Normalized Relative Strength LineNormalized Relative Strength Line Indicator
Overview
The "Normalized Relative Strength Line" indicator measures the relative performance of a stock compared to a benchmark index (e.g., NSE
). This indicator helps traders and investors identify whether a stock is outperforming or underperforming the selected benchmark over a specified lookback period. The values are normalized to a range of -100 to +100 for easy interpretation.
Key Features
Comparison Symbol: Users can select a benchmark index or any other comparison symbol to measure relative performance.
Lookback Period: A user-defined period for normalization, typically set to a number of trading days (e.g., 252 days for one year).
Relative Strength Calculation: The indicator calculates the percentage change in price for both the stock and the comparison symbol from the start of the lookback period.
Normalization: The relative strength values are normalized to a range of -100 to +100 to facilitate comparison and visualization.
Smoothing: An optional 14-period simple moving average (SMA) is applied to the normalized relative strength line for a smoother representation of trends.
Interpretation
Positive Values (+100 to 0): When the normalized relative strength (RS) line is above 0, it indicates that the stock is outperforming the comparison symbol. Higher values signify stronger outperformance.
Negative Values (0 to -100): When the normalized RS line is below 0, it indicates that the stock is underperforming the comparison symbol. Lower values signify stronger underperformance.
Horizontal Line at 0: The horizontal line at 0 serves as a reference point. Crossing this line from below indicates a shift from underperformance to outperformance, and crossing from above indicates a shift from outperformance to underperformance.
Crossovers: The points where the RS line crosses the moving average (red line) can signal potential changes in relative performance trends.
Example Use Case
If the normalized RS line of a stock consistently remains around +100, it suggests that the stock has been strongly outperforming the comparison symbol over the selected lookback period. Conversely, if it remains around -100, it suggests strong underperformance.
ค้นหาในสคริปต์สำหรับ "horizontal line"
Strength Measurement -HTThe Strength Measurement -HT indicator is a tool designed to measure the strength and trend of a security using the Average Directional Index (ADX) across multiple time frames. This script averages the ADX values from five different time frames to provide a comprehensive view of the trend's strength, helping traders make more informed decisions.
Key Features:
Multi-Time Frame Analysis: The indicator calculates ADX values from five different time frames (5 minutes, 15 minutes, 30 minutes, 1 hour, and 4 hours) to offer a more holistic view of the market trend.
Trend Strength Visualization: The average ADX value is plotted as a histogram, with colors indicating the trend strength and direction, making it easy to visualize and interpret.
Reference Levels: The script includes horizontal lines at ADX levels 25, 50, and 75 to signify weak, strong, and very strong trends, respectively.
How It Works
Directional Movement Calculation: The script calculates the positive and negative directional movements (DI+) and (DI-) using the true range over a specified period (default is 14 periods).
ADX Calculation: The ADX value is derived from the smoothed moving average of the absolute difference between DI+ and DI-, normalized by their sum.
Multi-Time Frame ADX: ADX values are computed for the 5-minute, 15-minute, 30-minute, 1-hour, and 4-hour time frames.
Average ADX: The script averages the ADX values from the different time frames to generate a single, comprehensive ADX value.
Trend Visualization: The average ADX value is plotted as a histogram with colors indicating:
Gray for weak trends (ADX < 25)
Green for strengthening trends (25 ≤ ADX < 50)
Dark Green for strong trends (ADX ≥ 50)
Light Red for weakening trends (ADX < 25)
Red for strong trends turning weak (ADX ≥ 25)
Usage
Trend Detection: Use the color-coded histogram to quickly identify the trend strength and direction. Green indicates a strengthening trend, while red signifies a weakening trend.
Reference Levels: Utilize the horizontal lines at ADX levels 25, 50, and 75 as reference points to gauge the trend's strength.
ADX < 25 suggests a weak trend.
ADX between 25 and 50 indicates a moderate to strong trend.
ADX > 50 points to a very strong trend.
Multi-Time Frame Insight: Leverage the averaged ADX value to gain insights from multiple time frames, helping you make more informed trading decisions based on a broader market perspective.
Feel free to explore and integrate this indicator into your trading strategy to enhance your market analysis and decision-making process. Happy trading!
First 12 Candles High/Low BreakoutThis indicator identifies potential breakout opportunities based on the high and low points formed within the first 12 candles after the market opens on a 5-minute timeframe. It provides visual cues and labels to help traders make informed decisions.
Features:
Market Open High/Low: Marks the highest and lowest price of the first 12 candles following the market open with horizontal lines for reference.
Breakout Signals: Identifies potential buy or sell signals based on the first 5-minute candle closing above the open high or below the open low.
Target and Stop-Loss: Plots horizontal lines for target prices (100 points by default, adjustable) and stop-loss levels (100 points by default, adjustable) based on the entry price.
Visual Cues: Uses green triangles (up) for buy signals and red triangles (down) for sell signals.
Informative Labels: Displays labels with "Buy" or "Sell" text, target price, and stop-loss price next to the entry signals (optional).
Customization:
You can adjust the target and stop-loss point values using the provided inputs.
How to Use:
Add the script to your TradingView chart.
The indicator will automatically plot the open high, open low, potential entry signals, target levels, and stop-loss levels based on the first 12 candles after the market opens.
Use the signals and price levels in conjunction with your own trading strategy to make informed decisions.
JDT Support & Resistance LevelsJDT Support & Resistance Levels
This Pine Script indicator identifies and dynamically plots pivot-based support and resistance levels on your chart. Unlike traditional pivot point calculations, this script uses a user-defined lookback period to identify swing highs and lows, providing a more adaptable approach to identifying potential price reversal zones.
Originality
This script stands out due to its flexible approach to pivot identification. Instead of relying on fixed periods like daily, weekly, or monthly pivots, it allows users to customize the lookback period. This is particularly useful for traders who analyze different timeframes or markets, as the optimal lookback period may vary.
How it works
* Pivot Calculation: The script utilizes the ta.pivothigh and ta.pivotlow functions to identify swing highs and lows within the specified lookback period.
* Line Plotting: Horizontal lines are plotted at these pivot levels, extending to the right edge of the chart.
* Dynamic Updates: As new swing highs and lows form, the lines automatically update, ensuring the levels remain relevant to the current price action.
How to use it
* Add the script to your chart.
* Adjust the "Lookback Period" input parameter. A higher value will result in fewer but more significant levels, while a lower value will produce more frequent but potentially less reliable levels.
* Use the levels to identify potential support and resistance zones. Observe how price interacts with these levels. A break above a resistance level could signal a bullish move, while a break below a support level could indicate a bearish move.
Additional Considerations
* This script is most effective when used in conjunction with other technical analysis tools and indicators.
* The accuracy of the levels depends on the chosen lookback period and the specific market conditions.
* Always backtest your strategies before implementing them in live trading.
Let me know if you'd like any further clarification or have additional questions.
Average SL% Calculator with TP Levels by GorkiAverage Stop Loss And Take Profit Calculator For Futures Trading by Gorki
Description
The "Average SL% Calculator with TP Levels" script, is a simple tool for traders to plan the trades and check how much loss they are going to receive if they run this strategy. This script calculates the average price of up to four entry points, determines the percentage distance to the stop-loss level, and provides potential loss information based on margin and leverage. Additionally, it includes multiple take-profit levels to help traders systematically capture profits. Visual elements such as horizontal lines and labels make it easy to monitor key levels directly on the chart.
Why To Use This Indicator?
Risk Management: Automatically calculates the percentage distance to the stop-loss level, helping you to understand potential losses.
Profit Optimization: Supports up to four take-profit levels, enabling a structured approach to capturing gains.
Visual Clarity: Displays key levels and important information directly on the chart for easy monitoring.
Alerts: Generates alerts when the price crosses specified levels, ensuring you never miss critical trading signals.
How to Use the Script
Add the Script to Your Chart: Apply the script to your TradingView chart.
Set Input Values: Entry Points: Define up to four limit prices (LIMIT 1, LIMIT 2, LIMIT 3, LIMIT 4).
Stop-Loss: Set your stop-loss price (STOP LOSS).
Take Profits: Specify up to four take-profit levels (Take Profit 1, Take Profit 2, Take Profit 3, Take Profit 4).
Leverage: Input your leverage factor.
Margin: Enter the total margin amount for the trade.
View Calculations: The script will calculate the average entry price, the percentage distance to the stop-loss, and the potential loss based on margin and leverage.
Monitor Levels: Horizontal lines and labels will appear on the chart, showing entry points, stop-loss, and take-profit levels.
Set Alerts: Alerts will trigger when the price crosses your defined levels, helping you to take timely action.
Calculation Details
Average Price: Calculated as the mean of the specified limit prices.
Distance to Stop-Loss: Determined as the percentage difference between the average price and the stop-loss level.
Leveraged Distance: The stop-loss distance percentage multiplied by the leverage factor.
Potential Loss: Calculated by applying the leveraged distance percentage to the margin amount.
Take Profit Percentages: The percentage difference between the average price and each take-profit level.
This comprehensive indicator is a must-have for any trader looking to manage risks effectively while maximizing potential profits. Happy trading!
MVRV Ratio - R.BonaldiMVRV Ratio Indicator
The MVRV Ratio Indicator is a powerful tool for cryptocurrency traders and investors. It provides a visual representation of the Market Value to Realized Value ratio, helping you assess whether a cryptocurrency is overvalued or undervalued.
What is the MVRV Ratio?
Market Value: The current market price of the cryptocurrency multiplied by its circulating supply.
Realized Value: The average price at which each unit of the cryptocurrency was last moved on the blockchain, providing a more realistic view of its actual value.
How to Use This Indicator:
Identify Critical Levels:
The indicator displays a blue line representing the MVRV Ratio.
Horizontal lines at levels 1 (red) and 3 (green) help you quickly see significant thresholds.
When the blue line is below the red line (MVRV < 1), the cryptocurrency is considered undervalued.
When the blue line is above the green line (MVRV > 3), the cryptocurrency is considered overvalued.
Visual Cues:
The background turns red when the MVRV Ratio is below 1, indicating potential buying opportunities.
The background turns green when the MVRV Ratio is above 3, signaling potential selling opportunities.
Why Use the MVRV Ratio?
Risk Management: By identifying overvalued and undervalued conditions, you can make more informed decisions, reducing the risk of buying high and selling low.
Market Sentiment: The MVRV Ratio provides insight into market sentiment, helping you gauge the overall mood and potential future movements.
Timing: Use the indicator to time your entries and exits more effectively, aligning your trades with the underlying value of the cryptocurrency.
Whether you're a long-term investor looking to accumulate during undervalued periods or a short-term trader aiming to capitalize on overvalued spikes, the MVRV Ratio Indicator offers a clear and concise way to enhance your trading strategy.
Price Ratio Indicator [ChartPrime]The Price Ratio Indicator is a versatile tool designed to analyze the relationship between the price of an asset and its moving average. It helps traders identify overbought and oversold conditions in the market, as well as potential trend reversals.
◈ User Inputs:
MA Length: Specifies the length of the moving average used in the calculation.
MA Type Fast: Allows users to choose from various types of moving averages such as Exponential Moving Average (EMA), Simple Moving Average (SMA), Weighted Moving Average (WMA), Volume Weighted Moving Average (VWMA), Relative Moving Average (RMA), Double Exponential Moving Average (DEMA), Triple Exponential Moving Average (TEMA), Zero-Lag Exponential Moving Average (ZLEMA), and Hull Moving Average (HMA).
Upper Level and Lower Level: Define the threshold levels for identifying overbought and oversold conditions.
Signal Line Length: Determines the length of the signal line used for smoothing the indicator's values.
◈ Indicator Calculation:
The indicator calculates the ratio between the price of the asset and the selected moving average, subtracts 1 from the ratio, and then smooths the result using the chosen signal line length.
// 𝙄𝙉𝘿𝙄𝘾𝘼𝙏𝙊𝙍 𝘾𝘼𝙇𝘾𝙐𝙇𝘼𝙏𝙄𝙊𝙉𝙎
//@ Moving Average's Function
ma(src, ma_period, ma_type) =>
ma =
ma_type == 'EMA' ? ta.ema(src, ma_period) :
ma_type == 'SMA' ? ta.sma(src, ma_period) :
ma_type == 'WMA' ? ta.wma(src, ma_period) :
ma_type == 'VWMA' ? ta.vwma(src, ma_period) :
ma_type == 'RMA' ? ta.rma(src, ma_period) :
ma_type == 'DEMA' ? ta.ema(ta.ema(src, ma_period), ma_period) :
ma_type == 'TEMA' ? ta.ema(ta.ema(ta.ema(src, ma_period), ma_period), ma_period) :
ma_type == 'ZLEMA' ? ta.ema(src + src - src , ma_period) :
ma_type == 'HMA' ? ta.hma(src, ma_period)
: na
ma
//@ Smooth of Source
src = math.sum(source, 5)/5
//@ Ratio Price / MA's
p_ratio = src / ma(src, ma_period, ma_type) - 1
◈ Visualization:
The main plot displays the price ratio, with color gradients indicating the strength and direction of the ratio.
The bar color changes dynamically based on the ratio, providing a visual representation of market conditions.
Invisible Horizontal lines indicate the upper and lower threshold levels for overbought and oversold conditions.
A signal line, smoothed using the specified length, helps identify trends and potential reversal points.
High and low value regions are filled with color gradients, enhancing visualization of extreme price movements.
MA type HMA gives faster changes of the indicator (Each MA has its own specifics):
MA type TEMA:
◈ Additional Features:
A symbol displayed at the bottom right corner of the chart provides a quick visual reference to the current state of the indicator, with color intensity indicating the strength of the ratio.
Overall, the Price Ratio Indicator offers traders valuable insights into price dynamics and helps them make informed trading decisions based on the relationship between price and moving averages. Adjusting the input parameters allows for customization according to individual trading preferences and market conditions.
Liquidations [ChartPrime]Liquidations Indicator:
The Liquidations indicator is a powerful tool designed to help traders identify significant liquidation levels in financial markets. By analyzing volume data over a specified lookback period, the indicator highlights potential areas where market participants with high leverage positions may face liquidation, providing valuable insights into market dynamics.
Usage:
Traders can use the Liquidations indicator to:
◈ Identify liquidity grab opportunities: Liquidation levels often attract price action as market participants with leveraged positions face the risk of forced liquidation. Traders can anticipate price movements as the market aims to trigger these stops, potentially leading to rapid price movements or reversals.
◈ Confirm trend strength: A cluster of liquidation levels in the same direction as the prevailing trend may confirm the strength of the trend, while divergences between liquidation levels and price movements may signal potential trend reversals.
Settings:
◈ Previous Value Bars Back: Specifies the number of previous bars used in calculating the liquidation levels.
◈ Show Leverage: Allows users to selectively display liquidation levels for different leverage multiples, including 5x, 10x, 25x, 50x, and 100x.
◈ Liquidation Levels Width: Sets the width of the lines representing liquidation levels on the chart.
◈ Short Liquidations Color: Specifies the color of the lines representing short liquidation levels.
◈ Long Liquidations Color: Specifies the color of the lines representing long liquidation levels.
◈ Bar Color: Sets the color of the background bar when the indicator is active.
Visual Representation:
◈ Liquidation levels are plotted as horizontal lines on the chart, with different colors representing short and long liquidation levels.
◈ Each liquidation level is labeled with the corresponding leverage multiple (e.g., 5x, 10x, etc.).
A dashboard displays the active liquidation levels for each leverage multiple, allowing traders to quickly assess the current market conditions.
◈ Time Window allows users to cut off unnecessary part of the chart and concentrate on a current active part of the chart to make better trading decisions:
Interpretation:
Market participants tend to place stop-loss orders near liquidation levels , creating clusters of pending orders. As price approaches these levels, it may trigger a cascade of stop-loss orders, providing liquidity for market orders and potentially leading to rapid price movements in the opposite direction.
Traders can anticipate price reversals or accelerations as price interacts with liquidation levels, using them as reference points for identifying potential entry or exit opportunities.
Note:
While the Liquidations indicator provides valuable insights into market dynamics, traders should use it in conjunction with other technical analysis tools and risk management strategies to make informed trading decisions.
Ghost Tangent Crossings [ChartPrime]Ghost Tangent Crossings (ChartPrime) is a revolutionary way to visualize pivot points and zig-zag patterns that utilizes ellipses. This indicator makes sure that each pivot is plotted from high to low, ensuring a correct zig-zag wave pattern. Before a zig-zag is confirmed Ghost Tangent Crossings (ChartPrime) plots an estimate of the next valid move allowing you to plan well ahead of time. Once it is confirmed, the indicator will fill in the plot with a solid color and print a break label.
Unlike other zig-zag or pivot point indicators, Ghost Tangent Crossings (ChartPrime) only has a pivot lookforward input. This is because the lookback is automatically adjusted based on the last known zig-zag. This allows the indicator to dynamically look for the most recent valid market movement. The equipoint is calculated as the point along the ellipse with an equal change in price on either side. From this point we plot a line with the slope at that location and when the price breaks this level a break label is plotted. Alternatively you can plot this point as a horizontal line. This area works as support and resistance for the market as its the point where the balance in movement is found. We feel that this is a simple and elegant solution to connected zig-zag patterns that utilizes a novel method of visualization that many traders will find useful. With its simple controls and intuitive style, we believe that Ghost Tangent Crossings (ChartPrime) will find a home on most traders charts.
To use Ghost Tangent Crossings (ChartPrime) simply add it to your chart and adjust the lookforward to your taste. From there you can adjust the color of the zig-zags and enable or disable any of the visual features. We have included both wick and body pivot types to accommodate most trading style. From there, you are all done and ready to trade!
Enjoy
[KVA] ICT Dealing rangesNaive aproach of Dynamic Detection of Dealing Ranges:
The script dynamically identifies dealing ranges based on sequences of upward or downward price movements. It uses arrays to track the highest highs and lowest lows after detecting two consecutive up or down bars, a fundamental step towards understanding market structure and potential shifts in momentum.
ICT Concept: Order Blocks & Fair Value Gaps. This aspect can be linked to the identification of order blocks (bullish or bearish) and fair value gaps. Order blocks are essentially the last bearish or bullish candle before a significant price move, which this script could approximate by identifying the highs and lows of potential reversal zones.
Red and Green Ranges for Bullish and Bearish Movements:
The script separates these movements into red (bearish) and green (bullish) ranges, effectively categorizing potential areas of selling and buying pressure.
ICT Concept: Liquidity Pools. Red ranges could be indicative of areas where selling might occur, potentially leading to liquidity pools below these ranges. Conversely, green ranges might indicate potential buying pressure, with liquidity pools above. These areas are critical for ICT traders, as they often represent zones where price may return to "hunt" for liquidity.
Horizontal Lines for High and Low Points:
The indicator draws horizontal lines at the high and low points of these ranges, offering visual cues for significant levels.
ICT Concept: Breaker Blocks & Mitigation Sequences. The high and low points of these ranges can be seen as potential breaker blocks or areas for future mitigation sequences. In ICT terms, breaker blocks are areas where institutional orders have overwhelmed retail stop clusters, creating potential entry points for trend continuation or reversal. The high and low points marked by the indicator could serve as references for these sequences, where price might return to retest these levels.
Customizability and Historical Depth:
With inputs like rangePlot and maxBarsBack, the indicator allows for customization of the number of ranges to display and how far back in the chart history it looks to identify these ranges. This flexibility is crucial for tailoring the analysis to different trading strategies and timeframes.
ICT Concept: Market Structure Analysis. The ability to adjust the depth and number of ranges plotted caters to a detailed market structure analysis, an essential component of ICT methodology. Traders can adjust these parameters to better understand the distribution of buying and selling pressure over time and how actions have shaped price movements.
Murrey Math
The Murrey Math indicator is a set of horizontal price levels, calculated from an algorithm developed by stock trader T.J. Murray.
The main concept behind Murrey Math is that prices tend to react and rotate at specific price levels. These levels are calculated by dividing the price range into fixed segments called "ranges", usually using a number of 8, 16, 32, 64, 128 or 256.
Murrey Math levels are calculated as follows:
1. A particular price range is taken, for example, 128.
2. Divide the current price by the range (128 in this example).
3. The result is rounded to the nearest whole number.
4. Multiply that whole number by the original range (128).
This results in the Murrey Math level closest to the current price. More Murrey levels are calculated and drawn by adding and subtracting multiples of the range to the initially calculated level.
Traders use Murrey Math levels as areas of possible support and resistance as it is believed that prices tend to react and pivot at these levels. They are also used to identify price patterns and possible entry and exit points in trading.
The Murrey Math indicator itself simply calculates and draws these horizontal levels on the price chart, allowing traders to easily visualize them and use them in their technical analysis.
HOW TO USE THIS INDICATOR?
To use the Murrey Math indicator effectively, here are some tips:
1. Choose the appropriate Murrey Math range : The Murrey Math range input (128 by default in the provided code) determines the spacing between the levels. Common ranges used are 8, 16, 32, 64, 128, and 256. A smaller range will give you more levels, while a larger range will give you fewer levels. Choose a range that suits the volatility and trading timeframe you're working with.
2. Identify potential support and resistance levels: The horizontal lines drawn by the indicator represent potential support and resistance levels based on the Murrey Math calculation. Prices often react or reverse at these levels, so they can be used to spot areas of interest for entries and exits.
3. Look for price reactions at the levels: Watch for price action like rejections, bounces, or breakouts at the Murrey Math levels. These reactions can signal potential trend continuation or reversal setups.
4. Trail stop-loss orders: You can place stop-loss orders just below/above the nearest Murrey Math level to manage risk if the price moves against your trade.
5. Set targets at future levels: Project potential profit targets by looking at upcoming Murrey Math levels in the direction of the trend.
7. Adjust range as needed: If prices are consistently breaking through levels without reacting, try adjusting the range input to a different value to see if it provides better levels.
In which asset can this indicator perform better?
The Murrey Math indicator can potentially perform well on any liquid financial asset that exhibits some degree of mean-reversion or trading range behavior. However, it may be more suitable for certain asset classes or trading timeframes than others.
Here are some assets and scenarios where the Murrey Math indicator can potentially perform better:
1. Forex Markets: The foreign exchange market is known for its ranging and mean-reverting nature, especially on higher timeframes like the daily or weekly charts. The Murrey Math levels can help identify potential support and resistance levels within these trading ranges.
2. Futures Markets: Futures contracts, such as those for commodities (e.g., crude oil, gold, etc.) or equity indices, often exhibit trading ranges and mean-reversion trends. The Murrey Math indicator can be useful in identifying potential turning points within these ranges.
3. Stocks with Range-bound Behavior: Some stocks, particularly those of large-cap companies, can trade within well-defined ranges for extended periods. The Murrey Math levels can help identify the boundaries of these ranges and potential reversal points.
4. I ntraday Trading: The Murrey Math indicator may be more effective on lower timeframes (e.g., 1-hour, 30-minute, 15-minute) for intraday trading, as prices tend to respect support and resistance levels more closely within shorter time periods.
5. Trending Markets: While the Murrey Math indicator is primarily designed for range-bound markets, it can also be used in trending markets to identify potential pullback or continuation levels.
Crypto Narratives: Relative StrengthThis indicator offers a unique perspective on the crypto market by focusing on the relative strength of different narratives. It aggregates RSI data from multiple tokens associated with each narrative, providing a comprehensive view of the sentiment and momentum behind these themes. You can use it to take profit, find W bottoms or M tops to enter and exit narratives. and generally see what hot at the moment with lots of pretty colours.
This indicator tracks the relative strength of various crypto narratives using the Relative Strength Index (RSI) of representative tokens. It allows users to gauge the momentum and sentiment behind different themes in the cryptocurrency market.
Functionality:
The indicator calculates the average RSI values for the current leading tokens associated with ten different crypto narratives:
- AI (Artificial Intelligence)
- Ordinals
- DeFi (Decentralized Finance)
- Memes
- Gaming
- Level 1 (Layer 1 Protocols)
- Sol Betas (Solana Ecosystem)
- Storage/DePin
- RWA (Real-World Assets)
- ReStaking
he average RSI values for each narrative are calculated by summing the RSI values of the associated tokens and dividing by the number of tokens. The indicator plots the 3-period simple moving average (SMA) of each narrative's RSI using different colors and line styles.
Users can customize the RSI length, line width, and label offset through the input options. If the "Show Labels" option is enabled, the indicator displays labels for each narrative's RSI value on the most recent bar.
The indicator also includes horizontal lines representing overbought and oversold levels, which can be adjusted through the input options. Alerts are triggered when a narrative's RSI crosses above the overbought level or below the oversold level. The alerts include the narrative name, RSI value, and a suggestion to consider selling or buying.
Foxy's Z-ScoreIntroducing Foxy's Z-Score Indicator, a powerful tool for identifying potential trend reversals and market anomalies. This indicator calculates the Z-Score of the closing price, which represents the number of standard deviations from the mean, providing valuable insights into the market's behavior.
Key Features:
Auto Length Selection: The script automatically selects the optimal length based on the selected timeframe, ensuring accurate calculations and relevant signals.
Customizable Length and Standard Deviations: Users can manually input their preferred length and standard deviation values, offering flexibility to adapt to various trading strategies and market conditions.
Visual Representation: The indicator plots the Z-Score line along with three horizontal lines representing the standard deviation values, making it easy to identify overbought and oversold conditions.
Multiple Timeframes: The indicator works seamlessly across different timeframes, allowing traders to analyze short-term and long-term trends.
By incorporating Foxy's Z-Score Indicator into your trading toolkit, you can enhance your ability to spot potential market reversals and make more informed trading decisions.
Sadgir Patterns with SL/TPThe "Sadgir Patterns with SL/TP" is a cutting-edge trading indicator designed for traders seeking to leverage the power of Hull Moving Averages in conjunction with phase accumulation analysis. This unique indicator, developed on the Pine Script platform, is ideal for various markets, including stocks, forex, cryptocurrencies, and commodities.
Key Features:
Adaptive Hull Moving Average: Utilizes an adaptive Hull Moving Average, which provides a smooth and responsive moving average line, aiding in identifying trend directions and potential market reversals.
Phase Accumulation Analysis: Integrates phase accumulation calculations to dynamically adjust the length of the Hull Moving Average, ensuring that the indicator stays in sync with market conditions.
Signal Generation: Generates clear "Long" and "Short" signals, which are visually represented on the chart, assisting traders in making informed decisions.
Dynamic Stop Loss and Take Profit Levels: Automatically calculates and plots dynamic stop loss (SL) and take profit (TP) levels as horizontal lines on the chart, based on user-defined percentage settings. These levels adjust in real-time with the price action, offering a systematic approach to risk management.
Customizable Settings: Provides users with the flexibility to adjust the source of the moving average, power settings for the Hull Moving Average, cycles, and powers for phase accumulation, as well as the percentage values for SL and TP levels.
Visual and Alert Features: Includes options for coloring the bars based on the trend direction and displays trade signals with distinct shapes. Additionally, alert conditions are set for both Long and Short signals, enabling traders to stay informed of potential trade opportunities.
Usage:
This indicator is designed for traders of all levels, from beginners to advanced. It can be used for trend following, catching reversals, or as part of a larger trading strategy. The dynamic SL and TP levels aid in managing trades effectively, providing both entry and exit points. However, traders are advised to use this indicator in conjunction with other analysis tools and consider the overall market context for the best results.
Disclaimer:
Trading involves risk, and it's important to do your own research and consider your risk tolerance before using this indicator. This tool is not intended as financial advice.
NSE:BANKNIFTY
NSE:NIFTY
MCX:CRUDEOIL1!
Weighted Alpha with Zero line indicatorDescription:
This script introduces an Enhanced Weighted Alpha Indicator, designed for traders and analysts who seek a more nuanced view of market momentum and trend strength. The Weighted Alpha is a sophisticated measure that combines the concepts of price change and consistency of trend over a specified period. This version of the indicator is enhanced with a customizable lambda value, allowing users to fine-tune the sensitivity according to their trading strategy.
Key Features:
Weighted Alpha Calculation: The script calculates the Weighted Alpha based on the daily return of the asset, adjusted by a decay factor (lambda). This provides a smoothed, long-term view of the asset's momentum.
Customizable Lambda: Users can adjust the lambda value to modify the rate at which older data decreases in relevance. A higher lambda value gives more weight to recent data, making the indicator more sensitive to recent price movements.
Zero Line Indicator: A dotted red horizontal line at the 0 value on the y-axis serves as a quick visual reference. This line helps in identifying when the Weighted Alpha crosses from positive to negative or vice versa, indicating potential shifts in market momentum.
Separate Chart Pane: The Weighted Alpha is plotted on a separate pane below the main chart, providing a clear and uncluttered view.
Usage:
Trend Analysis: A positive Weighted Alpha indicates an upward trend, while a negative value suggests a downward trend. The magnitude of the Weighted Alpha gives an idea of the trend's strength.
Crossover Signals: Watch for the Weighted Alpha line crossing the zero line. Such crossovers can signal potential trend reversals.
Customization: Experiment with different lambda values to match the indicator's sensitivity with your trading style. A lower lambda smooths out the line more, while a higher lambda makes it more responsive to recent price changes.
Conclusion:
This Enhanced Weighted Alpha Indicator is a powerful tool for traders looking to analyze and anticipate market trends with greater precision. Its customization options and clear visual representation make it a valuable addition to any trader's toolkit.
Relative Strength Trend Indicator (RSTI)This indicator is called the "Relative Strength Trend Indicator" (RSTI), designed to assess the relative strength of a trend.
Here is a detailed explanation of how it works and how traders can interpret it:
Indicator Operation:
1. Data Source (src): The indicator considers a data source, typically the closing price (close), but this can be adjusted according to the trader's preferences.
2. Period Length (Length): This determines the period used to calculate the simple moving average (SMA) of the data source. A longer period smoothes the indicator, while a shorter period makes it more responsive.
3. Multiplier (Multiplier): This is a multiplication factor applied to the Average True Range (ATR), adjusting the width of the bands.
4. Signal Length (Signal Length): This period is used to calculate the simple moving average of the relative strength (l_strength). It determines the sensitivity of the signal to changes in relative strength.
Interpretation of the Indicator:
1. Upper Strength Band (Upper Level): This line is drawn at 80 and represents a high strength level. When relative strength exceeds this value, it may indicate a potential overbought market.
2. Lower Strength Band (Lower Level): This line is drawn at 20 and represents a low strength level. When relative strength is below this value, it may indicate a potential oversold market.
3. RSTI Strength: The main line of the indicator, representing the calculated relative strength. When this line exceeds 50, it may indicate an uptrend, while a value below 50 may indicate a downtrend.
4. Filling Zones: These colored zones between levels 80 and 50, and between 50 and 20, can help quickly visualize relative strength. A colored zone above 50 indicates positive strength, while a colored zone below 50 indicates negative strength.
Qualities of the Indicator:
1. Adaptability: The use of ATR and the flexibility of parameters (length, multiplier, signal_length) allow the indicator to adapt to different market conditions.
2. Visual Clarity: Colored filling zones and horizontal lines make it easy to visualize relative strength levels.
3. Strength Signal: The signal line (RSTI Strength) allows traders to quickly spot changes in relative strength, facilitating decision-making.
4. Responsiveness: The combination of smoothed moving averages and relative strength indicators allows responsiveness to trend changes while reducing false signals.
It is essential to note that while this indicator can provide valuable insights, it is always recommended to use it in conjunction with other technical analysis tools for informed decision-making.
Donchian Channels %I enjoy Donchian Channels for identifying trends. However, I hate having them on my chart. They are next to impossible to interpret at a glance. This script converts DCs to a % making a useful oscillator. The horizontal lines on the chart correspond to the Fib retracements below 50%. There are many ways to trade using this script and it works on any time frame. Moving average crosses are worth your attention, particularly, the 34 period MA (purple line). Enjoy and happy trading.
[KVA]Donchian Channel Percentage" The 'Donchian Channel Percentage ' (DC%) indicator, developed for TradingView’s Pine Script Version 5, is a unique tool designed to measure the current price’s position within the Donchian Channel. The Donchian Channel, a popular indicator in technical analysis, is defined by the highest high and the lowest low over a user-specified period.
Key Features :
User-Defined Period: Users can customize the lookback period (default 20 periods), allowing flexibility in different trading styles and timeframes.
Channel Calculation: The upper and lower bounds of the Donchian Channel are calculated based on the highest high and lowest low over the chosen period.
Percentage Calculation: DC% quantifies where the current price lies within the channel, presented as a percentage. A value of 0% indicates the price at the channel's low, and 100% signifies the price at the high.
Visualization: The DC% is plotted as a line graph, providing a clear visual representation of the price’s relative position. The indicator includes horizontal lines at 0% and 100%, marked in red and green, respectively, to depict the channel's boundaries.
Market Analysis Tool: DC% offers insights into market trends and potential overbought or oversold conditions, making it a valuable addition for traders who focus on channel-based strategies.
Applications :
The DC% is particularly useful for identifying breakout scenarios and potential reversals.
Traders can use this tool in conjunction with other indicators to enhance their market analysis, especially in strategies that capitalize on price extremes within a defined range.
In summary, the Donchian Channel Percentage offers traders a simple yet powerful tool to gauge the current price’s position within a historical high-low range. Its adaptability across various assets and timeframes makes it a versatile addition to any technical trader’s toolkit."
ATH Drawdown Indicator by Atilla YurtsevenThe ATH (All-Time High) Drawdown Indicator, developed by Atilla Yurtseven, is an essential tool for traders and investors who seek to understand the current price position in relation to historical peaks. This indicator is especially useful in volatile markets like cryptocurrencies and stocks, offering insights into potential buy or sell opportunities based on historical price action.
This indicator is suitable for long-term investors. It shows the average value loss of a price. However, it's important to remember that this indicator only displays statistics based on past price movements. The price of a stock can remain cheap for many years.
1. Utility of the Indicator:
The ATH Drawdown Indicator provides a clear view of how far the current price is from its all-time high. This is particularly beneficial in assessing the magnitude of a pullback or retracement from peak levels. By understanding these levels, traders can gauge market sentiment and make informed decisions about entry and exit points.
2. Risk Management:
This indicator aids in risk management by highlighting significant drawdowns from the ATH. Traders can use this information to adjust their position sizes or set stop-loss orders more effectively. For instance, entering trades when the price is significantly below the ATH could indicate a higher potential for recovery, while a minimal drawdown from the ATH may suggest caution due to potential overvaluation.
3. Indicator Functionality:
The indicator calculates the percentage drawdown from the ATH for each trading period. It can display this data either as a line graph or overlaid on candles, based on user preference. Horizontal lines at -25%, -50%, -75%, and -100% drawdown levels offer quick visual cues for significant price levels. The color-coding of candles further aids in visualizing bullish or bearish trends in the context of ATH drawdowns.
4. ATH Level Indicator (0 Level):
A unique feature of this indicator is the 0 level, which signifies that the price is currently at its all-time high. This level is a critical reference point for understanding the market's peak performance.
5. Mean Line Indicator:
Additionally, this indicator includes a 'Mean Line', representing the average percentage drawdown from the ATH. This average is calculated over more than a thousand past bars, leveraging the law of large numbers to provide a reliable mean value. This mean line is instrumental in understanding the typical market behavior in relation to the ATH.
Disclaimer:
Please note that this ATH Drawdown Indicator by Atilla Yurtseven is provided as an open-source tool for educational purposes only. It should not be construed as investment advice. Users should conduct their own research and consult a financial advisor before making any investment decisions. The creator of this indicator bears no responsibility for any trading losses incurred using this tool.
Please remember to follow and comment!
Trade smart, stay safe
Atilla Yurtseven
Absolute Momentum (Time Series Momentum)Absolute momentum , also known as time series momentum , focuses on the trend of an asset's own past performance to predict its future performance. It involves analyzing an asset's own historical performance, rather than comparing it to other assets.
The strategy determines whether an asset's price is exhibiting an upward (positive momentum) or downward (negative momentum) trend by assessing the asset's return over a given period (standard look-back period: 12 months or approximately 250 trading days). Some studies recommend calculating momentum by deducting the corresponding Treasury bill rate from the measured performance.
Absolute Momentum Indicator
The Absolute Momentum Indicator displays the rolling 12-month performance (measured over 250 trading days) and plots it against a horizontal line representing 0%. If the indicator crosses above this line, it signifies positive absolute momentum, and conversely, crossing below indicates negative momentum. An additional, optional look-back period input field can be accessed through the settings.
Hint: This indicator is a simplified version, as some academic approaches measure absolute momentum by subtracting risk-free rates from the 12-month performance. However, even with higher rates, the values will still remain close to the 0% line.
Benefits of Absolute Momentum
Absolute momentum, which should not be confused with relative momentum or the momentum indicator, serves as a timing instrument for both individual assets and entire markets.
Gary Antonacci , a key contributor to the absolute momentum strategy (find study below), emphasizes its effectiveness in multi-asset portfolios and its importance in long-only investing. This is particularly evident in a) reducing downside volatility and b) mitigating behavioral biases.
Moskowitz, Ooi, and Pedersen document significant 'time series momentum' across various asset classes, including equity index, currency, commodity, and bond futures, in 58 liquid instruments (find study below). There's a notable persistence in returns ranging from one to 12 months, which tends to partially reverse over longer periods. This pattern aligns with sentiment theories suggesting initial under-reaction followed by delayed over-reaction.
Despite its surprising ease of implementation, the academic community has successfully measured the effects of absolute momentum across decades and in every major asset class, including stocks, bonds, commodities, and foreign exchange (FX).
Strategies for Implementing Absolute Momentum:
To Buy a Stock:
Select a Look-Back Period: Choose a historical period to analyze the stock's performance. A common period is 12 months, but this can vary based on your investment strategy.
Calculate Excess Return: Determine the stock's excess return over this period. You can also assume a risk-free rate of "0" to simplify the process.
Evaluate Momentum:
If the excess return is positive, it indicates positive absolute momentum. This suggests the stock is in an upward trend and could be a good buying opportunity.
If the excess return is negative, it suggests negative momentum, and you might want to delay buying.
Consider further conditions: Align your decision with broader market trends, economic indicators, or fundamental analysis, for additional context.
To Sell a Stock You Own:
Regularly Monitor Performance: Use the same look-back period as for buying (e.g., 12 months) to regularly assess the stock's performance.
Check for Negative Momentum: Calculate the excess return for the look-back period. Again, you can assume a risk-free rate of "0" to simplify the process. If the stock shows negative momentum, it might be time to consider selling.
Consider further conditions:Align your decision with broader market trends, economic indicators, or fundamental analysis, for additional context.
Important note: Note: Entering a position (i.e., buying) based on positive absolute momentum doesn't necessarily mean you must sell it if it later exhibits negative absolute momentum. You can initiate a position using positive absolute momentum as an entry indicator and then continue holding it based on other criteria, such as fundamental analysis.
General Tips:
Reassessment Frequency: Decide how often you will reassess the momentum (monthly, quarterly, etc.).
Remember, while absolute momentum provides a systematic approach, it's recommendable to consider it as part of a broader investment strategy that includes diversification, risk management, fundamental analysis, etc.
Relevant Capital Market Studies:
Antonacci, Gary. "Absolute momentum: A simple rule-based strategy and universal trend-following overlay." Available at SSRN 2244633 (2013)
Moskowitz, Tobias J., Yao Hua Ooi, and Lasse Heje Pedersen. "Time series momentum." Journal of financial economics 104.2 (2012): 228-250
NDOG + ASIA CONFLUENCENDOG (New Day Opening Gap) Visualization:
The indicator identifies and visualizes New Day Opening Gaps (NDOGs), which are essentially the differences between the opening price of a new trading day and the closing price of the previous day.
For each NDOG identified, it creates a box on the chart that highlights the high and low price range of the NDOG.
The color of these boxes, as well as the number of NDOGs to be displayed, can be customized by the user.
Asia Session Highlighting:
The indicator includes a feature to highlight the Asia trading session, typically spanning from 18:00 to 00:00, but customizable to suit different time zones or preferences.
It does not dynamically calculate or display the Asia session but uses a fixed time input by the user.
The color for highlighting the Asia session can be chosen by the user.
Additional Lines on NDOGs:
The script draws horizontal lines at the high and low of each NDOG, spanning from 18:00 to 00:00, to visually represent the range of the NDOG during the Asia session.
The color of these lines can be customized.
Customizability:
The indicator provides various input options for users to customize the colors of the NDOG boxes and the lines that represent the high and low of the NDOGs.
Purpose and Usage:
This indicator is useful for traders who focus on price gaps between trading days and are particularly interested in the price action during the Asia trading session.
It helps in identifying potential zones of interest where significant price movements or trading activities could occur, especially at the opening of a new trading day.
BTC - Hotness Index### Script Description
#### BTC - Hotness Index
This Pine Script, version 4, aims to generate a "Hotness Index" for Bitcoin (BTC) trading by utilizing a Pi Cycle Top Indicator. The script operates in a daily (`1D`) time frame and involves calculating two Simple Moving Averages (SMA) based on `close` prices:
- 111-day SMA (`D_111SMA`)
- 350-day SMA (`D_350SMA`) multiplied by 2
The primary indicator (`pi_indicator`) is derived by dividing `D_111SMA` by `D_350SMA`.
##### Sell Signal
A sell signal is plotted as a histogram if `pi_indicator` crosses above 1 (`pi_plot` variable).
##### Buy Signal
A buy signal is plotted as a histogram if `pi_indicator` crosses below 0.35 (`pi_plot_buy` variable).
##### Horizontal Lines
Two horizontal lines are included to denote the "Buy Zone" and "Sell Zone":
- "Sell Zone" at `pi_indicator` level of 1
- "Buy Zone" at `pi_indicator` level of 0.35
##### Plotting
Histogram plots are used for visualizing the signals:
- Sell signals are colored red (`RGB: 255, 59, 59`)
- Buy signals are colored green (`RGB: 82, 255, 59`)
This script provides traders a visual guide for potential buy/sell opportunities based on the Pi Cycle Top Indicator and the Hotness Index for Bitcoin. It operates under the terms of the Mozilla Public License 2.0.
Volume Spike Analysis [Trendoscope]The Volume Spike Analysis is designed to detect volume spikes in a trading instrument's data. Rather than relying on the traditional method of comparing volume to its moving average, this indicator employs a distinctive approach to ensure accuracy.
Methodology
Historical Volume Comparison: The indicator first assesses the current bar's volume, say 100k, and looks back historically to determine the last instance when the volume was equal to or exceeded this level.
High Volume Bar Gap Calculation: The intervals or gaps between high volume bars are recorded. These gaps help in determining how common or rare a particular volume spike is.
Spike Magnitude Determination: Here, the extent of the volume spike is gauged in relation to either the median, lowest, or average volume of the intervening bars. The reference metric (median, lowest, or average) can be chosen by the user through the "Volume Spike Reference" input parameter.
Spike Percentile Analysis: The calculated spike magnitude (as a percentage of the reference volume) is cataloged. This collection aids in understanding the relative intensity of the current volume spike when compared to previous spikes.
Threshold Comparisons: The indicator then compares the calculated "High Volume Distance Percentile" to the "Last High Volume Distance Percentile" and the "Volume Spike Percentile" to the "Volume Spike Threshold". If these values surpass the preset thresholds, the current bar is flagged as a high volume or volume spike bar.
Visual Components
Bar Highlighting : High volume or volume spike bars are accentuated with bright colors for easy identification. All other bars have increased transparency to reduce visual clutter.
Distance from the High Volume Bar: Indication of the number of bars since the last high volume occurrence and its respective percentile.
Comparative Factors: A factor representing the magnitude by which the current volume surpasses the lowest, median, and average volumes.
Lowest, Median and Average Volumes: The lowest and median volumes are indicated by tooltips on lines marking the respective bars. The average volume is depicted as a dotted horizontal line, with a triangle marker tooltip revealing its value.
This indicator offers a nuanced analysis of volume spikes, aiding traders in making more informed decisions.
