Quantitative TF POCThe "Quantitative TF POC" indicator is a technical analysis tool used in trading to identify the Point of Control (POC) within a specified timeframe. The POC represents the price level with the highest trading activity during a specific period and can be used by traders to make informed decisions about entry and exit points. Here’s a breakdown of its main features and functionalities:
Key Features:
Flexible Timeframe Sampling:
Allows users to define the lower timeframe for analysis. This can be adjusted to capture more granular price movements.
Customizable Sample Bins:
Users can set the number of bins (or price ranges) to analyze the distribution of price data. More bins provide a detailed view of price action.
Different POC Calculation Types:
Users can choose to calculate the POC based on either "Time" (frequency of trades at each price level) or "Volume" (actual trading volume at each price level), depending on their trading strategy.
Display Options:
The indicator offers the ability to hide "hit" POCs (those that have been traded against) or display them based on user preferences.
Customization options for line color, width, and style enhance visual clarity.
Intrabar POC:
The indicator plots the intrabar POC as a point on the chart, providing real-time insights into where price is currently accumulating the most volume or time.
Highest Volume Naked POC:
An optional feature that highlights the highest volume naked POC over a user-defined lookback period. A naked POC is one that hasn’t been revisited by price, which can signal future trading opportunities.
Dynamic Line Management:
Automatically manages the plotting of POC lines, ensuring that only a maximum of 500 lines are displayed at any time for optimal performance.
Usage:
Traders can use this indicator to identify significant price levels that may act as support or resistance. By understanding where the most trading occurs, they can make strategic decisions when entering or exiting positions. The visual representation allows for quick assessment of market conditions, making it easier to spot potential trading opportunities.
In summary, the "Quantitative TF POC" indicator provides a comprehensive and customizable approach to analyzing price action through the lens of the Point of Control, offering traders valuable insights into market dynamics.
チャートパターン
Pivotal Point Detection
The indicator highlights price gaps (overnight gaps) with significantly increased volume in the daily chart only. These price jumps can occur after earnings reports or other significant news and often point to an important event (e.g., a new product or business model). According to Jesse Livermore, these are called Pivotal Points.
The price jumps displayed by the indicator are not a guarantee that they represent a true Pivotal Point, but they provide a hint of a significant business development - especially when they occur repeatedly alongside revenue growth. This can help identify potentially strong growth stocks and high-performing investments. However, the underlying events and connections must be investigated through additional research.
make posible to find stocks like:
NYSE:PLTR NASDAQ:ROOT NASDAQ:NVDA NYSE:CVNA NYSE:LRN
A "pivotal price line" is drawn at the opening price of the Pivotal Point. This line is considered a support level. If the price falls below this line, the Pivotal Point loses its validity.
Daily DividerWhat does this script do?
The “Daily Divider” script provides a visual tool for traders who need to divide their daily charts into clear intervals and label the days of the week. This is especially useful for identifying time-based patterns or conducting technical analysis on charts with timeframes lower than a day.
Key Features:
1. Customizable Day Dividers:
• Draws vertical lines on the chart to mark the start of each new day.
• Lines are fully customizable in terms of color, style (solid, dotted, or dashed), and visibility.
2. Day Name Labels:
• Displays labels on the chart indicating the day of the week.
• Day names can be fully customized with user-defined abbreviations.
3. Advanced Customization Options:
• Adjust the color and size of the label text.
• Configure a margin to position the labels above the highest price of the day.
• Enable or disable the labels and dividers as needed.
4. Ease of Use:
• Designed for daily or lower timeframes.
• Ideal for traders operating intraday strategies, scalping, or analyzing specific intra-day movements.
How does it work?
• Detects day changes using the built-in dayofweek function.
• Draws a vertical line on the chart when a new day is detected.
• Uses labels to display the day name with a clean and clear design, automatically positioned above the highest price.
Why is it useful?
• Enhances visual clarity on intraday charts by separating trading days.
• Helps traders quickly identify time-based patterns or recurring events associated with specific days of the week.
• Increases customization to fit individual trading styles and preferences.
Practical Use Case:
An intraday trader can use this script to divide the chart into days and observe how the price of an asset evolves on specific days, such as Mondays or Fridays. Additionally, with labels, it becomes easy to correlate these movements with weekly recurring events.
MultiSector Performance Tracker [LuxAlgo]The MultiSector Performance Tracker tool shows the overall performance of different crypto market sectors within a selected time frame, overlaid on a single chart for easy comparison.
Users can customize the time frame to suit their specific needs, whether daily, weekly, monthly, or yearly.
🔶 USAGE
The tool displays the performance of up to 6 crypto sectors within a selected time period, such as each day, week, month or year, or from the beginning of the year for any of the last 4 years.
The sectors and tickers within each sector are as follows:
Layer 1: CRYPTOCAP:ETH CRYPTOCAP:SOL CRYPTOCAP:TON
Layer 2: SEED_DONKEYDAN_MARKET_CAP:MATIC TSX:MNT AMEX:ARB
CEX: CRYPTOCAP:BNB CRYPTOCAP:OKB NYSE:BGB
DEX: CRYPTOCAP:UNI LSE:JUP CRYPTOCAP:RUNE
AI: CRYPTOCAP:NEAR GETTEX:TAO CRYPTOCAP:ICP
Ethereum Memes: CRYPTOCAP:PEPE CRYPTOCAP:SHIB CRYPTOCAP:FLOKI
Traders can compare the relative performance of a custom ticker against the sector of their choice and view the average of all sectors.
The tool is fully customizable, allowing traders to enable or disable any of the features or sectors.
🔹 Dashboard
The tool also displays the data in an ascending or descending sector performance dashboard, allowing traders to see at a glance which sectors are overperforming or underperforming.
Other dashboard features include custom ticker vs. sector comparison and sectors average, and traders can choose the location and size of the dashboard.
🔶 SETTINGS
Period: View all data by time period, daily, weekly, etc. Or view data from last year, last 2 years, etc.
Relative Performance Against: Enable/Disable relative performance comparison against a sector.
Use chart ticker: Enable the use of the chart ticker or a custom ticker for relative performance comparison.
🔹 Dashboard
Show Dashboard: Enable / disable Dashboard display.
Order: Choose between ascending and descending order.
Position: Selection of dashboard location.
Size: Selection of dashboard size.
🔹 Style
Show Sectors Labels: Enable / disable sector labels
Layer 1: Enable / disable Layer 1 sector
Layer 2: Enable / disable Layer 2 sector
CEX: Enable / disable CEX sector
DEX: Enable / disable DEX sector
AI: Enable / disable AI sector
Ethereum Memes: Enable / disable Ethereum Memes sector
Average: Enable / disable sectors average display
Custom Ticker: Enable / disable custom ticker display
LiquidFusion SignalPro [CHE] LiquidFusion SignalPro – Indicator Overview
The LiquidFusion SignalPro is a powerful and sophisticated TradingView indicator designed to identify high-quality trade entries and exits. By combining seven unique sub-indicators, it provides comprehensive market analysis, ensuring traders can make informed decisions. This tool is suitable for all market conditions and supports customization to fit individual trading strategies.
Key Components (Sub-Indicators):
1. RPM (Relative Price Momentum):
- Measures cumulative price momentum over a specified period.
- Provides insights into price strength and directional bias.
- Input Customization:
- Source: Data for momentum calculation.
- Period: Length for momentum measurement.
- Resolution: Timeframe for data fetching.
2. BBO (Bull-Bear Oscillator):
- Calculates the strength of bullish or bearish momentum based on price movement and RSI conditions.
- Uses a super-smoothing technique for reliable signals.
- Customizable parameters include the oscillator's period and repainting options.
3. MACD (Moving Average Convergence Divergence):
- A classic momentum indicator for trend direction and strength.
- Provides buy/sell signals based on the crossover of the MACD line and signal line.
- Input Customization:
- Fast/Slow EMA Periods.
- Signal Line Period.
- Resolution and Source Data.
4. RSI (Relative Strength Index):
- Tracks overbought and oversold conditions.
- A key tool to validate trend continuation or reversals.
- Customizable period, resolution, and source.
5. CCI (Commodity Channel Index):
- Measures the deviation of price from its average.
- Useful for identifying cyclical trends.
- Input Customization includes period, resolution, and source.
6. Stochastic Oscillator:
- Indicates momentum by comparing closing prices to a range of highs and lows.
- Includes smoothing factors for %K and %D lines.
- Customizable parameters:
- %K Length and Smoothing.
- Resolution and Repainting Options.
7. Supertrend:
- A trailing stop-and-reverse system for trend-following strategies.
- Excellent for identifying strong trends and potential reversals.
- Inputs include the multiplier factor and period for ATR-like calculations.
Inputs Overview:
The indicator supports extensive customization for each sub-indicator, grouped under intuitive categories:
- Color Settings: Define bullish and bearish plot colors.
- RPM, BBO, MACD, RSI, CCI, Stochastic, and Supertrend Settings: Tailor each sub-indicator's behavior with adjustable parameters.
- UI Options: Toggle features such as bar coloring, indicator names, and plotted candles.
Trade Signals:
- Long Signal:
- All indicators align in a bullish state:
- RPM > 0, MACD > 0, RSI > 50, Stochastic > 50, CCI > 0, BBO > 0, Supertrend below price.
- Plot: Green triangle below the candle.
- Alert: Notifies the trader of a potential long entry.
- Short Signal:
- All indicators align in a bearish state:
- RPM < 0, MACD < 0, RSI < 50, Stochastic < 50, CCI < 0, BBO < 0, Supertrend above price.
- Plot: Red triangle above the candle.
- Alert: Notifies the trader of a potential short entry.
Features:
- Enhanced Visuals: Plots sub-indicator statuses using labels and color-coded shapes for clarity.
- Alerts: Integrated alert conditions for both long and short trades.
- Bar Coloring: Provides overall trend bias with green (bullish), red (bearish), or gray (neutral) bars.
- Customizable Table: Displays the indicator's status in the chart’s top-right corner.
Trading Benefits:
The LiquidFusion SignalPro excels in generating high-quality entries and exits by:
- Reducing noise through multiple indicator alignment.
- Supporting multiple timeframes and resolutions for flexibility.
- Offering customizable inputs for personalized trading strategies.
Use this tool to enhance your market analysis and improve your trading performance.
Disclaimer:
The content provided, including all code and materials, is strictly for educational and informational purposes only. It is not intended as, and should not be interpreted as, financial advice, a recommendation to buy or sell any financial instrument, or an offer of any financial product or service. All strategies, tools, and examples discussed are provided for illustrative purposes to demonstrate coding techniques and the functionality of Pine Script within a trading context.
Any results from strategies or tools provided are hypothetical, and past performance is not indicative of future results. Trading and investing involve high risk, including the potential loss of principal, and may not be suitable for all individuals. Before making any trading decisions, please consult with a qualified financial professional to understand the risks involved.
By using this script, you acknowledge and agree that any trading decisions are made solely at your discretion and risk.
This indicator is inspired by the Super 6x Indicators: RSI, MACD, Stochastic, Loxxer, CCI, and Velocity . A special thanks to Loxx for their relentless effort, creativity, and contributions to the TradingView community, which served as a foundation for this work.
Happy trading and best regards
Chervolino
Supply and Demand [tambangEA]Supply and Demand Indicator Overview
The Supply and Demand indicator on TradingView is a technical tool designed to help traders identify areas of significant buying and selling pressure in the market. By identifying zones where price is likely to react, it helps traders pinpoint key support and resistance levels based on the concepts of supply and demand. This indicator plots zones using four distinct types of market structures:
1. Rally-Base-Rally (RBR) : This structure represents a bullish continuation zone. It occurs when the price rallies (increases), forms a base (consolidates), and then rallies again. The base represents a period where buying interest builds up before the continuation of the upward movement. This zone can act as support, where buyers may step back in if the price revisits the area.
2. Drop-Base-Rally (DBR) : This structure marks a bullish reversal zone. It forms when the price drops, creates a base, and then rallies. The base indicates a potential exhaustion of selling pressure and a build-up of buying interest. When price revisits this zone, it may act as support, signaling a buying opportunity.
3. Rally-Base-Drop (RBD) : This structure signifies a bearish reversal zone. Here, the price rallies, consolidates into a base, and then drops. The base indicates a temporary balance before sellers overpower buyers. If price returns to this zone, it may act as resistance, with selling interest potentially re-emerging.
4. Drop-Base-Drop (DBD) : This structure is a bearish continuation zone. It occurs when the price drops, forms a base, and then continues dropping. This base reflects a pause before further downward movement. The zone may act as resistance, with sellers possibly stepping back in if the price revisits the area.
Features of Supply and Demand Indicator
Automatic Zone Detection : The indicator automatically identifies and plots RBR, DBR, RBD, and DBD zones on the chart, making it easier to see potential supply and demand areas.
Customizable Settings : Users can typically adjust the color and transparency of the zones, time frames for analysis, and zone persistence to suit different trading styles.
Visual Alerts : Many versions include alert functionalities, notifying users when price approaches a plotted supply or demand zone.
How to Use Supply and Demand in Trading
Identify High-Probability Reversal Zones : Look for DBR and RBD zones to identify potential areas where price may reverse direction.
Trade Continuations with RBR and DBD Zones : These zones can indicate strong trends, suggesting that price may continue in the same direction.
Combine with Other Indicators: Use it alongside trend indicators, volume analysis, or price action strategies to confirm potential trade entries and exits.
This indicator is particularly useful for swing and day traders who rely on price reaction zones for entering and exiting trades.
Historical Price Levels: Week, Month, QuarterDescription:
The Historical Highs and Lows: Weekly, Monthly, Quarterly Levels indicator is designed to mark significant price levels based on the highest and lowest prices within specific historical time periods. This indicator provides insights into key price points from multiple timeframes: weekly, monthly, and quarterly. It is ideal for traders who want to monitor and analyze the critical support and resistance levels that may influence price movement.
This indicator draws horizontal lines from the highest and lowest price points of past weeks, months, and quarters, extending 10 candles into the future from these critical price levels. The indicator also provides labels to mark each of these levels, making it easy to identify important turning points in the price chart.
Key Features:
Historical Highs and Lows: The indicator marks the highest and lowest prices for each specified period—weekly, monthly, and quarterly—up to the last closed week, month, or quarter.
Dynamic Lines: The lines are drawn from the historical high/low points and extended to the right by 10 candles, representing potential future price levels of interest.
Labels: The indicator provides labels such as "Week X High", "Month X Low", and "Quarter X High", placed on the right side of the chart to highlight each significant level.
Customizable: Users can adjust the appearance of the lines, including the line style and color, to match their preferences.
Multi-Timeframe Support: The indicator works across all timeframes, ensuring that users can view relevant historical levels regardless of their chart's resolution.
How to Use:
Support and Resistance: The high and low levels marked by this indicator can act as key support and resistance zones. Price action may reverse when it approaches these levels, as they represent significant price points where the market has reversed in the past.
Reversal Points: Price often reacts strongly when it reaches these historical highs or lows. Traders can use these levels to anticipate potential reversals or breakouts.
Market Analysis: By identifying the key high and low points of different timeframes, traders can gain a deeper understanding of the market’s past behavior and use this information to make more informed trading decisions.
Usage Strategy:
Price Reversals: When price approaches one of the historical high or low levels, watch for signs of reversal, such as candlestick patterns (e.g., Doji, Engulfing) or other technical indicators (e.g., RSI, MACD). These levels often act as strong barriers, and price can reverse at these points.
Breakouts: If the price breaks through these levels, it could signal the beginning of a new trend. For example, a breakout above a historical high may suggest bullish momentum, while a breakdown below a historical low may indicate a bearish trend.
Conclusion:
The Historical Highs and Lows: Weekly, Monthly, Quarterly Levels indicator is a powerful tool for traders looking to understand and monitor key price levels. By identifying significant price points from multiple timeframes, traders can use this information to predict potential price reversals or breakouts. Given the nature of these levels, price often reacts near them, providing valuable opportunities for entry and exit points.
Large Candle Marker (Threshold in Cents)This indicator, Large Candle Marker, identifies and marks candles that exceed a specified size threshold. The size can be based on either the candle's body (difference between open and close) or the total range (difference between high and low). The threshold is entered in cents for easy configuration, and the indicator highlights these significant candles directly on the chart with a orange flag. It's perfect for spotting momentum or volatility in price movements. I use it to not enter trades after a large candle.
// INSTRUCTIONS:
// 1. Input the desired candle size threshold in cents in the settings menu.
// - For example, enter "30" for 30 cents or "50" for 50 cents.
// 2. Choose the size type:
// - Select "True" to use the candle body size (difference between open and close).
// - Select "False" to use the total range size (difference between high and low).
// 3. The script will mark candles exceeding the threshold with a red marker above the candle.
// 4. Apply this indicator to any chart to identify significant candles based on the threshold.
Pin Bar with Adaptive Zones and Price LevelsThis indicator is designed to simplify the identification and analysis of pin bar formations (commonly called "tail bars"), offering traders an adaptable and efficient tool for market insights. With added visual and numerical precision, it aids in spotting potential trade setups with clarity.
Key Features:
Dynamic Pin Bar Detection:
Highlights bullish pin bars with a customizable color (default: white).
Highlights bearish pin bars with a customizable color (default: yellow).
Price-Level Zones for Clarity:
Automatically draws a zone from the high to the low of each pin bar.
Displays the highest and lowest prices for the pin bar within the zone, making it easy to visualize potential entry, exit, or stop-loss levels.
Customizable Display Options:
Toggle visibility for bullish and bearish pin bars independently.
Option to enable or disable zones for a cleaner chart view.
Fully Adjustable Aesthetics:
Customize the colors, zone styles, and text display to suit your personal preferences or chart theme.
Purpose:
This indicator enhances chart analysis by combining pattern recognition with actionable visual and numerical data. By focusing on customizable zones and price levels, traders can efficiently identify key areas of interest and refine their strategies for better trade execution.
How It Adds Value:
Unique Utility: The inclusion of zones showing the pin bar's highest and lowest prices adds practical value, as traders can immediately see potential entry and exit prices without manually inspecting the bar.
Adaptable Features: With options to customize and toggle elements, the indicator caters to both minimalists and detailed-focused traders.
Precision in Trade Execution: The visual clarity provided by the zones supports more precise placement of entries, exits, and stop-losses, making it highly useful for both discretionary and systematic traders.
RSI Instant DivergenceThis script detects RSI divergence—a common signal indicating potential trend reversals. It compares price action and RSI behavior to identify two types of divergences:
1- Bearish Divergence (Sell Signal):
Occurs when the price forms a higher high while RSI drops (weaker momentum).
A label appears above the candle, and an alert is triggered: "Divergence: Sell Signal."
2 -Bullish Divergence (Buy Signal):
Occurs when the price makes a lower low while RSI rises (stronger momentum).
A label appears below the candle, and an alert is triggered: "Divergence: Buy Signal."
The labels are color-coded (orange for sell, blue for buy) and include detailed RSI and price info in a tooltip. Alerts help you act immediately when divergence is detected.
This tool is perfect for spotting potential trend reversals and refining your entry/exit strategy. Let me know if you'd like to customize it further! 😊
Tooltip Feature: Each label includes a tooltip with precise RSI and price details (current and previous values) as well as the percentage change in RSI, giving you deeper insight into the divergence. This tool is great for identifying trend reversal points and includes visual labels, tooltips, and alerts to make real-time trading decisions easier. Let me know if you’d like adjustments!
Dynamic Horizontal Lines
Gann levels (squares of 9) have multiple levels. Adding lines at all these levels would add too much noise on the chart.
This indicator adds horizontal lines as per the Gann levels (Squares of 9) closest to the days close.
The current indicator add horizontal lines at the Gann level closest to the days close. It also adds 4 lines above & below the closest Gann level
I have considered Gann levels from 1 to 10000. You can append the Gann levels based on your requirements.
Market Open Range Breakaway v1.2Script Name: Market Open Range Breakaway 1.2
This TradingView script, "Market Open Range Breakaway," highlights the market's opening range for a user-selected day of the week. It calculates the high and low prices during a specified period after the market opens, plots these levels, and tracks the opening price. The script dynamically adjusts for time zones and only displays data during market hours on the chosen day, with optional background shading for the defined range period.
Purpose: Identifies and highlights the market's opening range for a selected day of the week.
Features: Calculates and plots the high, low, and open price during the market's opening range.
Configurable range duration (e.g., 15, 30, or 60 minutes).
Automatically adjusts for different time zones.
Displays levels only during market hours on the target day.
Optional background shading for the opening range.
Inputs: Target day of the week.
Opening range duration.
Use Case: Ideal for traders looking to analyze breakout levels or price movements around the opening range.
Aligned Highs and Lows (0.25% Error, 3+ Required)This indicator shows when three or more bars in a row have the same end as the previous start within a 0.25% range. This helps identify when there is a possible accumulation or an attempt to break a support or resistance level from an order block.
BUY/SELL Timeframe ContinuityTime frame continuity refers to the alignment of price trends across multiple time frames. This means that the price movement is showing a consistent trend (either up or down) on various timeframes, like the 5-minute, 30-minute, hourly, and daily charts.
Why is it important?
Confirms Trend Strength: When multiple timeframes align, it indicates a strong and sustained trend.
Risk Management: Trading in the direction of the aligned trend can reduce risk.
This indicator checks if the current price of a selected timeframe is above or below its opening price. A buy/sell signal appears the second all bullish timeframes align (buy) or all bearish timeframes align. You can choose to paint the candles when the buy/sell conditions happen. You can select up to 10 different timeframes.
NOTE: With this indicator I prefer timeframes 15m, 30m, 1H, 4H, D, 5D, W - Together these timeframes are great for short-term trends on any stock.
Roman's Ranges(GOLD FUTURES)This indicator provides the user with Gold Future's previous day’s range and how long it took for the price to reach its first extreme for the day. This information is used to predict the most probable daily direction trend and estimate how long you should expect to hold your winning trade. The distance and time are based on the market open candle (6:30 am). It measures from the retracement wick of the candle to the last 5m close of the day’s first extreme low or high point. It also includes that distance in pts.
Previous market data does not guarantee future results, however, you can leverage the knowledge of the previous day’s ranges to set reasonable take profit levels and when your target is not met automatically, you know how long it took on the previous day to reach the day’s first low/high. If you are nearing that amount of time and your trade is not as profitable as expected, it is easier to get out with less profits using this estimated time rather than hoping the market closes in your favor.
Markets go through cycles and it can be difficult to trade them all if you have a fault expectation how how far the price is expected to move. Price tends to deviate slowly from the average ranges slightly day after day, but you can expect an average range to prevail throughout the week +/- 3 points. It can be very easy to be stuck on 5-point take-profit levels that you don’t pay attention to the average range being twice or three times that distance. The same can be said for the opposite scenario with having higher profit expectations than reasonably possible.
This indicator and my statements are not financial advice. This is meant for educational purposes only.
Candlestick Pattern ScannerCandlestick Pattern Scanner
This indicator identifies popular candlestick patterns on the chart and provides visual and alert-based support for traders. Based on technical analysis, it provides insights into potential trend reversals or continuation signals in price action. The following patterns are detected and marked:
1. Bullish Engulfing
Definition: Considered a strong bullish signal. A small red candle is followed by a large green candle that completely engulfs the previous one.
Chart Display: Marked with a green arrow below the price bar.
Alert Message: "Bullish Engulfing Pattern Detected!"
2. Bearish Engulfing
Definition: Considered a strong bearish signal. A small green candle is followed by a large red candle that completely engulfs the previous one.
Chart Display: Marked with a red arrow above the price bar.
Alert Message: "Bearish Engulfing Pattern Detected!"
3. Doji
Definition: Indicates indecision in the market. The candlestick has an opening and closing price that are almost the same, forming a very small body.
Chart Display: Marked with a blue triangle below the price bar.
Alert Message: "Doji Pattern Detected!"
4. Hammer
Definition: Can signal a strong bullish reversal. It has a long lower shadow and a small body, often appearing at the end of a downtrend.
Chart Display: Marked with an orange triangle below the price bar.
Alert Message: "Hammer Pattern Detected!"
5. Shooting Star
Definition: Can signal a strong bearish reversal. It has a long upper shadow and a small body, often appearing at the end of an uptrend.
Chart Display: Marked with a purple triangle above the price bar.
Alert Message: "Shooting Star Pattern Detected!"
Features:
Visual Support: Patterns are clearly marked on the chart using distinct shapes (arrows and triangles).
Alerts: Receive real-time notifications through TradingView’s alert system when a pattern is detected.
Versatility: Useful for identifying both trend reversals and continuation signals.
User-Friendly: Patterns are easily distinguishable with unique color coding.
Purpose:
This indicator helps traders identify potential reversal points or strong trend beginnings in price action. It can be used as a supportive tool in scalping, swing trading, or long-term investment strategies.
Perfect MACD Overview
This script is an advanced implementation of the Moving Average Convergence Divergence (MACD) indicator, enhanced with adaptive features, reinforcement learning concepts, and improved trend detection mechanisms. It aims to provide a more responsive and dynamic tool for technical analysis by adjusting its parameters based on current market conditions.
Key Components
Inputs and Parameters:
Lookback Periods: Defines the periods for volatility calculations.
Weighting Factors: Base values for momentum, volatility, and volume influences.
MACD Parameters: Initial fast and slow lengths, and signal smoothing period.
Reinforcement Learning Parameters: Learning rate, memory factor, reward threshold, and decay factor.
Simulation Parameters: Number of simulations and history depth for Monte Carlo simulation.
Feature Extraction:
Rate of Change (ROC): Measures the percentage change in price over a specified period.
Average True Range (ATR): Calculates market volatility.
Trend Detection using ADX:
Average Directional Index (ADX): Assesses the strength of a trend.
Volume Analysis: Compares short-term and long-term volume to detect high-volume periods.
Market State Determination: Categorizes the market as "Trending Strong," "Trending," "High Volume," or "Range Bound" based on ADX and volume.
Adaptive Weight Adjustments:
Modifies weighting factors for momentum, volatility, and volume based on the current market state to enhance responsiveness.
Adaptive Learning Rate:
Adjusts the learning rate dynamically based on the ratio of short-term to long-term volatility.
Reinforcement Learning:
Error Calculation: Computes the difference between the predicted and actual MACD values.
Reward System: Applies a reward mechanism to fine-tune MACD lengths, aiming to minimize prediction error.
Monte Carlo Simulation:
Simulates future returns using historical data to predict potential price movements.
Uses the Box-Muller transform to generate random values assuming a normal distribution.
MACD Length Adjustment:
Adjusts the fast and slow lengths of the MACD based on simulated returns and reinforcement learning outcomes.
MACD Calculation:
Calculates both the standard MACD and the adaptive MACD using the adjusted lengths.
Signal Reinforcement:
Enhances the MACD signal by incorporating volatility and volume-based reinforcements.
Applies an adaptive memory factor to balance the influence of new information against historical data.
Plotting:
Plots the adaptive MACD line, signal line, and histogram.
Uses background colors to indicate the current market state for visual emphasis.
Usage
Customization: Users can adjust input parameters to suit different assets and timeframes.
Interpretation:
Adaptive MACD Line and Signal Line: Used similarly to the traditional MACD but adapt to market conditions.
Histogram: Represents the difference between the MACD line and the signal line, indicating momentum.
Background Colors: Provide a visual cue of the market state, helping users make informed decisions.
XAUUSD Trend Strategy### Description of the XAUUSD Trading Strategy with Pine Script
This strategy is designed to trade gold (**XAUUSD**) using proven technical analysis principles. It combines key indicators such as **Exponential Moving Averages (EMA)**, the **Relative Strength Index (RSI)**, and **Bollinger Bands** to identify trading opportunities in trending market conditions.
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#### Objective:
To maximize profits by identifying trend-aligned entry points while minimizing risks through well-defined Stop Loss and Take Profit levels.
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### How It Works
1. **Indicators Used:**
- **Exponential Moving Averages (EMA):** Tracks short-term and long-term trends to confirm market direction.
- **Relative Strength Index (RSI):** Detects overbought or oversold conditions for potential reversals or trend continuation.
- **Bollinger Bands:** Measures volatility to identify breakout or reversion points.
2. **Entry Rules:**
- **Long (Buy):** Triggered when:
- The short-term EMA crosses above the long-term EMA (bullish trend confirmation).
- RSI exits oversold territory (<30), signaling buying momentum.
- The price breaks above the upper Bollinger Band, indicating a strong trend.
- **Short (Sell):** Triggered when:
- The short-term EMA crosses below the long-term EMA (bearish trend confirmation).
- RSI exits overbought territory (>70), signaling selling momentum.
- The price breaks below the lower Bollinger Band, indicating a strong downtrend.
3. **Risk Management:**
- **Stop Loss:** Automatically calculated based on a percentage of equity risk (customizable via inputs).
- **Take Profit:** Defined using a risk-to-reward ratio, ensuring consistent profitability when trades succeed.
4. **Visualization:**
- The chart displays the EMAs, Bollinger Bands, and entry/exit points for clear analysis.
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### Key Features:
- **Customizable Parameters:** You can adjust EMAs, RSI thresholds, Bollinger Band settings, and risk levels to suit your trading style.
- **Alerts:** Automatic alerts for potential trade setups.
- **Backtesting-Ready:** Easily test historical performance on TradingView.
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This strategy is ideal for gold traders looking for a systematic, rule-based approach to trading trends with minimal emotional interference.
Previous High and Low Count with Probabilities + Risk On/Off1. Purpose of the Script:
This trading script combines two important concepts:
Previous High and Low Count: It tracks whether the current price exceeds the previous day’s high or low and calculates probabilities for the next price movement (up or down).
Risk On / Risk Off Indicator: It evaluates market sentiment through various indicators (such as the Fear & Greed Index, VIX, and others) and shows whether the market is in a risk-on or risk-off state. This information impacts the probabilities of price movement.
2. How it Works:
Previous High and Low:
The script tracks how often the price exceeds the previous day’s high or low and calculates the probability of an upward or downward movement based on that. This gives you an idea of how often the market reacts at the previous day's high or low.
Risk On / Risk Off:
Based on various market factors (Fear & Greed Index, VIX, Put-Call Ratio, etc.), the script calculates the Risk On or Risk Off state.
In Risk On, the probability of an upward movement increases, and the probability of a downward movement decreases. In Risk Off, it’s the opposite.
Adjusted Probabilities:
The probabilities for an Up or Down movement are adjusted based on the current Risk On / Risk Off state. In a Risk On environment, the probability for an upward move increases, while in a Risk Off environment, the probability for a downward move increases.
3. How to Use the Script:
Add the Script in TradingView:
TradingView:
Click on "Add to Chart" to apply the script to your chart.
Manual Input of Indicators:
For the Fear & Greed Index, VIX, and other indicators, you need to manually enter the current values. You can get these values from various publicly available sources:
Fear & Greed Index: CNN Fear & Greed Index
VIX (Volatility Index): VIX Index
Other indicators like Put-Call Ratio, Bitcoin Volatility, Oil Prices, and US Dollar Index can also be manually inputted, and they can be found on finance websites like Yahoo Finance, MarketWatch, and Bloomberg.
Observe the Colors and Symbols:
If the market is in a Risk On state, the background will turn green, and a green triangle will appear below the candle.
If the market is in a Risk Off state, the background will turn red, and a red triangle will appear above the candle.
Track the Probabilities:
A label will appear on the chart showing the calculated probabilities for Up and Down movements. These probabilities are adjusted based on the current market state (Risk On/Off).
4. Meaning of the Probabilities:
Up Probability: Indicates the probability that the price will rise.
Down Probability: Indicates the probability that the price will fall.
The probabilities are dynamic and adjust based on the Risk On / Risk Off state, helping you make better decisions based on the current market conditions.
Custom Zig Zag with Absolute Price DifferenceThis Zig-Zag indicator visualizes the price movements of a financial instrument and highlights the relevant turning points (pivots) where the price has undergone a significant change. It uses a deviation threshold to mark only substantial movements and ignore minor fluctuations.
The input parameters allow the user to customize the indicator:
Deviation (%): Defines the minimum percentage deviation required to mark a turning point.
Depth: Specifies how many periods before and after a pivot are considered to determine whether it is a real high or low.
Line Color: Allows the user to change the color of the lines that connect the pivots.
Extend to Last Bar: If enabled, extends the last lines to the current bar.
Display Absolute Price Difference: If enabled, the indicator shows the absolute price difference between the current pivot and the previous one.
Label Size: Allows adjusting the font size of the displayed labels.
The logic of the indicator is based on calculating pivots (highs and lows) using price movements. The indicator then tracks the changes between successive pivots and represents them as lines. When the price shows a significant difference from the last pivot (measured in percentage), a line is drawn, and a label displaying the price difference is shown.
Additionally, the indicator uses the calc_dev function to compute the price deviation between the last pivot and the current price. This provides users with a clear visualization of price changes, helping to identify larger price movements.
Support, Resistance & OHLCUPDATE:
This Pine Script code is an indicator for TradingView that displays support, resistance, and OHLC (Open, High, Low, Close) data across various timeframes. The code is divided into two main sections: Support/Resistance and OHLC Data.
Support and Resistance:
Logic for Support and Resistance: The indicator draws support and resistance lines after 4 consecutive candles without forming new lows (for support) or new highs (for resistance). This means that a support or resistance level is created after 4 candles that don't set new extremes.
Support: When the last 3 candles have lower lows, and the current candle forms a higher low, the support level is set.
Resistance: When the last 3 candles have higher highs, and the current candle forms a lower high, the resistance level is set.
Drawing the Lines and Labels:
Once the support or resistance level is determined, a horizontal line is drawn that extends left and right from the candle.
Additionally, labels for support and resistance are shown if the corresponding settings are enabled. These labels appear at a distance from the line and display the current support or resistance value.
Deleting the Lines:
If the price falls below the support level or rises above the resistance level, the respective line is deleted. This means that the market has breached the support or resistance level, making the line invalid.
When the support or resistance line is breached, alerts can be triggered to notify the trader.
Alerts:
The script provides options to set alerts when a support or resistance line is created or broken. These alerts notify the trader when the price reaches an important level.
OHLC Data:
The code allows the display of the high, low, close, and open values of the last candles across different timeframes (hourly, daily, weekly, monthly).
Settings:
Options are available to show these values for the respective timeframes.
The user can also adjust the size of the labels.
Visualization: The indicator plots lines for the high, low, and close values for each timeframe and places labels showing the respective values.
In summary, the indicator provides a detailed view of support and resistance levels, which are based on a 4-candle logic, and displays important OHLC values across different timeframes. The indicator also allows setting alerts for specific price levels, so traders can quickly react to market movements.
Multi-Symbol Scanner: Advanced EMA-RSI-Volume Strategy# Multi-Symbol Tech Stock Scanner: Advanced EMA-RSI-Volume Strategy
## Technical Analysis Methodology
This scanner implements a sophisticated multi-timeframe analysis approach combining three key technical elements:
### 1. Dual EMA System (Primary Trend Detection)
- **Long-term EMA (820 periods)**: Acts as the primary trend identifier
- Chosen specifically for tech stocks' longer-term price waves
- Helps filter out minor market noise while capturing major trend changes
- 820 periods approximately represents 3.2 years of trading days
- **Medium-term EMA (320 periods)**: Serves as trend confirmation
- Approximately 1.25 years of trading data
- Provides earlier entry signals while maintaining trend reliability
- Helps identify potential trend reversals before the major trend shift
### 2. Volume Analysis Component
The script employs a dynamic volume analysis system:
- Calculates 20-period moving average of volume as baseline
- Requires 1.5x surge above baseline for signal confirmation
- Volume surge requirement helps filter out weak moves and potential false breakouts
- Different from standard volume indicators as it uses adaptive thresholds
### 3. RSI Momentum Filter
Implements a specialized RSI configuration:
- 14-period RSI with dynamic overbought/oversold levels
- Oversold threshold: 30 (customizable)
- Overbought threshold: 70 (customizable)
- Used as a confirmation tool rather than primary signal generator
## Signal Generation Logic
### Buy Signal Requirements
1. Price must cross above 820 EMA (PRIMARY CONDITION)
2. Current price must be above 320 EMA (CONFIRMATION)
3. RSI must be above 30 but below 70 (MOMENTUM CHECK)
4. Volume must be 1.5x above 20-period average (STRENGTH VALIDATION)
### Sell Signal Requirements
1. Price must cross below 820 EMA (PRIMARY CONDITION)
2. Current price must be below 320 EMA (CONFIRMATION)
3. RSI must be above 30 but below 70 (MOMENTUM CHECK)
4. Volume must be 1.5x above 20-period average (STRENGTH VALIDATION)
## Risk Management Integration
The script automatically calculates key risk levels based on volatility:
1. **Stop Loss Calculation**:
- Default: 2% below entry for buys
- Dynamically adjusted based on price point
- Can be modified through input parameters
2. **Take Profit Targets**:
- Primary target: 6% above entry (3:1 reward-risk ratio)
- Based on historical tech stock movement patterns
- Adjustable through input parameters
## Multi-Symbol Implementation
The scanner monitors 6 symbols simultaneously using:
- Separate security calls for each data point
- Optimized data requests to prevent overload
- Individual signal processing for each symbol
- Synchronized alert generation system
## Technical Implementation Details
1. **Data Processing**:
```
- Security data requests on 10-minute timeframe
- Individual EMA calculations per symbol
- Separate volume analysis threads
- RSI calculations with standard deviation normalization
```
2. **Signal Processing**:
```
- Cross-verification of all conditions
- Time-based signal validation
- Volume surge confirmation
- Trend alignment check
```
3. **Alert System**:
```
- Bar-close confirmation required
- Multi-condition validation
- Detailed price level inclusion
- Risk parameter integration
```
## Optimization Features
1. **Memory Usage**:
- Optimized security calls
- Efficient data structure
- Reduced redundant calculations
2. **Processing Efficiency**:
- Single-pass data analysis
- Combined indicator calculations
- Streamlined alert generation
## Practical Application
The system is designed for:
1. Swing Trading (primary use)
2. Position Trading (secondary use)
3. Technical Breakout Trading
Optimal timeframes:
- Primary: 4H charts
- Secondary: Daily charts
- Verification: 1H charts
## Default Configuration
The scanner is preset to monitor key tech stocks:
- TSLA: High-volatility tech leader
- NVDA: Semiconductor sector benchmark
- AVGO: Stable tech infrastructure
- TSM: Global chip manufacturer
- META: Social media sector leader
- AMZN: E-commerce/Cloud computing leader
Each symbol can be modified through input parameters.
## Version Information
- Current Version: 1.3
- Last Updated: November 2024
- Compatibility: TradingView Pro/Pro+/Premium
## Limitations & Considerations
- Limited to 6 symbols due to TradingView security request limits
- Requires consistent market volume for optimal performance
- Best suited for liquid stocks with significant daily volume
- May need parameter adjustments during extreme market conditions
Eagle-Inspired - AYNETOverview of the Code:
Parameters for Customization:
Wing Span: Horizontal distance (in bars) of the wings.
Wing Height: Vertical height (in price units) of the wings.
Body Height: Vertical size of the central "body" rectangle.
Colors: Separate colors for wings and the body.
Center Point:
The center of the logo is dynamically tied to the current bar (bar_index) and price (close).
Design Components:
Wings: Two angled lines for the left and right wings.
Body: A rectangular shape approximated using four lines.
Dynamic Adjustments:
The size and proportions of the wings and body can be adjusted via user inputs.
Key Features:
Visual Elements: Creates a logo-like shape directly on the chart.
Customizable: Adjust the size, position, and colors of the wings and body.
Dynamic: Updates its position based on the latest bar and price.
This script provides a minimalist symbolic eagle design and can be used to visually overlay the chart with basic graphical elements. Let me know if you need further adjustments! 😊
