[GYTS-Pro] Signal Provider | WaveTrend 4D with GDM + QMCWaveTrend 4D with GDM + QMC (Professional Edition)
🌸 " 📡 Signal Provider" in GoemonYae Trading System (GYTS) 🌸
WaveTrend 4D (WT4D) is an extension of the incredible WaveTrend 3D (2022, Justin Dehorty) . This oscillator elevates the classic WaveTrend by integrating advanced mathematical models for a multi-dimensional view of market momentum, capturing subtle shifts and trends that traditional indicators might miss. Each oscillator layer uses a combination of normalised derivatives, hyperbolic tangent transformations, and dual-pole filtering (John Ehlers' SuperSmoother), providing a normalised and smooth signals.
WT4D strives to help discriminating high-quality signals from the indicator by introducing the Gradient Divergence Measure (GDM) and Quantile Median Crosses (QMC) -- see below for more information.
WaveTrend 4D is a "📡 Signal Provider" in the 🌸 GoemonYae Trading System (GYTS) 🌸. Multiple 📡 Signal Providers connect to a GYTS "🧬 Flux Composer" to find confluence. On its turn, the Flux Composer can be connected to the GYTS "🎼 Order Orchestrator" for backtesting and trade automation. However, WaveTrend 4D is a wonderful indicator on its own as well.
🌸 --- MAIN FEATURES --- 🌸
- The focus is on two type of signals: divergences between the overall trend and the waves (GDM) and the weakening of strong trends (QMC)
- The name "WaveTrend 4D" is derived from the usage of 4 dimensions, representing different frequencies or timeframes. This gives the opportunity to use 2 sets of 3 frequencies to find divergences. Next to the "fast", "normal" and "slow" frequency, the fourth frequency is called "lethargic" (very slow).
- High probability trading involves diligently determining the significance of signals. For this purpose, a novel "Gradient Divergence Measure" (GDM) is developed to signify the strength of divergence signals and are drawn as triangles next to the divergence circles.
- Another and powerful approach is to use the frequencies' crossing of the median (zero) line. We seek to only signal reversals after a significant trend, and call this the "Quantile Median Crosses" (QMC).
More information the GDM and QMC and details of all features are described below.
🌸 --- GRADIENT DIVERGENCE MEASURE (GDM) --- 🌸
💮 Introduction
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The GDM dynamically calculates a composite measure based on multiple factors. Unlike traditional binary divergence indicators, GDM employs a continuous value system to capture the nuanced dynamics of market behaviour. This methodology allows traders and analysts to assess the potency of divergence signals with greater precision, facilitating more informed decision-making processes.
💮 Methodology
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The GDM is calculated using a composite formula that integrates various market dynamics. At its core, it consists of six components listed below, each weighted to optimize the indicator's responsiveness to market conditions:
The magnitude of relative change between waves -- A larger difference between the waves, i.e. lower high or higher low could signify a stronger divergence.
The absolute value of the latest wave -- The strength of the latest wave provides insight into the extremity of the market conditions.
Slope of the divergence -- The slope between the two points of divergence essentially measures the rate of change in the frequency\'s value over time. It captures both the direction and the steepness of the indicator’s move between two waves.
The magnitude of relative change of the price -- A divergence means that the oscillator shows an opposite pattern than price action. Thus, if the price makes a significantly higher high or lower low, but the indicator does not, this discrepancy can be used to measure the divergence strength. This components measures the price's extrema during the crosses of the indicator's waves.
Higher timeframe's frequency trend -- Similarly, instead of looking at the price directly, this component measures the more general trend of the price by using the higher timeframe frequency (i.e. the slow frequency when looking at divergences of the normal frequency).
Time duration -- Lastly, the time duration between the two points of a divergence can also be a factor. A divergence that spans over a longer period might indicate a more significant market sentiment shift.
Note that these 6 components are not independent, e.g. the slope is actually the result of the magnitude between waves, the absolute value and time duration. However, the default GDM is carefully tuned to include all these features without being too sensitive to outliers.
💮 Tuning the GDM
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At the same time, different people have different ideas of what factors are important to denote a "strong" divergence. For this reason, in the 🧰 Professional Edition of this indicator, as opposed to the 🤲 Community Edition, the user can select between different "GDM profiles" that resemble a certain approach:
Upon initiating the GDM indicator, users are prompted to select one of six distinct profiles. Each profile adjusts the indicator’s parameters to optimize performance under different market scenarios:
balanced : Offers a general approach, with a balanced assessment of market conditions without specific focus on any one aspect.
regular divergence : Emphasises price action, ideal for identifying classical divergence patterns where price and momentum diverge.
wavetrend focus : Minimises the influence of price action, concentrating on the WaveTrend oscillator’s behaviour for trend analysis.
short-term waves : Prioritises the slope of the waves, targeting traders interested in short-term market movements and potential inflection points.
long-term waves : Extends the analysis period, focusing on longer-term market trends and wave duration for strategic positioning.
overbought/oversold : Highlights extreme conditions in market valuation, useful for identifying potential reversal points from overbought or oversold levels.
The 🎩 Ultimate Edition takes it a step further and gives full freedom to dial in weights for each of the 6 components. The GDM formula is set up in such way to accommodate ease of use and react logically to these parameters. Having said that, the default GDM calculation should be more than sufficient for most cases.
Another way of tuning the GDM is to dial in the "sensitivity". This controls the extent of normalisation between signals, and essentially affects how often strong GDMs appear. At the conservative end (higher sensitivity), the strong GDMs are less frequent but are relatively significant, while with a lower sensitivity the strong GDMs appear more frequent.
💮 GDM on the Oscillator
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Coming back to the indicator, the GDMs are represented by triangles and their value represents the strength. A value close to `1` signifies a strong bearish divergence and thus a possible reversal of continuation of a downtrend. Similarly, a value close to `-1` signifies a strong bullish divergence.
Note that there are two colour sets which can be enabled and disabled. One uses crosses between the fast and normal frequencies (with the slow frequency acting as the price trend with which there should be an opposite interaction -- "divergence"). Similarly, crosses between the normal and slow frequencies (with the lethargic (the most slow) frequency acting as the price trend) are used to find divergences on a higher timeframe.
🌸 --- QUANTILE MEDIAN CROSSES (QMC) --- 🌸
💮 Introduction
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A different and powerful approach is to use the frequencies' crossing of the median (zero) line. This would signify a continuation of the reversal. However, also here, not all of those crossings would be trades with a high probability of success. For this reason, we seek to only consider reversals after the most strong trends start to show weakness. We call these reversals the "Quantile Median Crosses" (QMC), derived from the methodology.
💮 Methodology
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To find this "most strong trends", we calculate the integral ("the area") of a frequency between all historical median crosses, and take an upper quantile of those integrals. This means that when the series is crossing the median in often (consolidation), the ares between those crosses would be small. But if there was a strong momentum, and the series would separate itself significantly from the median and would do so for a long time, its area would be large.
So after considering all the past integrals, we take the upper quantile of those (i.e. sort all integral and for example take the top 5%) and if the latest trend's integral was in this upper quantile, it is considered "significant". Hence, the name "quantile" in the name "Quantile Median Cross"
💮 Tuning the QMC
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The QMC is easily tuned by its "sensitivity". This basically represents a set of quantile bounds for the normal, slow and lethargic series. We have set these 3 parameters for each sensitivity profile after careful testing. The 🎩 Ultimate Edition gives full control for each quantile bound.
💮 QMC on the Oscillator
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The QMC is shown as a label "🔴" above the median or with "🟢" below the median. In the 🎩 Ultimate Edition, the user instead sees the exact quantile and the number of samples. The normal frequency has a "bronze" colour, the slow frequency "silver" and the lethargic is "gold". In addition to the labels, there are also diamond shapes in the same colour drawn on the median in the oscillator. This represents the previous median crossing, and helps the user to see between which two points the integral is calculated.
🌸 --- DETAILED FEATURES --- 🌸
As discussed, at its core, the main signals are the Gradient Divergence Signals (GDM) and Quantile Median Crosses (QMC). However, there are more very powerful features that this 📡 Signal Provider can include. Below is a list of all features and we differentiate the availability of a feature per 📡 Signal Provider version by using these icons: 🤲 Community Edition; 🧰 Professional Edition; 🎩 Ultimate Edition.
Before going into the features, there are two important aspects to note: As this is a 📡 Signal Provider, it can be connected to the GYTS 🧬 Flux Composer and this is possible for each edition (i.e. the 🤲 Community Edition 📡 Signal Composer works with the 🤲 Community Edition 🧬 Flux Composer, and the same holds for the 🧰 Professional and 🎩 Ultimate Editions). Contrary to most other indicators that connect with each other, the signals that are passed are not just binary signals ("buy" or "sell") but pass the actual GDM and QMC values. This gives the opportunity in the 🧬 Flux Composer to more accurately use multiple signals with different strengths to finally give an overall signal.
The second important aspect is that for the 🤲 Community Edition, there are two versions of this 📡 Signal Provider: one that has the GDM feature and another the QMC feature. Besides that, the list below depicts a fairly complete overview of all the features across different versions:
( 🤲 🧰 🎩 ) Four Dimensions -- All four dimensions are available for each edition. The input data can also be transformed with an EMA or CoG as in the original WaveTrend 3D.
( -- 🧰 🎩 ) Both GDM and QMC -- Only the Pro and Ult versions include both the GDM and QMC in one indicator
( 🤲 🧰 🎩 ) Custom indicator name -- There's an option to give a name to the indicator which will be displayed on the chart. On its own, it might not be helpful, but in the GoemonYae Trading System (GYTS) suite, it helps to identify the different Signal Providers.
( 🤲 🧰 🎩 ) Visual improvements -- As in the original WaveTrend 3D, there are various ways the indicator can be displayed, including emphasising a certain frequency, a "mirror mode" and separating each frequency. We have expanded on some of these options. For example, the divergences, GDMs and QMCs are also displayed when the frequencies are separated, the mirror mode works with the emphasised frequency, there are more options to control the width of the emphasised frequency and each frequency can be enabled or disabled.
( 🤲 🧰 🎩 ) Support for HTF -- The indicator works on higher timeframes than the current chart and all parameters and calculations are scaled accordingly.
( __ 🧰 🎩 ) Support for other tickers -- There is also an option to select another ticker than the current chart. This especially makes sense in the 🌸 GYTS suite 🌸, where multiple Signal Providers are combined to find confluence. For example, a common approach is to use a certain ETF (or BTC in crypto) on a higher timeframe as filter to determine overall market direction.
( __ __ 🎩 ) Disable "only true divergences" -- In the Ultimate Edition, less signals can be filtered out when disabling looking at the third frequency. In general, this is not the best idea but it can be helpful when filtering signals with other means.
( __ 🧰 __ ) GDM profiles -- As mentioned, the GDM is carefully tuned and we consider it an excellent method to signify the strength of a divergence. Therefore, the standard calculation in the Community Edition is sufficient. Nevertheless, the Pro Edition has profiles (as previously described) so the user can select how (s)he feels a "strong divergence" should be.
( __ __ 🎩 ) GDM weights -- Full control over the weights of the 6 components of the GDM instead of using the profiles. The GDM algorithm is set up in such way that this is possible in an intuitive way.
( __ __ 🎩 ) Disable asymmetric GDM calculation -- Calculate the bullish and bearish GDMs independently (asymmetric calculation) or normalise them altogether (symmetric calculation). This can sometimes be helpful to filter out weaker GDMs depending on market conditions.
( 🤲 🧰 🎩 ) QMC calculation -- Using the QMC is possible in all versions, and each of the Normal, Slow and Lethargic frequencies can be toggled on and off.
( __ 🧰 __ ) QMC sensitivity -- Similar to the GDM profiles, in the Pro version there are presets to make the sensitivity higher (and thus get more signals) or lower.
( __ __ 🎩 ) QMC quantile threshold -- Instead of the sensitivity presets, in the Ult Edition the quantile threshold for each frequency is set. The user also sees the actual quantile and number of samples in the label
( 🤲 🧰 🎩 ) WaveTrend 4D settings -- Possibility to adjust the core WaveTrend settings
( 🤲 🧰 🎩 ) Alerts -- When alerts are enabled, TradingView will notify when there is a bullish/bearish strong GDM (i.e. within the zone) and a bullish/bearish QMC.
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Bull Bear Trend IndicatorIntroduction: Origin of the Swing Point Indicator
In the quest for a reliable indicator that accurately predicts trend directions and identifies valid highs and lows, the genesis of the Swing Point Indicator emerged. Faced with the challenge of finding a tool that provided comprehensive market analysis and actionable insights, the need for a novel solution became evident. Combining insights gleaned from market analysis and innovative algorithmic approaches, the Swing Point Indicator was born.
Enhanced Feature: Highs and Lows Labeling in Trend Direction
In addition to its core functionalities, the Swing Point Indicator incorporates an advanced feature that enhances the visualization of trend direction. This feature provides further clarity by selectively labeling highs and lows based on the prevailing trend, reinforcing the identification of higher highs and lower lows in uptrends and downtrends, respectively. Overlapping labels on highs and lows signify a potential trend change, providing traders with valuable insight into market reversals.
Detailed Description:
1. Uptrend Labeling:
- Higher Highs (Green Label with Price): In an uptrend, where higher highs are observed, the indicator labels these points with vibrant green color and includes the corresponding price value. This visually highlights the significance of higher highs as pivotal points in the upward trajectory of prices.
- Higher Lows (Red Marker without Text or Diamond): To complement the identification of higher highs, higher lows are marked with a distinct red marker or diamond, devoid of any accompanying text. While these points are crucial in delineating the ascending trend, their emphasis lies in their role as support levels, providing a foundation for upward price movements.
2. Downtrend Labeling:
- Lower Lows (Red Label with Price): Conversely, in a downtrend characterized by lower lows, the indicator labels these points with conspicuous red color, accompanied by the corresponding price value. Lower lows signify critical levels of downward price momentum, acting as indicators of potential bearish continuation.
- Lower Highs (Green Marker without Text or Diamond): Lower highs, indicative of downward retracements in a downtrend, are marked by distinctive green markers or diamonds without accompanying text. While these points denote temporary pauses or pullbacks in the bearish trend, their emphasis lies in their role as resistance levels, impeding upward price movements.
Functionality and Utility:
- Customizable Lookback Candle Count: Traders have the option to adjust the lookback candle count, which is set by default at 108 candles in the settings. This flexibility allows traders to tailor the indicator to their specific trading preferences and timeframes.
- Equal Highs or Lows Option: When enabled, the Swing Point Indicator can identify equal highs or equal lows, providing traders with additional insight into market dynamics.
- Formation Confirmation: A new higher high along with its higher low or a new lower low along with its lower high is confirmed after two candles have closed following the swing point candle. This ensures the reliability of the identified trend direction.
Conclusion:
The incorporation of selective labeling for highs and lows based on trend direction, alongside the introduction of customizable settings and formation confirmation criteria, enhances the effectiveness of the Swing Point Indicator. This feature-rich tool empowers traders with a nuanced understanding of market dynamics, highlighting critical price levels and trend reversals. By offering enhanced visualization, customizable options, and confirmation criteria, the Swing Point Indicator equips traders with the confidence and precision needed to navigate the markets successfully, contributing to more informed and profitable trading strategies.
CSC_Macchiato Price Trend Oscillator by CoffeeShopCryptoDescription:
Introducing "The Macchiato" – your go-to indicator in the realm of trading, meticulously crafted by CoffeeShopCrypto. Much like the complex flavors of a well-made Macchiato, this tool offers a robust suite of functionalities designed to enhance your trading experience across Forex, stocks, and cryptocurrencies.
The Macchiato stands out for its distinct ability to confirm market trends, identify building momentum, and navigate through periods of market stalls. Drawing cues from the RSI (Relative Strength Index), its color scheme dynamically reflects the shifts in market forces, providing traders with real-time insights into price action dynamics.
Gone are the days of navigating through market uncertainties blindly. With The Macchiato at your disposal, you gain a more clear understanding of market movements, helping you to make informed decisions with confidence. Whether you're a seasoned trader or just starting out, this indicator adds more confluence to your trading strategy, ensuring that you stay ahead of the curve in today's fast-paced trading environment.
So, say goodbye to guesswork and hello to precision trading with The Macchiato – where real-time data analysis meets actionable insights, all in the quest for trading success.
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The Histogram:
The Macchiato Histogram gives you a representation of current change in closing values against the closing values within a "Range" of the lookback period. It calculates your price ranging extremes of the highest high vs lowest low according to your lookback setting. Then it shows you whether the momentum of these closing prices calculated against the highs or the lows is either rising or falling. It takes into account the difference in the highs, lows, open and closing prices as a whole. This helps to determine the actual trend of your market structure.
Histogram Rising / Falling:
The Histogram of the Macchiato doesn't care about being above or below zero. Since we are simply calculating momentum rising or falling, then we only care that the histogram is rising or falling. Especially when it's doing this in line with our Macchiato Average.
Macchiato Average:
Included is a smoothing line called "the Macchiato Average"
Using the average is just like using a moving average against price action, however here we are using one against momentum to determine whether price is moving against, with, better, or worse than the current average of momentum.
The RSI:
The base purpose of the RSI in this tool is mainly to color the columns of the Histogram.
I gave you the benefit of exposing the RSI so you can see where it lies in the oscillator for any additional strategies you may use.
How the RSI Colors the Histogram:
The Histogram has 4 momentum colors and 1 non-momentum color.
They are described below but here we will understand why they exist the way they do against the RSI positioning.
The 4 momentum colors:
You can have the RSI in 4 different positions against its moving average.
Trend Trading Colors and setups:
Strong Long - RSI above zero and above its average is a strong long trend.
Strong Short - RSI below zero and below its average is a strong short trend.
These can also be seen as breakout indications.
Counter Trend Trading and Setups:
Weak Long - RSI above zero and below its average is a weak long trend.
Weak Short - RSI below zero and above its average is a weak short trend.
(Only trade weak momentum to known internal support and resistance areas.)
You'll notice that when the RSI is set up against its RSI Moving average under these conditions, the Histogram is colored accordingly to tell you whether you have strong or weak momentum.
For these colors to appear accordingly, the RSI and the momentum of the histogram must be moving in the same direction as each other.
The 5th color of the Histogram:
(GRAY)
This is where there is a divergence / disagreement between your RSI setup and the momentum being observed. If momentum is moving one way and the force of the RSI is not matching the overall momentum, you have a divergence. This commonly means that higher timeframe momentum is in disagreement to lower or current timeframe closing momentum changes.
Conditions of a Bullish Trending Market:
The color scheme has specific implications when all columns are above zero.
As noted before, the Macchiato doesn't care that it is above or below zero. It simply needs to be rising or falling. The color scheme is depicted by what the RSI is doing in relation to ZERO and where it lies against its average.
This image helps to differentiate what is happening with momentum when in a strong bullish market.
The color scheme is always the same. You always have 4 conditions of momentum.
According to the default settings:
Strong Long = Dark Green
Weak Long = Light Green
Strong Short = Dark Red
Weak short = Light Red
The final color is GRAY which is standard for a NON directional market.
You can alter the colors as you choose for your chart background and color preference.
Macchiato Bias Line Conditions
The "Bias Line" helps you understand whether your current momentum is traveling into opposing forces or if your momentum is going WITH the bias.
Going against the bias would be like momentum and price action converging against each other.
Going in the same direction would offer much larger movements on price.
Using the Bias to trade
Trading Internal Support and Resistance
Noting previous price action, pivots, and price swings is important in its use.
When you see momentum coming to a halt or changing, note the previous price action that you are approaching. You should see the histogram change its color, telling you where momentum is ending in its current direction.
EXAMPLE BULLISH MARKET FLIP
There is the exception however that when the market flips, from bearish to bullish, you can see the following:
BIAS LINE switches to a Bullish Bias
Histogram is showing Strong Long Color
Histogram stays ahead of the BIAS line
Price should break previous swing highs to create new highs.
Strategy you can use in observance. (short pause, to pullback, to continued short)
If the momentum is rising while RSI is falling you'll have gray columns until the RSI is in the correct positions against its average.
For your trend to continue downward you are looking for dark red or "Strong Short" columns.
When there is a disagreement, your columns will be gray and then switch to weak long. (Light Green)
This is because your RSI is above its average while the RSI is bearish.
This light green area can be observed as the pullback area.
If you only want to trade short, you would wait for the pullback to be complete.
This occurs when the weak long changes back to gray and then strong short, or skipping gray into strong short.
AllTheUpsTheresAlwaysDowns "AllTheUpsTheresAlwaysDowns" ☆ATUTAD☆ // w%r + ma indicator designed for forex trading.
This indicator combines the Williams %R, moving averages, and session tracking.
Key Inputs:
Williams%Range Period: Adjusts the sensitivity of the Williams %R calculation.
Moving Average Period: Defines the period for the moving average used in the indicator.
Overbought and Oversold Thresholds: Sets the thresholds for identifying overbought and oversold conditions.
Features:
Williams %R Calculation: Calculates the Williams %R, a momentum oscillator that measures overbought and oversold levels.
Moving Averages: Plots two moving averages to capitalize on and visualize trend direction.
Session Tracking: Identifies the start and end of trading sessions (Tokyo, London, New York) for better session-based analysis.
Signal Generation: Generates buy/sell signals based on Williams %R levels and moving average crossovers.
Color Coding: Visualizes color-coded bars and shapes to highlight different market conditions and signal types.
Alerts: For buy/sell signals and overbought/oversold conditions to prompt timely actions.
Usage Tips:
Interpret Signals: Trend direction through buy/sell signals and overbought/oversold trend,- reversal / breakout line conditions for potential trading opportunities.
Session Awareness: Take into account the trading sessions (Tokyo, London, New York) to move along with the market dynamics during different times of the day.
Confirmation: Use additional technical analysis tools to confirm signals before executing trades. For example the Williams Percetange Range indicator.
Risk Management: Trade with proper risk management strategies to avoid potential losses.
HappyTrading
Volume Profile / Order Blocks + Demandas e Ofertas FortesThis indicator combines two powerful technical analysis tools into one: the Volume Profile Bar-Magnified Order Blocks and Strong Demands and Offers.
The Volume Profile Bar-Magnified Order Blocks identifies and highlights significant areas of volume and price on the chart, helping traders identify zones of high liquidity and potential trend reversal areas. With advanced customization features such as choice of mitigation method and grid adjustments, traders can tailor the indicator to their individual preferences.
Alongside the Volume Profile, Strong Demands and Offers add an additional layer of analysis, highlighting points of interest where buying or selling pressure is strongest. This helps traders identify key areas where the balance of power may shift, providing potential entry or exit signals.
Key Features:
Automatic identification of significant volume areas.
Highlighting of zones of high liquidity and potential trend reversal areas.
Advanced customization, including choice of mitigation method and grid adjustments.
Highlighting of strong demands and offers to identify key areas of buying or selling pressure.
How to Use:
Add the indicator to your chart.
Adjust the parameters according to your preferences.
Observe the highlighted areas of volume and price on the chart.
Look for entry or exit signals based on the identified areas of interest.
This indicator is a valuable tool for traders looking to enhance their technical analysis based on volume and market dynamics. Try it out in your trading strategy and discover how it can help you make more informed and accurate decisions.
SeasonsThis code represents a seasonal indicator that has a number of unique functions to help traders better understand the market and make informed decisions. Let's take a closer look at each of them:
1. **Chart background shading for each season:** This function allows you to visually see seasonal changes in the market. You'll be able to easily track how the market changes in different seasons, thanks to the color labeling: blue for winter, green for summer, orange for autumn, and yellow for spring.
2. **Vertical markings for each month:** Additional markers on the chart help you orient yourself in time and better understand price dynamics throughout the year. This is especially useful when analyzing seasonal changes and identifying market cyclicality.
3. **Halving timers:** Connecting halving timers on the chart allows you to track important events, such as the reduction of bitcoin mining rewards. Knowing the timing of halving can be a key moment for decision-making and can affect asset prices.
These functions help traders better analyze the market, identify trends and cyclicality, and optimize their trading strategy. Use this indicator in your trading practice to unleash its full potential and reach new heights in your trading career. Don't miss the opportunity to improve your results - apply the seasonal indicator today!
The seasonal indicator is a powerful tool for traders, helping them analyze the market and make informed decisions based on seasonal and cyclical changes. Here are a few reasons why using this indicator can be advantageous:
1. **Identifying seasonal trends:** The seasonal indicator helps identify seasonal trends in the market, such as changes in activity during different seasons or months. For example, some markets may be more volatile or predictable at certain times of the year, and knowing these trends can help in making decisions about entering or exiting positions.
2. **Optimizing trading strategy:** Understanding seasonal changes in the market allows traders to optimize their trading strategy based on the time of year. For example, they may adjust their risk management approaches or choose specific types of trades according to the current season.
3. **Predicting market cyclicality:** The seasonal indicator can also help in predicting market cyclicality and identifying recurring price movement patterns. This enables traders to build their strategies based on past market behavior within specific time intervals.
How to use the seasonal indicator:
1. **Study seasonal changes:** Use the indicator to analyze how the market changes throughout the year. Pay attention to changes in volatility, trading volumes, and price directions depending on the season.
2. **Optimize trading strategy:** Use the data obtained to optimize your trading strategy. Consider entering or exiting positions within specific time intervals to account for seasonal factors.
3. **Predict cyclicality:** Analyze past market behavior using the seasonal indicator to identify cyclicality and recurring patterns. This will help you make more informed decisions based on expected price movements in the future.
Ultimately, using the seasonal indicator allows traders to better understand the market, adapt their strategies, and make more informed decisions based on seasonal and cyclical changes.
All elements on the chart of a particular color will be attributed to the corresponding season. For example, trend lines or levels marked in blue will be associated with winter.
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Winter
Explanation of price movement during the winter season:
1. Number 1 and the blue line denote the maximum price of Bitcoin. Note that they always form at the peaks, which is consistent.
2. Number 2 and the blue line represent the minimum price specifically during the winter period. This is indeed the minimum price and the bottom point in the cycle.
3. Number 3 and the blue line indicate a local maximum after the breakthrough, after which the price starts to rise towards line number 1, which acts as global resistance.
4. Number 4 denotes the last winter cycle before the breakthrough of the global maximum. It should be noted that in 2017, the resistance was not broken immediately - first in spring, and then at the beginning of 2018, the maximum was set, and the asset growth occurred in winter.
Additionally, it's worth noting that numbers 1 form the maximum, numbers 2 form the minimum, and since the trend is descending, I have marked its line in blue.
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Summer
Now let's consider the price behavior chart for the summer. To make the situation clearer, I've left a descending trend in blue on the graph. I reiterate that the elements shown in green on the graph pertain specifically to the summer period.
1. Number 1 on the graph denotes the first summer period! The price during this period remains within a narrow range 90% of the time; however, it's worth noting that impulsive movements can occur at the beginning, middle, or end. Thus, 90% of the time the price is in a low volatility zone, while the remaining percentage is in a high volatility zone.
2. Number 2 on the graph represents the second summer period, where a pattern is observed: the price tends to rise at the beginning of the summer period and fall towards the end. Therefore, I've marked this time with an arc, and there's a pattern to it. It's worth noting that during the period of the descending trend from 2014 to 2016, the situation after the downward trend differs from the situation in 2018 and 2023, when changes in the arrangement of this situation occur after the breakout of the descending trend based on wave analysis and the price of the asset itself.
3. Number 3 represents the third summer period! During this period, the price movement direction is upward and then downward, forming a correction in the upward trend. It should be noted that in this movement, all lows gradually rise, while highs renew all previous local highs of the asset price. This period exhibits increased volatility and impulsive movements, with the asset price mostly staying within a range of minimal volatility, with volatility not exceeding 1-2% on some stretches.
4. Under number 4, the fourth summer period is indicated, which has an overall upward direction. In this period, the movement is aggressively upward. Starting from the first month until the middle of summer, the price moves downward, forming a correction in the upward trend. Then, during the next month, the price moves aggressively upward, renewing price highs. Volatility in this period is anomalously high, resembling a hot July summer.
Additionally, based on the price movement in the summer period, we can assume that fractals are evident here, which we can use to our advantage for profit.
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Shark Trading - We urge all traders to delve deeper into this indicator and incorporate it into their trading practices. It can become an invaluable aid in market analysis and help traders reach new heights in their trading endeavors.
Heat Map SeasonsHeat Map Seasons indicator
Indicator offers traders a unique perspective on market dynamics by visualizing seasonal trends and deviations from typical price behavior. By blending regression analysis with a color-coded heat map, this indicator highlights periods of heightened volatility and helps identify potential shifts in market sentiment.
Summer:
In the context of the indicator, "summer" represents a period of heightened volatility and upward price momentum in the market. This is analogous to the warmer months of the year when activities are typically more vibrant and energetic. During the "summer" phase indicated by the indicator, traders may observe strong bullish trends, increased trading volumes, and larger price movements. It suggests a favorable environment for bullish strategies, such as trend following or momentum trading. However, traders should exercise caution as heightened volatility can also lead to increased risk and potential drawdowns.
Winter:
Conversely, "winter" signifies a period of decreased volatility and potentially sideways or bearish price action in the market. Similar to the colder months of the year when activities tend to slow down, the "winter" phase in the indicator suggests a quieter market environment with subdued price movements and lower trading volumes. During this phase, traders may encounter choppy price action, consolidation patterns, or even downtrends. It indicates a challenging environment for trend-following strategies and may require a more cautious approach, such as range-bound or mean-reversion trading strategies.
In summary, the "summer" and "winter" phases in the "Heat Map Seasons" indicator provide traders with valuable insights into the prevailing market sentiment and can help inform their trading decisions based on the observed levels of volatility and price momentum.
How to Use:
Watch for price bars that deviate significantly from the regression line , as these may signal potential trading opportunities.
Use the seasonal gauge to gauge the current market sentiment and adjust trading strategies accordingly.
Experiment with different settings for Length and Heat Sensitivity to customize the indicator to your trading style and preferences.
The "Heat Map Seasons" indicator can potentially identify overheated market tops and bottoms on a weekly timeframe by detecting significant deviations from the regression line and observing extreme color gradients in the heat map. Here's how it can be used for this purpose:
Observing Extreme Color Gradients:
When the market is overheated and reaches a potential top, you may observe extremely warm colors (e.g., deep red) in the heat map section of the indicator.
Traders can interpret this as a warning sign of a potential market top, indicating that bullish momentum may be reaching unsustainable levels.
Conversely, when prices deviate too far below the regression line, it may indicate oversold conditions and a potential bottom.
Potential Tops and Bottoms:
User Inputs:
Length: Determines the length of the regression analysis period.
Heat Sensitivity: Controls the sensitivity of the heat map to deviations from the regression line.
Show Regression Line: Option to display or hide the regression line on the chart
Note: This indicator is best used in conjunction with other technical analysis tools and should not be relied upon as the sole basis for trading decisions.
Relative Volume (RV)Relative Volume take the volume at a given time of day and compares it to the average volume at that time of day. You can either use the current volume or the cumulative volume in this analysis. You have the option to either see the average and the current volume or a comparative view where you see the percent difference between now and the average.
My implementation of relative volume uses a key-value pair to simplify the process of getting the average volume for the time of day. This reduces the lines of code needed and makes it easier to understand. I have added the normal features you would find in a relative volume indicator with the addition of an average above/below average section for comparing the significance of above/below average moves are. I hope this script is not only useful but educational.
Enjoy
Hurst Future Lines of Demarcation StrategyJ. M. Hurst introduced a concept in technical analysis known as the Future Line of Demarcation (FLD), which serves as a forward-looking tool by incorporating a simple yet profound line into future projections on a financial chart. Specifically, the FLD is constructed by offsetting the price half a cycle ahead into the future on the time axis, relative to the Hurst Cycle of interest. For instance, in the context of a 40 Day Cycle, the FLD would be represented by shifting the current price data 20 days forward on the chart, offering an idea of future price movement anticipations.
The utility of FLDs extends into three critical areas of insight, which form the backbone of the FLD Trading Strategy:
A price crossing the FLD signifies the confirmation of either a peak or trough formation, indicating pivotal moments in price action.
Such crossings also help determine precise price targets for the upcoming peak or trough, aligned with the cycle of examination.
Additionally, the occurrence of a peak in the FLD itself signals a probable zone where the price might experience a trough, helping to anticipate of future price movements.
These insights by Hurst in his "Cycles Trading Course" during the 1970s, are instrumental for traders aiming to determine entry and exit points, and to forecast potential price movements within the market.
To use the FLD Trading Strategy, for example when focusing on the 40 Day Cycle, a trader should primarily concentrate on the interplay between three Hurst Cycles:
The 20 Day FLD (Signal) - Half the length of the Trade Cycle
The 40 Day FLD (Trade) - The Cycle you want to trade
The 80 Day FLD (Trend) - Twice the length of the Trade Cycle
Traders can gauge trend or consolidation by watching for two critical patterns:
Cascading patterns, characterized by several FLDs running parallel with a consistent separation, typically emerge during pronounced market trends, indicating strong directional momentum.
Consolidation patterns, on the other hand, occur when multiple FLDs intersect and navigate within the same price bandwidth, often reversing direction to traverse this range multiple times. This tangled scenario results in the formation of Pause Zones, areas where price momentum is likely to temporarily stall or where the emergence of a significant trend might be delayed.
This simple FLD indicator provides 3 FLDs with optional source input and smoothing, A-through-H FLD interaction background, adjustable “Close the Trade” triggers, and a simple strategy for backtesting it all.
The A-through-H FLD interactions are a framework designed to classify the different types of price movements as they intersect with or diverge from the Future Line of Demarcation (FLD). Each interaction (designated A through H by color) represents a specific phase or characteristic within the cycle, and understanding these can help traders anticipate future price movements and make informed decisions.
The adjustable “Close the Trade” triggers are for setting the crossover/under that determines the trade exits. The options include: Price, Signal FLD, Trade FLD, or Trend FLD. For example, a trader may want to exit trades only when price finally crosses the Trade FLD line.
Shoutouts & Credits for all the raw code, helpful information, ideas & collaboration, conversations together, introductions, indicator feedback, and genuine/selfless help:
🏆 @TerryPascoe
🏅 @Hpotter
👏 @parisboy
EMA 9/13/18/25 + Bollinger BandThe indicator combines two components: Exponential Moving Averages (EMAs) and Bollinger Bands.
Exponential Moving Averages (EMAs): The indicator calculates four EMAs with different periods: 9, 13, 18, and 25. An Exponential Moving Average is a type of moving average that places a greater weight and significance on the most recent data points. As the name suggests, it's an average of the asset's price over a certain period, with recent prices given more weight in the calculation, making it more responsive to recent price changes.
Bollinger Bands: Bollinger Bands consist of a simple moving average (the basis) and two standard deviations plotted away from it. The standard deviations are multiplied by a factor (usually 2) to determine the distance from the basis. These bands dynamically adjust themselves based on recent price movements. The upper band represents the highest price level reached in the given period, while the lower band represents the lowest price level.
Combining these components provides traders with insights into both trend direction and volatility. The EMAs help identify trends by smoothing out price data, while the Bollinger Bands offer insights into volatility and potential price reversal points. Traders often use the crossovers of EMAs and interactions with Bollinger Bands to make trading decisions. For example, when the price touches the upper Bollinger Band, it may indicate overbought conditions, while touching the lower band may suggest oversold conditions. Additionally, crossovers of EMAs (such as the shorter-term EMA crossing above or below the longer-term EMA) may signal changes in trend direction.
True Market Mean BandsIntroducing the "True Market Mean Bands" (TMMB) , a technical analysis tool designed for Bitcoin. TMMB provides a model of market valuation by integrating the concept of Vaulted Realized Price with dynamic volatility bands, offering traders insights into potential market movements.
Core Concept and Utility:
The TMMB centers around the Vaulted Realized Price, an advanced metric that refines the realized price by accounting for Bitcoin that is "vaulted" - or held out of active circulation. This metric offers a deeper understanding of market valuation by considering not just the last transaction prices but also the long-term holding behaviors of investors.
Innovative Bands:
Building on this core concept, the TMMB introduces multiple bands that reflect market volatility and supply dynamics. These bands are derived using a combination of statistical analysis and customizable multipliers, allowing for adaptation to varying market conditions. The bands include:
Standard Deviation Bands: Adjusted for market volatility, providing a dynamic measure of overbought and oversold conditions.
Vaulted Realized Price Multiplier Bands: These bands use multipliers inspired by the price distribution around the mean, aligning with key psychological and mathematical levels in the market.
Technical Insight:
At the heart of TMMB lies a robust calculation framework that leverages:
Security Function: To fetch relevant market data, ensuring real-time accuracy and relevance.
Customizable Multipliers: Allowing users to adjust the sensitivity of the bands according to their trading strategies.
Statistical Analysis: Utilizing standard deviation and mean calculations to dynamically adapt the bands to market conditions.
Originality and Usefulness:
The TMMB stands out by offering a unique perspective on Bitcoin's market valuation, taking into account long-term holding patterns which are often overlooked in traditional indicators. This approach not only enriches market analysis but also provides traders with actionable insights, potentially enhancing trading strategies.
Application and Value:
TMMB is especially useful for traders and analysts looking for a deeper understanding of market dynamics, beyond surface-level price movements. It offers a valuable tool for identifying potential entry and exit points, assessing market sentiment, and making informed trading decisions.
Sequencer [LuxAlgo]The Sequencer indicator is a tool that is able to highlight sequences of prices based on their relative position to past prices, which allows a high degree of customization from the user.
Two phases are included in this script, a "Preparation" phase and a "Lead-Up" phase, each with a customizable amount of steps, as well as other characteristics.
Users can also highlight the last step leading to each phase completion with a level, this level can eventually be used as a key price point.
🔶 USAGE
The script highlights two phases, each being based on a sequence of events requiring prices to be higher/lower than prices various bars ago.
The completion of the preparation phase will lead to the evaluation of the lead-up phase, however, it isn't uncommon to see a reversal occurring after the completion of a preparation phase. In the script, bullish preparations are highlighted in green, while bearish preparations are highlighted in red.
Completion of a "Lead-Up" phase is indicative of a potential reversal, with a bullish reversal for the completion of a bullish lead-up (in blue), and a bearish reversal for the completion of a bearish lead-up (in orange).
Using a higher length for the preparation/lead-up phases can allow the detection of longer-term reversals.
Users wishing to display levels based on specific phases completion can do so from the settings in the "Preparation/Lead-Up Completion Levels" settings group.
The "Show Last" settings determine the amount of respective levels to display on the chart.
🔶 PREPARATION PHASE
The "Preparation" phase precedes the "Lead-Up" phase. The completion of this phase requires N successive prices to be lower than the closing price P bars ago for a bullish phase, and for prices to be higher than the closing price P bars ago for a bearish phase, where N is the user set "Preparation Phase Length" and P the user set "Comparison Period".
🔹 Refined Preparations
Sequences of the preparation phase can either be "Standard" or "Refined". Unlike the standard preparation previously described a refined preparation requires the low prices from the user-specified steps in "Refined Preparation Steps" to be above the low price of the last step for a bullish preparation phase, and for the high prices specified in the refined preparation steps to be below the high price of the last step for a bearish preparation phase.
🔶 LEAD-UP PHASE
The "Lead-Up" phase is initiated by the completion of the "Preparation" phase.
Completion of this phase requires the price to be lower than the low price P bars ago N times for a bullish phase, and for prices to be higher than the high price P bars ago N times for a bearish phase, where N is the user set "Lead-Up Phase Length" and P the user set "Comparison Period".
Unlike with the "Preparation" phase these conditions don't need to be successive for them to be valid and can occur at any time.
🔹 Lead-Up Cancellation
Incomplete "Lead-Up" phases can be canceled and removed from the chart once a preparation of the opposite sentiment is completed, avoiding lead-ups to be evaluated after completion of complete preparations.
This can be disabled by toggling off "Apply Cancellation".
🔹 Lead-Up Suspension
Like with refined preparations, we can require specific steps from the lead-up phase to be higher/lower than the price on the last step. This can be particularly important since we do not require lead-up steps to be successive.
For a bullish lead-up, the low of the last step must be lower than the minimum closing prices of the user-specified steps for it to be valid, while for a bearish lead-up, the high of the last step must be higher than the maximum closing prices of the user-specified steps for it to be valid.
This effectively allows for eliminating lead-up phases getting completed on opposite trends.
🔶 SETTINGS
🔹 Preparation Phase
Preparation Phase Length: Length of the "Preparation" phase.
Comparison Period: Offset used to compare current prices to past ones.
Preparation Type: Type of preparation to evaluate, options include "Standard" or "Refined"
Refined Preparations Steps: Steps to evaluate when preparation type is "Refined"
🔹 Lead-Up Phase
Lead-Up Phase Length: Length of the "Lead-Up" phase.
Comparison Period: Offset used to compare current prices to past ones.
Suspension: Applies suspension rule to evaluate lead-up completion.
Suspension Steps: Specifies the steps evaluated to determine if the lead-up referral is respected. Multiple steps are supported and should be comma-separated.
Apply Cancellation: Cancellation will remove any incomplete lead-up upon the completion of a new preparation phase of the opposite sentiment.
🔹 Levels
Bullish Preparations Levels: When enabled display price levels from completed bullish preparations.
Show Last: Number of most recent bullish preparations levels to display.
Bearish Preparations Levels: When enabled display price levels from completed bearish preparations.
Show Last: Number of most recent bearish preparations levels to display.
itradesize /\ Time Cycles x Zeussy supplementaryThis is a supplementary script to my previous itradesize /\ Time Cycles x Zeussy script. It should be displayed in a new pane.
This script will display the 30 and 90 AMD Time Cycles, along with the Asia, London, and New York AM & PM sessions in a new pane, based on the times taught by Zeussy.
You have the option to customize which cycles you would like to display, as well as the arrangement of the cycles based on the location of the pane (above or below the current chart).
The script can also be used for backtesting; just uncheck the 'Draw Today's Only' option.
Session timings are as follows:
Asia: 20:00 - 00:00
London: 02:30 - 07:00
NY AM: 07:00 - 11:30
NY PM: 11:30 - 16:00
London Cycles:
- 02:30 - 04:00
- 04:00 - 05:30
- 05:30 - 07:00
AM Cycles:
- 07:00 - 08:30
- 08:30 - 10:00
- 10:00 - 11:30
PM Cycles:
- 11:30 - 13:00
- 13:00 - 14:30
- 14:30 - 16:00
Fibonacci Entry SignalsЭтот индикатор "Fibonacci Entry Signals" помогает определить точки входа в покупку и продажу на основе уровней Фибоначчи и скользящей средней.
Ключевые особенности:
Уровни Фибоначчи: Индикатор рисует на графике несколько уровней Фибоначчи, таких как 38.2%, 50% и 61.8%. Эти уровни определяются на основе крайних точек цены за последние 100 баров. Уровень 0% соответствует самой низкой точке, а уровень 100% - самой высокой.
Точки входа: При наступлении условий входа в покупку или продажу, индикатор отмечает на графике точки входа в виде треугольников вверх или вниз соответственно. Условия входа в покупку определяются, когда цена пересекает уровень Фибоначчи 38.2% вверх и находится выше скользящей средней за последние 50 баров. Условия входа в продажу аналогичны, но цена пересекает уровень Фибоначчи 61.8% вниз.
Этот индикатор может быть полезен для трейдеров, которые используют уровни Фибоначчи в своей торговой стратегии и ищут точки входа в рынок. Однако, перед использованием на реальном счете, рекомендуется провести тщательное тестирование и адаптацию к своим индивидуальным потребностям и стратегии торговли.
Давайте рассмотрим, как пользоваться индикатором "Fibonacci Entry Signals":
Установка на график: Для начала необходимо добавить индикатор на график вашего торгового актива. Вы можете сделать это, выбрав его из списка индикаторов в торговой платформе.
Интерпретация уровней Фибоначчи: Индикатор отображает на графике несколько уровней Фибоначчи, таких как 38.2%, 50% и 61.8%. Понимание этих уровней поможет вам определить возможные точки входа в рынок. Обычно, уровень 38.2% используется как уровень поддержки, а уровень 61.8% - как уровень сопротивления.
Точки входа в покупку и продажу: Индикатор помогает определить моменты, когда можно войти в покупку или продажу. При наступлении условий входа в покупку, индикатор отмечает на графике точку входа в виде зеленого треугольника вверх. При наступлении условий входа в продажу, индикатор отмечает точку входа на графике в виде красного треугольника вниз.
Управление позициями: После получения сигнала от индикатора, решение о входе в позицию остается за вами. Важно помнить, что индикатор является только инструментом, который помогает в принятии решений, и его сигналы всегда следует подтверждать другими аспектами вашей торговой стратегии, такими как подтверждение другими индикаторами или анализ фундаментальных данных.
Тестирование и адаптация: Прежде чем использовать индикатор на реальном счете, рекомендуется провести тщательное тестирование на исторических данных и адаптировать его к своим индивидуальным торговым потребностям и стратегии.
Индикатор "Fibonacci Entry Signals" может быть полезным инструментом для трейдеров, которые используют уровни Фибоначчи в своей торговой стратегии и ищут точки входа в рынок.
his "Fibonacci Entry Signals" indicator helps identify entry points for buying and selling based on Fibonacci levels and moving averages.
Key features:
Fibonacci Levels: The indicator draws several Fibonacci levels on the chart, such as 38.2%, 50%, and 61.8%. These levels are determined based on the extreme price points over the last 100 bars. The 0% level corresponds to the lowest point, and the 100% level corresponds to the highest point.
Entry Points: When conditions for buying or selling occur, the indicator marks entry points on the chart as upward or downward triangles, respectively. Entry conditions for buying are determined when the price crosses above the 38.2% Fibonacci level and remains above the 50-bar moving average. Entry conditions for selling are similar, but the price crosses below the 61.8% Fibonacci level.
This indicator can be useful for traders who use Fibonacci levels in their trading strategy and look for entry points in the market. However, before using it on a real account, it is recommended to conduct thorough testing and adaptation to your individual trading needs and strategy.
Let's look at how to use the "Fibonacci Entry Signals" indicator:
Installation on the Chart: First, you need to add the indicator to the chart of your trading asset. You can do this by selecting it from the list of indicators in the trading platform.
Interpreting Fibonacci Levels: The indicator displays several Fibonacci levels on the chart, such as 38.2%, 50%, and 61.8%. Understanding these levels will help you identify potential entry points in the market. Usually, the 38.2% level is used as support, and the 61.8% level is used as resistance.
Entry Points for Buying and Selling: The indicator helps identify moments when you can enter buying or selling positions. When conditions for buying occur, the indicator marks the entry point on the chart as a green upward triangle. When conditions for selling occur, the indicator marks the entry point on the chart as a red downward triangle.
Position Management: After receiving a signal from the indicator, the decision to enter a position is up to you. It's important to remember that the indicator is just a tool to help you make decisions, and its signals should always be confirmed by other aspects of your trading strategy, such as confirmation from other indicators or fundamental analysis.
Testing and Adaptation: Before using the indicator on a real account, it's recommended to conduct thorough testing on historical data and adapt it to your individual trading needs and strategy.
The "Fibonacci Entry Signals" indicator can be a useful tool for traders who use Fibonacci levels in their trading strategy and look for entry points in the market.
Session LiquidityDescribes if markets are liquid enough for institutions to manipulate. Its often difficult to determine if markets will trend or chop, but by looking at how much volume we have at the open, we can determine of the session will be choppy or trendy, and take trades based on that.
Settings predefined for 1m timeframe on SPY. May work with other tickers, but I have not tested it out yet.
Designed for stocks(as of now, may update later)
Dynamic Candle Balance Indicator (Binary)
Dynamic Candle Balance Indicator
The Dynamic Candle Balance Indicator is a powerful tool designed to identify imbalances in candle colors on a chart, which can indicate potential reversals or changes in market direction. This indicator is specifically developed for traders operating on short timeframes, such as 1-minute candles, and is particularly useful for identifying opportunities in binary options.
How to Use:
Set Parameters
Initial Position: Specify the number of initial candles to be considered for calculation.
Count: Determine the total number of candles to be analyzed, including the initial position.
Interpret Results:
Green: Indicates the number of bullish candles (where the closing price is higher than the opening price).
Red: Indicates the number of bearish candles (where the closing price is lower than the opening price).
Absent: Indicates the number of candles that were not considered due to the selected interval.
Performance Analysis:
The indicator calculates the percentage of green and red candles relative to the total number of analyzed candles, providing insights into market balance or imbalance.
Identify Trading Opportunities:
Significant imbalances between candle colors can indicate potential reversals or changes in market direction.
Traders can use this information to make informed decisions about their trading strategies, such as identifying entry or exit points.
Example:
In the last 40 candles, there were 13 green candles and 27 red candles, indicating a higher likelihood of the next candle being green.
Usage Tips:
The indicator is most effective when used on a 1-minute timeframe for binary options trading, especially during periods of high imbalance.
Adjust the parameters according to your trading strategy and the timeframe being analyzed.
Combine the Dynamic Candle Balance Indicator with other technical analysis tools to confirm trading signals.
Legal Disclaimer:
This indicator is provided for educational and informational purposes only. It represents a theory and should be used as part of a comprehensive trading strategy. Past performance is not indicative of future results. Traders should always conduct their own analysis before making trading decisions.
Try out the Dynamic Candle Balance Indicator and leverage its functionalities to identify trading opportunities on short-term charts, especially in 1-minute timeframes for binary options trading during periods of high imbalance. Remember to test the indicator on a practice account before using it on a real account.
Adaptive Schaff Trend Cycle (STC) [AlgoAlpha]Introducing the Adaptive Schaff Trend Cycle by AlgoAlpha: Elevate Your Trading Strategies 🚀
Discover precision and adaptability with the Adaptive Schaff Trend Cycle 🎯, meticulously crafted for traders seeking an edge in the markets. This advanced tool integrates sophisticated algorithms to offer clear insights and real-time analytics 📈.
Key Features:
⚙️Adaptive Signal Processing: Utilizes evolving calculations to adjust to market changes, offering highly responsive signals.
🔍Enhanced MACD Analysis: Innovates on the traditional MACD, providing new insights into market dynamics through an adaptive lens.
🎨Customizable Visual Experience: Features customizable up and down colors for tailored chart analysis.
🔔Real-Time Alerts: Stay informed with instant alerts on indicator changes.
Quick Guide to Using the Adaptive STC Indicator
1. 🔧 Adding the Indicator: Search for "Adaptive Schaff Trend Cycle (STC) " within TradingView's Indicators & Strategies and apply it to your chart. Customize the settings according to your trading style for optimum results.
2.👀 Market Analysis: Monitor the STC and Histogram values closely. The indicator's color gradients provide a visual representation of momentum shifts, helping you to identify trends more clearly.
3. 🚨 Set Alerts: Enable alerts for specific conditions like significant moves up or down, or when the histogram crosses zero. This feature ensures you never miss a potential trading opportunity.
How It Works:
The Adaptive Schaff Trend Cycle by AlgoAlpha introduces a dynamic approach to market analysis, refining traditional indicators through adaptive logic to align with fluctuating market conditions. Here's a concise overview of its operation:
🔄 Adaptive MACD Adjustment: The foundation of the indicator is an enhanced MACD calculation, which dynamically adjusts its parameters based on real-time market trends and momentum. This algorithmic adjustment aims to ensure the MACD's responsiveness to market changes, adapting its sensitivity to offer timely insights .
🌟 Integration of Schaff Trend Cycle (STC): After adjusting the MACD, the indicator calculates STC values to provide a smoothed representation of market trends. By normalizing and smoothing the MACD values on a scale from 0 to 100, the STC method helps in identifying market phases with a clear visualization. The smoothing process is designed to mitigate noise and focus on significant market movements .
📊 Visualization and Alerts: To aid in the interpretation of these insights, the Adaptive Schaff Trend Cycle employs color gradients and customizable visual settings to indicate momentum shifts. These visual cues, combined with alert functionalities, are structured to assist traders in monitoring market developments, enabling them to make informed decisions based on the presented data .
🛠️The Adaptive Schaff Trend Cycle thus merges adaptive MACD adjustments with STC methodology, supported by visual and alert features, to create a tool aimed at enhancing market analysis. By focusing on adaptability and current market conditions, it provides a nuanced view of market trends, intended to support traders in their decision-making processes without promising predictive accuracy or reliability .
Trade-o-Scope: Highlight IntervalsTrade-o-Scope team presents the Highlight intervals indicator.
Highlight intervals is a simple yet powerful indicator that helps highlight adjustable time intervals on the chart.
Overview and functionality:
You can define time intervals at three different levels: Month, Day of the Week, and Day of the Month. The indicator will then highlight intervals at the intersection of these levels.
By default, the indicator will use the exchange timezone, but you can easily switch to any timezone that suits you best.
You can activate an info-panel about the type of asset displayed on the chart and the timezone used by the exchange.
You can select your preferred color for highlighting intervals.
With Highlight intervals, you're equipped to visualize and focus on the intervals that matter most to you while seeking alpha!
How it works:
You define which bars will be highlighted by configuring the indicator settings. These settings revolve around the time intervals and may combine:
Months: Jan, Feb, Mar, Apr, May, Jun, Jul, Aug, Sep, Oct, Nov, Dec
Days of Month: 1 - 31
Days of Week: Mon, Tue, Wed, Thu, Fri, Sat, Sun
Example:
In the attached chart you can see an example where the time intervals are highlighted according to such a configuration:
Months: Feb, Mar
Days of Month: 1 - 15
Days of Week: Mon - Fri
Buffett IndicatorThis is an open-source version of the Buffett indicator. The old version was code-protected and broken, so I created another version.
It's computed simply as the entire SPX 500 capitalization divided by the US GDP. Since TradingView does not have data for the SPX 500 capitalization, I used quarterly values of SPX devisors as a proxy.
I tried to create another version of the Buffett indicator for other countries/indexes, but I can't find the data. If you can help me find data for index divisors, I can add more choices to this indicator.
It's interesting to see how this indicator's behavior has changed in the last few years. Levels that looked crazy are not so crazy anymore.
Disclaimer
Please remember that past performance may not be indicative of future results.
Due to various factors, including changing market conditions, the strategy may no longer perform as well as in historical backtesting.
This post and the script don’t provide any financial advice.
itradesize /\ Time Cycles x ZeussyI created this script based on Zeussy's & TOTK time cycle tweets.
The base 90-minute cycle starts at 2:30 AM NY time. For the best outcome, trade only during the New York AM & PM cycles. If you are a London trader, use mainly the Asian high and low instead of those 90-minute cycles as the algorithm mostly refers to them instead of the 90M cycles high or low.
In the current time cycle, we use the high and low of the previous cycle(s) to determine order flow.
During the current time cycle, IPDA refers to the previous cycle(s) as high or low. How the price reacts to these price levels is crucial for measuring order flow.
Every turning point in the market is timed and predetermined beforehand. The importance of timing can be seen by glancing at the history of the charts.
To measure order flow, we look for the following signs of reversal or continuation:
- If the price was bullish but does not find support at the previous cycle's high after breaking above it, it is the first warning sign that the order flow is potentially changing.
- If the price was bearish but does not find resistance at the previous cycle's low after breaking below it, it is the first warning sign that the order flow is potentially changing.
- If the price is bullish, then it should find support at the previous cycle's high after breaking above it.
- If the price is bearish, then it should find support at the previous cycle's low after breaking below it.
Each cycle has its Accumulation , Manipulation , and Distribution (AMD) characteristics within the larger sessions.
Even smaller cycles have these characteristics too. You can divide them further or add them up to get a more complex picture.
The indicator primarily shows the 90-minute cycles, but you can also view the multiples of 90-minute cycles to get a higher 270-minute picture. You can even divide them further into 30-minute cycles. (These 30-minute cycles can also be divided into 10-minute cycles.)
The AM sessions are from:
- 07:00 - 8:30
- 8:30 - 10:00
- 10:00 - 11:30
The PM sessions are from:
- 11:30 - 13:00
- 13:00 - 14:30
- 14:30 - 16:00
Regarding the features of the indicator, you can show the cycles as dividers or use boxes to highlight them.
The indicator also comes with a pivot high & low for the 90-minute cycles, which means the script automatically lengthens the high or low of the former 90-minute cycle until it's taken. If it has not been taken until the 90-minute cycle ends, it stops drawing.
Temporal Value Tracker: Inception-to-Present Inflation Lens!What we're looking at here is a chart that does more than just display the price of gold. It offers us a time-traveling perspective on value. The blue line, that's our nominal price—it's the straightforward market price of gold over time. But it's the red line that takes us on a deeper journey. This line adjusts the nominal price for inflation, showing us the real purchasing power of gold.
Now, when we talk about 'real value,' we're not just philosophizing. We're anchoring our prices to a point in time when the journey began—let's say when gold trading started on the markets, or any inception point we choose. By 'shadowing' certain years—say, from the 1970s when the gold standard was abandoned—we can adjust this chart to reflect what the inflation-adjusted price means since that key moment in history.
By doing so, we're effectively isolating our view to start from that pivotal year, giving us insight into how gold, or indeed any asset, has held up against the backdrop of economic changes, policy shifts, and the inevitable rise in the cost of living. If you're analyzing a stock index like the S&P 500, you might begin your inflation-adjusted view from the index's inception date, which allows you to measure the true growth of the market basket from the moment it started.
This adjustment isn't just academic. It influences how we perceive value and growth. Consider a period where the nominal price skyrockets. We might toast to our brilliance in investment! But if the inflation-adjusted line lags, what we're seeing is nominal growth without real gains. On the other hand, if our red line outpaces the blue even during stagnant market periods, we're witnessing real growth—our asset is outperforming the eroding effects of inflation.
Every asset class can be evaluated this way. Stocks, bonds, real estate—they all have their historical narratives, and inflation adjustment tells us if these stories are tales of genuine growth or illusions masked by inflation.
So, as informed traders and investors, we need to keep our eyes on this inflation-adjusted line. It's our measure against the silent thief that is inflation. It ensures we're not just keeping up with the Joneses of the market, but actually outpacing them, building real wealth over time
Daily Close GAP Detector [Yosiet]User Manual for "Daily Close GAP Detector "
Overview
This script is designed to help traders identify and react to significant gaps in daily market prices. It plots daily open and close prices and highlights significant gaps with a cross. The script is particularly useful for identifying potential breakouts or reversals based on these gaps.
Configuration
GAP Close Threshold: This input allows you to set a threshold for the gap size that you consider significant. The default value is 0.001.
Timeframe Seeker: This input lets you choose the timeframe for the gap detection. The default is 'D' for daily.
Features
Daily Open and Close Lines: The script plots daily open and close prices. If the close price is lower than the open price, the line is colored red; otherwise, it's green.
Gap Detection: It calculates the difference between the current day's close and the previous day's close, both adjusted for the selected timeframe. If this difference exceeds the threshold, it's considered a significant gap.
Significant Gap Indicator: A cross is plotted on the chart to indicate significant gaps. The color of the cross indicates whether the gap is a short or long gap: red for short gaps and green for long gaps.
Alert Conditions: The script sets up alert conditions for short and long gap breakouts. You can customize the alert messages to include details like the ticker symbol, interval, price, and exchange.
How to Use
Add the Script to Your Chart: Copy the script into the Pine Script editor on TradingView and add it to your chart.
Configure Inputs: Adjust the "GAP Close Threshold" and "Timeframe Seeker" inputs as needed.
Review the Chart: The script will overlay daily open and close prices on your chart, along with crosses indicating significant gaps.
Set Alerts: Use the script's alert conditions to set up alerts for short and long gap breakouts. You can customize the alert messages to suit your trading strategy.
Extending the Code
To extend this script, you can modify the gap detection logic, add more indicators, or integrate it with other scripts for a more comprehensive trading strategy. Remember to test any changes thoroughly before using them in live trading.
Pi Cycle Indicator Low and High
The Pi Cycle Indicator is a technical analysis tool used in finance, particularly within cryptocurrency markets, to identify potential market tops or bottoms. It is based on two moving averages: the 111-day moving average and the 350-day moving average of Bitcoin's price. The indicator suggests that when these two moving averages converge or cross each other, it may signal significant market turning points. The name "Pi Cycle" comes from the mathematical relationship between these two moving averages, roughly equivalent to the mathematical constant Pi (3.14). Traders and analysts use this indicator to gauge potential trend reversals and make informed decisions regarding their trading strategies. However, like any technical analysis tool, it should be used in conjunction with other indicators and fundamental analysis for a comprehensive understanding of market conditions.