[2024] Inverted Yield CurveInverted Yield Curve Indicator
Overview:
The Inverted Yield Curve Indicator is a powerful tool designed to monitor and analyze the yield spread between the 10-year and 2-year US Treasury rates. This indicator helps traders and investors identify periods of yield curve inversion, which historically have been reliable predictors of economic recessions.
Key Features:
Yield Spread Calculation: Accurately calculates the spread between the 10-year and 2-year Treasury yields.
Visual Representation: Plots the yield spread on the chart, with clear visualization of positive and negative spreads.
Inversion Highlighting: Background shading highlights periods where the yield curve is inverted (negative spread), making it easy to spot critical economic signals.
Alerts: Customizable alerts notify users when the yield curve inverts, allowing timely decision-making.
Customizable Yield Plots: Users can choose to display the individual 2-year and 10-year yields for detailed analysis.
How It Works:
Data Sources: Utilizes the Federal Reserve Economic Data (FRED) for fetching the 2-year and 10-year Treasury yield rates.
Spread Calculation: The script calculates the difference between the 10-year and 2-year yields.
Visualization: The spread is plotted as a blue line, with a grey zero line for reference. When the spread turns negative, the background turns red to indicate an inversion.
Customizable Plots: Users can enable or disable the display of individual 2-year and 10-year yields through simple input options.
Usage:
Economic Analysis: Use this indicator to anticipate potential economic downturns by monitoring yield curve inversions.
Market Timing: Identify periods of economic uncertainty and adjust your investment strategies accordingly.
Alert System: Set alerts to receive notifications whenever the yield curve inverts, ensuring you never miss crucial economic signals.
Important Notes:
Data Accuracy: Ensure that the FRED data symbols (FRED
and FRED
) are correctly referenced and available in your TradingView environment.
Customizations: The script is designed to be flexible, allowing users to customize plot colors and alert settings to fit their preferences.
Disclaimer:
This indicator is intended for educational and informational purposes only. It should not be considered as financial advice. Always conduct your own research and consult with a financial advisor before making investment decisions.
Portfolio management
Portfolio Index Generator [By MUQWISHI]▋ INTRODUCTION:
The “Portfolio Index Generator” simplifies the process of building a custom portfolio management index, allowing investors to input a list of preferred holdings from global securities and customize the initial investment weight of each security. Furthermore, it includes an option for rebalancing by adjusting the weights of assets to maintain a desired level of asset allocation. The tool serves as a comprehensive approach for tracking portfolio performance, conducting research, and analyzing specific aspects of portfolio investment. The output includes an index value, a table of holdings, and chart plotting, providing a deeper understanding of the portfolio's historical movement.
_______________________
▋ OVERVIEW:
The image can be taken as an example of building a custom portfolio index. I created this index and named it “My Portfolio Performance”, which comprises several global companies and crypto assets.
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▋ OUTPUTS:
The output can be divided into 4 sections:
1. Portfolio Index Title (Name & Value).
2. Portfolio Specifications.
3. Portfolio Holdings.
4. Portfolio Index Chart.
1. Portfolio Index Title, displays the index name at the top, and at the bottom, it shows the index value, along with the chart timeframe, e.g., daily change in points and percentage.
2. Portfolio Specifications, displays the essential information on portfolio performance, including the investment date range, initial capital, returns, assets, and equity.
3. Portfolio Holdings, a list of the holding securities inside a table that contains the ticker, average entry price, last price, return percentage of the portfolio's initial capital, and customized weighted percentage of the portfolio. Additionally, a tooltip appears when the user passes the cursor over a ticker's cell, showing brief information about the company, such as the company's name, exchange market, country, sector, and industry.
4. Index Chart, display a plot of the historical movement of the index in the form of a bar, candle, or line chart.
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▋ INDICATOR SETTINGS:
Section(1): Style Settings
(1) Naming the index.
(2) Table location on the chart and cell size.
(3) Sorting Holdings Table. By securities’ {Return(%) Portfolio, Weight(%) Portfolio, or Ticker Alphabetical} order.
(4) Choose the type of index: {Equity or Return (%)}, and the plot type for the index: {Candle, Bar, or Line}.
(5) Positive/Negative colors.
(6) Table Colors (Title, Cell, and Text).
(7) To show/hide any indicator’s components.
Section(2): Performance Settings
(1) Calculation window period: from DateTime to DateTime.
(2) Initial Capital and specifying currency.
(3) Option to enable portfolio rebalancing in {Monthly, Quarterly, or Yearly} intervals.
Section(3): Portfolio Holdings
(1) Enable and count security in the investment portfolio.
(2) Initial weight of security. For example, if the initial capital is $100,000 and the weight of XYZ stock is 4%, the initial value of the shares would be $4,000.
(3) Select and add up to 30 symbols that interested in.
Please let me know if you have any questions.
[KF] Sector & Industry RemappingThis script remaps TradingView's sector and industry categories to standard classifications and displays them in the top-right corner of the chart making it easy to quickly identify a security's sector and industry. This tool is useful for traders and analysts who prefer standard industry classifications while using TradingView's charts.
BB Position CalculatorPosition Size Calculator Instructions
Overview
The Position Size Calculator is designed to help traders automatically determine the appropriate lot size based on the dollar amount they are willing to risk. It includes features for automatic lot sizing, fixed lot risk calculations, take profit calculations (both automatic and fixed), max run-up, and max drawdown. Calculated values are displayed in ticks, points, and USD.
Key Features
• Automatic Lot Sizing: Automatically calculates lot size based on the amount of money you are willing to risk.
• Fixed Lot Risk Calculations: Provides risk calculations for fixed lot sizes.
• Take Profit Calculations: Offers both automatic and fixed take profit calculations.
• Max Run-Up and Max Drawdown: Monitors and displays the maximum run-up and drawdown of your trade.
• Detailed Metrics: Displays all calculated values in ticks, points, and USD.
Setup Instructions
1. Add and Remove for Each Position: The calculator is designed to be added to your chart for each new position. Once your preferences are set the first time, save them as your default to retain your settings for future use.
2. Adding the Indicator to Favorites:
• Use the TradingView keyboard shortcut “/” then type “pos.”
• Use the arrow key to select the Position Size Calculator and press enter.
• Close the indicator selection pop-up.
3. Setting the Trigger Price:
• A blue pop-up labeled “SET TRIGGER PRICE” will appear at the bottom of the chart.
• Click on the chart at the price level where you want to enter the trade.
4. Setting the Stop Loss:
• The pop-up will change to “SET STOP LOSS.”
• Click on the chart at the price level where your stop loss will be set.
5. Setting the Take Profit:
• The pop-up will change to “SET TAKE PROFIT.”
• Click on the chart at the price level where you want to take profit. If you have selected the option to overwrite with a set risk/reward ratio (R:R), the calculation will use this price level.
6. Setting the Trade Window Start:
• The pop-up will change to “SET TRADE WINDOW START.”
• Click on the bar in time where you want the indicator to start monitoring for price to trigger the position.
7. Adjusting the Position:
• Clicking on any part of the indicator will display draggable lines, allowing you to fine-tune the position that was previously plotted by the first four chart clicks.
Additional Notes
• Compatibility: This calculator has only been tested with futures trading.
• Customization: Once your preferences are set, save them as your default to make setup quicker for future trades.
• Support: If you have any questions or feature requests, please feel free to reach out.
SL ManagerSTOP LOSS MANAGER
Overview:
The "SL Manager" indicator is designed to assist traders in managing their stop loss (SL) and take profit (TP) levels for both long and short positions. This tool helps you visualize intermediate levels, enhancing your trading decisions by providing crucial information on the chart.
Usage:
This indicator is particularly useful for traders who want to manage their trades more effectively by visualizing potential adjustment points for their stop loss and take profit levels. It helps in making informed decisions to maximize profits and minimize risks by providing clear levels to take partial profits and adjust stop losses.
Features:
Position Input: Select between "long" and "short" positions.
Entry Price: Specify the entry price of your trade.
Take Profit: Define the price level at which you want to take profit.
Stop Loss: Set the stop loss price level to manage your risk.
Intermediate Levels:
For both long and short positions, the indicator calculates and plots the following intermediate levels:
50% Take Profit (TP 50%): Midway between the entry price and the take profit level, where you can take partial profits and move your SL up to the 25% mark.
75% Take Profit (TP 75%): Three-quarters of the way from the entry price to the take profit level, where you can take partial profits and move your SL to breakeven.
Stop Loss Move to 25% (SL Move to 25%): A level where the stop loss can be adjusted to lock in profits.
Visualization:
The indicator plots the calculated levels directly on the chart, provided the data for the current day is available. Different color codes and line styles distinguish between the various levels:
TP 50% and TP 75% are plotted in green.
SL Move to 25% is plotted in red .
Entry/Breakeven is plotted in blue.
Position Size CalculatorThe Position Size Calculator (PSC) is a comprehensive tool designed to assist traders in managing their trades risk by accurately calculating the optimal position size based on account settings, trade levels, and risk management parameters. This indicator helps traders make informed decisions by providing critical information about potential profit and loss , risk-reward ratio (RRR) , and position size (PS) .
█ Key Features
• Customizable Account Settings: Define your account size , currency , risk tolerance , and commission structure to personalize the calculations.
• Real-Time Trade Levels: Easily input your entry , stop loss , and take profit prices directly on the chart for immediate calculations.
• Visual Indicators: Clearly see your entry, stop loss, and take profit levels with customizable colors and labels.
• Comprehensive Position Information: View detailed information about your position, including potential profit and loss , risk-reward ratio , and position size .
• Currency Conversion: Automatically convert prices to your account currency, making it easy to manage trades in different markets.
• Hide Metrics : Choose which metrics to display to avoid emotional influence on your trading decisions (e.g., hiding PnL).
█ Conclusion
The Position Size Calculator is an essential tool for traders looking to optimize their trading strategies and manage risk effectively . By providing detailed calculations and visual indicators, this tool helps you make informed decisions, improving your overall trading performance.
█ Important
• Ensure that your stop loss and take profit levels are correctly set relative to your entry price to avoid errors.
• The default commission setting considers both entry and exit commissions. Adjust accordingly if only one commission is applicable.
Consider using this tool to manage every trade risk correctly and prevent significant drawdowns.
Hope you like it. Happy trading!
Auto Risk Manager
Auto Risk Manager
**Description:**
The "Auto Risk Manager" indicator is designed to assist traders in managing their risk and reward levels efficiently. This indicator is particularly beneficial for traders who want to automate their risk management process, ensuring they adhere to their trading plan without constantly monitoring the charts. It is tailored to help both novice and experienced traders by providing clear visual cues and automated calculations for stop loss and take profit levels.
**Purpose:**
The primary purpose of the Auto Risk Manager is to simplify and automate the process of setting stop loss and take profit levels based on user-defined risk parameters. By leveraging this tool, traders can ensure that they are consistently managing their trades according to their risk tolerance and trading strategy. This indicator helps traders avoid emotional decision-making, which can often lead to suboptimal trading outcomes.
**Functionality:**
The Auto Risk Manager provides the following key features:
1. **Trade Direction:** Allows the trader to specify the direction of the trade (Buy or Sell).
2. **Stop Loss and Take Profit Points:** Users can manually input their desired stop loss and take profit points.
3. **Risk Management:** Traders can enable risk management to automatically calculate stop loss and take profit levels based on their account balance, risk percentage, and desired risk-to-reward ratio.
4. **Visual Representation:** The indicator plots the entry price, stop loss, and take profit levels on the chart, providing a clear visual representation of the trade setup.
5. **Alerts:** The indicator generates alerts when the price hits the stop loss or take profit levels, ensuring that traders are promptly notified of important trade events.
6. **Customization:** Users can customize the appearance of the lines and labels, and choose to show or hide previous points.
**How It Works:**
- **Input Parameters:**
- **Trade Direction:** Select "Buy" or "Sell" to specify the trade direction.
- **Stop Loss and Take Profit Points:** Manually input the points for stop loss and take profit, or leave them blank to use the calculated values.
- **Use Risk Management:** Enable or disable the risk management feature.
- **Risk-to-Reward Ratio:** Specify the desired risk-to-reward ratio.
- **Account Balance:** Input the total account balance.
- **Risk Percentage:** Specify the percentage of the account balance to risk on each trade.
- **Visual Options:** Customize the colors of the entry, stop loss, and take profit lines, and choose to show or hide these lines and their corresponding labels.
- **Calculations:**
- If risk management is enabled, the indicator calculates the stop loss points based on the risk amount (account balance * risk percentage) and the current price. The take profit points are then calculated using the specified risk-to-reward ratio.
- If risk management is disabled, the indicator uses the manually input stop loss and take profit points.
- **Visual Representation:**
- The indicator plots the entry price as a horizontal line on the chart.
- The stop loss and take profit levels are plotted as horizontal lines above or below the entry price, depending on the trade direction.
- Labels showing the exact stop loss and take profit prices are also displayed, providing clear and immediate information.
- **Alerts:**
- The indicator sets up alerts to notify the trader when the price hits the stop loss or take profit levels. These alerts can be configured to trigger once per bar close, ensuring timely notifications.
**How It Helps Traders:**
The Auto Risk Manager simplifies the risk management process by automating the calculation and visualization of critical trade levels. This helps traders to:
- Maintain consistent risk management practices.
- Avoid emotional decision-making by predefining risk and reward levels.
- Save time by automating the calculation of stop loss and take profit levels.
- Stay informed with timely alerts for important trade events.
- Customize the visual representation of trade levels to suit their preferences.
**Instructions for Use:**
1. **Add the Indicator:** Add the "Auto Risk Manager" indicator to your TradingView chart.
2. **Configure Inputs:**
- Select the trade direction (Buy or Sell).
- Enter stop loss and take profit points if you want to use manual values.
- Enable risk management and configure the risk-to-reward ratio, account balance, and risk percentage if you want automatic calculations.
- Customize the visual settings as desired.
3. **Review Trade Levels:** The entry, stop loss, and take profit levels will be plotted on the chart. Review these levels to ensure they align with your trading strategy.
4. **Monitor Alerts:** Set up alerts to receive notifications when the price hits the stop loss or take profit levels.
5. **Execute Trades:** Use the plotted levels to guide your trade entries and exits, ensuring you adhere to your predefined risk management strategy.
The Auto Risk Manager is a powerful tool for traders looking to enhance their trading discipline and efficiency. By automating the risk management process, this indicator allows traders to focus on other aspects of their trading strategy while ensuring consistent adherence to their risk tolerance.
SP500 Earnings Yield Spread: SP500 vs 3 Month & 10 Year TreasuryAdd the SP500 ttm Earnings Yield Spreads vs the 3 Month and 10 Year Treasury Rates.
Short Spread = SP500 E/P ttm - 3 Month Treasury Rate
Long Spread = SP500 E/P ttm - 10 Year Treasury Rate
Symbol "SP500_EARNINGS_YIELD_MONTH" as the SP500 Earnings Yield
Symbol "US03MY" as the 3 Month Treasury Rate
Symbol "US10Y" as the 10 Year Treasury Rate
Based on research suggesting Earnings Yield and Interest Rates may have predictive power of future returns:
- Market-Timing Strategies That Worked? - Pu Shen
- Valuation Ratios and the Long-Run Stock Market Outlook - Campbell and Shiller
Inputs:
Short Term Spread - Line for Short Term Spread
Long Term Spread - Line for Long Term Spread
Zero Line - Horizontal line at 0
Color Lines Based on Spread - Color the spreads green/red if spread is positive/negative
Short 10th PCT - Line for Short Term Spread 10th percentile of historical values
Long 10th PCT - Line for Long Term Spread 10th percentile of historical values
Shade Below 10 PCT: Spread Must be Negative - Requirement the spread is negative to shade background
Shade Background Below Short 10th Percentile - Shade the background if the Short Term Spread is below its 10th percentile. (and spread is negative if input above chosen)
Shade Background Below Long 10th Percentile - Shade the background if the Long Term Spread is below its 10th percentile. (and spread is negative if input above chosen)
Simple Lot Size CalculatorOverview:
The "Simple Lot Size Calculator" indicator is designed to compute the optimal trading lot size based on specified parameters, crucial for managing risk and capital in financial trading.
Parameters:
1. **Balance:**
- Represents the current account balance denominated in the selected currency (USD, EUR, CZK).
2. **Risk Percentage:**
- Determines the percentage of capital
you are willing to risk on a single trade.
3. **Stop Loss Size:**
- Specifies the size of the stop loss in pips.
4. **Account Currency:**
- Allows selection between different account currencies (USD, EUR, CZK).
Calculation Details:
The indicator takes into account the following factors for calculating the lot size:
- **Currency Exchange Rates:** It adjusts the balance and risk calculations based on the selected account currency. For currencies other than USD, the indicator retrieves exchange rates from the market data provider.
- **Pip Value:** It distinguishes between forex pairs (where pips are used) and indices (where points are used) to ensure accurate risk calculation across different asset classes.
Usage:
The calculated lot size is crucial for:
- **Risk Management:** Determining the appropriate trade size based on risk tolerance.
- **Capital Preservation:** Ensuring trades are proportionate to account size and risk parameters.
Implementation:
The indicatator providing real-time calculations and graphical representation of the recommended lot size based on the input parameters.
By using this indicator, traders can effectively manage their risk exposure and optimize their trading strategies according to their financial goals and risk appetite.
…
Made with ❤️ for trading
Several Fundamentals in One [aep]
**Financial Ratios Indicator**
This comprehensive Financial Ratios Indicator combines various essential metrics to help traders and investors evaluate the financial health of companies at a glance. The following categories are included:
### Valuation Ratios
- **P/B Ratio (Price to Book Ratio)**: Assesses if a stock is undervalued or overvalued by comparing its market price to its book value.
- **P/E Ratio TTM (Price to Earnings Ratio Trailing Twelve Months)**: Indicates how many years of earnings would be needed to pay the current stock price by comparing the stock price to earnings per share over the last twelve months.
- **P/FCF Ratio TTM (Price to Free Cash Flow Ratio Trailing Twelve Months)**: Evaluates a company's ability to generate free cash flow by comparing the market price to free cash flow per share over the last twelve months.
- **Tobin Q Ratio**: Indicates whether the market is overvaluing or undervaluing a company’s assets by comparing market value to replacement cost.
- **Piotroski F-Score (0-9)**: A scoring system that identifies financially strong companies based on fundamental metrics.
### Efficiency
- **Net Margin % TTM**: Measures profitability by calculating the percentage of revenue that becomes net profit after all expenses and taxes.
- **Free Cashflow Margin %**: Indicates a company’s efficiency in generating free cash flow from its revenues by showing the percentage of revenue that translates into free cash flow.
- **ROE%, ROIC%, ROA%**: Evaluate a company’s efficiency in generating profits from equity, invested capital, and total assets, respectively.
### Liquidity Metrics
- **Debt to Equity Ratio**: Shows the level of debt relative to equity, helping assess financial leverage.
- **Current Ratio**: Measures a company's ability to pay short-term debts by comparing current assets to current liabilities.
- **Long Term Debt to Assets**: Evaluates the level of long-term debt in relation to total assets.
### Dividend Policy
- **Retention Ratio % TTM**: Indicates the proportion of earnings reinvested in the company instead of distributed as dividends.
- **Dividend/Earnings Ratio % TTM**: Measures the percentage of earnings paid out as dividends to shareholders.
- **RORE % TTM (Return on Retained Earnings)**: Assesses how effectively a company utilizes retained earnings to generate additional profits.
- **Dividend Yield %**: Indicates the dividend yield of a stock by comparing annual dividends per share to the current stock price.
### Growth Ratios
- **EPS 1yr Growth %**: Measures the percentage growth of earnings per share over the last year.
- **Revenue 1yr Growth %**: Evaluates the percentage growth of revenue over the last year.
- **Sustainable Growth Rate**: Indicates the growth rate a company can maintain without increasing debt, assessing sustainable growth using internal resources.
Utilize this indicator to streamline your analysis of financial performance and make informed trading decisions.
CAGR - Candle based BackTesterThe "CAGR - Candle based BackTester" is a tool for traders and investors seeking precise insights into individual candle performance!
Do you want to backtest based on candles and understand their CAGR? Curious about the average CAGR of all candles? Interested in comparing how an individual candle performs against others? Then this tool is your go-to solution.
How It Works:
Candle Selection: Specify a start date, and watch as the script tracks investments from that point forward.
Dynamic Calculations: Experience real-time CAGR calculations that adapt as market conditions evolve.
CAGR Display: At the final candle, gain insights into individual CAGR, average CAGR of all candles, alpha (difference), and outperformance percentage—all conveniently displayed for informed decision-making.
Key Features:
Accurate Candle-based CAGR Calculation: Gain clarity on investment performance with precise CAGR metrics.
Lumpsum Investment Tracking: Track lumpsum investments seamlessly with detailed share and investment calculations.
Outperformance Metrics: Measure how your investment performs relative to others with dedicated outperformance metrics.
User-Friendly Visualization: Access intuitive charts and visuals that simplify complex financial data.
ICT Market Structure Screener (Zeiierman)█ Overview
The ICT Market Structure Screener (Zeiierman) is designed to identify and display key market structure levels and patterns based on Smart Money Concepts. It highlights bullish and bearish structures, premium and discount levels, and generates alerts for significant market structure changes, making it a valuable tool for traders looking to understand institutional trading behaviors and market trends. A key feature of this indicator is its screener function, which allows traders to monitor multiple symbols simultaneously. This feature provides a consolidated view of the market structure for various assets, making it easier to identify trading opportunities across a diverse portfolio.
█ How It Works
The ICT Market Structure Screener operates by identifying high and low pivot points within a specified period, then analyzing these pivots to determine changes in market structure. The indicator tracks price movements and categorizes them into bullish or bearish structures, indicating potential trend reversals or continuations. By plotting premium and discount levels, it helps traders identify overbought and oversold conditions. The indicator also provides real-time updates and alerts for significant changes in the market structure.
█ Terminology
ChoCH (Change of Character): Indicates a potential reversal in market direction. It is identified when the price breaks a significant high or low, suggesting a shift from a bullish to bearish trend or vice versa.
SMS (Smart Money Shift): Represents the transition phase in market structure where smart money begins accumulating or distributing assets. It typically follows a BMS and indicates the start of a new trend.
BMS (Bullish/Bearish Market Structure): Confirms the trend direction. Bullish Market Structure (BMS) confirms an uptrend, while Bearish Market Structure (BMS) confirms a downtrend. It is characterized by a series of higher highs and higher lows (bullish) or lower highs and lower lows (bearish).
Premium: A zone where the price is considered overbought. It is calculated as the upper range of the current market structure and indicates a potential area for selling or shorting.
Mid Range: The midpoint between the high and low of the market structure. It often acts as a support or resistance level, helping traders identify potential reversal or continuation points.
Discount: A zone where the price is considered oversold. It is calculated as the lower range of the current market structure and indicates a potential area for buying or going long.
█ How to Use
The ICT Market Structure Screener allows traders to follow smart money moves in the market more effectively. By identifying key market levels and monitoring bullish and bearish structures, traders can easily spot trend changes and strong trends. The indicator's premium and discount levels help identify overbought and oversold conditions, providing valuable entry and exit points. Alerts for ChoCH, SMS, and BMS keep traders informed about significant market changes, enabling real-time adjustments to trading strategies.
The screener functionality is particularly valuable for monitoring multiple markets simultaneously. The screener table displays critical information such as current price, trend direction, signal type, and premium/discount levels for each symbol. This makes it easier to track the market structure of various assets at a glance and quickly identify trading opportunities across different markets.
Example Strategies:
⚪ Trend Following: Use the indicator to identify the current market trend (bullish or bearish) and trade in the direction of the trend. Enter trades on pullbacks to premium (for shorts) or discount (for longs) levels.
⚪ Reversal Trading: Look for ChoCH signals to identify potential trend reversals. Enter trades when the price breaks a significant high or low and confirms a change in market structure, or wait for a retest of the nearest Orderblock that was formed.
⚪ Support and Resistance: Utilize the mid-range, premium, and discount levels as support and resistance zones. Enter trades when the price approaches these levels and shows signs of reversal or continuation.
⚪ Multi-Symbol Analysis: Use the screener table to monitor multiple symbols and quickly assess their market structure. This helps in diversifying trading opportunities and managing a portfolio of assets efficiently.
█ Settings
Period: The pivot period for calculating the structure. Increasing the period captures broader trends, making the structure more representative of long-term movements. Decreasing the period focuses on shorter-term trends, increasing sensitivity.
Response: Enabling this option uses the response period instead of the pivot period, providing more flexibility in capturing short-term or long-term structures. The period for the response, which determines the structure's sensitivity. Increasing the response period smoothens the structure, making it less reactive to short-term fluctuations. Decreasing the response period makes the structure more responsive to short-term changes.
Structure Display: Choose between displaying the active range or the previous range. 'Active Range' shows real-time premium, discount, and mid-range levels based on the current structure. 'Previous Range' displays past ranges, useful for analyzing historical support/resistance levels.
Ticker Symbols: List of symbols to include in the screener. Enabling the option includes the symbol in the screener, allowing the user to track its structure. Disabling it excludes the symbol from the screener, reducing the number of tracked symbols.
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Disclaimer
The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information.
All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
Nebula SAR Echo📈 Overview:
The "Nebula SAR Echo" is a sophisticated technical analysis tool designed for traders seeking enhanced trend detection. This indicator combines the robust Parabolic SAR mechanism with gradient color coding to provide clear visual insights into market trends.
🎯 Key Features:
Advanced Parabolic SAR Calculation:
Utilizes dynamic coefficients for more responsive and accurate trend detection.
Highlights trend reversals with visual markers for immediate identification.
Gradient Color Coding:
Gradient colors dynamically reflect the strength and direction of the trend.
Bullish trends are represented in shades of green, while bearish trends are shown in shades of red.
User-Friendly Customization:
Easily adjustable parameters for acceleration factors and gradient color use.
💡 Benefits:
Enhanced Decision Making:
Combines real-time trend analysis to assist traders in making more informed decisions.
Visual Clarity:
Clear visual markers and gradient color coding simplify the interpretation of market trends.
Helps traders quickly identify key turning points and potential future price paths.
🔍 Use Cases:
Trend Identification:
Ideal for identifying ongoing trends and potential reversals in various market conditions.
Useful for both short-term trading strategies and long-term investment planning.
Risk Management:
Gradient color coding aids in assessing trend strength and potential volatility.
Traders can set more precise stop-loss and take-profit levels based on the trend strength.
⚙️ How to Use:
1. Parameter Setup:
Set the desired acceleration factors (start, increment, and max) for the Parabolic SAR.
Enable or disable gradient colors based on personal preference.
2. Interpretation:
Use the SAR values and gradient colors to gauge current market trends.
3. Alerts:
Set up alert conditions for bullish and bearish reversals to stay notified of significant market changes.
🔹 Conclusion:
The "Nebula SAR Echo" is a versatile and powerful tool for traders who require an in-depth analysis of market trends. By leveraging the advanced Parabolic SAR calculation and gradient color coding, this indicator provides a comprehensive view of market conditions, making it an indispensable addition to any trader's toolkit.
Risk CalculatorRisk Management Calculator
Created out of revenge against the difficulty of controlling psychology, greed, and risk management. Designed for cryptocurrency futures trading by following the risk management principles. Very welcome if there are suggestions and input to improve the quality of this "indicator". Please use wisely.
How to use:
1. Open indicator settings.
2. Fill out all the forms.
3. All of the information and calculation will appear on the label
4. You can adjust the three prices (target, entry, and stop) by clicking any part of the indicator. There will be three dots in the middle of the chart window (align with three prices). Click that dots and drag them up/down to customize according to your wishes. The price order must be correct, for LONG direction the price order from the top is target-entry-stop. Vice versa for SHORT direction. There will be "SETUP ERROR" text in the top-right box if the price order is not correct.
"Never, ever argue with your trading system." (by Michael Covel)
Easy Scalping Lot Calculator for ForexThe calculator was created to make it easier to calculate the lot size on Forex. I planned to use it for the following pairs: AUDCAD, AUDCHF, AUDJPY, AUDUSD, EURAUD, EURCAD, EURCHF, EURGBP, EURJPY, EURNZD, EURUSD, GBPCHF, GBPJPY, GBPUSD, NZDUSD, USDCAD, USDCHF, USDJPY, XAUUSD.
The indicator is a table that shows the calculation of the lot for a predetermined stop loss.
For example, you are planning a trade, have calculated a stop loss of 15 points, and by checking the table you understand approximately what lot you need to use to limit your risk.
In the settings you can change the risk and also determine the stop loss value in points.
The calculator does not take into account the spread in the calculations.
There are websites where you can accurately calculate the lot, but if you trade on small time frames this is not suitable for you.
The calculator uses the formula:
Lot size = maximum risk / stop loss (in pips) / minimum pip value x minimum trading lot.
Position Size Calculator for ContractDescription:
Position Size Calculator is a versatile Pine Script tool designed to help traders manage their risk and position sizing effectively. This script calculates essential trading metrics and visualizes them directly on your chart, helping you make informed trading decisions.
Features:
- Account Size & Risk Management:
- Account Size: Input your total account balance to calculate position sizes.
- Maximum Risk: Define how much of your account you are willing to risk per trade in dollars.
- Pip Value: Set the value of a single pip for one contract, which is crucial for calculating risk
and position size.
Trade Setup Visualization:
- Entry Price: Specify the price at which you plan to enter the trade.
- Stop Loss: Define your stop loss level to manage your risk.
- Take Profit: Set your target profit level for the trade.
- Visualize the Entry, Stop Loss, and Take Profit levels on your chart with customizable line
colors and text sizes.
- View the distance in pips between the Entry, Stop Loss, and Take Profit levels.
Position Size Calculation:
- Calculates the number of contracts to open based on your risk tolerance and the pip value.
- Displays the maximum number of contracts you can open given your risk parameters.
Customizable Table Display:
- Table Position: Choose the position of the summary table on the chart (Top-Left, Top-Right,
Bottom-Left, Bottom-Right, etc.).
- Table Text Size: Adjust the text size for the summary table.
- Table Background Color: Set the background color for the summary table.
- Table Border Color: Customize the border color of the summary table.
How to Use:
1- Input your Account Size: Enter your current account balance.
2- Set Maximum Risk and Pip Value: Define how much you're willing to risk per trade and the
pip value for your contract.
3- Define Trade Levels: Input your desired Entry Price, Stop Loss, and Take Profit levels.
4- Customize Visuals: Adjust the line styles and table settings to fit your preferences.
5- View Calculations: The script will display the distance in pips and the calculated position
size directly on your chart.
Example Usage:
Example to calculate the value of 1 pips with 1 contract:
Inputs:
Account Size: Your total trading account balance.
Maximum Risk: Risk amount per trade in dollars.
Pip Value: Value of one pip for a single contract.
Entry Price: The price at which you plan to enter the trade.
Stop Loss: The level at which you will exit the trade to cut losses.
Take Profit: The target price to lock in profits.
Line Text Size: Size of the text for the Entry, Stop Loss, and Take Profit lines.
Line Extend: Option to extend the lines for visual clarity.
Table Position: Position of the summary table on the chart.
Table Text Size: Size of the text in the summary table.
Table Background Color: Background color of the summary table.
Table Border Color: Border color of the summary table.
Visuals:
Entry Price, Stop Loss, and Take Profit levels are clearly marked on the chart.
Summary Table with important trade metrics displayed.
[INVX] Trailing StopDescription:
The Adjustable Trailing Stop Indicator is a practical tool designed to enhance your trading strategy by allowing for automatic modifications of stop-loss orders according to your specified parameters. This indicator provides a dynamic alternative to the traditional static stop-loss orders, assisting in managing your potential profits and curbing possible losses.
Features and Functionality:
The Trailing Stop Indicator provides three main inputs for customization:
"Trailing Stop Start Date" : This input enables you to set the start date for the trailing stop. From this date forward, the indicator begins tracking price changes and adjusts the stop-loss order in response.
"Trigger Delta (%)" : This represents the percentage for the trailing stop. It denotes the set percentage at which the stop order adjusts.
"Order" : This input determines whether the trailing stop applies to a Buy or Sell order. Depending on the selection, the indicator adjusts the stop price as the price escalates (for Sell order) or declines (for Buy order).
How Does the Trailing Stop Indicator Work?
The Trailing Stop Indicator functions by dynamically adjusting the stop price in line with market fluctuations. If the market price rises (for Sell order), the stop price automatically ascends, securing potential profits. In a declining market (for Buy order), the stop price descends according to the market.
This indicator eliminates the need for constant manual adjustments, reducing the impact of emotional trading and helping traders maintain their risk management strategy. By using this tool, traders can implement a more disciplined and systematic approach to trading.
BTC outperform atrategy### Code Description
This Pine Script™ code implements a simple trading strategy based on the relative prices of Bitcoin (BTC) on a weekly and a three-month basis. The script plots the weekly and three-month closing prices of Bitcoin on the chart and generates trading signals based on the comparison of these prices. The code can also be applied to Ethereum (ETH) with similar effectiveness.
### Explanation
1. **Inputs and Variables**:
- The user selects the trading symbol (default is "BINANCE:BTCUSDT").
- `weeklyPrice` retrieves the closing price of the selected symbol on a weekly interval.
- `monthlyPrice` retrieves the closing price of the selected symbol on a three-month interval.
2. **Plotting Data**:
- The weekly price is plotted in blue.
- The three-month price is plotted in red.
3. **Trading Conditions**:
- A long position is suggested if the weekly price is greater than the three-month price.
- A short position is suggested if the three-month price is greater than the weekly price.
4. **Strategy Execution**:
- If the long condition is met, the strategy enters a long position.
- If the short condition is met, the strategy enters a short position.
This script works equally well for Ethereum (ETH) by changing the symbol input to "BINANCE:ETHUSDT" or any other desired Ethereum trading pair.
Universal Algo [Coff3eG]Universal Algo By G
Overview:
Universal Algo By G is a comprehensive LONG-ONLY trading strategy specifically designed for medium to long-term use in cryptocurrency markets, particularly Bitcoin. This algorithm can be manually adjusted to fit the volatility of specific coins, ensuring the best possible results. While it does not generate a large number of trades due to the nature of bull and bear market cycles, it has been rigorously backtested and forward-tested to ensure the strategy is not overfitted.
Core Features:
Integrated Systems: Universal Algo is built around five core systems, each contributing unique analytical perspectives to enhance trade signal reliability. These systems are designed to identify clear trend opportunities for significant gains while also employing logic to navigate through ranging markets effectively.
Optional Ranging Market Filter: Helps filter out noise, potentially enhancing signal clarity.
Market State Detection: Identifies four distinct market states:
Trending
Ranging
Danger (Possible top)
Possible Bottom
Global Liquidity Indicator (GLI) Integration: Leverages GLI values to identify positive liquidity trends.
Volatility Bands: Provides insights into market volatility.
Top and Bottom Detection: Shows possible bottoms with green backgrounds and red backgrounds for possible top detection.
The Market State Detection, GLI, Volatility Bands, and Top and Bottom Detection feature all serve as an expectation management feature.
Additional Features:
Optional Metrics Table: Displays strategy metrics and statistics, providing detailed insights into performance.
Customization Options: The script offers a range of user inputs, allowing for customization of the backtesting starting date, the decision to display the strategy equity curve, among other settings. These inputs cater to diverse trading needs and preferences, offering users control over their strategy implementation.
Operational Parameters:
Customizable Inputs: Users can adjust thresholds to match the coin's volatility, enhancing strategy performance.
Transparency and Logic Insight: While specific calculation details and proprietary indicators are integral to maintaining the uniqueness of Universal Algo, the strategy is grounded on well-established financial analysis techniques. These include momentum analysis, volatility assessments, and adaptive thresholding, among others, to formulate its trade signals. Notably, no single indicator is used in isolation; each indicator is combined with another to enhance signal accuracy and robustness. Some of the indicators include customized versions of the TEMA, Supertrend, Augmented Dickey-Fuller (ADF), and Weekly Positive Directional Movement Index (WPDM), all integrated together to create a cohesive and effective trading strategy.
System Operation:
Universal Algo works by taking the average score of the five core systems used for the signals. Three of these systems have been lengthened out to function as longer-term systems, while the remaining two operate at a slightly faster speed. This combination and averaging of systems help to balance the overall strategy, ensuring it maintains the right amount of speed to remain effective for medium to long-term use with minimal noise. The average score is then compared against customizable thresholds. The strategy will go long if the average score is above the threshold and short if it is below the threshold. This averaging mechanism helps to smooth out individual system anomalies and provides a more robust signal for trading decisions.
Originality and Usefulness:
Universal Algo is an original strategy that combines multiple proprietary and customized indicators to deliver robust trading signals. The strategy integrates various advanced indicators and methodologies, including:
System Indicator: Calculates a cumulative score based on recent price movements, aiding in trend detection.
Median For Loop: Utilizes percentile rank calculations of price data to gauge market direction.
Volatility Stop: A modified volatility-based stop-loss indicator that adjusts based on market conditions.
Supertrend: A customized supertrend indicator that uses percentile ranks and ATR for trend detection.
RSI and DEMA: Combines a modified RSI and DEMA for overbought/oversold conditions.
TEMA: Uses 3 different types of MA for trend detection and standard deviation bands for additional confirmation.
Detailed Explanation of Components and Their Interaction:
RSI (Relative Strength Index): Used to identify overbought and oversold conditions. In Universal Algo, RSI is combined with DEMA (Double Exponential Moving Average) to smooth the price data and provide clearer signals.
ATR (Average True Range): Used to measure market volatility. ATR is incorporated into the Volatility Stop and Supertrend indicators to adjust stop-loss levels and trend detection based on current market conditions.
DEMA (Double Exponential Moving Average): Provides a smoother price trend compared to traditional moving averages, reducing lag and making it easier to identify trend changes.
Modified TEMA (Triple Exponential Moving Average): Similar to DEMA but provides even greater smoothing, reducing lag further and enhancing trend detection accuracy.
Volatility Stop: Utilizes ATR to dynamically set stop-loss levels that adapt to changing market volatility. This helps in protecting profits and minimizing losses.
Customized Supertrend: Uses ATR and percentile ranks to determine trend direction and strength. This indicator helps in capturing major trends while filtering out market noise.
Median For Loop: Calculates percentile ranks of price data over a specified period to assess market direction. This helps in identifying potential reversals and trend continuations.
HMA (Hull Moving Average): A fast-acting moving average that reduces lag while maintaining smoothness. It helps in quickly identifying trend changes.
SMA (Simple Moving Average): A traditional moving average that provides baseline trend information. Combined with HMA and other indicators, it forms a comprehensive trend detection system.
Universal Algo offers a sophisticated blend of advanced indicators and proprietary logic that is not available in free or open-source scripts. Here are some reasons why it is worth paying for:
Customization and Flexibility: The strategy provides a high degree of customization, allowing users to adjust various parameters to suit their trading style and market conditions. This flexibility is often not available in free scripts.
Proprietary Indicators: The use of proprietary and customized indicators such as the TEMA, Supertrend, ADF, and WPDM ensures that the strategy is unique and not replicable by free or open-source scripts.
Integrated Systems: The strategy combines multiple systems and indicators to provide a more comprehensive and reliable trading signal. This integration helps to smooth out anomalies and reduces noise, providing clearer trading opportunities.
Rigorous Testing: Universal Algo has undergone extensive backtesting and forward-testing to ensure its robustness and reliability. The results demonstrate its ability to perform well under various market conditions, offering users confidence in its effectiveness.
Detailed Metrics and Analysis: The optional metrics table provides users with detailed insights into the strategy's performance, including metrics like equity, drawdown, Sharpe ratio, and more. This level of detail helps traders make informed decisions.
Value Addition: By providing a strategy that combines advanced indicators, customization options, and thorough testing, Universal Algo adds significant value to traders looking for a reliable and adaptable trading tool.
Realistic Trading Conditions:
Backtesting and Forward-Testing: Rigorous testing ensures performance and reliability, with a focus on prudent risk management. Default properties include an initial capital of $1000, 0 pyramiding, 20 slippage, 0.05% commission, and using 5% of equity for trades.
The strategy is designed and tested with a focus on achieving a balance between risk and reward, striving for robustness and reliability rather than unrealistic profitability promises. Realistic trading conditions are considered, including appropriate account size, commission, slippage, and sustainable risk levels per trade.
Concluding Thoughts:
Universal Algo By G is offered to the TradingView community as a robust tool for enhancing market analysis and trading strategies. It is designed with a commitment to quality, innovation, and adaptability, aiming to provide valuable insights and decision support across various market conditions. Potential users are encouraged to evaluate Universal Algo within the context of their overall trading approach and objectives.
Analyst Table (Zeiierman)█ Overview
The Analyst Table (Zeiierman) provides a comprehensive visual representation of analyst estimates and recommendations for any stock. This indicator displays crucial analyst data, including the highest, average, and lowest price targets, directly on the price chart. Additionally, it features a well-organized table summarizing various types of analyst recommendations, offering traders valuable insights into market sentiment and expectations. This tool is ideal for traders seeking a quick overview of analyst opinions and recommendations on specific stocks.
█ How It Works
The indicator works by retrieving analyst data such as price targets and recommendations from the TradingView data feed. It visually represents these estimates on the chart and creates a structured table for easy reference, consolidating all the information in an organized format.
Key Components:
High Estimate Line: A dotted line representing the highest price target.
Low Estimate Line: A dotted line representing the lowest price target.
Target Estimate Box: A box representing the range between the average and median price targets.
Analyst Table: A table displaying detailed information about various analyst recommendations and price targets.
█ How to Use
Traders can use this indicator to gain insights into the expectations of financial analysts regarding the future performance of an asset. By observing the highest, lowest, and average price targets, traders can assess the range of possible future prices as predicted by analysts. The recommendation table helps in understanding the general sentiment among analysts, whether it's bullish, bearish, or neutral.
Visual Analysis: Use the visual indicators to quickly gauge where the current price stands relative to analyst targets.
Sentiment Assessment: Refer to the table to understand the distribution of buy, hold, and sell recommendations.
█ Settings
The indicator settings allow users to enable or disable different target lines, select colors for the lines and table cells, and choose the position and size of the analyst table on the chart.
-----------------
Disclaimer
The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information.
All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
Oster's Investment Plan (OIP)Oster's Investment Plan (OIP) is a versatile and powerful tool designed to help traders and investors create and evaluate their long-term investment strategies . Unlike many conventional investment tools, OIP emphasizes customization, allowing users to design personalized savings plans and compare the performance of their portfolios against chosen benchmarks. Whether you're setting up a new investment plan or analyzing an existing one, OIP provides comprehensive insights into your portfolio's growth and performance.
Tailored Investment Planning:
OIP enables users to create customized savings plans with up to five assets from any available on TradingView. This feature offers unparalleled flexibility in asset selection, allowing investors to diversify their portfolios across various markets and asset classes. With OIP , users can freely determine the weighting of each asset, ensuring the portfolio aligns with their individual investment strategies and risk preferences .
Comprehensive Fee and Cost Analysis:
One of OIPs standout features is its ability to factor in nearly all cost components associated with investing. This includes annual deposit fees, fees on savings rates, tax deductions on dividend payouts, potential savings rate dynamics, and the Total Expense Ratio (TER) of funds. By considering these costs, OIP provides a realistic and accurate projection of your portfolio's growth, helping you identify the most cost-effective broker or investment platform .
Benchmark Comparison:
OIP allows users to select any benchmark to compare their portfolio's performance. This feature enables investors to gauge their portfolio's returns against broader market indices or specific sector benchmarks, providing valuable insights into the effectiveness of their investment strategy. The ability to choose and change benchmarks ensures that OIP remains relevant and adaptable to different investment goals and market conditions.
Reinvestment of Dividends:
For investors who prefer to reinvest their dividends, OIP can incorporate annual dividend reinvestments into the portfolio's growth curve . This feature accounts for the compounding effect of reinvested dividends, offering a more accurate representation of potential portfolio performance over time.
Use Cases:
Creating a Personalized Savings Plan:
With OIP , users can design a personalized savings plan tailored to their financial goals and investment horizon. By selecting up to five assets and determining their weightings, investors can create a diversified portfolio that suits their risk tolerance and investment preferences. OIP then calculates the potential growth of the portfolio, factoring in all relevant costs and fees, to provide a clear picture of the expected returns.
Evaluating Broker Fees:
For those who have already established a long-term investment plan, OIP can be used to compare the costs associated with different brokerage platforms . By inputting the fee structures of various brokers, investors can identify the most cost-effective option, ensuring that they maximize their returns by minimizing fees and expenses.
Sophisticated Calculation Methodology:
OIP employs a robust calculation methodology to derive its insights. It takes into account the initial investment, recurring deposits, fees, taxes, and the performance of the selected assets. The tool adjusts for annual deposit fees, dynamic savings rates, and the reinvestment of dividends, providing a detailed and nuanced evaluation of the portfolio's performance.
Interpretation:
OIP plots the total equity of the savings plan and the chosen benchmark , allowing users to visually compare the performance of their portfolio against the benchmark. The tool also displays the total invested amount , helping investors track their contributions and returns over time. Dynamic color coding enhances visual clarity, with the savings plan and benchmark differentiated by distinct colors for easy interpretation.
Conclusion:
Oster's Investment Plan (OIP) represents a significant advancement in investment planning and portfolio analysis. By offering customizable parameters, comprehensive fee considerations, and benchmark comparisons, OIP equips investors with a powerful tool for creating and evaluating their investment strategies. Whether you're a seasoned investor or new to the market, OIP provides invaluable insights that can inform and enrich your investment journey.
By integrating these features, OIP stands out as a sophisticated and user-friendly tool for managing and optimizing investment portfolios. Its emphasis on customization, detailed cost analysis, and flexible benchmarking makes it an essential resource for any investor looking to maximize their returns and achieve their financial goals.
Long/Short Entry with Customizable TP/SLThis TradingView indicator is designed to help traders visualize potential trade entries along with their corresponding stop-loss (SL) and take-profit (TP) levels. It offers a high degree of customization, allowing users to:
Choose Entry Type: Select whether the anticipated trade is a Long or Short position.
Set Entry Price: Specify the exact price level at which you intend to enter the trade.
Customize TP/SL:
Enable/Disable: Choose whether to include a stop-loss (SL) and up to five take-profit (TP) levels.
Distance: Set the distance (in price points) for each SL and TP level from the entry price.
Add/Update Trade: Clicking the "Add/Update Trade" button will plot the entry line, SL line (if enabled), and TP lines (if enabled) on the chart, along with their corresponding labels. The lines and boxes will start two candles before the current bar and extend into the future.
Reset Trade: Clicking the "Reset Trade" button will clear all the lines, boxes, and labels from the chart, allowing you to start fresh with a new trade idea.
Visual Cues:
The indicator uses color-coded lines and boxes to distinguish between entry, SL, and TP levels.
Labels are provided next to each line, displaying the type of level (e.g., "Entry," "SL," "TP1") and its corresponding price.
Key Features:
Highly Customizable: Tailor the indicator to your specific trading style and risk management preferences.
Visual Clarity: Clearly visualize potential trade setups and their outcomes.
Easy to Use: The intuitive interface makes it simple to add, update, and reset trades.
Flexibility: Supports both long and short positions.
Limitations:
The indicator is designed for visualization and planning purposes only. It does not automatically execute trades.
The simulated "Add Trade" and "Reset Trade" buttons require manual unchecking after each click.
Rolling Correlation with Bitcoin V1.1 [ADRIDEM]Overview
The Rolling Correlation with Bitcoin script is designed to offer a comprehensive view of the correlation between the selected ticker and Bitcoin. This script helps investors understand the relationship between the performance of the current ticker and Bitcoin over a rolling period, providing insights into their interconnected behavior. Below is a detailed presentation of the script and its unique features.
Unique Features of the New Script
Bitcoin Comparison : Allows users to compare the correlation of the current ticker with Bitcoin, providing an analysis of their relationship.
Customizable Rolling Window : Enables users to set the length for the rolling window, adapting to different market conditions and timeframes. The default value is 252 bars, which approximates one year of trading days, but it can be adjusted as needed.
Smoothing Option : Includes an option to apply a smoothing simple moving average (SMA) to the correlation coefficient, helping to reduce noise and highlight trends. The smoothing length is customizable, with a default value of 4 bars.
Visual Indicators : Plots the smoothed correlation coefficient between the current ticker and Bitcoin, with distinct colors for easy interpretation. Additionally, horizontal lines help identify key levels of correlation.
Dynamic Background Color : Adds dynamic background colors to highlight areas of strong positive and negative correlations, enhancing visual clarity.
Originality and Usefulness
This script uniquely combines the analysis of rolling correlation for a current ticker with Bitcoin, providing a comparative view of their relationship. The inclusion of a customizable rolling window and smoothing option enhances its adaptability and usefulness in various market conditions.
Signal Description
The script includes several features that highlight potential insights into the correlation between the assets:
Rolling Correlation with Bitcoin : Plotted as a red line, this represents the smoothed rolling correlation coefficient between the current ticker and Bitcoin.
Horizontal Lines and Background Color : Lines at -0.5, 0, and 0.5 help to quickly identify regions of strong negative, weak, and strong positive correlations.
These features assist in identifying the strength and direction of the relationship between the current ticker and Bitcoin.
Detailed Description
Input Variables
Length for Rolling Window (`length`) : Defines the range for calculating the rolling correlation coefficient. Default is 252.
Smoothing Length (`smoothing_length`) : The number of periods for the smoothing SMA. Default is 4.
Bitcoin Ticker (`bitcoin_ticker`) : The ticker symbol for Bitcoin. Default is "BINANCE:BTCUSDT".
Functionality
Correlation Calculation : The script calculates the daily returns for both Bitcoin and the current ticker and computes their rolling correlation coefficient.
```pine
bitcoin_close = request.security(bitcoin_ticker, timeframe.period, close)
bitcoin_dailyReturn = ta.change(bitcoin_close) / bitcoin_close
current_dailyReturn = ta.change(close) / close
rolling_correlation = ta.correlation(current_dailyReturn, bitcoin_dailyReturn, length)
```
Smoothing : A simple moving average is applied to the rolling correlation coefficient to smooth the data.
```pine
smoothed_correlation = ta.sma(rolling_correlation, smoothing_length)
```
Plotting : The script plots the smoothed rolling correlation coefficient and includes horizontal lines for key levels.
```pine
plot(smoothed_correlation, title="Rolling Correlation with Bitcoin", color=color.rgb(255, 82, 82, 50), linewidth=2)
h_neg1 = hline(-1, "-1 Line", color=color.gray)
h_neg05 = hline(-0.5, "-0.5 Line", color=color.red)
h0 = hline(0, "Zero Line", color=color.gray)
h_pos05 = hline(0.5, "0.5 Line", color=color.green)
h1 = hline(1, "1 Line", color=color.gray)
fill(h_neg1, h_neg05, color=color.rgb(255, 0, 0, 90), title="Strong Negative Correlation Background")
fill(h_neg05, h0, color=color.rgb(255, 165, 0, 90), title="Weak Negative Correlation Background")
fill(h0, h_pos05, color=color.rgb(255, 255, 0, 90), title="Weak Positive Correlation Background")
fill(h_pos05, h1, color=color.rgb(0, 255, 0, 90), title="Strong Positive Correlation Background")
```
How to Use
Configuring Inputs : Adjust the rolling window length and smoothing length as needed. Ensure the Bitcoin ticker is set to the desired asset for comparison.
Interpreting the Indicator : Use the plotted correlation coefficient and horizontal lines to assess the strength and direction of the relationship between the current ticker and Bitcoin.
Signal Confirmation : Look for periods of strong positive or negative correlation to identify potential co-movements or divergences. The background colors help to highlight these key levels.
This script provides a detailed comparative view of the correlation between the current ticker and Bitcoin, aiding in more informed decision-making by highlighting the strength and direction of their relationship.
