Divergence-Weighted clouds V 1.0Comprehensive Introduction to Divergence-Weighted Clouds V 1.0 (DW)
In financial markets, the analysis of volume and price plays a fundamental role in identifying trends, reversals, and making trading decisions. Volume indicates the level of market interest and liquidity focused on an asset, while price reflects changes in supply and demand. Alongside these two elements, market volatility, support and resistance levels, and cash flow are also critical factors that help analysts form a comprehensive view of the market. The Divergence-Weighted Clouds V 1.0 (DW) indicator is designed to simultaneously analyze these fundamental elements and other important market dynamics. To achieve this, it utilizes data generated from 13 distinct indicators, each measuring specific aspects of the market:
Trend and Momentum: Analyzing the direction and strength of price movements.
Volume and Cash Flow: Understanding the inflow and outflow of capital in the market.
Oscillators: Identifying overbought and oversold conditions.
Support and Resistance Levels: Highlighting key price levels.
The Core Challenge: Standardizing Diverse Data
The primary challenge lies in the fact that the outputs of these indicators differ significantly in scale and meaning. For example:
Volume often generates very large values (e.g., millions of shares).
Oscillators provide data within fixed ranges (e.g., 0 to 100).
Price-based metrics may vary in entirely different scales (e.g., tens or hundreds of units).
These differences make direct comparison of the data impractical. The DW indicator resolves this challenge through an advanced mathematical methodology:
Normalization and Hierarchical Evaluation:
To standardize the data, a process called hierarchical EMA evaluation is employed. Initially, the raw outputs of each indicator are computed over different timeframes using Exponential Moving Averages (EMA) based on prime-number intervals.
Hierarchical Scoring:
A pyramid-like structure is used to evaluate the performance of each indicator. This method examines the relationships and distances between EMAs for each indicator and assigns a numerical score.
Final Integration and Aggregation:
The scores of all 13 indicators are then mathematically aggregated into a single number. This final value represents the overall market performance at that moment, enabling a unified interpretation of volume, price, and volatility.
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Indicators Used in DW
To achieve this comprehensive analysis, DW leverages 13 carefully selected indicators, each offering unique insights into market dynamics:
Trend and Momentum
- ALMA (Arnaud Legoux Moving Average): Reduces lag for faster trend identification.
- Aroon Up: Analyzes the stability of uptrends.
- ADX (Average Directional Index): Measures the strength of a trend.
Volume and Cash Flow
- CMF (Chaikin Money Flow): Identifies cash flow based on price and volume.
- EFI (Elder’s Force Index): Evaluates the strength of price changes alongside volume.
- Volume Delta: Tracks the balance between buying and selling pressure.
- Raw Volume: Analyzes unprocessed volume data.
Oscillators
- Fisher Transform: Normalizes data to detect price reversals.
- MFI (Money Flow Index): Identifies overbought and oversold levels.
Support, Resistance, and Price Dynamics
- Ichimoku Lines (Tenkan-sen & Kijun-sen): Analyzes support and resistance levels.
- McGinley Dynamic: Minimizes errors caused by rapid price movements.
- Price Hierarchy: Evaluates the relative position of prices across timeframes.
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Example: Hierarchical Scoring for Price Analysis
To illustrate how the DW indicator processes data, let’s take the price as an example and analyze it using the first four prime numbers (2, 3, 5, and 7) as intervals for Exponential Moving Averages (EMAs). This example will demonstrate how the indicator evaluates price relationships and assigns a hierarchical score.
Step-by-Step Calculation:
1. Raw Data:
Let’s assume the closing prices for a specific asset over recent days are as follows:
Day 1: 100
Day 2: 102
Day 3: 101
Day 4: 104
Day 5: 103
Day 6: 105
Day 7: 106
2. Calculate EMAs for Prime Number Intervals:
Using the prime-number intervals (2, 3, 5, 7), we calculate the EMAs for these timeframes:
EMA(2): Averages the last 2 closing prices equal to 105.33
EMA(3): Averages the last 3 closing prices equal to 104.25
EMA(5): Averages the last 5 closing prices equal to 103.17
EMA(7): Averages the last 7 closing prices equal to 102.67
3. Compare EMAs Hierarchically:
To assign a score, the relationships between the EMAs are analyzed hierarchically. We evaluate whether each smaller EMA is greater or less than the larger ones:
Compare EMA(2) to EMA(3), EMA(5), and EMA(7):
EMA(2) > EMA(3):105.33>104.25 => +1
EMA(2) > EMA(5): 105.33>103.17 => +1
EMA(2) > EMA(7): 105.33 > 102.67 => +1
Compare EMA(3) to EMA(5) and EMA(7):
EMA(3) > EMA(5) : 104.25>103.17 => +1
EMA(3) > EMA(7):104.25 >102.67 => +1
Compare EMA(5) to EMA(7):
EMA(5) > EMA(7):103.17>102.67 => +1
Assign a Score:
Each positive comparison adds +1 to the score. In this example:
Total Score for Price = 1+1+1+1+1+1+1=6
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Logic Behind Scoring:
The score reflects the "steepness" or "hierarchy" of price movement across different timeframes:
A higher score indicates that shorter EMAs are consistently above longer ones, signaling a strong upward trend.
A lower score or negative values would indicate the opposite (e.g., short-term prices lagging behind long-term averages, signaling weakness or potential reversal).
This method ensures that even complex data points (like price, volume, or oscillators) can be distilled into a single, comparable numerical value. When repeated across all 13 indicators, it enables the DW indicator to create a unified, normalized score that represents the overall market condition.
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Settings and Customization in Divergence-Weighted Clouds V 1.0 (DW)
The Divergence-Weighted Clouds V 1.0 (DW) indicator provides extensive customization options to empower traders to fine-tune the analysis according to their specific needs and trading strategies. Each of the 13 indicators is fully customizable through the settings menu, allowing adjustments to parameters such as lookback periods, sensitivity, and calculation methods. This flexibility ensures that DW can adapt seamlessly to a wide range of market conditions and asset classes.
Key Features of the Settings Menu
1. Global Settings:
Lookback Periods: Define the timeframe for data aggregation and analysis across all indicators.
Normalization Settings: Adjust parameters to refine the process of scaling diverse outputs to a comparable range.
Divergence Sensitivity: Control the weight given to indicators deviating from the average, enabling a focus on outliers or broader trends.
2. Indicator-Specific Settings:
Each of the 13 indicators has its own dedicated section in the settings menu for precise customization. Examples include:
ALMA (Arnaud Legoux Moving Average):
Window Size: Set the number of bars used for calculating the average.
Offset: Control the sensitivity of trend detection.
Sigma: Adjust the smoothing factor for the calculation.
Aroon Up:
Length: Modify the lookback period for identifying highs and evaluating uptrends.
ADX (Average Directional Index):
DI Length: Specify the period for calculating directional indicators (DI).
ADX Smoothing: Adjust the smoothing period for trend strength analysis.
3. Oscillator Settings:
Fisher Transform:
Length: Customize the period for normalization and detecting reversals.
Money Flow Index (MFI):
Length: Set the timeframe for analyzing overbought and oversold conditions.
4. Volume and Cash Flow Settings:
Chaikin Money Flow (CMF):
Length: Define the period for analyzing cash flow based on price and volume.
Volume Delta:
Timeframe: Select a custom timeframe for analyzing buying and selling pressure.
5. Support and Resistance Settings:
In the Support and Resistance category of the DW indicator, we address the logic behind four components:
McGinley Dynamic
Price Hierarchy
Base Line
Conversion Line
The settings structure for this section primarily focuses on McGinley Dynamic, while the other three elements—Price Hierarchy, Base Line, and Conversion Line—operate based on predefined values derived from the mathematical structure and logic of the DW indicator. Let’s explore this in detail:
McGinley Dynamic
Length: The only customizable setting in this category. Users can adjust the length parameter to tailor the responsiveness of the McGinley Dynamic to different market conditions. McGinley Dynamic adapts dynamically to the speed of price changes, reducing lag and minimizing false signals. Its flexibility allows it to serve as both a trendline and a support/resistance guide.
Price Hierarchy
The Price Hierarchy component in DW leverages a pyramid structure and triangular scoring based on prime-number intervals (e.g., 2, 3, 5, 7). This methodology ensures a mathematically robust framework for evaluating the relative position of prices across multiple timeframes.
Why No Settings for Price Hierarchy?
The unique properties of prime numbers make them ideal for constructing this hierarchical scoring system. Changing these intervals would compromise the integrity of the calculations, as they are specifically designed to ensure precision and consistency. Therefore, no customization is allowed for this component in the settings menu.
Conversion Line and Base Line
The Conversion Line (Tenkan-sen) and Base Line (Kijun-sen) are integral components derived from DW’s scoring methodology and represent short-term and medium-term equilibrium levels, respectively. These lines are calculated using the Ichimoku framework, which provides a reliable and well-recognized mathematical basis:
Conversion Line: The average of the highest high and lowest low over a fixed period of 9 bars.
Base Line: The average of the highest high and lowest low over a fixed period of 26 bars./list]
Both lines are utilized in DW as part of the 13 generated indicator variables to assess market equilibrium.
Why Default Values for Conversion and Base Lines?
These values are fixed to the default Ichimoku parameters to:
- Ensure consistency with the broader Ichimoku logic for users familiar with its methodology.
- Prevent confusion in the settings menu, as customization of these parameters is unnecessary for DW’s scoring system.
Important Note: While these lines are derived using Ichimoku logic, they are not standalone Ichimoku components but are embedded into DW’s mathematical structure. In the next section, we will elaborate on how the Ichimoku framework is employed for the graphical visualization of DW’s calculations.
Displaying the Results of 13 Indicator Integration in DW Indicator
The Divergence-Weighted Clouds V 1.0 (DW) employs a rigorous methodology to integrate 13 distinct indicators into a single, normalized output. Here's how the process works, followed by an explanation of the visualization strategy leveraging Ichimoku logic.
Simultaneous Evaluation of 13 Indicators
1. Mathematical Integration Logic:
Normalization: The outputs of all 13 indicators (e.g., ALMA, ADX, CMF) are normalized into comparable ranges, ensuring compatibility despite their diverse scales.
Hierarchical Scoring with Prime Intervals: For each indicator, Exponential Moving Averages (EMAs) are calculated using prime-number intervals (e.g., 2, 3, 5, 7). These EMAs are evaluated through a triangular scoring system, creating individual scores for each indicator.
Divergence Weighting: Indicators showing significant divergence from group averages are given higher weights, amplifying their influence on the final score.
2. Unified Score Calculation:
The normalized and weighted outputs of all 13 indicators are aggregated into a single score.
This score represents the overall behavior of the market, based on the simultaneous evaluation of trend, volume, oscillators, and price metrics.
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Challenge of Visualizing Results
The next challenge lies in effectively visualizing the score to make it actionable for traders. The DW indicator resolves this challenge by leveraging the Ichimoku framework.
Why Ichimoku for Visualization?
The Ichimoku system is known for its clear and predictive visualization capabilities, making it ideal for representing DW’s complex calculations:
1. Cloud-Based Display: Ichimoku Clouds (Kumo) are intuitive for identifying equilibrium zones and future price movements.
2. Projection Ability: The forward-projected Leading Spans (Senkou A and B) provide predictive insights based on past and current data.
3. Trader Familiarity: Ichimoku is widely recognized, reducing the learning curve for users.
Implementation of Ichimoku Logic
1. Mapping Score to Price:
The score is normalized and mapped to price using a scale factor, ensuring alignment with price data while preserving DW’s analytical integrity.
2. Ichimoku Cloud Lines:
Conversion Line (Tenkan-sen): Short-term equilibrium based on the score, calculated using a 9-period high-low average.
Base Line (Kijun-sen): Medium-term equilibrium calculated using a 26-period high-low average.
Leading Spans (Senkou A & B):
- Senkou A: Average of the Conversion and Base Lines.
- Senkou B: High-low average over a 52-period window.
Lagging Span (Chikou): Unlike traditional Ichimoku, DW’s Lagging Span reflects the Nebula Score shifted backward, providing a historical perspective on combined indicator behavior
3. Cloud Dynamics:
The Kumo Cloud is filled based on the relative position of Senkou A and Senkou B, using color shading to distinguish bullish and bearish conditions.
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Customization in Computational Settings
The core computational components of DW allow some customization for sensitivity adjustments:
Divergence Sensitivity: Controls the weight assigned to indicators with higher divergence.
Volatility Normalization: Adjusts the lookback period for volatility adjustments, refining the Nebula Score scaling.
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Advantages of Using Ichimoku Logic
1. Predictive Visualization:
The forward-projected cloud provides actionable insights for identifying trends and reversals earlier than traditional Ichimoku.
2. Aligned Lagging Span:
DW’s Lagging Span represents the normalized evaluation of all 13 indicators, offering a unique perspective beyond just closing price.
3. Intuitive Interpretation:
Traders familiar with Ichimoku can easily interpret DW’s outputs, making it accessible and effective.
Conclusion
By combining rigorous mathematical evaluation with Ichimoku’s visualization strengths, DW provides traders with a clear, actionable representation of market conditions. This ensures that the complex integration of 13 indicators is not only analytically robust but also visually intuitive.
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Comparison Between Divergence-Weighted Clouds V 1.0 (DW) and Traditional Ichimoku: NVIDIA 4H Chart
The chart showcases a side-by-side comparison of the Divergence-Weighted Clouds V 1.0 (DW) indicator (on the left) and the Traditional Ichimoku indicator (on the right). This comparison highlights the differences in how the two indicators interpret market trends and project equilibrium zones using their respective methodologies.
Key Observations and Insights
1. Base and Conversion Line Movements:
On Thursday, November 21, 2024, 17:30, in the DW indicator (left chart), the Base Line crosses above the Conversion Line, signaling a shift in medium-term equilibrium relative to short-term equilibrium.
On the Traditional Ichimoku (right chart), this crossover is not reflected until Monday, November 25, 2024, 17:30, occurring 4 days later.
Significance:
The DW indicator identifies the crossover and equilibrium shift significantly earlier due to its ability to process and normalize data from 13 distinct indicators.
This predictive capability provides traders with earlier insights, enabling them to anticipate changes and adjust their strategies proactively.
2. Cloud Dynamics and Leading Spans:
In both charts, the cloud (Kumo) represents the equilibrium and potential support/resistance zones.
The DW indicator’s Leading Span A and Leading Span B react faster to market changes, creating a more responsive and forward-looking cloud compared to the traditional Ichimoku.
Example:
On the DW chart (left), the cloud begins shifting to reflect the crossover earlier, signaling potential future support/resistance levels.
In the Ichimoku chart (right), the cloud reacts more slowly, lagging behind the DW indicator.
3. Lagging Span (Chikou Line):
In the DW indicator, the Lagging Span is based on the normalized output of the 13 indicators, reflecting their aggregated behavior rather than just the closing price shifted backward as in the traditional Ichimoku.
This provides a unique perspective on past market strength, aligning the Lagging Span more closely with the overall market condition derived from DW’s computations.
4. Price Alignment:
In the DW indicator, all normalized scores and values are mapped to align with price action, ensuring that the visualization remains intuitive while incorporating complex calculations.
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Advantages of DW Over Traditional Ichimoku
1.Earlier Signal Detection:
As demonstrated by the Base and Conversion Line crossover, DW detects changes in market equilibrium 4 days earlier, giving traders a significant advantage in anticipating price movements.
2. Enhanced Predictive Power:
The Leading Spans in DW’s cloud react faster, providing clearer forward-looking support and resistance zones compared to the traditional Ichimoku.
3. Comprehensive Data Integration:
While the Ichimoku relies solely on price-based calculations, DW integrates outputs from 13 distinct indicators, offering a more robust and comprehensive analysis of market conditions.
4. Alignment with Market Behavior:
The DW Lagging Span reflects the aggregated score of multiple indicators, aligning more closely with overall market sentiment and providing a deeper context than the price-based Lagging Span in Ichimoku.
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Final Note
The chart comparison illustrates how the Divergence-Weighted Clouds V 1.0 (DW) indicator outperforms traditional Ichimoku in terms of signal responsiveness and predictive accuracy. By combining the mathematical rigor of DW’s calculations with the visual clarity of Ichimoku, traders gain a powerful tool for analyzing market trends and making informed decisions.
Look at the DW chart (left) to see how early signals and cloud adjustments provide actionable insights compared to the slower reactions of the Traditional Ichimoku chart (right).
Ichimokuforex
TENKAN SCALPER STRATEGYTENKAN SCALP is a fully automatic trading system.
It is a continuation of our previous ichimoku release. This time however we throw out the rule book and use ICHIMOKU in a very different way.
It applies non traditional money management tactics.
While most trading strategies rely on a stop loss and a take profit target to manage risk. This strategy uses either no stop loss at all or a time based stop loss.
You might ask yourself the question why would you keep a trade open if it goes against you? Here are a phew reasons why the script does what it does.
Forex Markets consolidate most of the time. If you wait long enough your Take Profit will get hit anyways most of the time
You don't have to risk everything per trade. I keep my orders small so to keep some powder to get into some more trades
All the extra trades you take while one trade is in drawdown limit the drawdown as they provide cashflow
On lower timeframes the markets are so chaotic that a stop loss is very likely to get hit by a wick
About backtest below
This backtest uses a spread of 2 pips for entries and a default position size of 100% of equity. This is only possible on exchanges where spread is low and you have 10:1 leverage or more. It does not represent results obtainable without leverage. Do take into account that there are a lot of forex exchanges that provide this leverage, however a 2 pip spread is not always guaranteed and only applies to major pairs.
This backtest does not use the TIME BASED STOPS functionality.
Always start with small position sizing and see how the strategy performs before adding risk.
Explanation of variables:
Chikou(lagging span): pink line, this is price plotted 26 bars ago. People ignore the power of this it is crucial to see how chikou behaves towards past price action as seen in the chart below where we got an entry at red arrow because chikou bounced from past fractal bottom.
Kijun-Sen(base line): Black line or color coded line. This is the equilibrium of last 26 candles. To me this is the most important line in the system as it attracts price.
Kijun = (Highest high of 26 periods + Lowest low of 26 periods) ÷ 2
Tenkan-Sen(conversion line): Blue line. This is the equilibrium of last 9 candles. In a strong uptrend price stays above this line.
Tenkan = (Highest high of 9 periods + Lowest low of 9 periods) ÷ 2
Senkou A (Leading span A)= Pink cloud line, this is the average of the 2 components projected 26 bars in the future.
Senkou A = (Tenkan + Kijun) ÷ 2
Senkou B (Leading span B) = Green cloud line, this is the 52 day equilibrium projected 26 bars in the future.
Senkou B = (Highest high of prior 52 periods + Lowest low of prior 52 periods) ÷ 2
projection: Script uses same function for variable calculation and substracts a number on each next bar as to make a projection of where the variable will be in future bars if price stayed the same. This works as ICHIMOKU calculations use the middle point of a past set of data. The shorter that amount of bars will be in line with the data that it will be restricted to in future if price stayed the same.
Detection of Market Environment
To enter trades the script uses a lot of ICHIMOKU concepts. Contrary to how most people trade ICHIMOKU this script takes an environment that ICHIMOKU identifies as trending upwards and shorts in that environment. The same will be applied to a downtrend where it will open LONGS.
List of CRITERIA for a trend:
Grapling Hook: this is a component based on the chikou span (closing price displaced 26 bars into the past). The script will use an ATR based range to define a possible future projection to the CHIKOU line. For a market to be bullish there should be no price action happening within this area. Market is free to move upwards. Vice versa for bearish .
Kumo Cloud: script will check if price is above the cloud for bullish trend and below cloud for bearish trend .
Chikou above Kijun: script will check if the chikou line is above the KIJUN line of 26 bars ago. This is further confirmation that price is trending high enough compared to it's past data. Vice versa for downtrend.
Kijun projection: script will check if past Kijun is lower than future projected Kijun. This to ensure we get an equilibrium in our favour in the future. Vice versa for downtrend
Tenkan projection: script will check if future Tenkan-sen will be higher than Kijun-sen for an uptrend. Vice versa for downtrend.
Cloud projection: script will check if in 9 bars the Senkou Span A will be higher than Senkou Span B for an uptrend. Vice versa for downtrend.
Example:
This script does not visualise the prediction lines like I show in the example. I show them here to clarify how the script works.
Usage
Backtests are not indicative of future results, although a trader may want to use a strategy script to have a deeper understanding of how their strategy responds to varying market conditions, or as a tool for identifying possible flaws for a strategy that may be indicative of good or bad performance in the future.
Strategy Settings:
Minimum Body Size (atr): this is the minimum ATR a signal bar needs to be for entry. This is useful because our TP is based on previous bar.
Lot size per trade: this setting does not impact backtest. It is used to for the signals to let tradingconnect.com know your position size.
Direction: do you want to trade longs or shorts. I personally use both a long bot and a short bot at the same time.
Positions Allowed: the amount of positions the script will keep open as a maximum. You do not want to open too many positions, this is for risk management.
Close all positions at drawdown: if total open positions loss gets to this % target it will close all positions.
MetaTrader Prefix: when the script sends a signal it will put this text right before the symbol name from syminfo.ticker
MetaTrader Suffix: when the script sends a signal it will put this text right after the symbol name from syminfo.ticker
Charts below are some examples on how the script handles orders on default settings:
without time based SL
with time based SL
how it handles pyramiding
www.tradingview.com
Tradingconnector.com:
For full automation of the forex market the script uses this connector to execute trade on MT4. The alerts the script sends using the alerts() function call are structured in a way tradingconnector will recognise and send directly to MT4. You can find documentation about this tool on their own website.
Personal recommendation is to start with a minimum lot size and track performance, if you are comfortable scale the size up. You can do that by increasing the lot size setting in the script and making a new alert. Make sure to delete the old one.
How to access
You can see the Author's Instructions below to visit our telegram to get more information on how to get access.
Ichimoku Box by TradictorzThis is just a "helping tool" for those who knows ichimoku as well and is the first interactive box tool because of Pine v5 ability based on input time which confirmed by users.
HOW-TO:
This tool works and draw boxes automatically based on HH (HigherHigh) and LL (LowerLow) candles on previous 26 candle bars, You have to put your start time on ichimoku CROSS (BasedLine & ConversionLine) which will give you two boxes based on 26 bar periods target. if the price passes through the HH 26 periods bar candles then you have to use the upper box as a target, if the price passes through the LL 26 periods bar candles then you have to use the lower box as a target.in the setting menu you can choose how many boxes will show you for upper or lower targets and also the ability of selecting to show ichimoku lines , clouds and crossess added in the menu setting.
Feel free to use it and enjoy it.
Ichimoku BarsThis script follows off the principles of the Ichimoku Cloud indicator. The green zones display optimal time to buy according to the Ichimoku model. The red zones show optimal time to sell according to the Ichimoku model inverse. The yellow zones show where the conversion line meets the base line (potential up or down movement at this point). Feel free to contact me to fix any problems or add additional info.
TradeChartist Ichimoku Trader ™TradeChartist Ichimoku Trader is an elegant and functional breakouts trading indicator that generates trade signals based on two types of breakouts - True Ichimoku Kumo Breakouts and Ichimoku Trade Bands Breakouts, which can be further filtered using ™TradeChartist MA Visualizer and/or using an external Filter.
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Cloud Settings form the fundamental factor for this indicator to detect the breakouts. The settings for the Ichimoku Cloud is Automatic by default, but this can be changed based on the user preference from the settings under 𝐂𝐥𝐨𝐮𝐝 𝐓𝐲𝐩𝐞, which also includes a manual input option. Ichimoku traders can experiment different settings combinations under manual settings to suit their trading frequency and timeframe traded.
Ichimoku Cloud with its components can be displayed or hidden by enabling/disabling 𝐃𝐢𝐬𝐩𝐥𝐚𝐲 𝐈𝐜𝐡𝐢𝐦𝐨𝐤𝐮 𝐂𝐥𝐨𝐮𝐝. Also, Sʜᴏᴡ Iᴄʜɪᴍᴏᴋᴜ Cʀᴏssᴇs from the Cloud Settings plots tiny crosses on chart.
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Even though the Ichimoku Trade Bands are derived from the Cloud Parameters, the Bᴀɴᴅ Wɪᴅᴛʜ (0.236 - 1) and Lᴏᴏᴋʙᴀᴄᴋ (5 - 200) influences the sensitivity and the width of the bands, which has an effect on the risk and reward expected from Ichimoku Trade Bands Breakout trade.
Trade Bands can be displayed or hidden by enabling/disabling 𝐃𝐢𝐬𝐩𝐥𝐚𝐲 𝐈𝐜𝐡𝐢𝐦𝐨𝐤𝐮 𝐓𝐫𝐚𝐝𝐞 𝐁𝐚𝐧𝐝𝐬. Also, the Bands mean line can be enabled or disabled using 𝐃𝐢𝐬𝐩𝐥𝐚𝐲 𝐓𝐫𝐚𝐝𝐞 𝐁𝐚𝐧𝐝𝐬 𝐌𝐞𝐚𝐧 𝐋𝐢𝐧𝐞 check box and its line width can be changed using Tʀᴀᴅᴇ Bᴀɴᴅs Mᴇᴀɴ Lɪɴᴇ Wɪᴅᴛʜ dropdown.
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MA Visualizer is a powerful and very useful original ™TradeChartist visual method to plot Moving Averages of the close price of the security for user specified look back period in a visually appealing style in the form of colour coded bands. MA Visualizer not only helps the trader spot the price action of the security relative to the moving average, but also paints a visual picture of the trend strength, which must be seen and used on chart to appreciate its elegance. One of 15 different types of Moving Averages can be used to visualize the price action.
Activate 𝗠𝗔 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗲𝗿 and choose the MA type from MA Vɪsᴜᴀʟɪᴢᴇʀ Tʏᴘᴇ dropdown and entering the lookback period in MA Vɪsᴜᴀʟɪᴢᴇʀ ᴘᴇʀɪᴏᴅ input box. MA Visualizer colour theme can be be changed from MA Vɪsᴜᴀʟɪᴢᴇʀ Cᴏʟᴏʀ Sᴄʜᴇᴍᴇ dropdown.
The faster of the two set of bands that form the MA Visualizer reacts to price action faster and can be clearly seen from its change of colour from Bull Colour to Bear Colour or viceversa earlier than the slower set of bands. The fill colour between the bands also helps the user stay in a trade or exit a trade based on other confirmators.
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Signal Type
True Ichimoku Kumo Breakout
Ichimoku traders mostly use the Kumo breakouts for trading based on several Bullish and Bearish conditions. For the sake of effective trade entries, trade entry plots for specific cloud events like Kumo twists, Tenkan Sen crossing Kijun Sen, price crossing cloud components etc have been intentionally ignored as Ichimoku traders often tend to visually trade them effectively.
Ichimoku Trade Bands Breakout
In addition to the True Kumo Breakouts, users of this script will be able to trade Ichimoku Trade Bands Breakouts. Ichimoku Trade Bands is an original ™TradeChartist model designed to detect early trend changes based on the Ichimoku settings. These bands are comprised of three plots - an upper band, a lower band and a mean line, namely and all are derived from the Ichimoku settings. The bands act as a filter and a breakout from bands' extreme boundaries signals a change in trend. The settings of the bands can be derived automatically or using manual input based on Ichimoku Cloud parameters, accessed from the indicator settings.
The Breakout Trade Entries can be further filtered by use of MA Visualizer or by using an external filter connected to the script.
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Filters are normally used to reduce noise in the Trade Entry Signals and they can be quite effective in helping the trader stay in trade and to minimize unproductive trade entries. Ichimoku Trader enables the user to use upto two trade filters - MA Visualizer and /or External Filter respectively.
Moving Averages are very effective trade filters and if the right Moving Average is used with right lookback period based on trade type and timeframe traded, they can be very effective in filtering trades.
Enabling 𝐔𝐬𝐞 𝐌𝐀 𝐕𝐢𝐬𝐮𝐚𝐥𝐢𝐳𝐞𝐫 𝐚𝐬 𝐓𝐫𝐚𝐝𝐞 𝐅𝐢𝐥𝐭𝐞𝐫 filters breakouts only when MA Visualizer agrees with the trend (which can be visualized using the fill colour between the MA Visualizer plots.
Enabling Fɪʟᴛᴇʀ Eᴀʀʟʏ Vɪsᴜᴀʟɪᴢᴇʀ Bʀᴇᴀᴋᴏᴜᴛs in addition filters breakouts even if price closed above the upper MA Visualizer plot without having to agree with fill colour.
In addition to MA Visualizer Filter, and external filter like RSI, MACD etc. can also be used by connecting to Ichimoku Trader under ╔═══ 𝗣𝗹𝘂𝗴 𝗙𝗶𝗹𝘁𝗲𝗿 𝗵𝗲𝗿𝗲 ═══ 🔌 dropdown by enabling 𝐔𝐬𝐞 𝐄𝐱𝐭𝐞𝐫𝐧𝐚𝐥 𝐅𝐢𝐥𝐭𝐞𝐫 𝐚𝐬 𝐓𝐫𝐚𝐝𝐞 𝐅𝐢𝐥𝐭𝐞𝐫. The external filter can be used as the only filter or in addition to MA Visualizer filter.
To get the external filter to work, Sɪɢɴᴀʟ Tʏᴘᴇ must be set right. For plots that are not oscillatory like Moving Averages, Super Trend etc., choose type as Non Oscillatory and for Oscillators like RSI, CCI, MACD etc., choose type as Oscillatory .
For Oscillators, levels must be specified for Fɪʟᴛᴇʀ Lᴇᴠᴇʟ ғᴏʀ ʟᴏɴɢs and Fɪʟᴛᴇʀ Lᴇᴠᴇʟ ғᴏʀ sʜᴏʀᴛs , especially if the Oscillator doesnt have 0 as mid line, like RSI. Even for 0 mid oscillators like CCI, filter levels like 100/-100 work effectively to filter noise.
Use 𝐓𝐫𝐚𝐝𝐞 𝐙𝐨𝐧𝐞𝐬 𝐁𝐚𝐜𝐤𝐠𝐫𝐨𝐮𝐧𝐝 𝐅𝐢𝐥𝐥 under 𝗨𝘀𝗲𝗳𝘂𝗹 𝗘𝘅𝘁𝗿𝗮𝘀 to paint the trade zones background. It helps visually see the effect of filters on the breakout entries and also the trade performance.
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Ichimoku Trader also includes the following useful extras
𝐓𝐫𝐚𝐝𝐞 𝐙𝐨𝐧𝐞𝐬 𝐁𝐚𝐜𝐤𝐠𝐫𝐨𝐮𝐧𝐝 𝐅𝐢𝐥𝐥 paints the trade zones in green and red as mentioned above.
Sʜᴏᴡ Hɪɢʜs ᴀɴᴅ Lᴏᴡs plots the highest highs of the Bull Zone and the lowest lows of the Bear Zone to help spot the wicks, support and resistance.
Tᴀᴋᴇ Pʀᴏғɪᴛ Bᴀʀs helps detect the volatility exhaustion prices and plots $ signs to help the trader take profits or move stop loss levels to secure gains or to reduce losses.
Vɪsᴜᴀʟɪᴢᴇʀ Cᴏʟᴏʀ Bᴀʀs paints the price bars with trend intensity and the user can opt from one of two themes under Bᴀʀ Cᴏʟᴏʀ Sᴄʜᴇᴍᴇ (Chilli and Flame).
The bar colors can be inverted by enabling Iɴᴠᴇʀᴛ Bᴀʀ Cᴏʟᴏʀs to see reverse bias with respect to the current trade direction.
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Alerts can be created for Long and Short entries by using Once Per Bar Close as Alert Frequency. Entries are generated on Real time bars based on Breakout and filter conditions. It is recommended to wait for bar close before taking a position based on Ichimoku Trader Trade Entries.
The indicator does not repaint and can be confidently used for alerts and trade entries without worrying about signals disappearing.
™TradeChartist Ichimoku Trader 𝗧𝗿𝗲𝗻𝗱 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝗶𝗲𝗿 can also be connected to ™TradeChartist Plug and Trade to generate entries along with Targets, Stop Loss plots etc. Target and Stop Loss alerts can be created using Plug and Trade's Alerts system.
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There are several combinations of settings that can be tested on the security traded based on timeframe and risk/reward expectations. The indicator can be used for trade entries with filter combinations or can be used as standalone Visualizer for trend confirmations, levels etc. Following are a few examples using the Visualizer.
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1. BTC-USDT 1hr True Ichimoku Kumo Breakout with no filters.
2. BTC-USDT 1hr Ichimoku Trade Bands (Default) Breakout with no filters.
3. BTC-USDT 1hr Ichimoku Trade Bands (Default) Breakout using 200 period Hull MA Visualizer filter.
4. AAPL 4hr Ichimoku Trade Bands (Default) Breakout using 200 period VIDYA MA Visualizer filter. Note: VIDYA is normally used for long term trades.
5. GBP-USD 5m True Ichimoku Kumo Breakout using 144 period TEMA MA Visualizer filter and Money Flow Index connected as external filter with 80/20 Filter values.
6. XAU-USD 1hr Ichimoku Trade Bands (Default) Breakout using 144 period TEMA MA Visualizer and Keltner Channels basis line as external non-oscillatory filter, connected to ™TradeChartist Plug and Trade using Ichimoku Trader 𝗧𝗿𝗲𝗻𝗱 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝗶𝗲𝗿.
7. SHITPERP 1hr Ichimoku Trade Bands (0.618 Band Width and Lookback 89 periods) using 50 period Zero-Lag EMA Visualizer Filter.
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Best Practice: Test with different settings first using Paper Trades before trading with real money
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This is not a free to use indicator. Get in touch with me (PM me directly if you would like trial access to test the indicator)
Premium Scripts - Trial access and Information
Trial access offered on all Premium scripts.
PM me directly to request trial access to the scripts or for more information.
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Future Ichimoku Forecast by AP +3FUTURE ICHIMOKU FORECAST by AP Demo+3
Hi every Ichimoku Users,
Ichimoku is one of my favorite indicators, it helps me define market trends, find entry and follow. But sometime, I must predict how its lines (clouds, tenkan, kijun) will go? by handmade with lot of try and time!
Are you agree with me?
In order to forecast future Ichimoku to help your trade more easy and profitable, I create the FUTURE ICHIMOKU FORECAST by AP Demo+3 indicator free for everyone.
FUTURE ICHIMOKU FORECAST strengths:
- Forecast future +3 candles will make clouds, tenkan, kijun go!
- Help you indentify easy trend when clouds change, kijun go up or down!
- Flexible to change colors, displacement, hide/show lines in its.
- Flexible and good for every timeframe: W, D, 4H, 1H and shorter.
- Flexible and good for every currencies, gold , future and more.
BV's ICHIMOKU CLOUD - All Signalshello traders,
With this script you will be able to test the different signals offered by the ichimoku cloud system.
Crossover Tenkan Kijun
Crossover Tenkan Kijun above Kumo
Crossover Price Kijun
Crossover Price Kijun above Kumo
Crossover Price Tenkan
Crossover Prince Tenkan aboce Kumo
Crossover price Kumo
Kumo Color Change
Remember to check the JPYPAIR checkbox if you test a JPY/xxx pair, this will adjust the stop loss and take profit calculation.
You can also adjust the TP and SL values in the parameters to change their ratio. I had good results in 1.5:1 with the :
SL = 2.25 x ATR(14)
TP = 1.5 x ATR(14)
At your tests, don't hesitate to share your results.
Cracking Cryptocurrency - IchimokuCracking Cryptocurrency Ichimoku
The Ichimoku Cloud is designed to measure both momentum and trend. This script is optimized for **Cryptocurrency** by default but the settings can easily be adjusted from the Input Window to trade on any asset.
The core of the Ichimoku Strategy can be broken down into two facets, depending on whether you prefer to trade short-term or long-term. The Ichimoku is a trending indicator by default, it will not catch bottoms or tops. It is a momentum indicator .
Features & Functions
Multiple Time Frames Feature: With this feature, you can view the Ichimoku of a different time frame than you are currently viewing. This is very useful for looking at daily support and resistance (Kumo, Chikou) but wishing to trade a different strategy (Price Action, Moving Averages, etc.) on a lower time frame.
Short-Term Strategy
Revolves around Tenkan and Kijun crosses. Should the Tenkan crossover the Kijun, that is a bullish indication, and a signal to buy or go long.
Conversely, should the Tenkan crossunder the Kijun that is a bearish indication, and a signal to sell or go short.
In the settings, you can choose to plot Tenkan/Kijun crosses. With this option selected, several things will occur when Tenkan/Kijun crosses happen.
1. The current bar will change colors depending on whether the signal is a buy or a sell. Buy = Aqua, Sell = Fuchsia
2. A dot will appear on the Tenkan. Buy = Green, Sell = Red
3. A label will appear above or below bar indicating the correct decision. Buy = Buy, Sell = Sell.
Long-Term Strategy
Revolves around price closing above or below the Kumo Cloud itself. Should price close above a bearish Kumo Cloud, that is a bullish indication, and a signal to buy or go long.
Conversely, should price close below a bullish Kumo Cloud, that is a bearish indication, and a signal to sell or go short.
In either case, it's important to understand what the cloud breaks are representing. They are representing a potential shift in the dominant trend. Ichimoku attempts to identify when that shift happens, so we can get on the side of the emerging trend.
In the settings, you can choose to plot Kumo Cloud Breaks. With this option selected, several things will occur when Kumo Cloud breaks happen.
1. The current bar will change colors depending on whether the signal was a buy or a sell. Buy = Aqua, Sell = Fuchsia
2. A label will appear above or below bar indicating the correct decision. Buy = Buy, Sell = Sell.
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Please note, that the Kumo Cloud Breaks indicate stronger signals, and thus more weight should be given to them than TK Crosses. However, depending on what time frame you are trading on, Kumo Cloud breaks are a rarer occurrence than TK Crosses.
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Additional Features
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The Chikou (Lagging) Spam is run through a Zero Lag filter. The reason for this is aesthetic. The smoothing can be disabled in the input windows.
The purpose of the Chikou Span is to identify Support and Resistance.
If you have any questions, success or failure stories, or seek advice feel free to send me a private message here on Trading View. Trade safely.
Ichimoku with Correct DisplacementThe default Ichimoku Cloud by TradingView is strange. The kumo is only displaced 25 periods forward, and the chikou is displaced 25 periods back. This is because TradingView had the correct value for displacement (26), but they decided to subtract this displacement by 1 when actually drawing the kumo and add 1 when drawing the chikou. This script fixes this and allows for easier customization of each line in the Ichimoku.
™TradeChartist - Show and Tell - Ichimoku Cloud™TradeChartist Show and Tell - Ichimoku Cloud is a free and easy to use script that helps anyone learn and understand the Ichimoku cloud by using the 'Show and Tell' option from the indicator settings and by choosing the Ichimoku component/Signal from the dropdown box. For individuals new to Ichimoku Cloud , Show and Tell option will help explain the components and signals of Ichimoku Cloud on the chart without having to navigate away from price action, thus making it easier to learn and understand Ichimoku cloud with respect to chart price action on the corresponding time frame.
The indicator automatically detects cryptocurrencies as it uses different settings specific to cryptocurrencies market - (20,60,120,30) respectively as opposed to classic - (9,26,52,26).
When 'Show and Tell' is unchecked from indicator settings, the script detects signals and important Ichimoku events like Bull/Bear crosses, Bullish/Bearish Kumo Twists, Bullish/Bearish Kumo Breakouts etc and plots labels on chart. To turn off this feature, just uncheck 'Labels' from the styles tab under the indicator settings.
This is a free to use indicator. Give a thumbs up or leave a comment if you like the script.
UTG - Unimoku- This Script is based around Ichimoku , it allows you to quick select the different common (and uncommon) Ichi settings that are based around Regulated and Cryptocurrency markets.
- It will push signals/alerts based on data that it is pulling from the chart currently displayed on the screen.
- It will display
- Kumo Twists
- Kumo Crosses
- Visual Indicators based on candle structure inside clouds
Open Source Ichimoku Kinkō hyō Keizen 改善Open Source Ichimoku Kinkō hyō Keizen 改善
First of all, thank you for using my work, making changes and continuing to share it for free.
I chose as indicator name Ichimoku Kinkō hyō Keizen logically simply by
what the word Keizen reflects a Japanese method which means continuous improvement and quality.
The goal here is to correct already any offset faults that should not be present and to try
to bring the indicator of new things that can serve and advance
and provide additional support for the decision.
A continuation will surely be planned which will bring its batch of new elements which will come
naturally be grafted to this tool.
Possibility of adding or not adding new lines Jun (76), Kan (226), Junkan A, B (676).
- Junakan To be calculated on the average of Jun / Kan 151 periods.
- Junkan B calculate over the 676 periods.
- Possibility of adding or not adding a new kinkohoyo calculate on Jun (76) and Kan (226).
- Possibility of adding or not adding a new Kumo calculate over 676 periods.
- Possibility of coloring or not the kumos or the kinkohyos.
- Possibility of adding or not Chikō 9,26,52,76,226,676.
- Ability to display or not passive lines in the future, 5 shots ahead of the movement of lines, provided that the extremes are not broken.
Thank you:
Thanks to TomQSD to have tested all the different versions of this project and to have contributed his criticism that helped me a lot to develop the tool.
Thanks to Herveo for having agreed to share his code
on the passive lines.
Remarks:
Not all options are activated at the same time.
Please do not uncheck the boxes in style, only change the colors.
To enable or disable lines, go to input parameters.
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Open Source Ichimoku Kinkō hyō Keizen 改善
Tous d'abord, merci d'utiliser mon travail, d'apporter des modification et de continuer à le partager gratuitement.
J'ai choisi comme nom d’indicateur Ichimoku Kinkō hyō Keizen en toute logique tout simplement par
ce que le mot Keizen reflète une méthode Japonaise qui veut dire amélioration en continue et qualité.
Le but ici est de corriger déjà tout les défauts de décalage qui ne devraient pas être présents et d’essayer
d’apporter sans trop charger l’indicateur des choses nouvelles qui peuvent servir et faire progresser
et apporter une aide supplémentaire à la décision.
Une suite sera sûrement prévue qui apportera son lot d'éléments nouveaux qui viendront
naturellement se greffer à cet outil.
- Possibilité d’ajout ou non de nouvelles lignes Jun (76) , Kan (226) , Junkan A,B (676).
- Junakan A calculer sur la moyenne de Jun/Kan 151 périodes.
- Junkan B calculer sur les 676 périodes.
- Possibilité d’ajout ou non d’un nouveau kinkohoyo calculer sur le Jun (76) et le Kan (226).
- Possibilité d’ajout ou non d’un nouveau Kumo calculer sur 676 périodes.
- Possibilité de colorier ou non le ou les kumos et le ou les kinkohyos.
- Possibilité d’ajout ou non de Chikō 9,26,52,76,226,676.
- Possibilité d’afficher ou non de lignes passives dans le future, 5 coups d’avance sur les déplacement des lignes, a condition que les extrêmes ne soient pas rompu.
Remerciement :
Merci à TomQSD d'avoir tester toutes les différentes versions de ce projet et d’avoir apporter sa critique qui m'a beaucoup aidé à développer l’outil.
Merci à Herveo pour sont accord d’avoir bien voulu partager son code
sur les lignes passives.
Remarques:
Toutes les options ne sont pas toutes à activer en même temps.
Merci de ne pas décocher les cases dans style, modifiez seulement les couleurs.
Pour activer ou désactiver des lignes, allez dans paramètres en entrée.
Ichimoku Profit Meter by Solah AzmanAims to simplify Ichimoku Cloud and filter out market consolidation. The graph shows price movement outside the Kumo(Cloud), i.e. if price crossover cloud at $1 and enters back the cloud at $1.50, the graph will show that price has moved $0.50. Tenkan Kinjun is the default SAR type but you may change it to your liking.
Kurotoga CloudKurutoga Cloud is a cousin-inpired cloud of the Ichimoku Kinko Hyo.
It removes the unnecessary fluff and just focus drawing the 50% levels on current mainframe for the typical RSI standard length (14) settings on current time-frame (Lead A) and the Higher time-frame (Lead B)
User should pay particular attention to where the cloud will draw longer straight-lines. Those ranges are 50% ranges of significance and likely to act as target zones for support/resistances in the future.
The cloud can also act a a very reliable trend indicator.
Intraday = D
D = W
W = M
M = 4M
Ichimoku Anchors and EntriesThis is an ichimoku scalper that makes trades based off anchor and signal time frames
There consist of 3 types of trades
Weak, Medium and Strong
Red represents weak entries
Medium is represented by orange
And Green is the strong Entries
Ichimoku Anchor EntriesThis is an ichimoku MTF entries based on baseline and MA
Requested by user Yusufali
Ichimoku Compass(Ichimoku Cloud)Ichimoku Cloud Indicator for visualizing support/resistance levels. Candles turn from green to white when negative trend is detected.
Kijun-sen Colored [aamonkey]I isolated the Kijun-sen from the Ichimoku Cloud and colored it.
You can do major damage by just entering when the price closes above the Kijun-sen and sell when it is the other way around.
Add some other confirmation indicators to filter some false breakouts and you are good to go.
Richimoku (Enhanced Ichimoku with 4 Clouds)Are you an investor on the buy-side or a trader on the sell-side?
Use the brand new Richimoku Trading System to learn about trends earlier and discover trading signals and alternative data that can be transformed into sharper insights, better opportunities, and more profitable decisions.
The Richimoku Trading System includes:
1. Richimoku ( Advanced Ichimoku Kinko Hyo with 4 Clouds! )
2. Tenkan-Sen Strength Analyzer (Indentify divergences. Know First. Act Faster. A must-have for every Ichimoku trader)
3. Kijun-Sen Strength Analyzer (Indentify divergences... etc.)
4. Kumo Waves (Game changer!)
*As some indicators you may come across are using the repainting mode (which consists in correcting the false signal back in time).
You'll never see such thing in the Richimoku Trading System. What's on the charts is displayed in real time, no cheating...
Test the Richimoku Trading System For 12 hours! Study the chart history on all timeframes. Study all details incl. divergences etc.
FAQ.
How to access the Richimoku Trading System in tradingview?
To access your indicator simply click on “Indicators” at the top of your Chart, and click on “Invite-Only Scripts”. Click on the indicator to activate it. That’s it!
Will the Richimoku Indicator Trading System work for Stock and Index trading?
Sure! It works on all Forex, Stocks, Indexes, Metals and Crypto's!
Does this indicator work with a free TradingView Account?
Yes you can use the Richimoku Indicator Trading System with a free TradingView account.
Does the indiators work on all timeframes?
Yes, the indicators can be used on all time frames!
Ichimoku Cloud Score MTFThis is a simple multi time frame (MTF) conversion of the Ichimoku Cloud Score indicator.
All credit goes to the following users for the initial implementations:
- User @dashed :
- User @sjb933 :
This script calculates the Cloud Score based on the sjb933 version; all I've done is convert the script to Pinescript version 3 (to ensure the security function works as intended) and add MTF capability.
I'm a big fan of MTF analysis when using indicators (particularly oscillators). Using a higher time frame runs into the issue of the indicator repainting until the relevant higher time frame candle closes (this is inevitable and logical - so don't comment saying it repaints!). However, for lagging indicators such as this one, adding a lower time frame provides potential entry and exit signals into the larger trend, and also provides early warning of large trend shifts before the current time frame will. This can give you more control over your trades, and in my experience helps lagging indicators such as Ichimoku stay relevant in high volatility markets that are vastly different from when the indicators were conceived.
Any queries please let me know.
Cheers,
RJR
Bijimoku (japsian For tradingview) -- by: Bijan AjdaryThis Indicator(BIJIMOKU) is an updated version of the japsian Indicator, which has been specially designed for Tradingview.
You can send your feedback and comments to my email address: bj.ajdary@gmail.com
--- Thanks to Chris
