Recursive Zigzag [Trendoscope]Here is an another outcome of Object Oriented Zigzag and Pattern Ecosystem of Libraries.
We already have another implementation of recursive zigzag which makes use of earlier library rzigzag . Here in this example, we make use of similar logic but leverage the new type and method based Zigzag system libraries to derive the indicator.
🎲 Design Overview
Similar to Recursive Auto Pitchfork, here too the indicator code is around 50 lines. Whereas most of the heavy lifting is done by the libraries.
🎲 Base Libraries
Base libraries are those which does not have any dependency. They form basic structures which are later used in other libraries. These libraries need to be crafted carefully so that minimal updates are done later on. Any updates on these libraries will impact all the dependent libraries and scripts.
🎯 Drawing
DrawingTypes - Defines basic drawing types Point, Line, Label, Box, Linefill and related property types.
DrawingMethods - All the methods or functionality surrounding Basic types are defined here.
🎲 Layer 1 Libraries
These are the libraries which has direct dependency on base libraries.
🎯 Zigzag
ZigzagTypes - Types required for defining Zigzag and Divergence
ZigzagMethods - Methods associated with Zigzag Type definitions.
🎲Indicator
Indicator draws zigzags based on given length. And then recursively derives next level zigzags based on previous levels. As per the utility, indicator is useful in several ways
Visualising price structure based on zigzag pivots - which in turn can help visualise patterns.
Ability to add any oscillator makes it easy to spot divergences with choice of indicators.
Programmers can use the derived values to build complex algorithms such as automatic pattern recognition.
🎯 Settings
Settings are explained via tooltips. These are very much straight forward and directly related to zigzag, oscillators and divergence.
Divergenz
Universal Moving Average Convergence DivergenceI changed MACD formula to divergence of (MA26/MA12 - 1).
And its make it more useful.
Cuz:
1) comparability with all other coins with different prices.
2) fix small numbers in low price coines like shiba
3) making a good indicator like RSI to use it for optimization and ML/AI projects as a variable
Most important thing about this indicator is that its Universal
Now you can compare the UMACD of Shiba with Bitcoin without any problem in matamatics space.No need to use virtuality and its important in Optimization problems that we rediuse the problem from a picture to a number(A plot to a list of numbers)
If we don't care about exagrated pumps and dumps, we can say to it Normalized-MACD too. Cuz in normal situations its MAX ≈ 0.1 and MIN ≈ -0.1
RSI Overbought/Oversold + Divergence IndicatorDESCRIPTION:
This script combines the Relative Strength Index ( RSI ), Moving Average and Divergence indicator to make a better decision when to enter or exit a trade.
- The Moving Average line (MA) has been made hidden by default but enhanced with an RSIMA cloud.
- When the RSI is above the selected MA it turns into green and when the RSI is below the select MA it turns into red.
- When the RSI is moving into the Overbought or Oversold area, some highlighted areas will appear.
- When some divergences or hidden divergences are detected an extra indication will be highlighted.
- When the divergence appear in the Overbought or Oversold area the more weight it give to make a decision.
- The same color pallet has been used as the default candlestick colors so it looks familiar.
HOW TO USE:
The prerequisite is that we have some knowledge about the Elliot Wave Theory, the Fibonacci Retracement and the Fibonacci Extension tools.
Wave 1
(1) When we receive some buy signals we wait until we receive some extra indications.
(2) On the RSI Overbought/Oversold + Divergence Indicator we can see a Bullish Divergence and our RSI is changing from red to green ( RSI is higher then the MA).
(3) If we are getting here into the trade then we need to use a stop loss. We put our stop loss 1 a 2 pips just below the lowest wick. We also invest maximum 50% of the total amount we want to invest.
Wave 2
(4) Now we wait until we see a clear reversal and here we starting to use the Fibonacci Retracement tool. We draw a line from the lowest point of wave(1) till the highest point of wave (1). When we are retraced till the 0.618 fib also called the golden ratio we check again the RSI Overbought/Oversold + Divergence Indicator. When we see a reversal we do our second buy. We set again a stop loss just below the lowest wick (this is the yellow line on the chart). We also move the stop loss we have set in step (3) to this level.
Wave 3
(5) To identify how far the uptrend can go we need to use the Fibonacci Extension tool. We draw a line from the lowest point of wave(1) till the highest point of wave (1) and draw it back to the lowest point of wave (2). Wave (3) is most of the time the longest wave and can go till it has reached the 1.618 or 2.618 fib. On the 1.618 we can take some profit. If we don't want to sell we move our stop loss to the 1 fib line (yellow line on the chart).
(6) We wait until we see a clear reversal on the Overbought/Oversold + Divergence Indicator and sell 33% to 50% of our investment.
Wave 4
(7) Now we wait again until we see a clear reversal and here we starting to use the Fibonacci Retracement tool. We draw a line from the lowest point of wave(2) till the highest point of wave (3). When we are retraced till the 0.618 fib also called the golden ratio we check again the RSI Overbought/Oversold + Divergence Indicator. When we see a reversal we buy again. We set again a stop loss just below the lowest wick (this is the yellow line on the chart).
(8) If we bought at the first reversal ours stop los was triggered (9) and we got out of the trade.
(9) If we did not bought at step (7) because our candle did not hit the 0.618 fib or we got stopped out of the trade we buy again at the reversal.
Wave 5
(10) To identify how far the uptrend can go we need to use the Fibonacci Extension tool. We draw a line from the lowest point of wave(2) till the highest point of wave (3) and draw it back to the lowest point of wave (4). Most of the time wave 5 goes up till it has reached the 1 fib. And that is the point where we got out of the trade with all of our investment. In this trade we got out of the trade a bit earlier. We received the sell signals and got a reversal on the Overbought/Oversold + Divergence Indicator.
We are hoping you learned something so you can make better decisions when to get into or out of a trade.
If you have any question just drop it into the comments below.
FEATURES:
• You can show/hide the RSI .
• You can show/hide the MA.
• You can show/hide the lRSIMA cloud.
• You can show/hide the Stoch RSI cloud.
• You can show/hide and adjust the Overbought and Oversold zones.
• You can show/hide and adjust the Overbought Extended and Oversold Extended zones.
• You can show/hide the Overbought and Oversold highlighted zones.
• Etc...
HOW TO GET ACCESS TO THE SCRIPT:
• Favorite the script and add it to your chart.
REMARKS:
• This advice is NOT financial advice.
• We do not provide personal investment advice and we are not a qualified licensed investment advisor.
• All information found here, including any ideas, opinions, views, predictions, forecasts, commentaries, suggestions, or stock picks, expressed or implied herein, are for informational, entertainment or educational purposes only and should not be construed as personal investment advice.
• We will not and cannot be held liable for any actions you take as a result of anything you read here.
• We only provide this information to help you make a better decision.
• While the information provided is believed to be accurate, it may include errors or inaccuracies.
Good Luck and have fun,
The CryptoSignalScanner Team
TICK Divergence + Heikin Ashi [Pt]This indicator identifies divergence between NYSE TICK and price, displays TICK in line, bar, or Heikin Ashi format, calculates various types of moving average lines and shows moving average crossovers.
What is TICK
NYSE TICK, also known as the TICK index, is a technical analysis indicator that shows the number of stocks on the New York Stock Exchange (NYSE) that are trading on an uptick or a downtick in a particular period of time. The TICK index is calculated by subtracting the number of stocks trading on a downtick from the number of stocks trading on an uptick. A reading of +1000 on the TICK index, for example, would indicate that there are 1000 more stocks trading on an uptick than on a downtick. The TICK index is often used as a measure of market sentiment, as it can provide insight into whether there is more buying or selling pressure in the market at a given time. A high TICK index reading may suggest that there is strong buying pressure, while a low TICK index reading may indicate that there is more selling pressure in the market.
The TICK index is usually very volatile, so this indicator is best suited for lower timeframes, such as 1 to 5 min charts.
Features
1) Shows bullish, bearish, hidden bullish and hidden bearish divergences
2) Three display modes for TICK data: Line, Bar, Heikin-Ashi
3) Plot various moving average lines and crossovers. Overall background
4) Configurable significant zones. Background colors will change based on closing TICK value.
RSI Multi Length With Divergence Alert [Skiploss]This is a modified indicator base code from RSI Multi Length and we will add some of functions by finding a classic/hidden divergence and alert.
The indicator returns information over RSI using multiple periods and calculates the percentage of overbought and oversold by overbought divided by oversold.
To find the divergence and hidden divergence we use base code from platform (Divergence Indicator) but change the input from normal to the average (RSI Multi Length).
RSI Settings
Maximum Length is maximum period.
Minimum Length is minimum period.
Overbought Level is value of the overbought level .
Oversold Level is value of the oversold level.
Source is input source of the indicator.
Divergence Settings
Pivot Right is value look back to the right side.
Pivot Left is value look back to the left side.
Max Range is maximum range value.
Min Range is minimum range value.
Alert Settings
It will be part of display of Divergence and Hidden Divergence.
Style Settings
Color of overbought/oversold/Bullish/Bearish which you can change as you wish.
Multiple Divergences (UDTs - objects) - Educational█ OVERVIEW
This script highlights the usage of User-defined Types (UDTs) and objects , and bullish /bearish divergences.
Pivotpoints are used to find divergences, the result of this script will be different against other public multiple divergences scripts.
FOR Pine Script™ CODERS
Besides the information found in CONCEPTS , the comments in the script will, hopefully ), guide you through my thought process.
█ CONCEPTS
The main principle of this script are bullish /bearish divergences, this with 3 different oscillators ( RSI , CCI , MFI )
If you want to know more about divergences, have a look at some Education and Research idea's .
On every bar, an object HLs is made, containing bar_index , high , low , and 2 bool variables ( isPh , isPl ).
On every bar, an object Osc is made, containing bar_index , o (oscillator value), and 2 bool variables ( isPh , isPl ).
If a pivothigh (ph ) is found, isPh will be true on that bar, false otherwise.
If a pivotlow (pl) is found, isPl will be true on that bar, false otherwise.
These objects are added to an array, with limited size.
If a ph is found, the script draws a testline from that ph to every previous ph , found in the array.
Then every high in between these 2 points are checked if they don't pierce the testline .
If the testline isn't broken, the Reg_Div_Piv() function will give 4 values, 1 check (not pierced) variable and the 4 points of the line.
The testline is deleted.
Once a positive check is found, the script will perform the same, but now with the Osc objects.
The script will ONLY compare Osc pivots which are maximum 1 bar away from the high/low pivot .
If everything is confirmed, a line is drawn, visible on the chart.
█ REMARKS
A label will be visible with a number, this is the amount of divergences found with the according oscillator .
EXAMPLE
Div with RSI and CCI -> 2
Div with MFI alone -> 1
Div with RSI and CCI and MFI -> 3
...
Divergences should only be used when confirmed, this is after bar close .
As an aid, lines that are not confirmed will be dotted , if confirmed, they will be solid .
The divergence check start when a ph/pl is found, after which oscillator pivot are checked.
Optionally the same can be done, when a oscillator pivot is found and then check the ph/pl ,
this should give more results, although it can make the script slower.
█ SETTINGS
Left - amount of bars at the left which needs to be lower/higher
Right - amount of bars at the right which needs to be lower/higher
Max values - maximum values in array of objects
3 oscillator settings with
• ON/OFF
• Length
• color bullish divergence
• color bearish divergence
Have FUN !
New Highs-New-Lows on US Stock Market - Main Chart Edition#### ENGLISH ####
This script visualizes divergences between the price and new highs and new lows in the US stock market. The indicator should be used exclusively on the US stock indices (timeframe >= D).
This is the indicator for the main chart. It should be used together with the subchart indicator of the same name. In order to get the same results between the main and subchart editions, the indicator settings must be manually adjusted equally in both charts.
The approach:
Let's take a bull market as an example. A bull market is characterized by rising highs and rising lows. We can therefore assume that with the rising prices, the number of stocks that form new highs also rises or at least remains constant. This confirms the upward trend and thus expresses that it is supported by the broad stock market. If the market forms new highs and the number of stocks forming new highs decreases at the same moment, these new index highs are no longer supported by the broad stock market but exclusively by a few highly capitalized stocks. This creates a bearish divergence between the index and the NHNL indicator. This means that the uptrend tends to be overheated and a correction becomes more likely. Stops should be drawn closer.
The approach applies conversely, of course, to downtrends as well.
The indicator itself:
The number of new highs and lows (NHNL) are determined using the data sources included in Tradingview, such as "INDEX:HIGN" for NYSE highs. This data is provided on a daily basis. For higher time units (week, month) the daily numbers are shown summed up and not only the Friday value like most other NHNL indicators.
The signal strength is determined on the basis of two factors. The stronger the signal, the clearer (less transparent) the line/arrow. The two factors are on the one hand the strength of the divergence in and of itself, and on the other hand the strength of the overriding trend. The trend strength is determined using a 50 EMA on the NHNL indicator.
To avoid displaying every small divergence and to reduce false signals, the threshold for the signal strength can be set in the indicator settings.
#### GERMAN #####
Dieses script visualisiert Divergenzen zwischen dem Preis und neuer Hochs sowie neuer Tiefs im US Aktienmarkt. Der Indikator sollte ausschließlich auf den US Aktienindizes verwendet werden (Timeframe >= D).
Dies ist der Indikator für den Hauptchart. Er sollte zusammen mit dem gleichnamigen Subchart Indikator verwendet werden. Um gleiche Ergebnisse zwischen Haupt- und Subchart Edition zu erhalten, müssen die Indikatoreistellung manuell in beiden Charts gleichermaßen eigestellt werden.
Der Ansatz:
Nehmen wir uns als Beispiel einen Bullenmarkt. Ein Bullenmarkt zeichnet sich durch steigende Hochs und steigende Tiefs aus. Man kann also annehmen, dass mit den steigenden Preisen auch die Anzahl der Aktien die neuen Hochs ausbilden steigt oder zumindest konstant bleibt. Dies bestätigt den Aufwärtstrend und drückt somit aus, dass dieser vom breiten Aktienmarkt mitgetragen wird. Wenn der Markt neue Hochs bildet und die Anzahl der Aktien, die neue Hochs bilden im selben Moment sinkt, so werden diese neuen Indexhochs vom breiten Aktienmarkt nicht mehr getragen sonder ausschließlich von wenigen hochkapitalisierten Aktien. Es entsteht eine bärische Divergenz zwischen Index und dem NHNL Indikator. Das bedeutet, dass der Aufwärtstrend tendenziell überhitzt ist und ein Korrektur wahrscheinlicher wird. Die Stops sollten näher herangezogen werden.
Der Ansatz gilt umgekehrt natürlich auch bei Abwärtstrends.
Der Indikator an sich:
Die Anzahl der neuen Hochs und Tiefs (NHNL) werden anhand der in Tradingview enthaltenen Datenquellen wie z.B. "INDEX:HIGN" für die NYSE Hochs ermittelt. Diese Daten werden auf Tagesbasis bereitgestellt. Für höher Zeiteinheiten (Woche, Monat) werden die Tageszahlen aufsummiert dargestellt und nicht wie bei den meisten anderen NHNL Indikatoren nur der Freitagswert.
Die Signalstärke wird Anhand zweier Faktoren ermittelt. Je stärker das Signal um so deutlicher (weniger transparent) die Linie/der Pfeil. Die zwei Faktoren sind zum einen die stärke der Divergenz an und für sich, sowie zum anderen die Stärke des übergeordneten Trends. Die Trendstärke wird anhand eines 50er-EMA auf den NHNL-Indikator ermittelt.
Um nicht jede kleine Divergenz anzuzeigen und um Fehlsignale zu reduzieren, kann die Schwelle für die Signalstärke in den Indikatoreinstellungen festgelegt werden.
New Highs-New-Lows on US Stock Market - Sub Chart Edition#### ENGLISH ####
This script visualizes divergences between the price and new highs and new lows in the US stock market. The indicator should be used exclusively on the US stock indices (timeframe >= D).
This is the indicator for the sub chart. It should be used together with the main chart indicator of the same name. In order to get the same results between the main and subchart editions, the indicator settings must be manually adjusted equally in both charts.
The approach:
Let's take a bull market as an example. A bull market is characterized by rising highs and rising lows. We can therefore assume that with the rising prices, the number of stocks that form new highs also rises or at least remains constant. This confirms the upward trend and thus expresses that it is supported by the broad stock market. If the market forms new highs and the number of stocks forming new highs decreases at the same moment, these new index highs are no longer supported by the broad stock market but exclusively by a few highly capitalized stocks. This creates a bearish divergence between the index and the NHNL indicator. This means that the uptrend tends to be overheated and a correction becomes more likely. Stops should be drawn closer.
The approach applies conversely, of course, to downtrends as well.
The indicator itself:
The number of new highs and lows (NHNL) are determined using the data sources included in Tradingview, such as "INDEX:HIGN" for NYSE highs. This data is provided on a daily basis. For higher time units (week, month) the daily numbers are shown summed up and not only the Friday value like most other NHNL indicators.
The signal strength is determined on the basis of two factors. The stronger the signal, the clearer (less transparent) the line/arrow. The two factors are on the one hand the strength of the divergence in and of itself, and on the other hand the strength of the overriding trend. The trend strength is determined using a 50 EMA on the NHNL indicator.
To avoid displaying every small divergence and to reduce false signals, the threshold for the signal strength can be set in the indicator settings.
#### GERMAN #####
Dieses script visualisiert Divergenzen zwischen dem Preis und neuer Hochs sowie neuer Tiefs im US Aktienmarkt. Der Indikator sollte ausschließlich auf den US Aktienindizes verwendet werden (Timeframe >= D).
Dies ist der Indikator für den Subchart. Er sollte zusammen mit dem gleichnamigen Hauptchart Indikator verwendet werden. Um gleiche Ergebnisse zwischen Haupt- und Subchart Edition zu erhalten, müssen die Indikatoreistellung manuell in beiden Charts gleichermaßen eigestellt werden.
Der Ansatz:
Nehmen wir uns als Beispiel einen Bullenmarkt. Ein Bullenmarkt zeichnet sich durch steigende Hochs und steigende Tiefs aus. Man kann also annehmen, dass mit den steigenden Preisen auch die Anzahl der Aktien die neuen Hochs ausbilden steigt oder zumindest konstant bleibt. Dies bestätigt den Aufwärtstrend und drückt somit aus, dass dieser vom breiten Aktienmarkt mitgetragen wird. Wenn der Markt neue Hochs bildet und die Anzahl der Aktien, die neue Hochs bilden im selben Moment sinkt, so werden diese neuen Indexhochs vom breiten Aktienmarkt nicht mehr getragen sonder ausschließlich von wenigen hochkapitalisierten Aktien. Es entsteht eine bärische Divergenz zwischen Index und dem NHNL Indikator. Das bedeutet, dass der Aufwärtstrend tendenziell überhitzt ist und ein Korrektur wahrscheinlicher wird. Die Stops sollten näher herangezogen werden.
Der Ansatz gilt umgekehrt natürlich auch bei Abwärtstrends.
Der Indikator an sich:
Die Anzahl der neuen Hochs und Tiefs (NHNL) werden anhand der in Tradingview enthaltenen Datenquellen wie z.B. "INDEX:HIGN" für die NYSE Hochs ermittelt. Diese Daten werden auf Tagesbasis bereitgestellt. Für höher Zeiteinheiten (Woche, Monat) werden die Tageszahlen aufsummiert dargestellt und nicht wie bei den meisten anderen NHNL Indikatoren nur der Freitagswert.
Die Signalstärke wird Anhand zweier Faktoren ermittelt. Je stärker das Signal um so deutlicher (weniger transparent) die Linie/der Pfeil. Die zwei Faktoren sind zum einen die stärke der Divergenz an und für sich, sowie zum anderen die Stärke des übergeordneten Trends. Die Trendstärke wird anhand eines 50er-EMA auf den NHNL-Indikator ermittelt.
Um nicht jede kleine Divergenz anzuzeigen und um Fehlsignale zu reduzieren, kann die Schwelle für die Signalstärke in den Indikatoreinstellungen festgelegt werden.
[Pt] TICK + Heikin Ashi RSI IndicatorThis indicator combines NYSE TICK and RSI to aim to provide a view of NYSE market trend strength.
What is TICK
NYSE TICK, also known as the TICK index, is a technical analysis indicator that shows the number of stocks on the New York Stock Exchange (NYSE) that are trading on an uptick or a downtick in a particular period of time. The TICK index is calculated by subtracting the number of stocks trading on a downtick from the number of stocks trading on an uptick. A reading of +1000 on the TICK index, for example, would indicate that there are 1000 more stocks trading on an uptick than on a downtick. The TICK index is often used as a measure of market sentiment, as it can provide insight into whether there is more buying or selling pressure in the market at a given time. A high TICK index reading may suggest that there is strong buying pressure, while a low TICK index reading may indicate that there is more selling pressure in the market.
By default, I am using -800 and 800 for oversold and overbought levels. These are configurable. Also, this indicator includes TICK divergence signals.
The TICK index is usually very volatile, so this indicator is best suited for lower timeframes, such as 1 to 5 min charts.
Idea of TICK neutral zone
As part of this indicator I've identified what I consider as "neutral" range for the TICK. Based on my own personal experience, the market tends to be in consolidation or choppy in this range. By default, I've defined this range to be -200 to 200. This range is configurable.
Signals
In combination with RSI and Heikin Ashi RSI (HARSI), which help smooths out the RSI values and make it easier to identify trends and potential reversal points, this indicator aims to generate Bullish vs Bearish signals based on the following conditions:
- bullish / bearish HARSI candle
- Inside bar on HARSI candle
- TICK trend (above or below Neutral zone)
- RSI trend (above or below 0, but not overbought or oversold)
- RSI / HARSI convergence and divergence
When all bullish conditions are met, the signal turns bright green. Bright red when all bearish conditions are met. These generated signals aims to provide users easy to read visual cues to help with their trades.
A table is also provided in attempt to identify the trend in real time:
TICK trend:
- Bullish, Extended
- Bullish
- Neutral w/ Bullish bias
- Neutral w/ Bearish bias
- Bearish
- Bearish, Extended
RSI:
- Bullish
- Bearish
Note on scale
This indicator is based on the scale for TICK, hence the RSI and HARSI are scaled. By default, standard overbought RSI value of 70 = 800 on this scale, whereas oversold value of 30 = -800.
Credits:
Heikin Ashi RSI code was borrowed from @JayRogers - Heikin Ashi RSI Oscillator
Fixed Quantum CDVWe took the original script Cumulative delta volume from LonesomeTheBlue, here is the link:
To understand the CDV you can watch traders reality master class about CDV.
This indicator show the ratio of vector color and the ratio of the cumulative delta volume from vector color.
First you select a date range on the chart. Then it calculate all candles in that region. Let's say there is 3 green vectors and 3 red vectors in the region, the ratio of vector color will be 50% for bull and 50% for bear vector. As for the CDV ratio, it will measure the total CDV inside green vector and total CDV inside red vector and make a ratio. But it is a little different.
I twisted the calculation for the ratio of CDV a little bit to make it more comprehensive in the table. Since it's the ratio of the CDV for the bull candles versus the bear candles, the CDV is almost always a positive number for the bull candles and almost always a negative number for the bear candle. So I calculated the bear CDV as a positive number. Formula: Bull_CDV_ratio = Bull_CDV / (Bull_CDV + Bear_CDV), Bear_CDV_ratio = -Bear_CDV / (Bull_CDV - Bear_CDV).
Note that when the bull CDV and bear CDV are both a positive number or both a negative number, the ratio percentage can be over 100% and under 0%. It means that we expect volatility.
Enjoy!
Divergence Strength OscillatorDetects divergence before it has formed a valid divergent pivot, across multiple indicators. After publishing my Strength of Divergence Across Multiple Indicators script, it seemed there were a lot of people who wanted to see the divergence signals before the divergent pivots were actually confirmed. Everyone complains about indicators repainting, yet in the next breath they complain about not wanting to wait for a signal to be confirmed before it appears on their chart! No matter how many times you ask, you can't have your cake and eat it too.
While this isn't exactly cake, it's as close as you're gonna get. This oscillator will calculate the strength of divergence as it forms on any bar that could potentially be a pivot point (e.g. for a pivot low, the preceding bars must be higher than it) and track the net (bullish - bearish) value.
For example:
PLEASE NOTE that this is not intended to be a "Buy" or "Sell" signal, and it would be foolish to use it as such. The purpose of this script is to show you potential divergences as early as possible, so that you have more time to plan and evaluate confluent signals, etc.
The Divergence Strength Calculation:
The total divergence strength value is the sum of the divergence strengths of all indicators for which divergence was detected at a given bar. Each indicator's individual divergence strength is comprised of two basic components: (1) |ΔPrice| - the magnitude of the change in price over the divergence period (pivot-to-pivot), and (2) |ΔIndicator| - the magnitude of the change in indicator value over the divergence period.
Because different indicators' scales and volatility can vary greatly, the Δ values are expressed in terms of standard deviation to ensure that the values are meaningful and equitable across all indicators and assets/instruments/currency pairs, etc:
|ΔIndicator| = |indicator_value_1 - indicator_value_2| / 2 * StDev(indicator_series,100)
Based on work for my Strength of Divergence Across Multiple Indicators script:
Divergence Finder (RSI/Price) with OptionsDivergence finder used to find BUY or SELL Signal based on a divergence between Price and RSI (Price goes UP when RSI goes down / opposite )
You can configure the script with several Options :
Source for Price Buy Div : you can use the close price of the candle (by default) or use the high price of the candle for exemple.
Source for Price Sell Div : you can use the close price of the candle (by default) or use the low price of the candle for exemple.
Source for RSI Div : you can use the close price of the candle (by default) to calculate the RSI .
Theses settings allow you to set a minimum RSI level to reach to activate the Divergence finder (p1 is the first point in time, and p2 is the second one):
Min RSI for Sell divergence(p1) : this is the minimum RSI level to reach for the first of the 2 points of divergence (Default 70) for the SELL Signal
Min RSI for Sell divergence (p2) : this is the minimum RSI level to reach for the second of the 2 points of divergence (Default 60) for the SELL Signal
Max RSI for Buy divergence (p1) : this is the minimum RSI level to reach for the first of the 2 points of divergence (Default 30) for the BUY Signal
Max RSI for Buy divergence (p2) : this is the minimum RSI level to reach for the second of the 2 points of divergence (Default 40 ) for the BUY Signal
Theses settings allow you to set a minimum margin difference between our two points (p1 and p2) to validate the Divergence
Min margin between price for displaying divergence (%) : Set a minimum margin (in % of the price) before the indicator validate this divergence
Min margin between RSI for displaying divergence (%) : Set a minimum margin (in % of the RSI ) before the indicator validate this divergence
Display Divergence label : Choose to display the price of the candle, and the RSI when a divergence is found
Display tops/bottoms : Display where the tops and bottoms are calculated directly on the chart
RSI DivergenceWhat is "RSI Divergence"?
"RSI Divergence" is a indicator that find RSI divergence automatically.
What it does?
When it finds an RSI divergence, it draws a line on the indicator.
How it does it?
The lines are found using the least squares method. If the signs of the linear regression on the graph and the linear regression plotted on the RSI are different, this is considered divergence.
How to use it?
RSI lenght = RSI lenght
source = source of RSI
RSI Divergence Lenght = lenght of lines that draws on indicator
zoom = zoom
examples:
Adaptive Fisherized KSTIntroduction
Heyo guys, here is a new adaptive fisherized indicator of me.
I applied Inverse Fisher Transform, Ehlers dominant cycle analysis,
smoothing and divergence analysis on the Know Sure Thing (KST) indicator.
Moreover, the indicator doesn't repaint.
Usage
I didn't backtest the indicator, but I recommend the 5–15 min timeframe.
It can be also used on other timeframs, but I have no experience with that.
The indicator has no special filter system, so you need to find an own combo in order to build a trading system.
A trend filter like KAMA or my Adaptive Fisherized Trend Intensity Index could fit well.
If you find a good combo, let me know it in the comments pls.
Signals
Zero Line
KST crossover 0 => Enter Long
KST crossunder 0 => Enter Short
Cross
KST crossover KST MA => Enter Long
KST crossunder KST MA => Enter Short
Cross Filtered
KST crossover KST MA and KST above 0 => Enter Long
KST crossunder KST MA and KST under 0 => Enter Short
KST crossunder 0 => Exit Long
KST crossover 0 => Exit Short
More to read: KST Explanation
Enjoy and let me know your opinion!
--
Credits to
- @tista
- @blackcat1402
- @DasanC
- @cheatcountry
Divergence and Pivot - Detector For Any IndicatorI present to you an indicator capable of determining the divergence and convergence points for any indicator you choose. It will also determine Pivot points.
All you need to do is add the indicator to your favorites and call it. Next, you need a second indicator for which you want to find divergences or pivots. Next you need choise 'Oscillator Source' section in my indicator, after that you need to choose the name of the indicator for which you want to find divergences . - Done!
Thanks to the developers of TradingView for posting the source code of the "Divergence Indicator" indicator.
Price Divergence IndicatorThis Price Divergence Indicator indicator modifies the standard Divergence Indicator to look for price divergences between the current chart and any other selected TradingView chart.
The thesis that this indicator is built upon:
Prices on assets or indices that are normally correlated move in lock step. Where there are deviations between the confirmed highs or lows of two assets or indices it is likely that they will "catch up" in the near future.
By default it will load the price data for the SPX and look for price divergences on the current chart timeframe. Any TradingView Symbol can be selected as the 'Comparison Source' and any timeframe. Some of the options I've been trying out include:
SPX vs NDQ
XAO vs SPX
UK100 vs NDQM
MSFT vs NDQM
GOOG vs NDQM
AMZN vs MSFT
BTC vs ETH
BTC vs NDQ
BTC vs DXY
I've found looking for divergences on a longer timeframe can be useful and don't expect any meaningful results if you set it to shorter than chart timeframes.
Alerts can be created based on any of the divergences and the 'Backtest Buy Signal' can be used to send notification to a backtester (bull = 2, hidden bull = 1, neutral = 0, hidden bear = -1, bear = -2), this is plotted to display.none, so enable it in Settings - Style and disable all other plots to see it.
Divergences are measured between the CONFIRMED peaks of the two charts. The confirmation timeframe is set using 'Pivot Lookback Right'. The lower the lookback the quicker the signal and the more likely it is to not have hit an actual peak, a higher lookback will give a much more dependable signal but the move may be finished by the time the alert actually fires. The "Plot When Alerts Fire" option should give you an idea (top and bottom triangles) of what to expect, but you should watch bar replays to understand how your setting will impact when alerts are created and potential false positives.
Next Pivot Projection [Trendoscope]Still experimental. Extending further on the divergence backtest results - in this script we try to project next 2 pivots (including one unconfirmed pivot)
🎲 Previous experiments
1. Divergence-Backtester
2. Divergence-Backtester-V2
🎲 Additions
Apart from collecting the stats on number of occurrences of HH, HL, LH, LL - this script also keeps track of average ratio for each levels and average bars.
Based on these data, we try to calculate the next pivot projections including possible bar and price.
Cloud covering the candles indicate historical levels of average HH, HL, LH, LL projections.
Hover on projection labels to find more details in tooltips.
🎲 Overall method in a nutshell
🎲 Going bit deeper
🎯 Unconfirmed Pivot and its projection - Last pivot of the zigzag is always unconfirmed. Meaning, it can potentially repaint based on further price movements. But, projection of the unconfirmed pivot will not change as it will be based on previous two pivots - both of which are confirmed.
🎯 Next Pivot Projection - Next pivot is projected based on last two pivots - which include last unconfirmed pivot. Hence, these projections can potentially repaint based on the last pivot repaint.
🎯 Historical projections displayed as cloud - Historical projection values are displayed as cloud around pivots.
A cloud above represents area from average lower high range to average higher high range. Cloud color is green if average ratio of pivot high is more than 1. Red Otherwise.
A cloud below represents area from average higher low range to average lower low range. Cloud color is red if average ratio of pivot high is more than 1. Green otherwise
MTF CCI + Realtime DivergencesMulti-timeframe Commodity Channel Index (CCI) + Realtime Divergences + Alerts
This version of the CCI includes the following features:
- Optional 2x sets of triple-timeframe overbought and oversold signals with fully configurable timeframes and overbought and oversold thresholds, can indicate where 3 selected timeframes are all overbought or all oversold at the same time, with alert option.
- Optional divergence lines drawn directly onto the oscillator in realtime, with alert options.
- Configurable pivot periods to fine tune the divergences drawn in order to suit different trading styles and timeframes, including the ability to enable automatic adjustment of pivot period per chart timeframe.
- Alternate timeframe feature allows you to configure the oscillator to use data from a different timeframe than the chart it is loaded on.
- 'Hide oscillator' feature allows traders to hide the oscillator itself, leaving only the background colours indicating the overbought and oversold periods and/or MTF overbought and oversold confluences, as seen in the chart image.
- Also includes standard configurable CCI options, including CCI length and source type. Defaults set to length 20, and hlc3 source type.
- Optional Flip oscillator feature, allows users to flip the oscillator upside down, for use with Tradingviews 'Flip chart' feature (Alt+i), for the purpose of manually spotting divergences, where the trader has a strong natural bias in one direction, so that they can flip both the chart and the oscillator.
- Optional 'Fade oscillator' feature, which will fade out all but the most recent period, reducing visual noise on the chart.
While this version of the CCI has the ability to draw divergences in realtime along with related alerts so you can be notified as divergences occur without spending all day watching the charts, the main purpose of this indicator was to provide the triple-timeframe overbought and oversold confluence signals, in an attempt to add more confluence, weight and reliability to the single timeframe overbought and oversold states, commonly used for trade entry confluence. It's primary purpose is intended for scalping reversal trades on lower timeframes, typically between 1-15 minutes, which can be used in conjunction with the regular divergences the indicator can highlight. The triple timeframe overbought can often indicate near term reversals to the downside, with the triple timeframe oversold often indicating neartime reversals to the upside. The default timeframes for this confluence are set to check the 1m, 5m and 15m timeframes together, ideal for scalping the < 15 minute charts. The default settings for the MTF #1 timeframes (1m, 5m and 15m) are best used on a <5 minute chart.
Its design and use case is based upon the original MTF Stoch RSI + Realtime Divergences found here .
Commodity Channel Index (CCI)
Investopedia has described the popular oscillator as follows:
“The Commodity Channel Index (CCI) is a momentum-based oscillator used to help determine when an investment vehicle is reaching a condition of being overbought or oversold.
Developed by Donald Lambert, this technical indicator assesses price trend direction and strength, allowing traders to determine if they want to enter or exit a trade, refrain from taking a trade, or add to an existing position. In this way, the indicator can be used to provide trade signals when it acts in a certain way.”
You can read more about the CCI, its use cases and calculations here .
How do traders use overbought and oversold levels in their trading?
The oversold level, that is traditionally when the CCI is above the 100 level is typically interpreted as being 'overbought', and below the -100 level is typically considered 'oversold'. Traders will often use the CCI at an overbought level as a confluence for entry into a short position, and the CCI at an oversold level as a confluence for an entry into a long position. These levels do not mean that price will necessarily reverse at those levels in a reliable way, however. This is why this version of the CCI employs the triple timeframe overbought and oversold confluence, in an attempt to add a more confluence and reliability to this usage of the CCI. While traditionally, the overbought and oversold levels are below -100 for oversold, and above 100 for overbought, he default threshold settings of this indicator have been increased to provide fewer, stronger signals, especially suited to the low timeframes and highly volatile assets.
What are divergences?
Divergence is when the price of an asset is moving in the opposite direction of a technical indicator, such as an oscillator, or is moving contrary to other data. Divergence warns that the current price trend may be weakening, and in some cases may lead to the price changing direction.
There are 4 main types of divergence, which are split into 2 categories;
regular divergences and hidden divergences. Regular divergences indicate possible trend reversals, and hidden divergences indicate possible trend continuation.
Regular bullish divergence: An indication of a potential trend reversal, from the current downtrend, to an uptrend.
Regular bearish divergence: An indication of a potential trend reversal, from the current uptrend, to a downtrend.
Hidden bullish divergence: An indication of a potential uptrend continuation.
Hidden bearish divergence: An indication of a potential downtrend continuation.
How do traders use divergences in their trading?
A divergence is considered a leading indicator in technical analysis , meaning it has the ability to indicate a potential price move in the short term future.
Hidden bullish and hidden bearish divergences, which indicate a potential continuation of the current trend are sometimes considered a good place for traders to begin, since trend continuation occurs more frequently than reversals, or trend changes.
When trading regular bullish divergences and regular bearish divergences, which are indications of a trend reversal, the probability of it doing so may increase when these occur at a strong support or resistance level . A common mistake new traders make is to get into a regular divergence trade too early, assuming it will immediately reverse, but these can continue to form for some time before the trend eventually changes, by using forms of support or resistance as an added confluence, such as when price reaches a moving average, the success rate when trading these patterns may increase.
Typically, traders will manually draw lines across the swing highs and swing lows of both the price chart and the oscillator to see whether they appear to present a divergence, this indicator will draw them for you, quickly and clearly, and can notify you when they occur.
Setting alerts.
With this indicator you can set alerts to notify you when any/all of the above types of divergences occur, on any chart timeframe you choose, and also when the triple timeframe overbought and oversold confluences occur.
Configurable pivot period.
You can adjust the default pivot period values to suit your prefered trading style and timeframe. If you like to trade a shorter time frame, lowering the default lookback values will make the divergences drawn more sensitive to short term price action. By default, this indicator has enabled the automatic adjustment of the pivot periods for 4 configurable timeframes, in a bid to optimise the divergences drawn when the indicator is loaded onto any of the 4 timeframes. These timeframes and the auto adjusted pivot periods on each of them can also be reconfigured within the settings menu.
Disclaimer: This script includes code adapted from the Divergence for Many Indicators v4 by LonesomeTheBlue . With special thanks.
Divergence Finder [Multigrain]█ OVERVIEW
This indicator is a divergence finder, designed to be overlayed on top of any oscillator. By utilizing an Exponential Moving Average, rather than built-in pivot functions, this allows for insignificant pivots of the oscillator to be filtered out. Additionally, by sampling more than just the previous oscillator pivot, this allows for divergences to be found that would otherwise be overlooked through other methods.
█ CONCEPTS
Interim Price Threshold
A new metric used when determining valid divergences is the Interim Price Threshold (IPT). The IPT is the maximum percent delta the price is allowed to "poke-through" the divergent line at any given time.
Interim Oscillator Threshold
Similar to the Interim Price Threshold, the Interim Oscillator Threshold (IOT) is the maximum percent delta the oscillator is allowed to "poke-through" the divergent line at any given time.
Dynamic Midline
Commonly a static midline is utilized when determining whether a divergence may be bullish or bearish. By utilizing the built-in percentile nearest rank function, the midline is automatically and dynamically determined based on the previous 250 bars. As a result certain divergences which may otherwise be overlooked will be discovered.
█ SETTINGS
Oscillator Source: The oscillator in which you want find divergences from. Default to a MACD oscillator when unchanged.
Price Source: The price source in which you want to find divergences from.
Moving Average Length: The length of the exponential moving average used when determining the pivot points of the selected oscillator.
█ USAGES
Divergence in technical analysis can indicate a significant bullish or bearish price move. A bullish divergence occurs when an asset's price makes a new low while an indicator begins to rise. A bearish divergence occurs when the price makes a new high but the indicator under consideration makes a lower high.
Relative Strength Index (RSI) + Realtime DivergencesRelative Strength Index (RSI) + Realtime Divergences
This version of the RSI indicator includes the following features:
- Optional divergence lines drawn directly onto the oscillator in realtime.
- Configurable alerts to notify you when divergences occur.
- Configurable lookback periods to fine tune the divergences drawn in order to suit different trading styles and timeframes.
- Background colouring option to indicate when the RSI oscillator has crossed above or below its centerline.
- Alternate timeframe feature allows you to configure the oscillator to use data from a different timeframe than the chart it is loaded on.
- Fadeout oscillator feature will fade out all but the most recent history, leaving your chart free of visual noise.
- Flip oscillator feature can be used with the Tradingview 'Flip chart' feature (Alt+i) in order to flip both the chart and the oscillator, too. This feature is to help traders manually spot divergences that may have a strong natural bias in one direction.
- Optional centerline and range bands.
- Various optional moving average types, bollinger bands etc.
This indicator adds additional features onto the standard RSI whose core calculations remain unchanged. Namely, the configurable option to automatically, quickly and clearly draw divergence lines onto the oscillator for you as they occur in realtime. It also has the addition of unique alerts, so you can be notified when divergences occur without spending all day watching the charts. Furthermore, this version of the RSI comes with configurable lookback periods, which can be configured in order to adjust the sensitivity of the divergences, in order to suit shorter or higher timeframe trading approaches.
What is the Relative Strength Index ( RSI )?
Investopedia describes the Relative Strength Index as follows:
“The relative strength index (RSI) is a momentum indicator used in technical analysis. RSI measures the speed and magnitude of a security's recent price changes to evaluate overvalued or undervalued conditions in the price of that security. The RSI is displayed as an oscillator (a line graph) on a scale of zero to 100. The indicator was developed by J. Welles Wilder Jr. and introduced in his seminal 1978 book, New Concepts in Technical Trading Systems.
The RSI can do more than point to overbought and oversold securities. It can also indicate securities that may be primed for a trend reversal or corrective pullback in price. It can signal when to buy and sell. Traditionally, an RSI reading of 70 or above indicates an overbought situation. A reading of 30 or below indicates an oversold condition.”
The RSI is also commonly used to spot divergences.
You can read more about the RSI and its calculations here
What are divergences?
Divergence is when the price of an asset is moving in the opposite direction of a technical indicator, such as an oscillator, or is moving contrary to other data. Divergence warns that the current price trend may be weakening, and in some cases may lead to the price changing direction.
There are 4 main types of divergence, which are split into 2 categories;
regular divergences and hidden divergences. Regular divergences indicate possible trend reversals, and hidden divergences indicate possible trend continuation.
Regular bullish divergence: An indication of a potential trend reversal, from the current downtrend, to an uptrend.
Regular bearish divergence: An indication of a potential trend reversal, from the current uptrend, to a downtrend.
Hidden bullish divergence: An indication of a potential uptrend continuation.
Hidden bearish divergence: An indication of a potential downtrend continuation.
How do traders use divergences in their trading?
A divergence is considered a leading indicator in technical analysis , meaning it has the ability to indicate a potential price move in the short term future.
Hidden bullish and hidden bearish divergences, which indicate a potential continuation of the current trend are sometimes considered a good place for traders to begin, since trend continuation occurs more frequently than reversals, or trend changes.
When trading regular bullish divergences and regular bearish divergences, which are indications of a trend reversal, the probability of it doing so may increase when these occur at a strong support or resistance level . A common mistake new traders make is to get into a regular divergence trade too early, assuming it will immediately reverse, but these can continue to form for some time before the trend eventually changes, by using forms of support or resistance as an added confluence, such as when price reaches a moving average, the success rate when trading these patterns may increase.
Typically, traders will manually draw lines across the swing highs and swing lows of both the price chart and the oscillator to see whether they appear to present a divergence, this indicator will draw them for you, quickly and clearly, and can notify you when they occur.
Setting alerts.
With this indicator you can set alerts to notify you when any/all of the above types of divergences occur, on any chart timeframe you choose.
Configurable pivot periods.
You can adjust the default pivot periods to suit your prefered trading style and timeframe. If you like to trade a shorter time frame, lowering the default lookback values will make the divergences drawn more sensitive to short term price action.
Disclaimer: This script includes code from the stock RSI by Tradingview as well as the Divergence for Many Indicators v4 by LonesomeTheBlue.
PDs - MID ADVANCE DIRECTION----------------------------------------------------------------------------
Multi-Indicator Divergence ScreenerHere is a new screener for everyone.
I have applied my Better Divergence On Any Indicator logic to scan 3 different indicators and up to 6 different assets at one time. Shoutout to LonesomeTheBlue and QuantNomad for their respective work on divergence and scanner scripts. I've implemented similar logic to put together this scanner.
So far, I have added support for RSI, OBV, MACD, MFI, Stochastic, and FSR, though I'm happy to add more by request. Please note, for simplicity, I have removed the logic to filter for only overbought/oversold divergences. Because this can scan both centered oscillators and non-centered indicators, overbought/oversold does not apply to all of them. I may try to find a way to work in back in later, as time allows.
Personally, I like to find confluences different types of indicators. For instance, agreeable divergence with a centered strength oscillator like RSI and a volume based indicator like OBV gives me more confidence that there will be follow-through.
Like in the Better Divergence script, you can opt to scan for confirmed divergences, potential divergences, or both.
You have the option to show or hide a table that will tell you exactly which assets have divergence, on which indicator they were found, and how many points of divergence were identified. By default, bull divergences will be green, bear will be red, but you can change these base colors to your liking. Confirmed divergences are shown with a solid background, while potentials (if selected) are shown with transparent background. If all 3 of your chosen indicators have divergence in the same direction, the asset name will show in the bull or bear color to highlight the confluence.
Alerts have also been set up to fire on bar close. The message will essentially tell you the same thing the table does, but in condensed format.
You can choose to have alerts fire any time there is any divergence detected across all assets, only when there are divergences on at least 2 of the chosen indicators for a given asset, or limit them to only when all 3 indicators show divergence in agreement.
Divergence BacktesterThere is n number of possible ways in which we can backtest divergence and this is just a start :)
In this script, we are trying to count how many times the pivots made HH, HL, LH, LL after a particular divergence state.
An example of using data is as below:
The script keeps track of each pivot sentiment and resulting next pivot state. As mentioned in the chart snapshot, we can look at two of the previous pivot states and collect stats on how each of these state impacted price action.
As mentioned before, this is just tip of iceberg. Further combinations for which we can do backtest are:
1. m X n combinations of last pivot and last to last pivot divergence state
2. divergence combined with double divergence state.
Only issue to explore further is lack of space on the chart as tables can take up huge space.
PS: As you can see based on historical stats, probability of divergence impacting the change of trend is very low in most cases.
