Range Bar Gaps DetectorRange Bar Gaps Detector
Overview
The Range Bar Gaps Detector identifies price gaps across multiple range bar sizes (12, 24, 60, and 120) on any trading instrument, helping traders spot potential support/resistance zones or breakout opportunities. Designed for Pine Script v6, this indicator detects gaps on range bars and exports data for use in companion scripts like Range Bar Gaps Overlap, making it ideal for multi-timeframe gap analysis.
Key Features
Multi-Range Gap Detection: Identifies gaps on 12, 24, 60, and 120-range bars, capturing both bullish (gap up) and bearish (gap down) price movements.
Customizable Sensitivity: Includes a user-defined minimum deviation (default: 10% of 14-period SMA) for 12-range gaps to filter out noise.
7-Day Lookback: Automatically prunes gaps older than 7 days to focus on recent, relevant price levels.
Data Export: Serializes up to 10 gaps per range (tops, bottoms, start bars, highest/lowest prices, and age) for seamless integration with overlap analysis scripts.
Debugging Support: Plots gap counts and aggregation data in the Data Window for easy verification of detected gaps.
How It Works
The indicator aggregates price movements to simulate higher range bars (24, 60, 120) from a base range bar chart. It detects gaps when the price jumps significantly between bars, ensuring gaps meet the minimum deviation threshold for 12-range bars. Gaps are stored in arrays, serialized for external use, and pruned after 7 days to maintain efficiency.
Usage
Add to your range bar chart (e.g., 12-range) to detect gaps across multiple ranges.
Use alongside the Range Bar Gaps Overlap indicator to visualize gaps and their overlaps as boxes on the chart.
Check the Data Window to confirm gap counts and sizes for each range (12, 24, 60, 120).
Adjust the "Minimal Deviation (%) for 12-Range" input to control gap detection sensitivity.
Settings
Minimal Deviation (%) for 12-Range: Set the minimum gap size for 12-range bars (default: 10% of 14-period SMA).
Range Sizes: Fixed at 24, 60, and 120 for higher range bar aggregation.
Notes
Ensure the script is published under your TradingView username (e.g., GreenArrow2005) for use with companion scripts.
Best used on range bar charts to maintain consistent gap detection.
For advanced overlap analysis, pair with the Range Bar Gaps Overlap indicator to highlight zones where gaps from different ranges align.
Ideal For
Traders seeking to identify key price levels for support/resistance or breakout strategies.
Multi-timeframe analysts combining gap data across various range bar sizes.
Developers building custom indicators that leverage gap data for advanced charting.
Cari dalam skrip untuk "the script"
Black–Scholes model - Options premium calculatorBlack-Scholes Options Pricing Calculator in Pine Script Introduction
The Black-Scholes model is one of the most widely used mathematical models for pricing options. It provides a theoretical estimate of the price of European-style options based on factors such as the underlying asset price, strike price, time to expiration, volatility, risk-free rate, and option type.
This Pine Script implementation of the Black-Scholes options pricing model enables traders to calculate call and put option prices directly within TradingView, helping them assess potential trades more efficiently.
What Does This Script Do?
This script allows traders to input essential option parameters and instantly calculate both call and put option prices using the Black-Scholes formula. It provides:
• A user-friendly interface for inputting option parameters.
• Automatic computation of option prices.
• Real-time updates as market data changes.
Key Features:
• Uses the Black-Scholes formula to compute European call and put option prices.
• User-defined inputs for stock price, strike price, time to expiration, volatility, and risk-free rate.
• Displays calculated option prices on the TradingView chart.
Understanding the Black-Scholes Formula:
The Black-Scholes model is given by the following equations:
C=S0N(d1)−Xe−rtN(d2)C = S_0 N(d_1) - Xe^{-rt} N(d_2) P=Xe−rtN(−d2)−S0N(−d1)P = Xe^{-rt} N(-d_2) - S_0 N(-d_1)
Where:
• CC = Call option price
• PP = Put option price
• S0S_0 = Current stock price
• XX = Strike price
• rr = Risk-free interest rate
• tt = Time to expiration (in years)
• σ\sigma = Volatility of the stock (annualized)
• N(x)N(x) = Cumulative standard normal distribution
• d1d_1 and d2d_2 are given by:
d1=ln(S0/X)+(r+σ2/2)tσtd_1 = \frac{ \ln(S_0/X) + (r + \sigma^2/2)t }{ \sigma \sqrt{t} } d2=d1−σtd_2 = d_1 - \sigma \sqrt{t}
This script implements these calculations efficiently in Pine Script to help traders quickly determine fair values for options based on current market conditions.
Example Calculation:
(The following example values were true at the time of publishing this script. Option prices fluctuate constantly, so actual values may vary.)
• Underlying asset price (NIFTY): 23,519.35
• ATM Call Strike Price: 23,500
• ATM Put Strike Price: 23,550
• IV (Implied Volatility) for Call Option: 8.1%
• IV (Implied Volatility) for Put Option: 10.1%
• Expiry Date: April 3, 2025
Using the Black-Scholes model, the calculated theoretical prices are:
• Theoretical ATM CE price: ₹129
• Theoretical ATM PE price: ₹118
For comparison, the actual option prices from the option chain table at the time of writing were:
• Actual ATM CE price: ₹139.70
• Actual ATM PE price: ₹120.30
As we can see, there is a larger difference between the theoretical price and actual market price for the ATM Call option compared to the ATM Put option.
If you're an experienced trader, you likely know how to use this kind of information to identify potential market inefficiencies or trading opportunities.
How to Use This Script:
1. Add the script to your TradingView chart.
2. Input the necessary parameters such as stock price, strike price, volatility, risk-free rate, and time to expiration.
3. View the calculated call and put option prices directly on the chart.
This Black-Scholes options pricing calculator provides a convenient way to compute theoretical option prices within TradingView. It helps traders analyse whether an option is fairly priced based on market conditions.
While the Black-Scholes model has its limitations (e.g., it does not account for early exercise of American options or dividend payments), it remains a powerful tool for European-style options pricing and a foundational concept in financial markets.
A handy little tool! Unfortunately, this script requires manual data entry since automatic data capture is currently not possible. If this ever becomes feasible in the future, an updated version will be released.
Try it out and let me know your feedback!
Disclaimer:
Please note that this is only for study/educational purpose and is just one of the many tools a trader may use.
Use it at your own risk.
Regards!
Watchlist & Symbols Distribution [Daveatt]TLDR;
I got bored so I just coded the TradingView watchlist interface in Pinescript :)
TLDR 2:
Sharing it open-source what took me 1 full day to code - haven't coded in Pinescript in a long time, so I'm a bit slow for now :)
█ OVERVIEW
This script offers a comprehensive market analysis tool inspired by TradingView's native watchlist interface features.
It combines an interactive watchlist with powerful distribution visualization capabilities and a performance comparison panel.
The script was developed with a focus on providing multiple visualization methods while working within PineScript's limitations.
█ DEVELOPMENT BACKGROUND
The pie chart implementation was greatly inspired by the ( "Crypto Map Dashboard" script / )
adapting its circular visualization technique to create dynamic distribution charts. However, due to PineScript's 500-line limitation per script, I had to optimize the code to allow users to switch between pie chart analysis and performance comparison modes rather than displaying both simultaneously.
█ SETUP AND DISPLAY
For optimal visualization, users need to adjust the chart's display settings manually.
This involves:
Expanding the indicator window vertically to accommodate both the watchlist and graphical elements
Adjusting the Y-axis scale by dragging it to ensure proper spacing for the comparison panel grid
Modifying the X-axis scale to achieve the desired time window display
Fine-tuning these adjustments whenever switching between pie chart and comparison panel modes
These manual adjustments are necessary due to PineScript's limitations in controlling chart scaling programmatically. While this requires some initial setup, it allows users to customize the display to their preferred viewing proportions.
█ MAIN FEATURES
Distribution Analysis
The script provides three distinct distribution visualization modes through a pie chart.
Users can analyze their symbols by exchanges, asset types (such as Crypto, Forex, Futures), or market sectors.
If you can't see it well at first, adjust your chart scaling until it's displayed nicely.
Asset Exchanges
www.tradingview.com
Asset Types
Asset Sectors
The pie charts feature an optional 3D effect with adjustable depth and angle parameters. To enhance visual customization, four different color schemes are available: Default, Pastel, Dark, and Neon.
Each segment of the pie chart includes interactive tooltips that can be configured to show different levels of detail. Importantly, the pie chart only visualizes the distribution of selected assets (those marked with a checkmark in the watchlist), providing a focused view of the user's current interests.
Interactive Watchlist
The watchlist component displays real-time data for up to 10 user-defined symbols. Each entry shows current price, price changes (both absolute and percentage), volume metrics, and a comparison toggle.
The table is dynamically updated and features color-coded entries that correspond to their respective performance lines in the comparison chart. The watchlist serves as both an information display and a control panel for the comparison feature.
Performance Comparison
One of the script's most innovative features is its performance comparison panel.
Using polylines for smooth visualization, it tracks the 30-day performance of selected symbols relative to a 0% baseline.
The comparison chart includes a sophisticated grid system with 5% intervals and a dynamic legend showing current performance values.
The polyline implementation allows for fluid, continuous lines that accurately represent price movements, providing a more refined visual experience than traditional line plots. Like the pie charts, the comparison panel only displays performance lines for symbols that have been selected in the watchlist, allowing users to focus on their specific assets of interest.
█ TECHNICAL IMPLEMENTATION
The script utilizes several advanced PineScript features:
Dynamic array management for symbol tracking
Polyline-based charting for smooth performance visualization
Real-time data processing with security calls
Interactive tooltips and labels
Optimized drawing routines to maintain performance
Selective visualization based on user choices
█ CUSTOMIZATION
Users can personalize almost every aspect of the script:
Symbol selection and comparison preferences
Visual theme selection with four distinct color schemes
Pie chart dimensions and positioning
Tooltip information density
Component visibility toggles
█ LIMITATIONS
The primary limitation stems from PineScript's 500-line restriction per script.
This constraint necessitated the implementation of a mode-switching system between pie charts and the comparison panel, as displaying both simultaneously would exceed the line limit. Additionally, the script relies on manual chart scale adjustments, as PineScript doesn't provide direct control over chart scaling when overlay=false is enabled.
However, these limitations led to a more focused and efficient design approach that gives users control over their viewing experience.
█ CONCLUSION
All those tools exist in the native TradingView watchlist interface and they're better than what I just did.
However, now it exists in Pinescript... so I believe it's a win lol :)
Supertrend Alert with Arrows and Time FilterOverview
This script is designed to generate trading signals based on the Supertrend indicator, a popular technical analysis tool. The Supertrend indicator is used to identify the direction of the market trend and potential reversal points.
Supertrend Settings
The script uses two sets of Supertrend settings:
Small Supertrend
Factor: 3.0
ATR Period: 10
Big Supertrend
Factor: 10.0
ATR Period: 30
These settings are fixed and should not be altered to maintain the integrity of the signal generation process.
Configurable Parameters
startHour: The hour at which signal generation begins.
endHour: The hour at which signal generation ends.
These parameters allow users to focus on specific trading hours, optimizing the signal relevance to their trading strategy.
Signal Types
The script generates two types of signals:
Type 1: Reversal Signal
Long Signal: Triggered when the big Supertrend is in an uptrend, and the small Supertrend transitions from a downtrend to an uptrend.
Short Signal: Triggered when the big Supertrend is in a downtrend, and the small Supertrend transitions from an uptrend to a downtrend.
Type 2: Trend Change Signal
Long Signal: Triggered when the big Supertrend changes from a downtrend to an uptrend.
Short Signal: Triggered when the big Supertrend changes from an uptrend to a downtrend.
How the Script Works
Initialization: The script initializes with predefined Supertrend settings.
Data Input: Market data (e.g., price data) is fed into the script.
Supertrend Calculation: The script calculates the Supertrend values using the predefined factors and ATR periods.
Signal Detection: The script monitors the Supertrend values and detects the defined signals based on the conditions mentioned above.
Time Filtering: Signals are filtered based on the specified startHour and endHour, ensuring only relevant signals are displayed within the desired timeframe.
Usage
Set Parameters: Define startHour and endHour according to your trading schedule.
Run Script: Execute the script with market data input.
Interpret Signals: Monitor the generated signals and use them to inform your trading decisions.
Originality
Dual Supertrend Usage: The use of both a small and a big Supertrend to generate signals adds a layer of complexity and reliability to the signals.
Time-Based Filtering: Allows traders to focus on specific trading hours, enhancing the relevance and accuracy of signals.
Two Signal Types: The combination of reversal signals and trend change signals provides comprehensive market insights.
Conclusion
This Supertrend Signal Generator is a robust tool for traders seeking to leverage the Supertrend indicator for more informed trading decisions. By combining dual Supertrend settings and configurable trading hours, the script offers unique and flexible signal generation capabilities.
Waves MultiTimeframe AlfredThe price on the charts moves quite chaotically, but when we look at a given interval (and eliminate the noise created on the lower interval), we can distinguish trend price movements up and down. They are almost never a straight line, but the price reaches higher and higher lows - we have up trend or lower and lower highs when we have a down trend.
There are many theories trying to describe trend movements, and many trend change detectors have been created on their basis.
In last centry we we had few famous researchers of investment theories, one of them was the Japanese journalist and investor Goichi Hosoda, creator of Ichimoku trading theory.
Goichi Hosoda proposed a trend change detector called Kyushu Legs. This detector compares the values of the current price with the price from 9 weeks ago and illustrates them using a candlestick chart. Than on the chart we can distinguishes B, P, Y formations that allow us to determine the trend and notify about trend change moment. This idea was developed further. The set of Kyushu Legs formations (B, P, Y) has been transferred to raw price chart and transformed into a set of rules detecting trend changes on the current price chart. A unique feature this method is the comparison of the parameters of neighboring candles in order to dynamically determine the values beyond which the trend changes. This eliminate the need of predefined threshold values and adjusting it to different price ranges.
Described trend detector is available on TradingView under the name "Waves" and was a starting point of a whole package of "Waves" scripts built around this detector.
"Waves MultiTimeframe Alfred" is part of the "Waves" package. It is an extension of trend detector with the ability to analyze in parallel candle data taken from higher intervals. Thanks to that this detector detects moments of trend changes on many intervals at once.
In top-right corner it displays a window with basic informations about trend (and potencial trend change moment) at higher intervals, such as:
- Trend direction confirmed on last closed candle
- In real time trend direction with the assumption that candle will be closes at current price level.
- Time to current candle close
- Price change done by the current candle
- Price's distance to the trend change threshold
Trend direction and potencial trend change are shown with a symbols:
↗ - Continuation of up trend
↘ - Continuation of down trend
↺ - Trend change to up trend
↷ - Trend change to down trend
This script supports 2 trend detection rulesets:
- Low - More sensitive trend detection ruleset, detects changes faster and more often than Medium, announcing potential changes in the Medium trend
- Medium - Less sensitive trend detection ruleset detecting trends on the chart.
Remember, until candle is not close price can move and trend indication can change. All trend indicators have a delay and are describing past till now. Future prediction cannot be done by software.
This script can be used alone, but the creator's intention was to use it together with other scripts from the "Waves" package. e.g. It can be used with the "Waves" script which draw trend lines and trend change moments on the current interval and we can use "Waves MultiTimeframe Alfred" as an assistant showing basic trends situation on up to 3 higher intervals.
Script settings:
Timeframe 1,2,3 - Option to pick 3 higher timeframes with text and background color settings.
Timer - Showing count down timer to the end of current bar on that interval
Candles - Showing candle symbol with current price change done on that interval. A separate candle color can be picked for price up and down candles.
Low wave row - Row with low trend symbol and price distance to the current low trend threshold (trend change price).
↗ - Continuation of up trend
↘ - Continuation of down trend
↺ - Trend change to up trend
↷ - Trend change to down trend
Low wave last bar symbol - Symbol of trend confirmed by previous bar. Drawn in the first line before interval symbol:
↗ - up trend
↘ - down trend
Mid wave row - Row with mid trend symbol and price distance to the current mid trend threshold (trend change price).
↗ - Continuation of up trend
↘ - Continuation of down trend
↺ - Trend change to up trend
↷ - Trend change to down trend
Mid wave last bar symbol - Symbol of trend confirmed by previous bar. Drawn in the first line after interval symbol:
↗ - up trend
↘ - down trend
Warnings - Showing explanation messages when interval data are not available.
Signal change - Experimental option to signal trend change with a different color.
Troubleshooting:
In case of any problems, please send error details to the author of the script.
dashboard MTF,EMA User Guide: Dashboard MTF EMA
Script Installation:
Copy the script code.
Go to the script window (Pine Editor) on TradingView.
Paste the code into the script window.
Save the script.
Adding the Script to the Chart:
Return to your chart on TradingView.
Look for the script in the list of available scripts.
Add the script to the chart.
Interpreting the Table:
On the right side of the chart, you will see a table labeled "EMA" with arrows.
The rows correspond to different timeframes: 5 minutes (5M), 15 minutes (15M), 1 hour (1H), 4 hours (4H), and 1 day (1D).
Understanding the Arrows:
Each row of the table has two columns: "EMA" and an arrow.
"EMA" indicates the trend of the Exponential Moving Average (EMA) for the specified period.
The arrow indicates the direction of the trend: ▲ for bullish, ▼ for bearish.
Table Colors:
The colors of the table reflect the current trend based on the comparison between fast and slow EMAs.
Blue (▲) indicates a bullish trend.
Red (▼) indicates a bearish trend.
Table Theme:
The table has a dark (Dark) or light (Light) theme according to your preference.
The background, frame, and colors are adjusted based on the selected theme.
Usage:
Use the table as a quick indicator of trends on different timeframes.
The arrows help you quickly identify trends without navigating between different time units.
Designed to simplify analysis and avoid cluttering the chart with multiple indicators.
Pro Trading Art - Head And ShouldersHow the Script Works:
1. The script identifies potential Head and Shoulders patterns by searching for specific pivot highs and pivot lows in the price data.
2. It checks for the presence of a left shoulder, head, and right shoulder based on the conditions defined in the script.
3. If a valid Head and Shoulders pattern is found, the script plots lines and labels on the chart to visualize the pattern.
4. The script also identifies Inverted Head and Shoulders patterns using similar logic but with different conditions.
5. It plots lines and labels for the Inverted Head and Shoulders pattern.
6. The script generates short and long conditions based on the patterns. Short conditions trigger when the close price crosses below the neck level of a Head and Shoulders pattern, while long conditions trigger when the close price crosses above the neck level of an Inverted Head and Shoulders pattern.
7. It plots sell and buy signal shapes on the chart when the short and long conditions are met, respectively.
8. The script can also trigger alerts to notify the user when a valid Head and Shoulders or Inverted Head and Shoulders pattern is detected.
9. The script provides visual cues on the chart to help users identify potential trading opportunities.
10. The logic and parameters of the script can be modified by the user to customize the behavior and adapt it to different trading strategies.
How Users Can Make Profit Using This Script:
1. Identify potential short-selling opportunities: When a valid Head and Shoulders pattern is detected and a short condition is met, it indicates a potential trend reversal. Traders can consider opening short positions to profit from a downward price movement.
2. Identify potential long-buying opportunities: When a valid Inverted Head and Shoulders pattern is detected and a long condition is met, it suggests a potential trend reversal. Traders can consider opening long positions to profit from an upward price movement.
3. Combine with additional analysis: Users can utilize this script as a tool in their overall trading strategy. They can combine the signals generated by the script with other technical indicators, fundamental analysis, or market sentiment to make more informed trading decisions.
4. Define appropriate entry and exit points: Traders can use the lines and labels plotted by the script to determine entry and exit points for their trades. For example, they may choose to enter a short position after the price crosses below the neck level and exit when the price reaches a predetermined target or when the pattern is invalidated.
5. Set risk management measures: It is important for users to implement proper risk management strategies when trading based on the script's signals. They should define stop-loss orders to limit potential losses if the trade goes against them and consider setting profit targets to secure profits when the trade moves in their favor.
Tick travel ⍗This script is a further exploration of 'ticks' (only on realtime - live bars), based on my previous script:
- www.tradingview.com -
What are 'ticks'?
... Once the script’s execution reaches the rightmost bar in the dataset, if trading is currently active on the chart’s symbol,
then Pine indicators will execute once every time an update occurs, i.e., price or volume changes ...
(www.tradingview.com)
This script has 2 parts:
1) Option: ' Tick up/down'
This is a further progression of previous work.
During bar development, every time there is an update (tick), a dot is placed.
If for example there is 1 tick (first of new bar), a dot will be placed on 1,
if it is the 8th tick off that bar, there will be a dot placed on 8.
While my previous script had the issue that there was an upper limit per bar (max 32),
this script (because it is working with labels) can place max 500 dots.
For each bar this is better, it has to be mentioned though that looking in history, once the limit of 500 has been reached,
you'll notice the last ones are being deleted. This is one of the reasons the script is not suitable for higher timeframes
(1h and higher, even higher than 5 minutes can give some issues if it is a highly traded ticker), if a bar would have more
than 500 ticks, they won't be drawn anymore (which is not desirable of course)
2) Option: ' Tick progression'
These are the same ticks, but placed on the candle itself, or you can show the candle:
Or 'without' candle (or 'black' colour):
When 'No candles' are enabled, the 'candles' get the colour at the right.
At the moment it is not possible to drawn between 2 candles, this technique uses labels with 'text',
each tick on a candle will have a 'space' added, so you can see a progression to the right.
Colours
- if price is higher than previous tick price -> green
- if price is lower than previous tick price -> red
- otherwise -> blue (dimmed)
There are options to choose the 'dot', when choosing 'custom',
just enter (copy/paste) your symbol of your choice in the 'custom' field:
Caveats:
- Labels and text will not always be exactly on the price itself
- The scripts needs more testings, possibly some ticks don't always get drawn as they should.
The lower the timeframe, the more possible issues can occur
- Since (candle option) the dots move to the right, the higher the timeframe and/or the more ticks,
the sooner ticks will go in the area of next candle.
That's why I made a separate 'start symbol'
-> This is the very first tick on each candle, then you can zoom in/out more easily until the dots don't merge into each other candle area:
A timeframe higher than 5 minutes mostly won't be feasible I believe
This script wouldn't be possible without the help of @LucF, also because of his script
With very much respect I am hugely inspired by him! Many Thanks to him, Tradingview, and everything associated with them!
Cheers!
The Moon█ OVERVIEW
The Moon is a script that is designed to help Traders analyse their charts using the moon. This script consists of three main features :
1. Moon Phases Pro : This is a more powerful version of the default built-in Moon Phases where it would plot both past cycles and Future cycles with a better accuracy.
2. Moon Lines : This plots the moon's longitude into price. you can also select your desired $/degree ( price vs time unit) to make these lines better suited for your chart and the asset your playing with. We also didn't forget to add an option to enable harmonics of these lines. In addition, you can select "reverse" to get the downtrending plants as well.
3. Moon Angles : This allows you to highlight areas where the moon is at X degree. you can get the Moon at zero aris or 180 degrees or any other degree!.
We also added some styling options to help with the visuals.
█ Future Plans and upgrades to this script may include :
1. Enhanced algorithm for a faster loading/processing script.
2. More future dates plotting.
And more! Feel free to contact me with any feature that you would like to see in this script
█ How to use :
1. Open the settings.
2. Enable your desired tool and adjust the settings.
Give the script a few seconds and you should be set. Don't enable more than 2 tools at the same time, but if you want to do that, you can insert the same script twice or more in your chart.
This script is coded as an addon to the Gann ToolBox package/scripts.
PRIME - Krypto Kiss+CCI+VPIntroducing from Prime Academy, the experimental "KryptO Kis$" algorithm, which combines our most powerful scripts all in one indicator. Available to the user are a full options platform to adjust parameters as well as individually blind indications for precise chart analysis. The following algorithms have been utilized:
* Prime Pulse (3 Candle System) - The original impulse and momentum indication system, it take rsi and tsi data to provide users with the indication of initial impulses, as well as a yellow candle to ascertain when there is a possible change of momentum in the current impulse.
* 5 SMA - The original Sniper Cross system seen from previous strategies, using the 4, 21, 50, 185, and 800 SMA's to determine changes of trend, continuation and support levels.
*CCI Indication on Chart - The system provides realtime CCI data in correlation to price positions within the general chart matrix, receiving system variables from various crosses on the 100 to -100 scale for CCI. Bullish and Bearish indications are clearly defined by separate colors.
* Volume Profile with tags - This system provides current volume data for the current time frame and sequence, also giving available tags at prices holding high volume orders, historically and present as indicated by the difference in length of indications. color saturations indicate the intensity of volume at the price in question .
* Shadow ZoneZ - Provides Support and resistance levels using rsi overbought and over sold data, sourced on the close of previous prices. Also embedded in the code is an additional volume confluence via indications of dotted lines with prices available, giving sequence positions of "Whales" and their support and resistance levels by order volume at price.
* An added bonus of the Shadow ZoneZ is the auto trend line and trend channel function , as well as the highlighted zones of liquidity waiting to be filled from previous impulses and lack of present retracements.
Any questions can be directed here on site via Direct Message. Any feedback is welcomed, and thank you in advance. Trade Well, Family!
- Dee Prime
//Disclaimer:
//Trading success is all about following your trading strategy and the indicators should fit within your trading strategy, and not to be traded upon solely
//The script is for informational and educational purposes only. Use of the script does not constitute professional and/or financial advice.
//You alone have the sole responsibility of evaluating the script output and risks associated with the use of the script.
//In exchange for using the script, you agree not to hold the publishing TradingView user liable for any possible claim for damages arising from any decision you make based on use of the script.
Matrix Library (Linear Algebra, incl Multiple Linear Regression)What's this all about?
Ever since 1D arrays were added to Pine Script, many wonderful new opportunities have opened up. There has been a few implementations of matrices and matrix math (most notably by TradingView-user tbiktag in his recent Moving Regression script: ). However, so far, no comprehensive libraries for matrix math and linear algebra has been developed. This script aims to change that.
I'm not math expert, but I like learning new things, so I took it upon myself to relearn linear algebra these past few months, and create a matrix math library for Pine Script. The goal with the library was to make a comprehensive collection of functions that can be used to perform as many of the standard operations on matrices as possible, and to implement functions to solve systems of linear equations. The library implements matrices using arrays, and many standard functions to manipulate these matrices have been added as well.
The main purpose of the library is to give users the ability to solve systems of linear equations (useful for Multiple Linear Regression with K number of independent variables for example), but it can also be used to simulate 2D arrays for any purpose.
So how do I use this thing?
Personally, what I do with my private Pine Script libraries is I keep them stored as text-files in a Libraries folder, and I copy and paste them into my code when I need them. This library is quite large, so I have made sure to use brackets in comments to easily hide any part of the code. This helps with big libraries like this one.
The parts of this script that you need to copy are labeled "MathLib", "ArrayLib", and "MatrixLib". The matrix library is dependent on the functions from these other two libraries, but they are stripped down to only include the functions used by the MatrixLib library.
When you have the code in your script (pasted somewhere below the "study()" call), you can create a matrix by calling one of the constructor functions. All functions in this library start with "matrix_", and all constructors start with either "create" or "copy". I suggest you read through the code though. The functions have very descriptive names, and a short description of what each function does is included in a header comment directly above it. The functions generally come in the following order:
Constructors: These are used to create matrices (empy with no rows or columns, set shape filled with 0s, from a time series or an array, and so on).
Getters and setters: These are used to get data from a matrix (like the value of an element or a full row or column).
Matrix manipulations: These functions manipulate the matrix in some way (for example, functions to append columns or rows to a matrix).
Matrix operations: These are the matrix operations. They include things like basic math operations for two indices, to transposing a matrix.
Decompositions and solvers: Next up are functions to solve systems of linear equations. These include LU and QR decomposition and solvers, and functions for calculating the pseudo-inverse or inverse of a matrix.
Multiple Linear Regression: Lastly, we find an implementation of a multiple linear regression, including all the standard statistics one can expect to find in most statistical software packages.
Are there any working examples of how to use the library?
Yes, at the very end of the script, there is an example that plots the predictions from a multiple linear regression with two independent (explanatory) X variables, regressing the chart data (the Y variable) on these X variables. You can look at this code to see a real-world example of how to use the code in this library.
Are there any limitations?
There are no hard limiations, but the matrices uses arrays, so the number of elements can never exceed the number of elements supported by Pine Script (minus 2, since two elements are used internally by the library to store row and column count). Some of the operations do use a lot of resources though, and as a result, some things can not be done without timing out. This can vary from time to time as well, as this is primarily dependent on the available resources from the Pine Script servers. For instance, the multiple linear regression cannot be used with a lookback window above 10 or 12 most of the time, if the statistics are reported. If no statistics are reported (and therefore not calculated), the lookback window can usually be extended to around 60-80 bars before the servers time out the execution.
Hopefully the dev-team at TradingView sees this script and find ways to implement this functionality diretly into Pine Script, as that would speed up many of the operations and make things like MLR (multiple linear regression) possible on a bigger lookback window.
Some parting words
This library has taken a few months to write, and I have taken all the steps I can think of to test it for bugs. Some may have slipped through anyway, so please let me know if you find any, and I'll try my best to fix them when I have time to do so. This library is intended to help the community. Therefore, I am releasing the library as open source, in the hopes that people may improving on it, or using it in their own work. If you do make something cool with this, or if you find ways to improve the code, please let me know in the comments.
EMA TrendThe purpose of this script is to identify price trends based on EMAs. The relative position of price to specific EMAs and the position of certain EMAs towards each other are used to determine the trend direction. The script is intended for investors as a tool to define a basis for further evaluation. I do not use the script as a signal generator and would not recommend doing so without the help of additional indicators.
How to work with the script
The major (or long term) trend direction is determined by the 144 EMA much in the same way as the 200 MA is used in other systems. If the price is above the 144 EMA we are in a long term uptrend, below we are in a long term downtrend. This is to be taken with a grain of salt though. The 144 EMA is considerably shorter than the 200 SMA and is more prone to the price fluctuating around it during periods without a strong long term trend. I recommend using this as a confirmation for the short term trend.
The short term trend is derived from the position and slope of the price, the 21 EMA and the 55 EMA. If the price is above the 21 EMA, the 21 above the 55 EMA, both EMAs are sloping upwards and the distance between the two is increasing, we are talking about an uptrend (and vice versa for a downtrend). This is visualized by the color of the fill between the 144 EMA and close price. Green for uptrend, red for downtrend and no color for an undetermined trend.
The EMAs used are: 21 , 34 , 55 , 89 , 144 , 233 . Most of the EMAs are at 50 transparency to appear less dominant. For orientation, the 144 EMA is bright green to indicate its general importance for the trend determination, and the 55 EMAs is not transparent mainly to be able to identify positioning when the EMAs are close together.
Base time frame EMA
The 144 EMA is plotted twice where one is fixed to the daily time frame (can be configured) to be able to have the 144 on different timeframes during analysis. I find this very useful to keep the focus on my main time frame while analyzing trend on lower or higher time frames. This can also be turned off.
Configurability
This script is less configurable than I generally like with my other scripts. The reason is that the title attribute of the plots is not dynamic, and I use the data window often to get exact values from the script to determine buy targets for pullbacks and other things. Hence, I prefer not to have random names (or no names) in there to save mental capacity. If this ever becomes available, I'll gladly add this to this script. Till then, I encourage you to take the script and adjust it to your own needs. It should be simple enough even if you are just starting out in pine.
TE REKABThis indicator is the combination of RECAT & REVVIND published earlier with some extra features.
Core idea behind designing this tool is to IDENTIFY & TRADE REVERSALS in the live market. Reversal can be a TREND REVERSAL or a TEMPORARY PULL BACK. This tool works perfectly in both situations.
LOGIC:
Reversals are identified using:
- failure to break through long term support & resistance, pivots & daily H/L
- volume divergence
- orderflow concept of "skipping of prices".
- flow of price against the momentum during a trend.
Plots are 21/50/100 EMAs which are colour coded to represent the current trend.
ROYAL-BLUE CANDLES represent "ACTION CANDLES"; the high probability candles for finding best reversal trades.
HOW TO USE:
AFTER YOU APPLY THE SCRIPT.
1. WAIT FOR THE FORMATION NEON-BLUE/YELLOW COLOURED BARS AT/NEAR DAY HIGH/LOW.
Accuracy is highest when the REVERSALS are caught at/near DAY HIGH/LOW. I would suggest you to work only on near DAY HIGH/LOW candles.
Do not jump into the trade. Wait for the candle to close.
2. NEON-BLUE represents the start of a BEARISH TREND or simply "SELL SIGNAL".
YELLOW represents the beginning of a BULLISH TREND or simply "BUY SIGNAL".
3. If the NEON-BLUE candle is formed at/near DAY HIGH.
SELL below it's LOW with DAY HIGH as Stoploss. (Keep some BUFFER).
If the YELLOW candle is formed at/near DAY LOW.
BUY above it's HIGH with DAY LOW as Stoploss. (Keep some BUFFER).
4. TARGET
Risk : Reward = 1:1
Trail Stoploss for 1:2, 1:2.5, 1:3
NOTE:
REKAB can be used in any timeframe. However, lower timeframes tend to have more noise as compared to 15mins and above.
REKAB can be used with all the SCRIPTS. However, high volume scripts give better results.
THERE IS ABSOLUTELY NO REPAINTING AFTER THE CANDLE IS CLOSED.
THIS IS A PAID SCRIPT. FOR ACCESS PLEASE SEND A PRIVATE MESSAGE OR WHATSAPP ME (NUMBER IN SIGNATURES)
AS PER TRADINGVIEW POLICY, PLEASE DO NOT ASK FOR ACCESS IN COMMENTS SECTION.
[PX] External LevelHello everyone,
today I'd like to share a script, which enables you to use external logic to plot levels on your chart.
How does it work?
The concept is based on two scripts. One script, which uses an external input as a trigger to print a new level and one script that calculates an output, which will be fetched.
Sounds complicated? It really is not! Let's take a closer look.
// This source code is subject to the terms of the Mozilla Public License 2.0 at mozilla.org
// © paaax
//@version=4
study("RSI OS/OB")
l = input(14, "RSI Length")
ob = input(70, "Overbought")
os = input(30, "Oversold")
r = rsi(close, l)
hline(ob)
hline(os)
plot(r, "RSI", color=color.orange)
// The following plot produces an output, which will be fetched the "External Level"-script.
// It evaluates to one of the following three values: 1.0, -1.0 or 0.0
plot(crossover(r, ob) ? 1.0 : crossunder(r, os) ? -1.0 : 0.0, "Output", transp=100)
The example script above uses an RSI and two threshold levels (70 and 30). The logic here is, that whenever the RSI is crossing down the lower threshold or crossing up the upper threshold we'd consider the current movement to be either oversold or overbought. Therefore, it's a point of interest, which we could visualize with a level.
The script creates an output when the crossover or crossunder of a threshold happens. A crossover would result in a value of 1.0, a crossunder in a value of -1.0. In all other cases the value would be 0.0.
The output of the RSI script would then be used as an input of the External Level script, which has a "Source"-parameter in its input-section. If the fetched input shows 1.0, then the script prints a resistance level. If it shows -1.0 a support level will be printed. And that's basically it. A very simple approach to print levels on your chart with an infinite number of use cases.
For example, you could use fetch outputs from a MACD script, MA script, outputs based on volume or price movement. Just remember the output has to evaluate to either 1.0 or -1.0 and has to be selected in the input-section.
Hope that might be useful to some of you :)
Please click the "Like"-button and follow me for future open-source script publications.
If you are looking for help with your custom PineScript development, don't hesitate to contact me directly here on Tradingview or through the link in my signature :)
Trend Lines Pro for IndicatorsHello Traders!
We need to make things better & better to solve the puzzle and I try to do my best on this way. now I am here with my new Trend Lines Pro for Indicators script.
As you know, Trend Lines is very subjective and many people (even professionals) draw different Trend Lines on the same chart. This is confusing and there must be an automation to make the life easer. with this tool I tried to automate it.
The idea in this script is different from my previous trend lines scripts. In this, I use channel idea so it can check number of pivot points it contains. it also checks the angle while choosing trend lines. then we get stronger and useful Trend Lines automatically.
There are some option in the script, let see one by one:
Indicator: the indicator on which you want to see Trend lines, Predefined Indicators are: RSI, CCI(Commodity Channel Index), OBV(On-Balance Volume), Momentum, MACD, CMF(Chaikin Money Flow), External Indicator
External Indicator: with this option you can use other indicators as input and get trend lines for them.
- First add an indicator (such as MFI)
- in "Indicator" option select "External Indicator"
- click "External Indicator" option
- and choose the indicator from the list
Pivot Period: The Length to calculate Pivot Highs/Lows
Threshold Rate: This rate is used for channel width. it you give bigger numbers then you get bigger channels. it's 4 by default
Minimum Angle Rate for new Trendline: if there are different trend lines , there must be an angle between them to choose best trend lines . you can set the angle with this option.
Minimum Strength: there can be many trend lines but we need to choose/use stronger ones. with this option you can set the number of pivot points a trend channel have to contains. default value is 2
Maximum Loopback Length : by default the script can check 40 pivot highs and 40 pivot lows but to make the script faster and useful I needed to add a limitation for the number of bars that the script can go back.
Show Trendlines as: you can see trend lines as "Trendline", "Channel", "Trend Channel". you can see examples below.
Enable Weak Trend Lines : if there is no trend lines strong enough (as defined in "Minimum Strength" option) you have option to see a weak trend line . that is useful sometimes. if you enable this option weak lines are shown as dotted lines.
Show Price Labels on Trendlines: the script can show the price levels to break trend lines . the example
Line Style: trend lines can be Solid or Dashed as you wish
Color theme: colors of the Up/Down Trend lines can be set. Red, Lime, Blue, White, Black, Olive, Gray
Indicator color: colors of the Up/Down Trend lines can be set. Red, Lime, Blue, White, Black, Olive, Gray and Yellow
and last options are for length options for RSI, CCI, Momentum, MACD, CMF
There are many alerts such: Support/Resistance Broken, Price in Support/Resistance channel, Support/Resistance line broken but still in a channel that means it broke S/R but there is another trend lines to break.
Below an example how the script uses external indicator as input and draws trend lines on it. in this example chaikin ossilator was added to the chart and get trend lines for it. (I am going to make a short video about it)
An example of Trend Channel is below. when you use trend channel option you can get "big picture" of whats going on
An example for trend lines in channels, that is the idea behind this trend lines script
An axample for trend lines for CCI:
Trend lines on OBV:
Trend lines on Momentum:
Trend lines on MACD:
Trend lines on CMF:
Different colors and line styles:
Please send me message for access and do not hesitate to ask your questions about this tool.
Enjoy!
DISCLAIMER: No sharing, copying, reselling, modifying, or any other forms of use are authorized for our documents, script / strategy, and the information published with them. This informational planning script / strategy is strictly for individual use and educational purposes only. This is not financial or investment advice. Investments are always made at your own risk and are based on your personal judgement. I am not responsible for any losses you may incur. Please invest wisely.
Trend Lines ProHello Traders!
We need to make things better & better to solve the puzzle and I try to do my best on this way. now I am here with my new Trend Lines Pro script.
As you know, Trend Lines is very subjective and many people (even professionals) draw different Trend Lines on the same chart. This is confusing and there must be an automation to make the life easer. with this tool I tried to automate it.
The idea in this script is different from my previous trend lines scripts. In this, I use channel idea so it can check number of pivot points it contains, it checks H/L/C in the channels as well. it also checks the angle while choosing trend lines. then we get stronger and useful Trend Lines automatically.
There are some option in the script, let see one by one:
Pivot Period: The Length to calculate Pivot Highs/Lows
Source : Option to use "High/Low" or "Close" as the source for Pivot Points
Threshold Rate : This rate is used for channel width. it you give bigger numbers then you get bigger channels. it's 4 by default
Minimum Angle Rate for new Trendline: if there are different trend lines, there must be an angle between them to choose best trend lines. you can set the angle with this option.
Minimum Strength: there can be many trend lines but we need to choose/use stronger ones. with this option you can set the number of pivot points a trend channel have to contains.
Maximum Loopback Length: by default the script can check 40 pivot highs and 40 pivot lows but to make the script faster and useful I needed to add a limitation for the number of bars that the script can go back.
Show Trendlines as: you can see trend lines as "Trendline", "Channel", "Trend Channel". you can see examples below.
Enable Weak Trend Lines: if there is no trend lines strong enough (as defined in "Minimum Strength" option) you have option to see a weak trend line. that is useful sometimes. if you enable this option weak lines are shown as dotted lines.
Show Price Labels on Trendlines: the script can show the price levels to break trend lines. the examples are below
Line Style: trend lines can be Solid or Dashed as you wish
Color theme: colors of the Up/Down Trend lines can be set. 'Red', Lime, Blue, White, Black, Olive, Gray
you can see the Trend Lines as channels:
you can see Trend Channels to see the big picture.also there is dotted trend line as weak trend line defined above.
you can set color/width of trend lines as you wish.
the script is fast enough to run on 1sec chart:
you can use this script on any chart, fx pairs, stocks, indices etc
I made a short video to explain how to use it and some options:
Please PM for access.
Enjoy!
DISCLAIMER: No sharing, copying, reselling, modifying, or any other forms of use are authorized for our documents, script / strategy, and the information published with them. This informational planning script / strategy is strictly for individual use and educational purposes only. This is not financial or investment advice. Investments are always made at your own risk and are based on your personal judgement. I am not responsible for any losses you may incur. Please invest wisely.
TFi Double Stochastic StudyThe Study script uses Stochastic indicators for entry and exit a position.
The entry and exit points are visualized in the chart via green arrows and crosses; the position follows the exact behavior of the strategy script.
The study also creates alerts, which follow the exact position of the entry/exit markers.
How to use
The Study works with most timeframes and instruments.
I'm also providing a "strategy" version of this Study, which can be used to backtest the strategy.
List of parameters
"Stochastic Length" ... Number of bars for Stochastic indicators
"Stochastic Overbought" ... Stochastic overbought level
"Stochastic Overbought Down Trend" ... Stochastic overbought level for down trends
"Stochastic Oversold Up Trend" ... Stochastic oversold level for up trends
"Stochastic Oversold" ... Stochastic oversold level
"Stochastic Smooth K" ... Stochastic K smoothing
"Stochastic Smooth D" ... Stochastic D smoothing
"Stochastic Confirmed" ... Enable to confirm the indicator value within the current bar
"MA Filter Enabled" ... Enable an additional filter for entering a position; the entries only follow the overall trend
"MA Fast Period" ... Fast filter period
"MA Slow Period" ... Slow filter period
List of alerts
Entry Long' ... Enter long position
'Entry Short' ... Enter short position
'Exit Long/Short' ... Exit long/short position
How to access
This Study is a "Invite Only" script. Please use the link below or send me a message via Tradingview to obtain access to the strategy and study script.
For enabling the script in your Tradingview chart window, click on "Indicators" and select "Invite-Only Scripts".
MO and Stoch GOLD H4 V1 – Kim Trading (with Regime Gate ML)MO and Stoch GOLD H4 – Kim Trading (with Regime Gate ML)
Slogan: “Trading Is a Profession, Trading Is Life”
Market: XAUUSD (spot gold) • Timeframe: H4 (4 hours)
Overview. The script combines a Momentum Oscillator (MO) cross with Stochastic RSI context and evaluates signals on bar close to reduce repaint. An optional Regime Gate (ML) filter classifies market conditions (e.g., strong-trend vs. choppy) from historical patterns to suppress counter-trend noise and highlight powerful waves.
Entry/Exit Rules
When a B, B1★ … (buy) or S, S1★ … (sell) label appears, first reference the prevailing trend and consider applying DCA (scale-in) in the direction of that trend. You’re encouraged to combine this tool with other methods (price levels, candlesticks, volume/timing) to build an optimal setup.
Signal Confidence Tiers
B — S
B1★ — S1★
B2★ — S2★
B3★ — S3★
Enter trades only when one of the four signal types above is printed.
Notes. Use Once Per Bar Close alerts. This is an educational tool and not financial advice. Source code remains protected.
Author: Kim Trading • Version: V1 • Date: 2025-08-25
#XAUUSD #Gold #H4 #MO #Stoch #KimTrading
Business Cycle Indicators (Normalized)This script aggregates and normalizes several key economic indicators to provide a comprehensive view of the business cycle and overall market conditions. By combining these indicators into a single, normalized average line, the script helps identify overarching trends and shifts in the economy, aiding in more informed trading and investment decisions.
Included Indicators:
Inverted National Financial Conditions Index (NFCI):
Symbol: FRED:NFCI
Measures financial stress in the markets. An inverted NFCI aligns higher values with positive financial conditions.
Inverted Net Percentage of Banks Tightening Lending Standards (DRTSCIS):
Symbol: FRED:DRTSCIS
Reflects changes in bank lending practices. Inverting this indicator means higher values indicate easing lending standards, which is generally positive for economic growth.
HYG Close Price (iShares High Yield Corporate Bond ETF):
Symbol: AMEX:HYG
Represents the performance of high-yield corporate bonds, providing insight into credit market conditions.
Inverted High-Yield Credit Spread (BAMLH0A0HYM2):
Symbol: FRED:BAMLH0A0HYM2
Measures the spread between high-yield bonds and risk-free securities. A narrower (inverted) spread indicates better market conditions.
Manufacturing/Non-Manufacturing New Orders Ratio:
Symbols: ECONOMICS:USMNO (Manufacturing), ECONOMICS:USNMNO (Non-Manufacturing)
Compares manufacturing to non-manufacturing new orders to gauge shifts in economic activity.
US PMI (Purchasing Managers' Index):
Symbol: ECONOMICS:USBCOI
An indicator of the economic health of the manufacturing sector.
10-Year Inflation Breakeven (T10YIE):
Symbol: FRED:T10YIE
Represents market expectations of inflation over the next ten years.
Inverted 10-Year Real Yield (DFII10):
Symbol: FRED:DFII10
Reflects the real yield on 10-year Treasury Inflation-Protected Securities (TIPS). Inverted to align higher values with positive economic sentiment.
Copper/Gold Ratio:
Symbols: CAPITALCOM:COPPER (Copper), TVC:GOLD (Gold)
Compares the prices of copper and gold, often used as a barometer for global economic activity.
Features:
Normalized Indicators: Each indicator is normalized to a 0-100 scale to facilitate direct comparison, regardless of their original units or scales.
Normalized Average Line: Calculates and plots the average of all available normalized indicators, providing a single line that represents the combined economic signals.
Customizable Display:
Show Individual Indicators: Option to display individual normalized indicators for detailed analysis.
Show Normalized Average Line: Option to display the normalized average line for a consolidated view.
Dynamic Labeling: Displays the latest value of the normalized average directly on the chart for quick reference.
How to Use:
Adding the Script:
Apply the script to a chart in TradingView using a timeframe that aligns with the frequency of the economic data (daily or weekly recommended).
Customization:
Show Normalized Average Line: Enabled by default to display the combined indicator.
Show Individual Indicators: Enable this option in the script settings to display all individual normalized indicators.
Interpretation:
Normalized Scale (0-100): Higher values generally indicate stronger economic conditions, while lower values may suggest weakening conditions.
Trend Analysis: Use the normalized average line to identify trends and potential turning points in the business cycle.
Notes:
Data Availability: Ensure you have access to all the data sources used in the script. Some data feeds may require specific TradingView subscriptions.
Indicator Limitations: Economic indicators are subject to revisions and may not reflect real-time market conditions.
No Investment Advice: This script is a tool for analysis and should not be considered as financial advice. Always conduct your own research before making investment decisions.
Advanced Volume-Driven Breakout SignalsThe "Advanced Volume-Driven Breakout Signals" indicator is a cutting-edge tool designed to help traders identify high-potential trading opportunities through sophisticated volume analysis techniques. This indicator integrates volume flow analysis, moving averages, and Relative Volume (RVOL) to provide a comprehensive view of market conditions, going beyond traditional Volume Spread Analysis (VSA) methods.
Key Features:
Volume Flow Analysis: Distinguishes bullish and bearish volume flows with distinct colors, making it easier to visualize market sentiment and potential breakout points.
Volume Flow Moving Averages: Calculates moving averages for volume using various methods (SMA, EMA, WMA, HMA, VWMA), accommodating different trading strategies. This includes settings for adjusting the type of moving average and its period, as well as thresholds for high, medium, and low volume levels.
Volume Spikes Detection: Identifies significant volume spikes based on user-defined multipliers and moving averages, highlighting unusual trading activity.
Volume MA Cloud Settings: Computes general moving averages of volume to track trends and detect deviations. This feature includes options to select different moving average types and adjust thresholds for detecting high volume activity.
Relative Volume (RVOL): Measures current volume relative to historical averages, triggering signals when RVOL exceeds predefined thresholds, indicating notable changes in trading activity.
Entry Conditions: Provides clear long and short entry signals based on combined volume flow conditions and RVOL, offering actionable trading opportunities.
Volume Visualization:
— Bullish Volume Flow: Light and dark green bars indicate bullish volume flow.
— Bearish Volume Flow: Light and dark red bars denote bearish volume flow.
— High Volume Bars: Highlighted in yellow, and extreme volume bars in orange for additional context. These bars are plotted for visual aid and do not directly influence trade signals, focusing instead on the quality and strength of the volume flow.
Alerts: Allows users to create alert notifications for long and short entry signals when the criteria are met, enabling traders to respond promptly to trading opportunities.
Usage:
Overlay: Apply the indicator directly to your price chart to visualise real-time signals and volume conditions.
Customisable: Adjust settings for moving averages, RVOL, and other parameters to match your trading strategy and preferences.
Comparison to VSA Scripts: The "Advanced Volume-Driven Breakout Signals" indicator extends beyond traditional VSA scripts by incorporating a wider range of analytical features. While VSA primarily focuses on volume spread patterns and price action, this indicator offers enhanced functionality with advanced RVOL metrics, customizable moving averages, and detailed volume spike detection, making it a more versatile tool for identifying breakout opportunities and managing trades. It is particularly effective when used alongside key levels and order blocks.
Acknowledgements: Special thanks to @oh92 and @goofoffgoose for their invaluable scripts, which served as inspiration in the development of this advanced trading indicator.
Notes: The script is continually evolving, with ongoing refinements aimed at enhancing accuracy and performance.
[SGM GARCH Volatility]I'm excited to share with you a Pine Script™ that I developed to analyze GARCH (Generalized Autoregressive Conditional Heteroskedasticity) volatility. This script allows you to calculate and plot GARCH volatility on TradingView. Let's see together how it works!
Introduction
Volatility is a key concept in finance that measures the variation in prices of a financial asset. The GARCH model is a statistical method that predicts future volatility based on past volatilities and prediction residuals (errors).
Indicator settings
We define several parameters for our indicator:
length = input.int(20, title="Length")
p = input.int(1, title="Lag order (p)")
q = input.int(1, title="Degree of moving average (q)")
cluster_value = input(0.2,title="cluster value")
length: The period used for the calculations, default 20.
p: The order of the delay for the GARCH model.
q: The degree of the moving average for the GARCH model.
cluster_value: A threshold value used to color the graph.
Calculation of logarithmic returns
We calculate logarithmic returns to capture price changes:
logReturns = math.log(close) - math.log(close )
Initializing arrays
We initialize arrays to store residuals and volatilities:
var float residuals = array.new_float(length, 0)
var float volatilities = array.new_float(length, 0)
We add the new logarithmic returns to the tables and keep their size constant:
array.unshift(residuals, logReturns)
if (array.size(residuals) > length)
array.pop(residuals)
We then calculate the mean and variance of the residuals:
meanResidual = array.avg(residuals)
varianceResidual = array.stdev(residuals, meanResidual)
volatility = math.sqrt(varianceResidual)
We update the volatility table with the new value:
array.unshift(volatilities, volatility)
if (array.size(volatilities) > length)
array.pop(volatilities)
GARCH volatility is calculated from accumulated data:
var float garchVolatility = na
if (array.size(volatilities) >= length and array.size(residuals) >= length)
alpha = 0.1 // Alpha coefficient
beta = 0.85 // Beta coefficient
omega = 0.01 // Omega constant
sumVolatility = 0.0
for i = 0 to p-1
sumVolatility := sumVolatility + beta * math.pow(array.get(volatilities, i), 2)
sumResiduals = 0.0
for j = 0 to q-1
sumResiduals := sumResiduals + alpha * math.pow(array.get(residuals, j), 2)
garchVolatility := math.sqrt(omega + sumVolatility + sumResiduals)
Plot GARCH volatility
We finally plot the GARCH volatility on the chart and add horizontal lines for easier visual analysis:
plt = plot(garchVolatility, title="GARCH Volatility", color=color.rgb(33, 149, 243, 100))
h1 = hline(0.1)
h2 = plot(cluster_value)
h3 = hline(0.3)
colorGarch = garchVolatility > cluster_value ? color.red: color.green
fill(plt, h2, color = colorGarch)
colorGarch: Determines the fill color based on the comparison between garchVolatility and cluster_value.
Using the script in your trading
Incorporating this Pine Script™ into your trading strategy can provide you with a better understanding of market volatility and help you make more informed decisions. Here are some ways to use this script:
Identification of periods of high volatility:
When the GARCH volatility is greater than the cluster value (cluster_value), it indicates a period of high volatility. Traders can use this information to avoid taking large positions or to adjust their risk management strategies.
Anticipation of price movements:
An increase in volatility can often precede significant price movements. By monitoring GARCH volatility spikes, traders can prepare for potential market reversals or accelerations.
Optimization of entry and exit points:
By using GARCH volatility, traders can better identify favorable times to enter or exit a position. For example, entering a position when volatility begins to decrease after a peak can be an effective strategy.
Adjustment of stops and objectives:
Since volatility is an indicator of the magnitude of price fluctuations, traders can adjust their stop-loss and take-profit orders accordingly. Periods of high volatility may require wider stops to avoid being exited from a position prematurely.
That's it for the detailed explanation of this Pine Script™ script. Don’t hesitate to use it, adapt it to your needs and share your feedback! Happy analysis and trading everyone!
Elliot wavesA script marking Elliot waves on a chart.
This script can be used by any user. There is no need to have a PRO or PREMIUM account.
Script with limited access, contact author to get authorization
According to Elliott, a market cycle consists of eight waves. 5 upward waves and 3 downward waves following them, which are their corrections. In up and down movements, the odd waves are in the direction of the movement, and the even waves are their corrections. Analyzing in more detail, each direction movement again consists of 5 waves, and each correction consists of 3 waves.
The symbols used are non-standard (result of platform limitations):
Trend moves ⠀⠀⠀⠀⠀|⠀⠀Correction moves
𝐈 𝐈𝐈 𝐈𝐈𝐈 𝐈𝐕 𝐕 ⠀⠀⠀⠀⠀ |⠀⠀⠀ 𝐚 𝐛 𝐜
𝟏 𝟐 𝟑 𝟒 𝟓 ⠀⠀⠀⠀⠀⠀⠀|⠀⠀⠀ 𝐀 𝐁 𝐂
I II III IV V ⠀⠀⠀⠀⠀⠀⠀|⠀⠀⠀ a b c
1 2 3 4 5 ⠀⠀⠀⠀⠀⠀⠀ |⠀⠀⠀ A B C
(I) (II) (III) (IV) (V) ⠀ |⠀⠀⠀(a) (b) (c)
(1) (2) (3) (4) (5)⠀⠀ |⠀⠀⠀(A) (B) (C)
➀ ➁ ➂ ➃ ➄ ⠀⠀⠀⠀⠀ |⠀⠀⠀Ⓐ Ⓑ Ⓒ
❶ ❷ ❸ ❹ ❺ ⠀⠀⠀⠀⠀ |⠀⠀⠀🅐 🅑 🅒
This script is a part of the "Elliot waves" toolkit and require initial calibration done with separate script: "Elliot waves calibrator". Elliot waves calibrator will generate a set of numbers that you need to copy to Calibration params in script settings. Proper instruction will be shown on the screen.
Script settings:
Calibration - Fields used for script calibration.
Levels - Param deciding how many levels of waves should be shown on the chart. 0 is showing only the main waves, with +1 increase adding one more level of details.
Vertex filter - Filter eliminating highs and lows that are not an extreme over area width equal to vertex filter value.
8 sets of trend configurations, where you can specify: visiblity, line color, line width
Labels configuration where you can specify: visiblity, text size and text color.
Troubleshooting:
In case of any problems, please send error details to the author of the script.
Сoncentrated Market Maker Strategy by oxowlConcentrated Market Maker Strategy by oxowl. This script plots an upper and lower bound for liquidity provision, and checks for rebalancing conditions. It also includes alert conditions for when the price crosses the upper or lower bounds.
Here's an overview of the script:
It defines the input parameters: liquidity range percentage, rebalance frequency in minutes, and minimum trade size in assets.
It calculates the upper and lower bounds for liquidity provision based on the liquidity range percentage.
It initializes variables for the last rebalance time and price.
It defines a rebalance condition based on the frequency and current price within the specified range.
If the rebalance condition is met, it updates the last rebalance time and price.
It plots the upper and lower bounds on the chart as lines and adds price labels for both bounds.
It defines alert conditions for when the price crosses the upper or lower bounds.
Finally, it creates alert conditions with appropriate messages for when the price crosses the upper or lower bounds.
Concentrated liquidity is a concept often used in decentralized finance (DeFi) market-making strategies. It allows liquidity providers (LPs) to focus their liquidity within a specific price range, rather than across the entire price curve. Using an indicator with concentrated liquidity can offer several advantages:
Increased capital efficiency: Concentrated liquidity allows LPs to allocate their capital within a narrower price range. This means that the same amount of capital can generate more significant price impact and potentially higher returns compared to providing liquidity across a broader range.
Customized risk exposure: LPs can choose the price range they feel most comfortable with, allowing them to better manage their risk exposure. By selecting a range based on their market outlook, they can optimize their positions to maximize potential returns.
Adaptive strategies: Indicators that support concentrated liquidity can help traders adapt their strategies based on market conditions. For example, they can choose to provide liquidity around a stable price range during low-volatility periods or adjust their range when market conditions change.
To continue integrating this script into your trading strategy, follow these steps:
Import the script into your TradingView account. Navigate to the Pine editor, paste the code, and save it as a new script.
Apply the indicator to a trading pair chart. You can customize the input parameters (liquidity range percentage, rebalance frequency, and minimum trade size) based on your preferences and risk tolerance.
Set alerts for when the price crosses the upper or lower bounds. This will notify you when it's time to take action, such as adding or removing liquidity, or rebalancing your position.
Monitor the performance of your strategy over time. Adjust the input parameters as needed to optimize your returns and manage risk effectively.
(Optional) Integrate the script with a trading bot or automation platform. If you're using an API-based trading solution, you can incorporate the logic and conditions from the script into your bot's algorithm to automate the process of providing concentrated liquidity and rebalancing your positions.
Remember that no strategy is foolproof, and past performance is not indicative of future results. Always exercise caution when trading and carefully consider your risk tolerance.
