MW Volume ImpulseMW Volume Impulse
Settings
* Moving Average Period: The moving average period used to generate the moving average line for the bar chart. Default=14
* Dot Size: The size of the dot that indicates when the moving average of the CVD is breached. Default=10
* Dot Transparency: The transparency of the dot that indicates when the moving average of the CVD is breached. Default=50
* EMA: The exponential moving average that the price must break through, in addition to the CVD moving
* Accumulation Length: Period used to generate the Cumulative Volume Delta (CVD) for the bar chart. Default=14
Introduction
Velocity = Change in Position over time
Acceleration = Change in Velocity over time
For this indicator, Position is synonymous with the Cumulative Volume Delta (CVD) value. What the indicator attempts to do is to determine when the rate of acceleration of buying or selling volume is changing in either or buying or selling direction in a meaningful way.
Calculations
The CVD, upon which these changes is calculated using candle bodies and wicks. For a red candle, buying volume is calculated by multiplying the volume by the spread percentage of the average of the top and bottom wicks, while Selling Volume is calculated multiplying the volume by the spread percentage of the average of the top and bottom wicks - in addition to the spread percentage of the candle body.
For a green candle, buying volume is calculated by multiplying the volume by the spread percentage of the average of the top and bottom wicks - plus the spread percentage of the candle body - while Selling Volume is calculated using only the spread percentage average of the top and bottom wicks.
How to Interpret
The difference between the buying volume and selling volume is the source of what generates the red and green bars on the indicator. But, more specifically, this indicator uses an exponential moving average of these volumes (14 EMA by default) to determine that actual bar size. The change in this value indicates the velocity of volume and, ultimately, the red and green bars on the indicator.
- When the bar height is zero, that means that there is no velocity, which indicates either a balance between buyers and sellers, or very little volume.
- When the bar height remains largely unchanged from period to period - and not zero - it means that the velocity of volume is constant in one direction. That direction is indicated by the color of the bar. Buyers are dominating when the bars are green, and sellers are dominating when the bars are red.
- When the bar height increases, regardless of bar color, it means that volume is accelerating in a buying direction.
- When the bar height decreases, regardless of bar color, it means that volume is accelerating in a selling direction.
The white line represents the moving average of the bar values, while the red and white - and green and white - dots show when the moving average has been breached by the Cumulative Volume Delta value AND the price has broken the 7 EMA (which is user editable). As with most moving averages, a breach can indicate a move in a bearish or bullish direction, and the sensitivity can be adjusted for differing market conditions
Other Usage Notes and Limitations
For better use of the signal, consider the following,
1. Volume moving below the moving average can indicate that the volume may be ready to exit an overbought condition, especially if the bars were making lower highs prior to the signal - regardless of bar color.
3. Volume moving above the moving average can indicate that the volume may be ready to exit an oversold condition, especially if the bars were making higher lows prior to the signal - regardless of bar color.
Additionally, a green dot that occurs with a positive (green) Cumulative Volume Delta can indicate a buying condition, while a red dot that occurs with a negative (red) Cumulative Volume Delta can indicate a selling condition. What this means is that buying or selling momentum briefly went against the direction of buying or selling Cumulative Volume Delta , but was not strong enough to change the buying or selling direction. In cases like this, once the volume begins to accelerate again in the direction of the buying or selling volume - indicated by a red or green dot - then the price is more likely to favor the direction of the Cumulative Volume Delta and its corresponding acceleration.
Although a red or green signal can indicate a change in direction, this script cannot predict the magnitude or duration of the change. It is best used with accompanying indicators that can be used to confirm a direction change, such as a moving average, or a supply or demand range.
Volumedelta
CVD+ - Multi Symbol Cumulative Volume DeltaEdit of TradingView's LTF CVD
TradingView's CVD is already the most accurate CVD on the platform because of the LTF data. The purpose of the edit is to provide the ability to compare volume flow between multiple exchanges, futures & spot, multiple symbols or any other potential use case. All in single layout or even a single pane.
Added features:
- Option to manually select a symbol from which to calculate the LTF CVD
- Option to normalize the selected symbol's CVD to the chart's symbol's CVD (Useful when you want to compare futures and spot on the same pane)
- Label that displays the selected symbol's name and exchange
- Changed presets to plot the CVD line as the predetermined option
All of TV's original features remain the same.
Volume Suite - By Leviathan (CVD, Volume Delta, Relative Volume)Volume Suite is an all-in-one script that includes several volume-based indicators such as CVD, Volume Delta, Relative Volume, Buy/Sell Volume, Cumulative Relative Volume and more. Additionally, it offers fully customisable appearance and features for improved data visualization, such as highlights for high volume activity, small price changes with high volume, or large price changes with low volume and more.
Data available in version 1:
- Volume Delta
Volume Delta is the net difference between Buy Volume and Sell Volume at a given bar. Positive Delta indicates that Buy Volume > Sell Volume, while Negative Delta means that Sell Volume > Buy Volume. As there is not way to get tick data on Tradingview, calculating Volume Delta is improvised by using the direction of lower timeframe candles and their volume.
- Cumulative Volume Delta (CVD)
CVD is a running total/cumulation of Volume Delta values, where positive VD gets added to the sum and negative VD gets subtracted from the sum. It can be used for trend strength analysis, divergence strategies, sentiment, etc.
- Buy/Sell Volume
Buy and Sell Volume provides an insight into volume activity in a given bar by estimating the buying/selling volume based on the direction of lower timeframe candles and their volume.
- Relative Volume
Relative Volume is used to compare current trading volume to past trading volume over a given period. For instance, a relative volume of 1.0 indicates that volume is at an average level, while a relative volume of 2.0 suggests that the volume is twice as high as the average.
- Cumulative Relative Volume (CRVOL)
CRVOL is a running total/cumulation of Relative Volume values, where RVOL at close>open gets added to the sum and RVOL at close<open gets subtracted from the sum. It can be used for trend strength analysis, divergence strategies, sentiment, etc.
Alerts, aggregated data and more data sets coming in future updates.
Open Interest Profile [Fixed Range] - By LeviathanThis script generates an aggregated Open Interest profile for any user-selected range and provides several other features and tools, such as OI Delta Profile, Positive Delta Levels, OI Heatmap, Range Levels, OIWAP, POC and much more.
The indicator will help you find levels of interest based on where other market participants are opening and closing their positions. This provides a deeper insight into market activity and serves as a foundation for various different trading strategies (trapped traders, supply and demand, support and resistance, liquidity gaps, imbalances,liquidation levels, etc). Additionally, this indicator can be used in conjunction with other tools such as Volume Profile.
Open Interest (OI) is a key metric in derivatives markets that refers to the total number of unsettled or open contracts. A contract is a mutual agreement between two parties to buy or sell an underlying asset at a predetermined price. Each contract consists of a long side and a short side, with one party consenting to buy (long) and the other agreeing to sell (short). The party holding the long position will profit from an increase in the asset's price, while the one holding the short position will profit from the price decline. Every long position opened requires a corresponding short position by another market participant, and vice versa. Although there might be an imbalance in the number of accounts or traders holding long and short contracts, the net value of positions held on each side remains balanced at a 1:1 ratio. For instance, an Open Interest of 100 BTC implies that there are currently 100 BTC worth of longs and 100 BTC worth of shorts open in the market. There might be more traders on one side holding smaller positions, and fewer on the other side with larger positions, but the net value of positions on both sides is equivalent - 100 BTC in longs and 100 BTC in shorts (1:1). Consider a scenario where a trader decides to open a long position for 1 BTC at a price of $30k. For this long order to be executed, a counterparty must take the opposite side of the contract by placing a short order for 1 BTC at the same price of $30k. When both long and short orders are matched and executed, the Open Interest increases by 1 BTC, indicating the introduction of this new contract to the market.
The meaning of fluctuations in Open Interest:
- OI Increase - signifies new positions entering the market (both longs and shorts).
- OI Decrease - indicates positions exiting the market (both longs and shorts).
- OI Flat - represents no change in open positions due to low activity or a large number of contract transfers (contracts changing hands instead of being closed).
Typically, we monitor Open Interest in the form of its running value, either on a chart or through OI Delta histograms that depict the net change in OI for each price bar. This indicator enhances Open Interest analysis by illustrating the distribution of changes in OI on the price axis rather than the time axis (akin to Volume Profiles). While Volume Profile displays the volume that occurred at a given price level, the Open Interest Profile offers insight into where traders were opening and closing their positions.
How to use the indicator?
1. Add the script to your chart
2. A prompt will appear, asking you to select the “Start Time” (start of the range) and the “End Time” (end of the range) by clicking anywhere on your chart.
3. Within a few seconds, a profile will be generated. If you wish to alter the selected range, you can drag the "Start Time" and "End Time" markers accordingly.
4. Enjoy the script and feel free to explore all the settings.
To learn more about each input in indicator settings, please read the provided tooltips. These can be accessed by hovering over or clicking on the ( i ) symbol next to the input.
Relative VolumeHello traders,
"There's nothing new on Wall Street" is an age-old saying that still shows its relevance in modern day financial markets; volume still serves as a valuable tool for any trader just as it did for those that came and succeeded before us; in order to succeed in modern day markets one has to take it up a notch and dabble in complicated topics, like math. Now I dunno about you reader but I’m not keen on sitting around all day just to watch numbers on a screen; it’s pretty important to add some color into your life before it becomes dull but how can someone add colors into their trading toolkit as an aid rather than bother? With a bit of help from 3 other amazing open-source indicators you too can become a statistics enjoyer by combining math and colors to make pattern recognition much more intuitive and offering more peace of mind when trading. “Sir but how?”, glad you didn’t ask, it helps with simplifying statistics, in this case a Gaussian bellcurve
“HUH?”, you say? Alright class, Gaussian bellcurves for math dislikers 101 is in session
- Imagine that we have a bunch of numbers that we want to graph. We could just draw a line and plot the numbers on it, but that might not be very interesting.
- Instead, we can use the shape of a bell to show how many of each number we have.
- Let's say we have a lot of people and we want to graph how tall they are. We would start by making a line from the shortest person to the tallest person, and then we would draw the bell shape around the line.
- The bell shape is called a "Gaussian Bell Curve," and it shows us how many people are a certain height.
- In the middle of the bell, where it's the widest, we have the most people who are about average height. As we move to the sides of the bell, the curve gets lower because there are fewer people who are really tall or really short.
The bell curve discussed is the main idea for the candle coloring component of this indicator as being able to analyze the distribution of an entire dataset, in this case volume, can alert us when volume/participation in the market is away from its average using color, and therefore an opportunity could be present. Fair warning, it’s important to not strictly focus on volume as volume is meant to be confluence to the current structure of the market rather than causing tunnel vision.
Why 3 indicators to combine?
It starts with the RVOL by Mik3Christ3ns3n indicator as the backbone by calculating the average volume over a specified period of time, and then compares each new volume value to this average to determine whether it is above or below the average. The indicator then normalizes the volume data and calculates the z-score/standard deviation to determine whether the volume is within normal range or is an anomaly beyond a specified threshold which can also be set into an alert to aid in eyeing possible opportunities.
The code also includes Candle Coloring by Morty as it calculates a function to get the z-score for the size of the candle's body, and then compares it to the z-score for volume to determine whether the body size is a factor in the price action.
Finally, the code plots the anomalies and the normalized volume data on the chart using the first RVOL indicator mentioned, and colors the bars of the chart based on whether they are within normal range or are anomalies which comes from using code from veryfid's relative volume indicator.
Overall, this custom technical indicator is best used to identify unusual changes in trading volume, which may indicate potential price movements in the underlying.
How about some examples?
This first example is for my scalpers wanting to get in and out but not having much of an idea where or let alone how; using a tool like VWAP can be great for determining the area value to execute mean reversion trades once a speculator spots a colored candle anomaly at standard deviation band. Works best when VWAP is flat as it signals lack of conviction from both bulls and bears
This second example is for my fire and forget intraweek swing traders who want to execute a higher timeframe trend-following bias. A speculator starting 2023 off notices that the negative sentiment around Binance from late last year has quieted down and has conviction in upside after BTC began an uptrend as monthly VWAP (right chart) has began sloping up as well as a rally with momentum shown with the blue colored candle so the trader waits wait for a pullback for entry. On the chart to the left of the 4H the speculator notices a pullback into the area of interest to do business so a limit bid is left to enter for continued upside in Bitcoin through January 2023 just by keeping things simple
That’s really the main purpose of this indicator: simplicity of statistics for confluence using volume
Volume precedes price and price moves only for narrative to follow- why wait for your subjective Twitter timeline to give you a biased narrative to trade when you can use objective analysis by combining statistics and colors to allow for a cleaner execution process
“But what about risk management?” Glad you didn’t ask reader!
One last example then, we meet our trend following trader again feeling euphoric so they know profit taking season is coming soon but wants to leave emotion out of it. How to go about it? Same idea as our last trend following example: we see on the 4h chart to the right side shows Bitcoin lose and trade back within the 2nd standard deviation of quarterly VWAP which is telling our speculator that the uptrend has broken on top of which notices on the 30 minute chart on the left that aggressive market buyers have been steadily absorbed by limit sellers on multiple occasions of retesting 30,500 shown with the green colored candles and volume bars below, time to sell.
Turns out that selling was proactive risk management because price dumped thereafter
Hope this explanation gave you some useful insights on using statistics as colors from cherrypicked examples, remember that just because my examples are cherrypicked doesn’t invalidate these concepts at all as the market only does two things, initiate aggressive auctions and respond passively to auctions. This tool makes for seeing where that initiative aggressive activity is happening much simpler to deduce if others will respond to an anomaly of initiative aggressive activity or if the aggression will continue.
If there’s just one thing you take from this- simplicity above all, cheers and good luck
Tape (Time and Sales)OVERVIEW
This indicator is a synthesized "Tape" (aka. Time and Sales) from real time market data. It's specifically designed to be performant, expediting trading insights and decisions.
The table contains color-coded price action, volume size, and a timestamp data for each chart update. Because chart updates are independent of exchange orders, 1 chart update may combine more than 1 exchange and/or order. Even so, you're able to see very small and fast order flow changes, made possible by measuring real time volume differentials, and correlating them with price action.
Real time volume differentials are required for this indicator to be most useful. This is not ideal for historical analysis or TradingViews Replay feature.
INPUTS
You can can configure:
Table Position and Text Size
The Timestamp (visibility, format, timezone)
The number of lines to print
Volume Parameters (minimum size, large sizes, decimal precision)
Highlighting and Enlarging large sized prints
All the colors
DEV NOTES
This script illustrates:
The complimentary nature of loops and arrays
A method for iterative table management
Ectopic Bar by Moti RakamEctopic Bar is an indicator that highlights a pin-bar candle that has divergence in it's shape and volume delta. To find volume delta, code of standard Up/Down volume indicator has been used.
PIN BAR : pin bar are marked by using Close Range option parameter. Default value is set to 0.35 which implies any candle that closes in the 35% of its high/low will be considered a pin bar (of course the code also ensures that rest of the bar body is only a wick).
HOW IT WORKS:
Up/Down volume variables "Up Volume" and "Down Volume" are checked against the shape of the pin bar to find an ectopic situation. For example, if a bullish pin bar candle (a bullish hammer) has more sell volume than buy volume, that's an ectopic situation. The bullish hammer shows a buying push from the bottom of the wick, instead the up/down volume indicator shows there were more sell orders than buy orders. Hence the ectopic situation. Similarly, an inverted hammer (a bearish hammer) in general should have more sell volume, but instead if it has more buying volume, the indicator highlights it as an ectopic bar.
Ectopic Bars are painted in yellow colour.
Up/Down Volume + DeltaThis simple script is a modification of Tradingview's Up/Down Volume. In this case the delta between the buys and sells is plotted in columns style above the regular up/down volume columns. This gives a better visual of the dominant volume and is useful to spot divergences in tops and bottoms.
The indicators uses data from lower timeframe volumes. By default the lowest timeframe it will use is 1m, but for those that have a premium account you can try using a custom LTF set to seconds when scalping on the 1m chart.
Enjoy :)
Delta Ladder [Kioseff Trading]Hello!
This script presents volume delta data in various forms!
Features
Classic mode: Volume delta boxes oriented to the right of the bar (sell closer / buy further)
On Bar mode: Volume delta boxes oriented on the bar (sell left / buy right)
Pure Ladder mode: Pure volume delta ladder
PoC highlighting
Color-coordinated delta boxes. Marginal volume differences are substantially shaded while large volume differences are lightly shaded.
Volume delta boxes can be merged and delta values removed to generate a color-only canvas reflecting vol. delta differences in price blocks.
Price bars can be split up to 497 times - allowing for greater precision.
Total volume delta for the bar and timestamp included
The image above shows Classic mode - delta blocks are oriented left/right contingent on positive/negative values!
The image above shows the same price sequence; however, delta blocks are superimposed on the price bar. Left-side blocks reflect negative delta while right-side blocks reflect positive delta! To apply this display method - select "On Bar" for the "Data Display Method" setting!
The image above shows "Pure Ladder" mode. Delta blocks remain color-coordinated; however, all delta blocks retain the same x-axis as the price bar they were calculated for!
Additionally, you can select to remove the delta values and merge the delta boxes to generate a color-based canvas indicative of volume delta at traded price levels!
The image above shows the same price sequence; however, the "Volume Assumption" setting is activated.
When active, the indicator assumes a 60/ 40 split when a level is traded at and only one metric - "buy volume" or "sell volume" is recorded. This means there shouldn't be any levels recorded where "buy volume" is greater than 0 and "sell volume" equals 0 and vice versa. While this assumption was performed arbitrarily, it may help better replicate volume delta and OI delta calculations seen on other charting platforms.
This option is configurable; you can select to have the script not assume a 60/ 40 split and instead record volume "as is" at the corresponding price level!
I plan to roll out additional features for the indicator - particularly tick-based price blocks! Stay tuned (:
Thank you!
Cumulative Volume Delta [Aggregated]This Indicator is known as Cumulative Volume Delta (CVD), and it represents the total difference between buying and selling pressure.
This indicator use intrabar analysis to strike a balance between the most straightforward and accurate approaches of computing volume delta.
Intrabar analysis is the most accurate method to determine volume delta on historical bars on our charts when TradingView does not currently have historical tick data available.
What is included in the indicator:
Candle Type CVD
Line Type CVD
Aggregated Data which is derived from different exchanges
● Binance
● Bybit
● OKX
● Delta
● WooNetwork
You can choose between Aggregated Data or Single Data by choice.
Aggregated Data - Gathered Data from multiple exchanges which is summarize and became one.
Single Data - Data on your current chart.
Aggregated Data for CVD is still limited to BTC pair as of the moment. The indicator automatically switches to Single Data Type if the opened chart is not a BTC pair.
Candle Colors are fully customizable just like the Tradingview candle settings.
This indicator is mostly compatible to all Crypto.
NOTE: Most code is derived from my library to keep everything neat and clean.
BTC Net Volume (Spot) (by JaggedSoft, fixed by SLN)• WHAT:
This indicator plots the aggregated net volume delta of BTC spot pairs from 8 exchanges over the last 60 periods (default settings).
Tracks the following pairs:
"BINANCE:BTCUSDT"
"BITFINEX:BTCUSD"
"POLONIEX:BTCUSDT"
"BITTREX:BTCUSDT"
"COINBASE:BTCUSD"
"BITSTAMP:BTCUSD"
"KRAKEN:XBTUSD"
"BITGET:BTCUSDT"
"GEMINI:BTCUSD"
• HOW TO USE:
Used for confirmation when watching futures that can experience quick movements in the form of liquidation-events. If the oscillator is green or trending upward, it's confirming a positive bias. The inverse is true for a negative bias. This is especially true on higher timeframes.
Can also be used to find correlations between different tech-assets.
• NOTES:
I forked JaggedSofts indicator to fix the data-source error it was having. Let me know if you want to customize exchanges or add more pairs, maybe I can add that in the future!
This indicator replaces the outdated alternative linked here : Please only use this one
• LIMITATIONS:
Only tested with normal japanese candlesticks .
• THANKS:
to the creator of this script, JaggedSoft. It's a great indicator!
• DISCLAIMER:
Not financial Advice, use at your own risk.
Aggregated Volume Spot & Futures ⚉ ＯＶＥＲＶＩＥＷ ⚉
The indicator presents a comprehensive approach to Aggregated Volume Data . Works on almost all CRYPTO Tickers!
The script also includes several input parameters that allow the user to control which exchanges and currencies are included in the aggregated data.
This script allows the user to choose from several data display modes, including volume, spot & perp, delta, cumulative delta, and others.
The user can also choose how volume is displayed (in assets, U.S. dollars or euros) and how it is calculated (sum, average, median, or dispersion).
WARNING Indicator is for CRYPTO ONLY.
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Mode — Choose Mode.
• Volume — This displays the Volume
• Volume (Colored) — Shows aggregated volume but applying different volume colors for different exchanges.
• Delta — This displays the difference between the number of sellers and buyers.
• Cumulative Delta — This displays the cumulative delta between sellers and buyers.
• Spot & Perp — Shows Spot and Futures volume at the same time.
• Delta (Spot - Perp) — Shows the difference between Spot and Futures Volume.
• Liquidations — Displays Potential Liquidations. (Calculated between the difference in volume between Futures and Spots)
• OBV — On Balance Volume.
• MFI — Money Flow Indicator.
• Data Type — Choose Single or Aggregated data.
• Single — Show only current Volume.
• Aggregated — Show Aggregated Volume.
Volume By — You can also select how the volume is displayed.
• COIN — Volume in Actives.
• USD — Volume in United Stated Dollar.
• EUR — Volume in European Union.
• RUB — Volume in Russian Ruble.
Calculate By — Choose how Aggregated Volume it is calculated.
• SUM — This displays the total volume from all sources.
• AVG — This displays the average price of the volume from all sources.
• MEDIAN — This displays the median volume from all sources.
• VARIANCE — This displays the variance of the volume from all sources.
* 🡅 Be Careful, Reacts to Every Mode.
Additional features
• Show MA — Show Movieng Average of Volume.
• MA Period — Period of MA.
• Lookback — Lookback period for 'Cumulative Delta' and for 'MFI'.
• Liquidation Filter — Filters out small or negative difference values.
• Show Table — Table shows the current volume of the last candle. Also in the Mode "Colored" shows the color of exchanges if they have volume.
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I don't pretend to be the best choice for calculating CVD , Delta and Liquidations, the calculations are chosen to be optimal from what I have seen and know.
If you have any ideas what to add to my work to add more sources or make calculations cooler, suggest in DM .
Igniting CandlesDisplays (and alerts) abrupt changes in volume, by default it compares previous candle volume to the current one but average volume over custom look-back period can be specified. Simply adjust filter to the volume change (or average volume) required before visual indication and alert will fire.
The theory is that large changes in volume forecast the future movement; certainly combine this indicator with other tools to build a more sound trading plan.
Open Interest Profile (OI)- By LeviathanThis script implements the concept of Open Interest Profile, which can help you analyze the activity of traders and identify the price levels where they are opening/closing their positions. This data can serve as a confluence for finding the areas of support and resistance , targets and placing stop losses. OI profiles can be viewed in the ranges of days, weeks, months, Tokyo sessions, London sessions and New York sessions.
A short introduction to Open Interest
Open Interest is a metric that measures the total amount of open derivatives contracts in a specific market at a given time. A valid contract is formed by both a buyer who opens a long position and a seller who opens a short position. This means that OI represents the total value of all open longs and all open shorts, divided by two. For example, if Open Interest is showing a value of $1B, it means that there is $1B worth of long and $1B worth of short contracts currently open/unsettled in a given market.
OI increasing = new long and short contracts are entering the market
OI decreasing = long and short contracts are exiting the market
OI unchanged = the net amount of positions remains the same (no new entries/exits or just a transfer of contracts occurring)
About this indicator
*This script is basically a modified version of my previous "Market Sessions and Volume Profile by @LeviathanCapital" indicator but this time, profiles are generated from Tradingview Open Interest data instead of volume (+ some other changes).
The usual representation of OI shows Open Interest value and its change based on time (for a particular day, time frame or each given candle). This indicator takes the data and plots it in a way where you can see the OI activity (change in OI) based on price levels. To put it simply, instead of observing WHEN (time) positions are entering/exiting the market, you can now see WHERE (price) positions are entering/exiting the market. This is the same concept as when it comes to Volume and Volume profile and therefore, similar strategies and ways of understanding the given data can be applied here. You can even combine the two to gain an edge (eg. high OI increase + Volume Profile showing dominant market selling = possible aggressive shorts taking place)
Green nodes = OI increase
Red nodes = OI decrease
A cluster of large green nodes can be used for support and resistance levels (*trapped traders theory) or targets (lots of liquidations and stop losses above/below), OI Profile gaps can present an objective for the price to fill them (liquidity gaps, imbalances, inefficiencies, etc), and more.
Indicator settings
1. Session/Lookback - Choose the range from where the OI Profile will be generated
2. OI Profile Mode - Mode 1 (shows only OI increase), Mode 2 (shows both OI increase and decrease), Mode 3 (shows OI decrease on left side and OI increase on the right side).
3. Show OI Value Area - Shows the area where most OI activity took place (useful as a range or S/R level )
4. Show Session Box - Shows the box around chosen sessions/lookback
5. Show Profile - Show/hide OI Profile
6. Show Current Session - Show/hide the ongoing session
7. Show Session Labels - Show/hide the text labels for each session
8. Resolution - The higher the value, the more refined a profile is, but fewer profiles are shown on the chart
9. OI Value Area % - Choose the percentage of VA (same as in Volume Profile's VA)
10. Smooth OI Data - Useful for assets that have very large spikes in OI over large bars, helps create better profiles
11. OI Increase - Pick the color of OI increase nodes in the profile
12. OI Decrease - Pick the color of OI decrease nodes in the profile
13. Value Area Box - Pick the color of the Value Area Box
14. Session Box Thickness - Pick the thickness of the lines surrounding the chosen sessions
Advice
The indicator calculates the profile based on candles - the more candles you can show, the better profile will be formed. This means that it's best to view most sessions on timeframes like 15min or lower. The only exception is the Monthly profile, where timeframes above 15min should be used. Just take a few minutes and switch between timeframes and sessions and you will figure out the optimal settings.
This is the first version of Open Interest Profile script so please understand that it will be improved in future updates.
Thank you for your support.
** Some profile generation elements are inspired by @LonesomeTheBlue's volume profile script
CVD Ichimoku(s)ENGLISH
What is this indicator?
This is a combination of two indicators: the CVD - Cumulative Volume Delta Candles published by TradingView (version v3 2022.07.11) with two Ichimoku clouds: one for the current time frame and another for a bigger time frame.
The user of the indicator can define that bigger time frame with a multiplier. By default it multiplies x6 the current TF (for example, if you watch at the 1 hour time frame the second kumo belongs to 6 hour TF).
Additionaly, an orange line replicates the senko span A without displacement. It is extra layer of visual information that can be hidded from settings.
How it should be used?
Delta Volume indicators can be hard to read. This format gives the trader an overview of where the agressive buyers/sellers are in relation to past market orders. And relative to price if used in combination with the classic Ichimoku indicator on price. I recommend to use it as a support for your ideas applying Ichimoku's calculations deep knowledge.
CATALÀ*
Què és aquest indicador?
És una combinació de dos indicadors: el CVD - Cumulative Volume Delta Candles publicat per TradingView (versió v3 2022.07.11) amb dos Ichimoku clouds: on pel time frame actual i un altre per un time frame superior.
L'usuari de l'indicador pot definir aquest time frame superior mitjançant un multiplicador. Per defecte multiplica x6 el TF actual (per exemple, si uses l'indicador al time frame d'1 hora, el segon kumo correspondrà al TF de 6 hores).
Adicionalment hi ha una línia taronja que replica el senko span A sense desplaçament. És una capa extra d'informació visual que pot ser amagada des de la configuració.
Com s'ha de fer servir?
Els indicadors de Delta Volume poden ser difícils de llegir. Aquest format dona al tradejador una visió global d'on són els compradors/venedors agressius en relació al mercat d'ordres passat. I relatiu al preu en combinació amb el clàssic indicdor Ichimoku sobre preu. Recomano usar-lo com a suport per les teves idees aplicant un profund coneixement dels càlculs d'Ichimoku.
*Catalan is a language speaked since 8th century in most eastern territories of the current Spain (Catalunya, Illes Balears, País Valencià), south of France and some zones of Italy. Catalan is spoken by some 9,000,000 people in Spain and some 125,000 in France, as well as by some 30,000 in Andorra and some 40,000 in Alghero.
Volume composition / quantifytools— Overview
While net volume is useful information, it can be a blunt data point. Volume composition breaks down the content of volume, allowing a more detailed look inside each volume node. Volume composition consists of the following information:
Total volume (buy and sell). By default gray node.
Dominating volume (buy or sell). By default dark green/dark red node.
Dominating active volume (buy or sell). By default light green/light red node.
Dominating volume as percentage of total volume.
Dominating active volume as percentage of total active volume.
Buy and sell volume is defined by volume associated with lower timeframe up/down moves. This classification is further broken down to passive/active, standing for decreasing/increasing volume, e.g. a move up with volume higher than previous bar volume = active buy volume, a move up with volume lower than previous bar volume = passive buy volume.
Volume data is fetched from a lower timeframe that is automatically adjusted to fit the timeframe you're using. By default, the following settings are applied:
Charts <= 30 min: 1 minute timeframe
Charts > 30 min & <= 3 hours : 5 minute timeframe
Charts > 3 hours & <= 8 hours : 15 minute timeframe
Charts > 8 hours & <= 1D: 1 hour timeframe
Charts > 1D & <= 3D : 2 hour timeframe
Charts > 3D: 4 hour timeframe
Timeframe settings can be changed via input menu. The lower the timeframe, the more precision you get but with the cost of less historical data and slower loading time. Users can also choose which source to use for determining buy/sell volume, e.g. using close as source, a close that is higher than previous close would be considered as buy volume. This could be replaced with OHLC4 for example, resulting in a volume direction based on OHLC average.
Volume composition of current chart can also be replaced with any other chart volume composition:
— Visuals
Breakdown of visual elements:
1. Symbol and timeframe used for volume composition calculations. By default the chart that is viewed and automatically selected lower timeframe.
2. Dominating volume threshold exceeded. Can be defined via input menu, 70% of total volume by default.
3. Dominating volume as percentage of total volume. Plotted below volume nodes, without % symbol.
4. Dominating active volume, + or - symbol, standing for buy and sell. Plotted below dominating volume percentage. When dominating volume and dominating active volume sides are in a disagreement (e.g. dominating volume is on buy side while dominating active volume is on sell side) this symbol will appear inside brackets, (+) or (-).
5. Dominating active volume as percentage of total active volume. Plotted below +/- symbol.
6. Dominating active volume threshold exceeded. Can be defined via input menu, 70% by default.
Dominating volume & active volume percentages can be rounded to single numbers to avoid clutter caused by overlapping values. The percentage values will be rounded to closest single number value, e.g. dominating volume percentage at 54% = 5, dominating volume percentage at 55% = 6.
Volume anomalies can be highlighted on the chart with a color for studying the events and their past implications in greater detail. Available anomalies for highlights are the following:
Buy volume threshold exceeded
Sell volume threshold exceeded
Active buy volume threshold exceeded
Active sell volume threshold exceeded
Volume & active volume divergence
— Practical guide
Volume is arguably one of the most important data points as it directly relates to liquidity. High volume can be an indication of strength (price likely to continue moving) or absorption (price likely to halt/turn). Same applies to active volume, but with an element of aggression. High active volume serves as an indication of exuberance or otherwise forceful transacting, like stop losses triggering. With these principles in mind, the composition of volume allows distinguishing potentially important events.
Example #1 : Identifying areas of trapped market participants
Often when volume spikes distinctively, we can make the case that price has found sufficient liquidity to halt/turn. Since we know which side was absorbed, in what quantity and type (passive/active), we can identify areas of trapped market participants. In such scenarios, the higher the dominant active volume and volume spike itself, the better.
Example #2 : Identifying a healthy trend
A healthy trend is one that has an active and consistent bid driving it. When this is the case, it can be seen in consistently supportive active volume.
Example #3 : Identifying inflection points
When dominant side of volume and dominant side of active volume diverge, something is up. A divergence often marks an area of indecision, hinting an imminent move one way or the other.
Volume CVD and Open InterestVolume, Cumulative Delta Volume and Open Interest are great indications of strength and sentiment in the market. Until now they have required separate indicators, but this indicator can show them all.
With a clean and aesthetic plot, this indicator has the option to choose the data source:
- Volume - the total volume of transactions, buys and sells
- Up Volume - the total volume from buys only
- Down Volume - the total volume from sells only
- Up/Down Volume (Net) - the difference in the Buy Volume and Sell Volume
- Cumulative Delta - the sum of the up/down volume for the previous 14 bars
- Cumulative Delta EMA - a smoothed average of the sum of the up/down volume for the previous 14 bars, over a 14 period EMA
- Open Interest - a user defined ticker, whose value is added to the plot, while this is designed to be used with Open Interest tickers, you can actually choose any ticker you want, perhaps you want to see DXY while charting Bitcoin!
There are several customization features for the colour of the plot, with a nice gradient colouring from high to low. You can choose the lookback which defines only the highest and lowest values for the colour gradient. There is also an option for how the Open Interest value is determined, based on Close, Open or differences between previous values.
While similar, Volume and Open Interest are not the same. To me the simplest explanation is Volume shows the trades that have been executed and the buy/sell direction, while Open Interest shows the value of open trades that are yet to be completed.
Volume shows strength, sentiment and volatility.
Open Interest does not show direction, but does indicate momentum and liquidity in the market.
Volume Profile Volume Delta OI Delta [Kioseff Trading]Hello!
This script serves to distinguish volume delta for any asset and open interest delta for Binance perpetual futures.
The image above provides further explanation of functionality and color correspondence.
The image above shows the indicator calculating volume at each tick level and displaying the metric.
The label color outline (neon effect) is configurable; the image above is absent the feature.
The image above shows Open Interest (OI) Delta calculated - similar to how the script calculates volume delta - for a Binance Perpetual Future pair.
This feature only works for Binance Futures pairs; the script will not load when trying to calculate OI Delta on other assets.
Additionally, a heatmap is displayable should you configure the indicator to calculate it.
The image above shows a heatmap using volume delta calculations.
The image above shows a heatmap using OI delta calculations.
Of course, these calculations - when absent requisite data - require some assumptions to better replicate calculations with access to requisite data.
The indicator assumes a 60/40 split when a tick level is traded at and only one metric - "buy volume" or "sell volume" is recorded. This means there shouldn't be any levels recorded where "buy volume" is greater than 0 and "sell volume" equals 0 and vice versa. While this assumption was performed arbitrarily, it may help better replicate volume delta and OI delta calculations seen on other charting platforms.
This option is configurable; you can select to have the script not assume a 60/40 split and instead record volume "as is" at the corresponding tick level.
The script also divides volume and open interest if a one-minute bar violates multiple tick levels. The volume or open interest generated on the one-minute bar will be divided by the number of tick levels it exceeds. The results are, subsequently, appended to the violated tick levels.
Further, the script can be set to recalculate after a user-defined time threshold is exceeded. You can also define the percentage or tick distance between levels.
Also, it'd be great if this indicator can nicely replicate volume delta indicators on other charting platforms. If you've any ideas on how price action can be used to better assume volume at the corresponding price area please let me know!
Thank you (:
Delta Volume Channels [LucF]█ OVERVIEW
This indicator displays on-chart visuals aimed at making the most of delta volume information. It can color bars and display two channels: one for delta volume, another calculated from the price levels of bars where delta volume divergences occur. Markers and alerts can also be configured using key conditions, and filtered in many different ways. The indicator caters to traders who prefer chart visuals over raw values. It will work on historical bars and in real time, using intrabar analysis to calculate delta volume in both conditions.
█ CONCEPTS
Delta Volume
The volume delta concept divides a bar's volume in "up" and "down" volumes. The delta is calculated by subtracting down volume from up volume. Many calculation techniques exist to isolate up and down volume within a bar. The simplest techniques use the polarity of interbar price changes to assign their volume to up or down slots, e.g., On Balance Volume or the Klinger Oscillator . Others such as Chaikin Money Flow use assumptions based on a bar's OHLC values. The most precise calculation method uses tick data and assigns the volume of each tick to the up or down slot depending on whether the transaction occurs at the bid or ask price. While this technique is ideal, it requires huge amounts of data on historical bars, which usually limits the historical depth of charts and the number of symbols for which tick data is available.
This indicator uses intrabar analysis to achieve a compromise between the simplest and most precise methods of calculating volume delta. In the context where historical tick data is not yet available on TradingView, intrabar analysis is the most precise technique to calculate volume delta on historical bars on our charts. TradingView's Volume Profile built-in indicators use it, as do the CVD - Cumulative Volume Delta Candles and CVD - Cumulative Volume Delta (Chart) indicators published from the TradingView account . My Volume Delta Columns Pro indicator also uses intrabar analysis. Other volume delta indicators such as my Realtime 5D Profile use realtime chart updates to achieve more precise volume delta calculations. Indicators of that type cannot be used on historical bars however; they only work in real time.
This is the logic I use to assign intrabar volume to up or down slots:
• If the intrabar's open and close values are different, their relative position is used.
• If the intrabar's open and close values are the same, the difference between the intrabar's close and the previous intrabar's close is used.
• As a last resort, when there is no movement during an intrabar and it closes at the same price as the previous intrabar, the last known polarity is used.
Once all intrabars making up a chart bar have been analyzed and the up or down property of each intrabar's volume determined, the up volumes are added and the down volumes subtracted. The resulting value is volume delta for that chart bar, which can be used as an estimate of the buying/selling pressure on an instrument.
Delta Volume Percent (DV%)
This value is the proportion that delta volume represents of the total intrabar volume in the chart bar. Note that on some symbols/timeframes, the total intrabar volume may differ from the chart's volume for a bar, but that will not affect our calculations since we use the total intrabar volume.
Delta Volume Channel
The DV channel is the space between two moving averages: the reference line and a DV%-weighted version of that reference. The reference line is a moving average of a type, source and length which you select. The DV%-weighted line uses the same settings, but it averages the DV%-weighted price source.
The weight applied to the source of the reference line is calculated from two values, which are multiplied: DV% and the relative size of the bar's volume in relation to previous bars. The effect of this is that DV% values on bars with higher total volume will carry greater weight than those with lesser volume.
The DV channel can be in one of four states, each having its corresponding color:
• Bull (teal): The DV%-weighted line is above the reference line.
• Strong bull (lime): The bull condition is fulfilled and the bar's close is above the reference line and both the reference and the DV%-weighted lines are rising.
• Bear (maroon): The DV%-weighted line is below the reference line.
• Strong bear (pink): The bear condition is fulfilled and the bar's close is below the reference line and both the reference and the DV%-weighted lines are falling.
Divergences
In the context of this indicator, a divergence is any bar where the slope of the reference line does not match that of the DV%-weighted line. No directional bias is assigned to divergences when they occur.
Divergence Channel
The divergence channel is the space between two levels (by default, the bar's low and high ) saved when divergences occur. When price has breached a channel and a new divergence occurs, a new channel is created. Until that new channel is breached, bars where additional divergences occur will expand the channel's levels if the bar's price points are outside the channel.
Prices breaches of the divergence channel will change its state. Divergence channels can be in one of five different states:
• Bull (teal): Price has breached the channel to the upside.
• Strong bull (lime): The bull condition is fulfilled and the DV channel is in the strong bull state.
• Bear (maroon): Price has breached the channel to the downside.
• Strong bear (pink): The bear condition is fulfilled and the DV channel is in the strong bear state.
• Neutral (gray): The channel has not been breached.
█ HOW TO USE THE INDICATOR
Load the indicator on an active chart (see here if you don't know how).
The default configuration displays:
• The DV channel, without the reference or DV%-weighted lines.
• The Divergence channel, without its level lines.
• Bar colors using the state of the DV channel.
The default settings use an Arnaud-Legoux moving average on the close and a length of 20 bars. The DV%-weighted version of it uses a combination of DV% and relative volume to calculate the ultimate weight applied to the reference. The DV%-weighted line is capped to 5 standard deviations of the reference. The lower timeframe used to access intrabars automatically adjusts to the chart's timeframe and achieves optimal balance between the number of intrabars inspected in each chart bar, and the number of chart bars covered by the script's calculations.
The Divergence channel's levels are determined using the high and low of the bars where divergences occur. Breaches of the channel require a bar's low to move above the top of the channel, and the bar's high to move below the channel's bottom.
No markers appear on the chart; if you want to create alerts from this script, you will need first to define the conditions that will trigger the markers, then create the alert, which will trigger on those same conditions.
To learn more about how to use this indicator, you must understand the concepts it uses and the information it displays, which requires reading this description. There are no videos to explain it.
█ FEATURES
The script's inputs are divided in four sections: "DV channel", "Divergence channel", "Other Visuals" and "Marker/Alert Conditions". The first setting is the selection method used to determine the intrabar precision, i.e., how many lower timeframe bars (intrabars) are examined in each chart bar. The more intrabars you analyze, the more precise the calculation of DV% results will be, but the less chart coverage can be covered by the script's calculations.
DV Channel
Here, you control the visibility and colors of the reference line, its weighted version, and the DV channel between them.
You also specify what type of moving average you want to use as a reference line, its source and length. This acts as the DV channel's baseline. The DV%-weighted line is also a moving average of the same type and length as the reference line, except that it will be calculated from the DV%-weighted source used in the reference line. By default, the DV%-weighted line is capped to five standard deviations of the reference line. You can change that value here. This section is also where you can disable the relative volume component of the weight.
Divergence Channel
This is where you control the appearance of the divergence channel and the key price values used in determining the channel's levels and breaching conditions. These choices have an impact on the behavior of the channel. More generous level prices like the default low and high selection will produce more conservative channels, as will the default choice for breach prices.
In this section, you can also enable a mode where an attempt is made to estimate the channel's bias before price breaches the channel. When it is enabled, successive increases/decreases of the channel's top and bottom levels are counted as new divergences occur. When one count is greater than the other, a bull/bear bias is inferred from it.
Other Visuals
You specify here:
• The method used to color chart bars, if you choose to do so.
• The display of a mark appearing above or below bars when a divergence occurs.
• If you want raw values to appear in tooltips when you hover above chart bars. The default setting does not display them, which makes the script faster.
• If you want to display an information box which by default appears in the lower left of the chart.
It shows which lower timeframe is used for intrabars, and the average number of intrabars per chart bar.
Marker/Alert Conditions
Here, you specify the conditions that will trigger up or down markers. The trigger conditions can include a combination of state transitions of the DV and the divergence channels. The triggering conditions can be filtered using a variety of conditions.
Configuring the marker conditions is necessary before creating an alert from this script, as the alert will use the marker conditions to trigger.
Markers only appear on bar closes, so they will not repaint. Keep in mind, when looking at markers on historical bars, that they are positioned on the bar when it closes — NOT when it opens.
Raw values
The raw values calculated by this script can be inspected using a tooltip and the Data Window. The tooltip is visible when you hover over the top of chart bars. It will display on the last 500 bars of the chart, and shows the values of DV, DV%, the combined weight, and the intermediary values used to calculate them.
█ INTERPRETATION
The aim of the DV channel is to provide a visual representation of the buying/selling pressure calculated using delta volume. The simplest characteristic of the channel is its bull/bear state. One can then distinguish between its bull and strong bull states, as transitions from strong bull to bull states will generally happen when buyers are losing steam. While one should not infer a reversal from such transitions, they can be a good place to tighten stops. Only time will tell if a reversal will occur. One or more divergences will often occur before reversals.
The nature of the divergence channel's design makes it particularly adept at identifying consolidation areas if its settings are kept on the conservative side. A gray divergence channel should usually be considered a no-trade zone. More adventurous traders can use the DV channel to orient their trade entries if they accept the risk of trading in a neutral divergence channel, which by definition will not have been breached by price.
If your charts are already busy with other stuff you want to hold on to, you could consider using only the chart bar coloring component of this indicator:
At its simplest, one way to use this indicator would be to look for overlaps of the strong bull/bear colors in both the DV channel and a divergence channel, as these identify points where price is breaching the divergence channel when buy/sell pressure is consistent with the direction of the breach. I have highlighted all those points in the chart below. Not all of them would have produced profitable trades, but nothing is perfect in the markets. Also, keep in mind that the circles identify the visual you would be looking for — not the trade's entry level.
█ LIMITATIONS
• The script will not work on symbols where no volume is available. An error will appear when that is the case.
• Because a maximum of 100K intrabars can be analyzed by a script, a compromise is necessary between the number of intrabars analyzed per chart bar
and chart coverage. The more intrabars you analyze per chart bar, the less coverage you will obtain.
The setting of the "Intrabar precision" field in the "DV channel" section of the script's inputs
is where you control how the lower timeframe is calculated from the chart's timeframe.
█ NOTES
Volume Quality
If you use volume, it's important to understand its nature and quality, as it varies with sectors and instruments. My Volume X-ray indicator is one way you can appraise the quality of an instrument's intraday volume.
For Pine Script™ Coders
• This script uses the new overload of the fill() function which now makes it possible to do vertical gradients in Pine. I use it for both channels displayed by this script.
• I use the new arguments for plot() 's `display` parameter to control where the script plots some of its values,
namely those I only want to appear in the script's status line and in the Data Window.
• I wrote my script using the revised recommendations in the Style Guide from the Pine v5 User Manual.
█ THANKS
To PineCoders . I have used their lower_tf library in this script, to manage the calculation of the LTF and intrabar stats, and their Time library to convert a timeframe in seconds to a printable form for its display in the Information box.
To TradingView's Pine Script™ team. Their innovations and improvements, big and small, constantly expand the boundaries of the language. What this script does would not have been possible just a few months back.
And finally, thanks to all the users of my scripts who take the time to comment on my publications and suggest improvements. I do not reply to all but I do read your comments and do my best to implement your suggestions with the limited time that I have.
BTC Miner Netflows with smoothingBTC Miner Netflows with smoothing - shows the difference between Miner Inflow and Miner Outflow.
Miner income, sales as well as holdings, are generally considered to have a huge market impact, by analyzing miner Netflows, users can gauge if overall miners are accumulating or selling; high positive values point to accumulation, while negative numbers indicate net selling.
Data queried from IntoTheBlock.
Aggregated Delta (Buy/Sell) Volume - InFinito||||||||||||||||CREDITS||||||||||||||||
Modified & Updated script from MARKET VOLUME by Ricardo M Arjona @XeL_Arjona that Includes Aggregated Volume , Delta Volume , Volume by Side
Aggregation code originally from Crypt0rus
||||||||||||||||NOTES||||||||||||||||
- Calculated based on Aggregated Volume instead of by symbol volume . Using aggregated data makes it more accurate and allows to compare volume flow between different kinds of markets (Spot, Futures , Perpetuals, Futures+Perpetuals and All Volume ).
- As well, in order to make the data as accurate as possible, the data from each exchange aggregated is normalized to report always in terms of 1 BTC . In case this indicator is used for another symbol, the calculations can be adjusted manually to make it always report data in terms of 1 contract/coin.
- The indicator can be used for any coin/symbol to aggregate volume , but it has to be set up manually
- The indicator can be used with specific symbol data only by disabling the aggregation option, which allows for it to be used on any symbol
- Previously Included with "Aggr. CDV / Delta Volume" this functionality has been removed from the latter indicator for functionality and simplicity purposes.
||||||||||||||||FUNCTIONALITY||||||||||||||||
Aggregated Delta Volume: Based off Xel_Arjona's calculation, buy and sell volume is estimated each period. This indicators can display both Buy Volume and Sell Volume for each period.
By Default, this indicator displays Delta Volume by side, which is the difference between the estimated buy and sell volume.
By checking the Option "Show all volume by side", instead of the Delta volume, all Buy and Sell Volume will be displayed by side
Upvol and DownvolThis is a tweaked version of
What's Added?
- No negative graph lines (I want to see the crossovers in volume)
- Added NQ
- Adjusted enabled tickers (ES and the current ticker are enabled)
- Adjusted the moving average to better fit the strategy I was backtesting
How to use?
I watch it with other indicators for the cross over in positive delta/negative delta of the volume
- short volume crossing above long? consider going long
- long volume crossing below short consider going short
Also watching the total volume to see if it's going up or down (don't enter if it's dropping or consider getting out)
Cumulative DeltaThis scripts calculates the cumulative volume delta within the current day.
Options allow you to change the display type of this data (3 different configurations are given in the chart above)
The following options are available:
Colors selection
Reset cumulative delta everyday (can be disable to keep a continuous calculation of the delta over days)
Show histogram (used to display the delta as a positive/negative histogram)
Show daily High/Low levels (draw highest and lowest delta levels within the day)
Show candles (display the cumulative delta as candles)
Show Moving average (display a moving average which is reseted everyday at the same time as the cumulative delta itself)
Moving average length
This script will be updated if I feel the need to improve things or to add new features
