SVA - Simple Volume Analyzer, by BlueJayBird [bjb] ENGLISH & SPANISH
------------------------------------- ENSLIGH
The idea was initially inspired in the concepts shared by @LazyBear on his indicator "Better Volume Indicator" (). But I found it somewhat complicated and dull. So I came up with this.
Concept:
It changes the color of volume bars based on surrounding volume changes.
Volume changes are plotted as volume MAs lines in the volume pane.
Whenever the volume is higher than these MAs, the bar changes color.
For this reason, the bar color change is RELATIVE TO the surroundings, because the color change depends on how far the MA has been extended due to sudden (or not) changes in the volume.
BAR COLORS:
Weak Green and Red: Low volume. The calm before or after the storm.
Normal Green and Red: Mid volume. Still low volume, you may get bored.
Yellow: High volume. Players are playing hard and harder.
White: Ultra-High Volume. The elephants stepped in.
NOTES:
SVA works better at lower timeframes. Though as far as I can tell, it works pretty well as far as 1D timeframe.
------------------------------------- SPANISH
La idea estuvo inicialmente inspirada en los conceptos expuestos por @LazyBear en su indicador "Better Volume Indicator" (). Pero lo encontré un poco complicado y falto de claridad. Así que me inventé este.
Conceptp:
Cambia el color de las barras basándose en los últimos cambios de volumen.
Los cambios de volumen son ploteados como lineas de medias móviles (MAs, es decir "Moving Averages") en la sección del volumen (chart pane).
En cualquier momento que el volumen es mayor que estos MAs, el color de las barras cambia.
Por esta razon, el cambio de color de las barras es RELATIVO a lo que está sucediendo alrededor, ya que el cambio de color depende de qué tan lejos el MA se haya extendido por causa de los últimos cambios (o no) de volumen.
BAR COLORS:
Verde y rojo apagados: Volumen bajo (Low Volume). La calma antes de la tormenta.
Verde y rojo normales: Volumen medio (Mid volume). Volumen todavía bajo. Es posible que te aburras.
Amarillo: Volumen alto (High Volume). Los jugadores están jugando duro.
Blanco: Volumen ultra-alto (Ultra-High Volume). Los elefantes entran a la cancha.
NOTAS:
SVA funciona mejor en temporalidades menores. Pero por lo que he visto, funciona bien hasta la temporalidad de 1D.
X-volume
Kifier's ALT-COIN Failed Volume PressureGeneral Idea:
The basic idea is really simple - to detect during a bull-run, good mid-run entries or even predicting the start of a run, and the overcoming of the sell pressure, and I got this idea very naturally while looking back at my entries with ADA 6 months back. The indicator simply detects for you and alerts where volume reaches high reds but the actual price of the asset does not close lower than the previous open. This essentially shows a rejection of the selling pressure, and usually if either in a stagnant or bullish trend will just result in a bullish trend. It’s also great to detect entries into a bull-run mid way, which can happen quite often with cryptos. Due to the reliance of volume in this one, it’s probably best to stick with mid to low cap alt-coins, as BTC and even ETH at this point have a more complicated price action trends.
Usage:
It’s built ideally for long-term timeframes, so 1D is the minimum in my opinion, and it should be used in combination with other indicators to confirm entries and market conditions, plus fundamental analysis is VERY important when it comes to trading with volume as a leading indicator in lower cap alt-coins.
Structure:
The blue line is an average of the volume over a period while the yellow is the current volume, this makes it easy when a volume anomaly occurs and essentially a massive sell-off.
The green/red lines at the bottom unimaginatively is just a simple trend indicator based of two EMAs.
I also want to attempt to make a version for smaller time-frames as well, which needs to also account for market noise and a better trend detection but that’s for a future time.
It’d be great to hear feedback and even ideas on beneficial changes!
KINSKI Volume Regression TrendRegression trends are typically used to determine when a price is unusually far from its baseline. The script calculates the linear regression of volume and price to determine the trend direction and strength. This can be used to determine the volume support for upward/downward trends.
As a special feature, this indicator allows you to choose from three (as of 07/20/2021) templates with special presets.
The following templates are available:
"Precise" (Period: 4, Smoothing Factor Type: "DISABLED", Smoothing Factor Length = 1).
"Smooth" (Period: 4, Smoothing Factor Type: "RMA", Smoothing Factor Length = 2)
"Long Term (Period: 20, Smoothing Factor Type: "DISABLED", Smoothing Factor Length = 1)
In the selection for templates, the option "DISABLED" can also be selected. Then the user-defined settings selectable under it take effect. There are the following setting options.
"Length": Adjustable period
"Smoothing Factor: Type": Type of moving average
"Smoothing Factor: Length": Adjustable period
Other setting options are:
Color codes: The color codes are explained in the settings
Display types: "Columns", "Histogram", "Area", "Line", "Stepline"
VolumatrixVolumatrix is an enhanced volume weighted price indicator with advanced features
Created by CryptoJew & CryptoTiger on 04-06-2021
👋 Definition
Volumatrix turns current and historical price data into enhanced volume weighted price plots that allow you to visually grasp the momentum of any given market.
It’s easy to use and provides an accurate reading about an ongoing trend. This indicator is optimized to catch trend movements as soon as possible and to maximize certainty.
🙌 Overview
The Volumatrix indicator is based on an enhanced VWAP calculation, which serves as a present and upcoming price movement indication.
The further away the VWAP Wave is from the Zero Line, the more powerful the momentum is in that direction.
Conversely, the closer the VWAP Wave is to the Zero Line, the less momentum it has.
⭐️ Features
Volumatrix consists of the following features:
VWAP Waves: Visualizes the market's momentum in an easy-to-understand way by drawing colored waves.
VWAP Average: Acts as a calibration line for current wave movements.
Bearish & Bullish Dots: Indicates and confirms immediate trend changes by printing dual-colored dots.
E MA Backgrounds: Shows the general direction of the market, based on the exponential moving average (EMA).
In-depth alerts: Help traders discover potential trades with less time.
☝️ Basics
The Volume Weighted Average Price plays an essential role, as the Volumatrix indicator uses an enhanced VWAP calculation.
The volume weighted average price (VWAP) is a great technical trading indicator used by traders as it accounts for both price and volume.
VWAP signals the ratio of the cumulative share price to the cumulative volume traded over a given time.
It is essential because it provides traders with advanced insight into the trend and value of an asset.
Unlike moving averages, VWAP assigns more weight to price points with high volume.
This allows one to understand price points of interest, gauge relative strength, and identify prime entries/exits.
VWAP works with any interval: seconds, minutes, hours, days, weeks, months, years, etc...
However, keep in mind that VWAP can also experience some lag, much like a moving average.
Lag is inherent in the indicator because it's a calculation of an average using past data.
🧮 Calculation
Volume Weighted Average Price (VWAP) is constructed with two parameters, namely, price and volume, in 5 steps:
1. Calculate the Typical Price for the period.
((High + Low + Close)/3)
2. Multiply the Typical Price by the period Volume
(Typical Price x Volume)
3. Create a Cumulative Total of Typical Price
Cumulative(Typical Price x Volume)
4. Create a Cumulative Total of Volume
Cumulative(Volume)
5. Divide the Cumulative Totals
VWAP = Cumulative(Typical Price x Volume) / Cumulative(Volume)
🔍 Trend Identification - What to look for
VWAP is an excellent way to identify the trend of a market.
When using Volumatrix, you are looking for multiple confirmations that take place simultaneously.
The more confirmations that occur at the same time; the more certain the indicator will be.
You can identify the direction of a market by looking out for a few critical confirming signals.
📈 Bullish Trend Confirmations:
VWAP Wave overcrossing Zero Line :
When the VWAP Wave is crossing over the Zero Line, it indicates an immediate bullish trend.
This is one of the most certain moves that one can detect in Volumatrix.
This means that the price is about to change direction.
This is the case for any timeframe: seconds, minutes, hours, days, week, month, year, etc.
VWAP Wave color turning bullish:
When a bullish trend is about to happen, the VWAP Wave will change its color to yellow and finally to green.
That way, one can preemptively detect an upcoming bullish move.
In general, the VWAP Wave can change to 3 different colors.
Green means bullish.
Bullish Dots:
From time to time, bullish green dots will appear.
When combined with other indications, the Bullish Dots can be handy in confirming an upcoming or present uptrend.
That said, one should never solely rely on dots when deciding whether the trend is bullish or not.
Instead, if a trader sees a green dot, it should be taken as a hint to look for further bullish indications.
EMA Background:
One can identify the general trend of a market by looking at the background color of the indicator.
When the background is green, one can assume that a bullish trend is present.
The background color changes based on the exponential moving average (EMA).
By default, the 200 EMA is set. Change this value based on your timeframe preferences.
VWAP Average:
When the white VWAP Average line crosses above the Zero Line, it acts as an additional trend confirmation when combined with the VWAP waves.
As the VWAP average does not weigh in the short-term movements too heavily, it is less affected by immediate volatility.
Therefore, traders usually use the VWAP Average as a calibration tool to interpret the VWAP Waves more precisely.
📉 Bearish Trend Confirmations:
VWAP Wave under crossing Zero Line:
When the VWAP Wave is crossing under the Zero Line, it indicates an immediate bearish trend.
This is one of the most certain moves that one can detect in Volumatrix. This means that the price is about to change direction.
This is the case for any timeframe: seconds, minutes, hours, days, week, month, year, etc.
VWAP Wave turning bearish:
When a bearish trend is about to happen, the VWAP Wave will change its color to yellow and then finally to red.
That way, one can preemptively detect an upcoming bearish move. In general, the VWAP Wave can change to 3 different colors.
Red means bearish.
Bearish Dots:
From time to time, bearish red dots will appear.
When combined with other indications, the bearish dots can be handy in confirming an upcoming or present downtrend.
That said, one should never solely rely on dots when deciding whether the trend is bearish or not.
Instead, if a trader sees a red dot, it should be taken as a hint to look for further bearish indications.
EMA Background:
One can identify the general trend of a market by looking at the background color of the indicator.
When the background is red, one can assume that a bearish trend is present.
The background color changes based on the exponential moving average (EMA).
By default, the 200 EMA is set. Change this value based on your timeframe preferences.
VWAP Average:
When the white VWAP Average line crosses below the Zero Line, it acts as an additional trend confirmation if combined with the VWAP waves.
As the VWAP average does not weigh in the short-term movements too heavily, it is less affected by immediate volatility.
Therefore, traders usually use the VWAP Average as a calibration tool to interpret the VWAP Waves more precisely.
💤 Sideways Trend Confirmations:
VWAP Average:
When the VWAP Average is parallel and hovering around the Zero Line, either above or below it, that will indicate a sideways trend.
🚦 Usage - How and where to use it
The Volumatrix indicator is a universal indicator that works with any market capable of calculating a VWAP.
It’s currently being used in the following markets: cryptocurrency market, stock market, gold market and oil (just to name a few).
❗️ Requirements:
This indicator does not require any additional indicators as traders usually do in price action trading.
Basically, one just needs to follow the crossings, dots, and colors to get maximum certainty.
As a bonus, we recommend traders take advantage of TradingView’s multi-chart to catch more simultaneous confirmations.
🗣 Example Strategy: The 4 Timeframe Strategy
One can use the Volumatrix indicator along with the 4 timeframe strategy.
For example, open the 4 hour, 1 hour, 30 minute, and 5minute intervals simultaneously from left to right in a multi-chart layout.
Then lookout for the following conditions to meet:
OPEN LONG TRADE IF: On the 1-hour interval + 30-minute interval, Bullish Dots appear simultaneously
AND: On the 4-hour interval, the VWAP Wave is above the Zero Line
AND: On the 5-minute interval VWAP Wave is about to cross over the Zero Line or has already minimally crossed up.
OPEN SHORT TRADE IF: On the 1-hour interval + 30-minute interval, Bearish Dots appear simultaneously
AND: On the 4-hour interval VWAP Wave is below the Zero Line
AND: On the 5-minute interval VWAP Wave is about to cross under the Zero Line or has already minimally crossed down.
💡 Tips
Use TradingView’s 4-multi-chart layout to catch potential trades faster.
Use the indicator on a computer for optimal performance.
Set your computer screen to higher resolutions to get a better overview.
🔔 Alerts
With Volumatrix, you can use in-depth alerts like:
Bullish Dot
When a green dot at the bottom of the indicator appears
Bearish Dot
When a red dot at the bottom of the indicator appears
VWAP Wave Crossing Over Zero Line
When the VWAP Wave crosses over the Zero Line
VWAP Wave Crossing Under Zero Line
When the VWAP Wave crosses under the Zero Line
VWAP Wave Crossing Over Zero Line + Bullish Dot
When the VWAP Wave crosses over the Zero Line and a Bullish Dot appears
VWAP Wave Crossing Under Zero Line + Bearish Dot
When the VWAP Wave crosses over the Zero Line and a Bearish Dot appears
VWAP Average Crossing Over Zero Line
When the VWAP Average crosses over the Zero Line
VWAP Average Crossing Under Zero Line
When the VWAP Average crosses under the Zero Line
🔧 Settings
🔢 Inputs
These settings will change the behavior and outcome of the indicator.
EMA
Determines the number of previous candles that should be taken into calculation for the EMA background.
The value of the EMA can be changed to one's preferred value in accordance with the chosen interval.
The default value is 200.
🎨 Style
These settings will change the appearance of the indicator
VWAP Waves
Determines the color, opacity, thickness, and shape for the VWAP Waves.
The default shape is area.
The default colors are red, yellow & green.
VWAP Average
Determines the color, opacity, thickness, and shape for the VWAP Average.
The default shape is line.
The default color is white.
Zero Line
Determines the color, opacity, thickness, and shape for the Zero Line.
The default shape is a line.
The default color is white.
EMA Background
Determines the color & opacity for the Dynamic Background.
The default colors are black, red & green.
Bullish Dot
Determines the color, shape, opacity & location for the bullish dot.
The default shape is a circle.
The default color is green.
Bearish Dot
Determines the color, shape, opacity & location for the bearish dot.
The default shape is a circle.
The default color is red.
✅ Summary
Volumatrix is a unique indicator because, unlike many other VWAP tools, it's suited for simple as well as advanced analysis.
It’s a solid tool for immediately identifying the underlying trend of an asset.
Of course, this is true for any indicator based on the VWAP, which calculates an average using past data.
Still, Volumatrix is superior in this realm as it enhances the VWAP in its calculation and its visualization, while it comes with many advanced features.
❓ Questions
If you have any questions, just ask them here or in the Volumatrix community.
📚 Terminology
Bearish Dots: Red dots appearing at the bottom of the Volumatrix indicator.
Bullish Dots: Green dots appearing at the bottom of the Volumatrix indicator.
EMA: Exponential Moving Average - Tracks the price of an asset over time while giving more importance to recent price data.
Volume: A measure of how much of a given asset has traded in a period.
VWAP: Volume Weighted Average Price - The ratio of the value traded to total volume traded over time.
VWAP Average: Represents the average of the VWAP waves in the Volumatrix indicator.
VWAP Wave: The colorful waves representing the enhanced VWAP in the Volumatrix indicator.
Zero Line: It’s the indicator’s baseline and determines the beginning and end of a certain trend.
🙏 Acknowledgments
First, we would like to thank TradingView & PineCoders for this fantastic platform and technology.
We are also very grateful to our loyal trading community for constantly supporting our efforts.
We are looking forward to continuously improving this indicator for you.
DAYOFWEEK performance1 -Objective
"What is the ''best'' day to trade .. Monday, Tuesday...."
This script aims to determine if there are different results depending on the day of the week.
The way it works is by dividing data by day of the week (Monday, Tuesday, Wednesday ... ) and perform calculations for each day of the week.
1 - Objective
2 - Features
3 - How to use (Examples)
4 - Inputs
5 - Limitations
6 - Notes
7 - Final Tooughs
2 - Features
AVG OPEN-CLOSE
Calculate de Percentage change from day open to close
Green % (O-C)
Percentage of days green (open to close)
Average Change
Absolute day change (O-C)
AVG PrevD. Close-Close
Percentage change from the previous day close to the day of the week close
(Example: Monday (C-C) = Friday Close to Monday close
Tuesday (C-C) = Monday C. to Tuesday C.
Green % (C1-C)
Percentage of days green (open to close)
AVG Volume
Day of the week Average Volume
Notes:
*Mon(Nº) - Nº = Number days is currently calculated
Example: Monday (12) calculation based on the last 12 Mondays. Note: Discrepancies in numbers example Monday (12) - Friday (11) depend on the initial/end date or the market was closed (Holidays).
3 - How to use (Examples)
For the following example, NASDAQ:AAPL from 1 Jan 21 to 1 Jul 21 the results are following.
The highest probability of a Close being higher than the Open is Monday with 52.17 % and the Lowest Tuesday with 38.46 %. Meaning that there's a higher chance (for NASDAQ:AAPL ) of closing at a higher value on Monday while the highest chance of closing is lower is Tuesday. With an average gain on Tuesday of 0.21%
Long - The best day to buy (long) at open (on average) is Monday with a 52.2% probability of closing higher
Short - The best day to sell (short) at open (on average) is Tuesday with a 38.5% probability of closing higher (better chance of closing lower)
Since the values change from ticker to ticker, there is a substantial change in the percentages and days of the week. For example let's compare the previous example ( NASDAQ:AAPL ) to NYSE:GM (same settings)
For the same period, there is a substantial difference where there is a 62.5% probability Friday to close higher than the open, while Tuesday there is only a 28% probability.
With an average gain of 0.59% on Friday and an average loss of -0.34%
Also, the size of the table (number of days ) depends if the ticker is traded or not on that day as an example COINBASE:BTCUSD
4 - Inputs
DATE RANGE
Initial Date - Date from which the script will start the calculation.
End Date - Date to which the script will calculate.
TABLE SETTINGS
Text Color - Color of the displayed text
Cell Color - Background color of table cells
Header Color - Color of the column and row names
Table Location - Change the position where the table is located.
Table Size - Changes text size and by consequence the size of the table
5 - LIMITATIONS
The code determines average values based on the stored data, therefore, the range (Initial data) is limited to the first bar time.
As a consequence the lower the timeframe the shorter the initial date can be and fewer weeks can be calculated. To warn about this limitation there's a warning text that appears in case the initial date exceeds the bar limit.
Example with initial date 1 Jan 2021 and end date 18 Jul 2021 in 5m and 10 m timeframe:
6 - Notes and Disclosers
The script can be moved around to a new pane if need. -> Object Tree > Right Click Script > Move To > New pane
The code has not been tested in higher subscriptions tiers that allow for more bars and as a consequence more data, but as far I can tell, it should work without problems and should be in fact better at lower timeframes since it allows more weeks.
The values displayed represent previous data and at no point is guaranteed future values
7 - Final Tooughs
This script was quite fun to work on since it analysis behavioral patterns (since from an abstract point a Tuesday is no different than a Thursday), but after analyzing multiple tickers there are some days that tend to close higher than the open.
PS: If you find any mistake ex: code/misspelling please comment.
VOLUME HIGHLIGHTER PANEL (CUSTOM) [MaestroTrader]█ OVERVIEW
Volume highlighter panel provides volume insights to identify gradual increase or drop in volume or sudden volume urge that exceeds daily threshold.
It helps to determine the price behavior of the underlying Index/stock to make informed decisions while trading.
█ FEATURES
a) Displays Live SMA (20) Volume with color code. SMA Cells turns green if consecutive bar volume increases.
b) Live Volume Cell in table turns green if the volume is above average and turns red vice versa.
c) Threshold volume label appears when volume crosses the daily threshold limit.
Differences with the built-in version
This variation displays volume panel with additional volume insights for quick entry/exits.
█ SETTINGS
• Highlight Panel a) Configure Daily Volume Threshold b) configure Market session time c) Toggle highlighter on/Off d) Toggle Time on/Off (off) displays for whole period
• Volume Panel a) Configure SMA b) configure volume bar criteria c) configure Panel Display Location d) Toggle Volume Panel on/Off
█ IMPORTANT
Price always moves from trending to trading phase. Volume in Trending phase is generally high compared to volume in sideways phase. You need to identify the right volume threshold in each of the trading phases and change the settings accordingly.
█ BANKNIFTY /NIFTY VOLUME SETTINGS
BANKNIFTY - 3 MIN -50K volume
NIFTY - 3 MIN 125 K volume
Thanks to OSPL Siva for Nifty/Bank Nifty volumes. These volumes differ from trending phase & consolidation phase so adjust the threshold settings accordingly.
█ THANKS
Thanks a lot to Pine Team for this new great feature table & ‘ format. Volume ’ ! Thanks to @author=LucF, for the 'volume' logic.
█ DISCLIAMER
Indicator is built for educational purposes. Please test it thoroughly before you start using it.
You are free to use the code, please share the credit for reuse.
Hope - All these features help you get quick insights of the price movement to take the informed trades.
Happy Trading !!
Z-Score TWAP BasisCONCEPT
Z-Score TWAP Basis shows the basis between spot and perpetual contracts, with the integration of the Z-Score algorithm.
FEATURES
In addition to the usual TWAP basis, the indicator uses the Z-Score.
Net VolumeNet Volume, or NV in short, is a cumulative volume indicator similar to OBV and A/D. Though it might look similar to these two indicators (especially A/D), rest assured it's better and more accurate than both. What it basically does, is dividing the volume session into buyers and sellers volumes; then subtracts former from the latter and adds the result to previous session's net volume (In the script, these two intermediate volumes are not calculated and only the subtraction is formulated in an integrated form).
Another important difference between NV and A/D indicator, is that it brings price gaps into account. That's why it requires next session's open price to calculate current session's NV. What it actually mean is that the price gap, in either direction, is the result of the traders' efforts in respective direction in previous session, as if the current session closes where next session opens.
Simple and Sinister Scalp BotThis is a dollar cost averaging bot with additional buy algo to ensure you are buying support levels on the time period of your chart.
Signals Generated Based On
RSI
Volume
Cost Basis
Simple Moving Averages
It buys when there is a signal to buy and requires that the price is below your cost basis.
The bot is smart enough to track number of open signals and cost basis.
It features a safety shut off feature based on simple moving averages. This prevents you from opening new trades during market declines. The options are
No Filter
Safe
Safer
Safest
This does not generate a signal to sell based on an algorithm. This generates a sell signal based on your cost basis and open entries. It will not generate a sell signal unless it hit your target profit. The script will continue to DCA down until you are out of the hole. You can configure the Take Profit from the options menu.
The script generates labels in realtime and calculates current position profit and what your profit would have been if you used the bot from the start of the year with the settings set as they are in the options menu.
Authors Notes:
This was designed to work for both stocks and crypto.
Best time period to use it on varies depending on the ticker. Because it displays how much profit would be made in realtime, please adjust the settings/chart period and see what settings work best for that stock/crpto symbol. Please note that past performance does not dictate future results.
BankNifty - VWAP + StdDev Bands- By Default the script draws Daily VWAP for Bank Nifty based on Futures Volume or underlying Index Stocks based on user input
- Optionally one may Anchor it to Week/Month etc or anchor it from a particular Time.
- It also draws 3 Standard Deviation Bands from the VWAP based on User Input.
- Optionally draws Previous VWAP Close for and Bullish or Bearish Move.
- It works with NIFTY 50 as well but only using Futures Volume(Pine limitation to number of security calls) . Please change the Symbol and Futures Volume symbol to "NSE:NIFTY" and "NSE:NIFTY1!" NSE:BANKNIFTY NSE:NIFTY
Cumulative Volume DeltaA Cumulative Volume Delt a approach based on the Bull and Bear Balance Indicator by Vadim Gimelfarb published in the October 2003 issue of the S&C Magazine.
Adjust the length of the moving average according to your needs (Symbol, Timeframe, etc.)
nonoiraq indicator it's very strong i edit this indicator to connect it with my bot to auto trading and he take the info from the volume, so when he is give me a single the bot take just 0.50% to 1% for 3 - 5 trade in day and this perfect, if u use a manual trading this indicator can reach to from 10% to 80% in some point .
the indicator have 3 line
(Red , Purple, Yellow)
1- The yellow line it's high sensitivity this mean it's when rich to the -3 or 3 you can open the order when the bar is close and the signal be sure
and u need to watch the your order because in some case he is reach to 0.30% to 2% and the price reflected to loss and when you wait the price reflected to but my advice you take profit and close the order directly.
2- The purple circles it's medium sensitivity this mean when the purple hit the 2.5 or 3 from down or up in indicator with yellow line you open the order when bar close and the signal is be sure , like example in the photo
3- The red circles it's low sensitivity and this one when reach to 3.0 with any line (yellow or purple) you open directly short or long , like the example in the photo
i am sorry for my english it's not very good
please support me to share other idea or script
Weighted Harrell-Davis Quantile Estimator with AbsoluteDeviation
QUANTILE ESTIMATORS
Weighted Harrell-Davis Quantile Estimator with Absolute Deviation Fences.
DISCLAIMER:
The Following indicator/code IS NOT intended to be a formal investment advice or recommendation by the author, nor should be construed as such. Users will be fully responsible by their use regarding their own trading vehicles/assets.
The following indicator was made for NON LUCRATIVE ACTIVITIES and must remain as is, following TradingView's regulations. Use of indicator and their code are published for work and knowledge sharing. All access granted over it, their use, copy or re-use should mention authorship(s) and origin(s).
WARNING NOTICE!
THE INCLUDED FUNCTION MUST BE CONSIDERED FOR TESTING. The models included in the indicator have been taken from open sources on the web and some of them has been modified by the author, problems could occur at diverse data sceneries, compiler version, or any other externality.
Purpose:
Weighted Quantiles or <> are quite difficult to find on must systems, also it's non-weighted approach are rarely used to estimate the location parameter of price distribution WICH IS NOT NORMAL, all this in favour of it's non-robust counterpart, the Arithmetic rolling Mean or <> and it's weighted variants like the WMA, VWAP, etc.
Also, a big drawback from this is that must statistics derived from Normal-Distribution parameter location (the Mean) definitely will not fit for an efficient, nor robust estimation for price distributions, so their moments like the standard deviation, kurtosis, skewness, etc. will not be the better tools to build derived algorithms or technical indicators among price/volume.
In an effort searching better statistical tools for price distributions, I found the excellent work of Andrey Akinshin that took me to port some of their Math research contributions for the compute benchmarking field , and bring it here at the TradingView ecosystem to take a shot at the price distribution crazy fields. For a better detail of what the weighted Harrell-Davis Quantile Estimator can do, who better than drink directly from the source at References:
References:
Weighted Quantile Estimators.
DoubleMAD outlier detector based on the Harrell-Davis quantile estimator.
Unbiased median absolute deviation based on the Harrell-Davis quantile estimator.
Quantile confidence intervals for weighted samples.
Licensing:
This work is licensed under a Attribution-NonCommercial-ShareAlike 4.0 International Copyright (c) 2021 (CC BY-NC-SA 4.0)
Copyright's & Mentions:
The Gamma Functions & Beta Probability Density Functions C# implementations by the Math.NET Numerics, part of the Math.NET Project.
The Regularized Incomplete (Left) Beta Function C# implementation by the SAMTools, htslib project.
The Weighted Harrell-Davis Quantile estimator ; C# & R implementations by Andrey Akinshin.
External PineScript code, methods, support & consultancy by @PineCoders staff with special mention for:
+ "ma sorter ('sort by array' example)- JD" by @Duyck.
+ Porting, mods, compilation and debugging for this script by @XeL_Arjona for the TradingView's @PineCoders community.
Aggregated VolumeBITSTAMP:BTCUSD
This indicator aggregates trading volume data of assets which are traded on multiple exchanges (like cryptocurrencies, commodities, forex and derivatives) to give you better insights on the markets.
You can change the markets from which the indicator gathers data in the settings under inputs.
By default, data is aggregated from the following markets:
Binance, BTC /USDT
Binance, BTC /BUSD
Bitfinex, BTC /USD
Coinbase, BTC /USD
Bingbon, BTC /USD
Bitstamp , BTC /USD
Kraken, XBT/USD
Gemini, BTC /USD
OkeX, BTC /USDT
Huobi, BTC /USDT
Volume Level with AlertThis script is made by Bollinger Bands and Volume , BB is using customize setting to filter the surge volume.
Good to use in Cryptocurrency
When Volume Breakout and price is drop, chance to collect at lower price
Try to find out Price * Volume Divergence , a best entry point with low risk
[FTA] Curvature of MeniscusIntroduction:
Curvature of Meniscus is a hybrid indicator comprised of three parts:
1. The first part is a heavily modified Demarker RSI which is represented as the histogram and is the main trend indicator C1 .
2. The second part is the 0 line which is replaced by the Waddah Attar Explosion V2 indicator C2 .
3. The third part is the background color which is borrowed from the Klinger Safety Zones volume indicator Vol .
It is smooth and has almost zero lag.
The signals can be used as per nnfx C1-C2-Vol algorithm.
The DeMarker indicator is relatively unknown to trading beginners but enjoys huge support from the more experienced traders. The indicator measures the strength of a trend and thus can give you a warning when a change in the trend direction might occur. This can not only help you to find new trade entries but also prevent you from entering into losing trades or letting your open trades run and ultimately result in a loss.
The line of the indicator is calculated as follows: First the indicator finds the minimal and the maximal value of the specified period. Afterwards those values are used to calculate the moving average of these values which then is displayed in the chart. Just like most oscillators the DeMarker indicator uses oversold and overbought zones at 0.3 and 0.7 to define good entry opportunities.
The "Curvature of Meniscus" indicator has the DeMarker indicator/RSI modified in three different ways:
1. Smoothed and almost no-lagged;
2. Colored histogram to determine the trend and the divergences;
3. An early signal line for those who like to take counter-trend trades/reversal entries.
Play with the settings and let me know what you think about this new hybrid!
Trade Vertex - Bank Nifty Volume IndicatorNSE:BANKNIFTY
We all know that the value of an Bank Nifty is derived from top banking sector underlying stocks.
The value of Bank Nifty is calculated from free float market capitalization.
Using the same formula, I made an indicator on the bases of weighted volume of each stock.
This indicator will help you to plot Volume on Bank Nifty.
Welkin Advanced Volume Study (for VSA)This is a translation of Welkin's Advanced Volume Study Indicator originally written for ThinkOrSwim. This version is simpler than Welkin's and attempts to streamline that basic functionality for beginners to Volume Spread Analysis.
This can be used to replace the built-in volume bar with a more advanced version that is designed to facilitate Volume Spread Analysis. The basic idea is to clearly call out areas of high and low volume that help a trader determine where to "Smart Money" may be attempting to move the market. Volume is an incredible powerful tool for the retail trader; learn how to use it.
Grey bar are Below Average volume .
Blue bars are Average Volume , from a 20sma of volume .
Orange bars are 2-sigma (or 2 standard deviations) above average.
Magenta bars are 3-sigma (3 standard deviations) above average.
The plotted lines represent these levels.
Yellow bars have relatively higher volume compared to the previous bar.
The study can also apply these same colors to the price candles themselves, as well as showing buying and selling pressure of the volume bars.
Welkin Advanced Volume Overlay (for VSA)This is a PineScript translation of Welkin's Advanced Volume Indicator Overlay, originally written for ThinkOrSwim. This tool is designed to facilitate Volume Spread Analysis (VSA) by highlighting areas of above average volume alongside price movement.
This indicator does two things:
1. Plots lines that extend from candles of above average, high, and very high volume.
2. Colors in candles with colors indicating volume levels (when "Paint Candles With Volume Colors" is enabled).
Blue lines mark candles with Average volume, based on a 20 SMA.
Orange lines mark 2-sigma (2 times standard deviations higher) volume.
Magenta lines mark 3-sigma (3 times standard deviations higher) volume.
When enabled, gray colored candles indicate below average volume.
Yellow candles indicate volume that is relatively higher than the previous candle, default is 1.25x.
Volume Play This is going to be my first published indicator on Trading View. Thanks for TradingView for providing us this great platform And thanks for all of those who helps me to built this indicator and share there ideas.I cannot mention everyone name here believe me that list going to be huge.Everyone’s idea and help is much appreciated.This is how our TradingView community is growing day by day with kindness and knowledge. Every time I take so much from community in form knowledge that every time somewhere I feel that I also need to do something for community and finally day arrived .A gift from my side to community.A gift of indicator-VOLUME PLAY
This volume based indicator has High Relative Volume bar Background, Low Relative Volume bar background ,Volume Labels of Buying volume, Selling volume and Total volume count with percentage, Highest Volume in Percentage and Highest 5x volume count and 10x volume count of bar.Plus I have did column scaling to take Down pan input so you can switch pane or add in existing pane without any major problem And all this works on any time frame. Isn’t it good idea?
This indicator displays the volume of each session in a similar manner of the default volume indicator.However it add on the last bar Green and Red bar colours. Green means buying is more than selling and Red means selling is more than buying.On top of Some bar If number appears That means that’s volume is highest multiple volume of 5 and if number appears with label means highest multiple volume of 10.So simple without label volume counts means 5x and with label means 10x.
Now some of bars has background colour of Mint green , Pastel red and White.That’s highlight high relative volume bars with a highly buying activity range in Green and high relative volume bars with a highly selling activity range in Red And white background is low relative volume for that timeframe bar.
I am kind of person who don’t keep show indicator value enable all time.So it’s come in mind why not plot this values without enabling it.So I decided to show this values of buying, selling and total volumes on top near middle pane.Interesting thing is that I made a label with the help of pine script Table feature.Thanks a lot to Pine Team to add this new great feature! It’s great alternative for labels feature.Because of this feature I am able to locate buying, selling and total volume at right place where in most of scenario it will adjust.
Please note that all values are estimate.It’s not accurate.I show volumes in K,M form.Plus with volume I also try to show Buying And Selling volume in percentage form to get rough idea about what’s going on in instrument.Idea is to get better view of volume by splitting it into Buying , Selling and Total volume.This allows you to see are the bulls or bears in-control in relation to the overall Volume.
By default this indicator overlay is false but you can move this indicator pane to existing upper or lower pane.It will help to save space as well.If combine with two indicator at same pane then it will create two value scale at right side.So you will not loose any indicators values.By default I used 50% of vertical space in indicator scale factor.
I tried to make this indicator as accurate as inbuilt volume indicator with added extra feature.The main aim of indicator to get Idea of volume role in that symbol with that specific timeframe.Result might not be accurate but I expect somewhat nearby to accurate.
Kept source code open purposely for learners of pine script. Please avoid misuse or selling of this indicator.Remember Sharing Is Caring. If someone has suggestions or any addition then please comment below.Wishing you all abundance of health, wealth, and prosperity.
After all its all about VOLUME PLAY.
Disclaimer:-This indicator is not meant for buy or sell signals.This post and the script don’t provide any financial advice. This indicator/code IS NOT intended to be a formal investment advice or recommendation by the author, nor should be construed as such. Users will be fully responsible by their use regarding their own trading vehicles/assets.
MAIQ Volume Trend IndicatorUses Volume and current outstanding shares float to calculate a ratio to determine if a price trend is occuring.
Baz: Relative VolumeThis script is for Relative Volume Percentage.
Lookback Period is the average period to include compare with current bar.
RVOL multiplier is the threhold % for relative volume. (In Color)
I have enabled coloring for different bar which let user easy to determine BUY or SELL Relative Volume
RELATIVE VOLUME
BUY - BLUE
SELL - RED
Can be used in smaller timeframe for intraday.
Market Share AnalysisHOW THIS INDICATOR WORKS
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I've been working on this new indicator to compare, for example, BTCUSD with it's market share or market dominance.
Market Share is the Coin's market cap divided by Total Market Cap. For example, Bitcoin Market Share is currently sitting around 45.7 %
Meaning, Bitcoin is around 45% of the total market of cryptocurrencies.
This indicator has different configurations you should pay attention.
1- Output:
- Market Share Change: this is the percentage change for market share from bar to bar moving up and down from a central line.
- Market Share: this is the close price from the market share symbol selected above.
2- Highlight:
- Divergences: Divergences shows the moment when the price rises and the dominance decreases or vice-versa. Divergences has extra config parameters (explained below).
- Rising/Decreasing: This plots a background red color when the market share price is below its MA(20) line and green background when it's above this line.
3- Show Abnormal signs:
This will print a plus sign in the market share chart when the market dominance rises or decreases too fast (Try changing StDev from 2.0 to 3.0)
4- Divergences:
Divergences has extra config parameters. For example, we want the price to rise or decrease 1% to show a divergence with the market share. Otherwise, it's not as important for us. Also, we can accept to consider an abnormal volume in the divergence or not.
HOW CAN WE INTERPRET THIS INFORMATION
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I've noticed when bitcoin rises in market share, it's doing or it's preparing for a Big Move. Usuallyl altcoins are dumping and Bitcoin gains the main attention. Best place to be is BTC.
I've also noticed when USDT.D dominance rises, means a big dump is happening or it's close to happen. The capital flow from different coins to Tether.
I have also observed the Bitcoin dominance divergences show us the moments of panic sell in the market. During those moments of extremely selling pressure, the capital flows from Alts to BTC again gaining market share when the price is dropping hard.
MORE INFO
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This indicator allow us to change the symbol to any other like for example ETH.D. I encourage you to go to ETHUSD pair from your favorite exchange in 4H time-frame and change the symbol from this indicator to match ETH.D to have the Ethereum Market share to compare one next to each other.
You're going to find amazing divergences and rising/decreasing moments. Also, try looking at ETHBTC, and then check for ETH.D dominance. Amazing divergences will appear. I hope these are good signs for you too.
To reference any other symbol rather than BTC.D you can easily change the symbol to any other option like:
BTC.D => Ethereum Market Share
ETH.D => Ethereum Market Share
XRP.D => XRP Market Share
All these tickers are from CRYPTOCAP. So the correct ticker name would be for example: CRYPTOCAP:BTC.D to have the Bitcoin Market Dominance calculated by Trading View.
If you like the indicator, please like and comment below.
Good trades!
