alerts for significant trend crossovers and reversals, ensuring you can act on market movements promptly, even when you’re not actively monitoring the charts 🟢 Pro Tips Fine-tune loop parameters for optimal sensitivity: → Lower Loop Start (1-5) for more reactive analysis → Higher Loop Start (5-10) to filter out noise Adjust probability calculation period: → Shorter lengths (5-10) for aggressive signals → Longer lengths (15-30) for trend confirmation Strategy Enhancement: → Compare signals across multiple timeframes → Combine with volume for trade validation → Use with support/resistance levels for entry timing → Integrate other technical tools for even more comprehensive analysis
Pine Script™指标
由QuantAlgo提供
2
Mongoose Market Tracker **Mongoose Market Tracker** The **Mongoose Market Sentinel** script is a custom indicator designed to help traders identify unusual market activity that may indicate potential manipulation. This script uses dynamic volume and price action analysis to highlight areas where sudden spikes in volume or irregular candle structures occur. ### Features: - **Volume Spike Detection**: Flags areas where trading volume significantly deviates from the average, potentially signaling manipulation or abnormal market behavior. - **Wick-to-Body Ratio Analysis**: Detects candles with disproportionate wicks compared to their bodies, which may indicate price manipulation or liquidity hunting. - **Auto-Adjusting Thresholds**: Automatically optimizes detection parameters based on the selected time frame, making it suitable for both short-term and long-term analysis. - **Visual Alerts**: Highlights suspicious activity directly on the chart with clear labels and background coloring, designed for easy readability in dark mode. - **Customizable Alerts**: Allows users to set notifications for flagged events, ensuring timely awareness of potential risks. ### Intended Use: This script is a tool for monitoring market behavior and is not a standalone trading strategy. Traders should use it as a supplementary analysis tool alongside other indicators and market knowledge. Always conduct your own research and practice risk management when making trading decisions.
Pine Script™指标
由TheRealMongoose提供
RSI NarrativesDescription: The RSI Narratives script aggregates Relative Strength Index (RSI) values across multiple cryptocurrency narratives or sectors, providing an easy-to-read visual and alert system for trend reversals and overbought/oversold conditions. This tool is designed for traders looking to track sector-specific trends and compare performance across AI, DeFi, Level 1 blockchains, and more. Key Features: RSI Aggregation by Sector: Calculates average RSI for key narratives, including AI, DeFi, Level 1 blockchains, new memes, and more. Customizable RSI Settings: Adjust RSI period, line width, and label offsets for personalized analysis. Dynamic Alerts: Receive alerts when a narrative enters overbought or oversold territory, helping you act quickly on market movements. Clean Visualization: Overlay sector-specific SMA lines with distinct colors and optional labels for quick interpretation. Multi-Narrative Comparison: Analyze trends across diverse narratives to identify emerging opportunities. Parameters for Customization: RSI Period: Set the lookback period for RSI calculations (default: 14). Line Width: Adjust the thickness of plotted lines (default: 2). Label Offset: Control label placement for better chart readability. Overbought/Oversold Thresholds: Configure the RSI levels for alerts (default: 70/40). How to Use: Add the script to your TradingView chart. Customize the RSI parameters to suit your trading strategy. Monitor the plotted SMA lines to identify narrative-specific trends. Set alerts for overbought and oversold conditions to stay informed in real time. Alerts System: Alerts trigger when a narrative crosses predefined overbought or oversold levels. Text notifications suggest potential trading actions, such as selling on overbought or buying on oversold. Intended Users: This script is ideal for crypto traders, sector analysts, and market enthusiasts who want to track performance across narratives and gain actionable insights into sector rotations. Disclaimer: This script is for educational and informational purposes only. It does not constitute financial advice. Please test on historical data and practice caution when trading.
Pine Script™指标
由lolololo-提供