PhantomFlow DynamicLevelsThe PhantomFlow Dynamic Levels indicator analyzes the dynamic volume over the period specified in the Period field. Channel boundaries can be used as dynamic support and resistance levels when trading within a range. The POC level also serves as a level at which the price may react during trend movements. The Period Multiplier parameter affects how many dynamic levels will be displayed. The Accuracy parameter influences the precision of volume calculations.
These levels are crucial for intraday traders as they serve as support or resistance. The Value Area zone includes 70% of the traded volume over the selected period. In other words, it represents the price region where the majority of traders believe the fair value for the asset lies.
The indicator's name, Dynamic Levels, aptly captures its essence. It analyzes trading volume at various price levels, tracking the sentiment dynamics of traders. When the asset's price decreases or increases as a result of trading, the Dynamic Levels indicator displays a new level on the chart. This results in a plotted line on the chart, allowing us to observe the movement dynamics of both the value area and the maximum volume level.
Standard indicators do not provide real-time visibility into level shifts, making the use of the Dynamic Levels indicator a competitive advantage in market trading across any time frame.
We borrowed the volume profile calculation code from @LonesomeTheBlue. Thank you for the work done!
Объем
VIPER DOPING - A Volume Profile to estimate trend probabilityDESCRIPTION :
VIPER DOPING uses volume analysis to help trader to understand trading keys below:
Support and Resistance
Profit and Loss
Estimate candle direction
Trend
Biggest Buy and Sell on level prices
HOW TO USE:
The volume bar will have buy and sell colors, by default the buy color is blue and the sell is red. The size of bar is important matter, the biggest bar size means that price level has strong volume or transaction and the smallest bar size indicates the lowest transaction or volume. How to read it?
The bar above the candle is the resistance
The bar below the candle is the support
If you want long the market, find the biggest or bigger support, which is below the candle
If you want short the market, find the biggest or bigger resistance which is above the candle
Trading style and the maximum range (total candle), default is 60. This setup to analyze volumes in specific candle range. Please check the following recommendation based on trading style:
Scalping: 30 - 60 candles, recommendation timeframe: 5m - 1h
Day Trading: 50 - 120 candles, recommendation timeframe: 30m - 4h
Swing Trading: 100- 240 candles, recommendation timeframe: 1h- 3D
The white box is to visualize trading area by total candle. Every line has the meaning:
The left line is the start candle
The right line is the end candle
The top line is the highest price of volume profile
The bottom line is the lowest price of volume profile
The fibonacci line will help you to confirm and compare of supports and resistances with the volume profile lines.
The TABLE CELLS
it contains information to help trader to understand the recent situation of market and to take strategy of trading:
Total Candle : the maximum candles are used to analyze the volume from previous active candle
Biggest Sell : the horizontal price area which has the largest of sell volume of the last total candle
Biggest Buy : the horizontal price area which has the largest of buy volume of the last total candle
Buy Rate : the ratio of buy and sell volume of the last total candle
Support: the closest price to be the support from the active candle, auto changed if support to be invalid
Resistance : the closest price to be the resistance from the active candle, auto changed if support to be invalid
PnL : the percentage profit if you trade using the support and resistance prices and it can be used for Risk Management. Wisely the risk is 50% of the profit, example if the profit 1% the your risk should be 0.5% from entry.
Estimate : to analize the next direction of candle or target, it will be changed automatically by volume condition.
CONFIGURATION:
Table Position : You can change the table position to top or bottom, to left, right or center
Calculation : You can include the active candle in volume calculation or you can choose the behind active candle. If you use active candle, there could be possible repainting.
The volume profile configuration is about appearance configuration, to setup the thickness, colors, position.
The fibonacci configuration is about appearance configuration, to setup the thickness, extend lines, label styles.
Quantum Market Strength Indicator (MSI)The Market Strength Indicator (MSI) is yet another in our stable of volume-based indicators, and as such, is a must-have tool for trading virtually any type of market and across a myriad of applications from trend trading to swing trading, scalping, and much more. While its sister indicator, the Currency Strength Indicator (CSI), helps you analyze which currencies are oversold, overbought, correlating, and trending, the MSI or Market Strength Indicator does this also, but in this case, for all markets, including stocks, ETFs, futures, and cryptocurrencies, but with one key difference – VOLUME.
As with our core methodology of volume price analysis, volume adds an entirely new dimension to trading analysis as it reveals the driving pressure behind the price action, be it strong or weak, which are all factored into the algorithm that drives the Market Strength Indicator. But with the MSI indicator, its use and application is only limited by your imagination.
For example, we can use it to see which markets are correlating and which are not so that we might use it as an intraday tool for index futures. And, of course, with knowledge gained from the stock trading and investing program, we could then further validate any analysis by setting each against the top five market cap stocks, for confirmation of strength and to give us more confidence in trading an index future.
And not just index futures, but any futures you care to consider, such as energy, metals, softs, currencies or anything else.
For day traders of stocks, you might wish to see which are correlating with one another and which are not, for example, if you are pairs trading, and also whether a particular stock is moving with the primary futures index. If not, this may be a warning sign. And of course, for ETF traders, we have the SPY, a host of ETFs, and alongside them, the sectors, such as the XLK, the XLE, and more, giving you an instant and powerful insight into sentiment across the entire market complex.
The Market Strength Indicator has much to offer; whether you are a stock investor or day trading scalper, index or ETF trader, swing trader or trend trader, it is all here as the indicator signals in a clear and intuitive way when a stock, future or ETF is overbought or oversold in all timeframes, giving you that potent insight into potential reversals from strong to weak and back again. If you enjoy getting into a trend early and trading reversals, then this is the indicator for you, but if you prefer trading trends – no problem, just jump aboard once the move has some momentum and is underway as displayed by the steepness of the line on the indicator.
It’s all here and so much more, from market correlations to market strength and weakness and in all the timeframes from seconds to months.
And just like its sister indicator, the CSI, the MSI is an oscillator that moves seamlessly from overbought to oversold and back again between a value of 100 at the top and zero at the bottom, with each instrument or market represented with a single-colored line. To help further, we’ve included two regions on the indicator to represent these states at 70 and 30, respectively, but you can change these accordingly and perhaps extend them further to 80 and 20. These levels are purely intended as guides to help provide additional information as to the market state and a potential reversal in due course.
Now, in a single indicator, you have the opportunity to gauge sentiment across multiple markets, whether these are correlating or not, and from there develop a myriad of trading opportunities, or alternatively give you that all-important confidence to dive in, or maintain an existing position. Through its unique algorithm based on volume, it is another indicator only limited by your imagination, and like all our other indicators, one we urge you to use in multiple timeframes.
Quantum VRSIThe VRSI indicator is another in the suite of volume indicators we have developed and one that complements our volume price analysis methodology perfectly. and was developed out of a desire to build further on our cornerstone of VPA by peeling back the layers of volume and considering the relative aspect of volume. Hence, the acronym of Volume Relative Strength Index indicator encapsulates what the indicator is all about.
By analyzing relative volume, we are able to see a visual representation of the pressure in a trend, or indeed the lack of pressure, and in doing so, present in a clear, intuitive, and colorful way whether the trend we are trading or considering joining is being driven with constant or rising pressure as it develops. If so, the indicator gives us that all-important ingredient: confidence—namely, the confidence to continue maintaining the position for as long as possible. However, equally important is when we see a trend that is tiring, with falling pressure, sending a strong signal it is time to close out. Alternatively, when there is little or no pressure in the trend, this is a signal to wait and be patient.
These signals are delivered in a variety of ways, primarily through a color change sequence of brighter or darker colors, but equally importantly, based on the height of each pressure bar and its relationship to its neighbor or groups of bars. And herein lies the close relationship to the volume price analysis methodology since the interpretation of both is about judging bars against one in terms of confirmation of trends, such as rising volume and rising pressure bars, or alternatively falling volume and falling pressure bars signaling that the trend is weakening.
The Volume Relative Strength Index indicator, or VRSI, embodies the core concept of volume-price analysis. It blends trading volume data with price to create an indicator for all the various markets and instruments, whether stocks, ETFs, futures, forex, or cryptocurrencies. The result is an intuitive visual representation of the market’s underlying bullish and bearish pressure in the form of an oscillating histogram with varying colors, with the central fulcrum at zero giving a clear indication when sentiment is shifting from bullish to bearish, or vice versa.
Now, for the first time, you can see the strength of the trend represented visually and clearly based on our two leading indicators of relative volume and price, giving you that essential ingredient we all seek: confidence. And just as with all our other indicators, we urge you to use it in multiple timeframes.
Quantum VWAP ProThe VWAP indicator is another of our suite of volume indicators and one which was first referred to in 1988 when it appeared in an article entitled “The Total Cost Of Transactions On The NYSE” in the March edition of the Journal Of Finance from that year, which went on to explain its importance, particularly from an institutional perspective, which underpins its significance in appreciating the power and importance of this indicator.
In many ways, it is akin to the volume price analysis methodology itself, as we are merely attempting to follow the footprints in the sand left by their passage and described by volume. The same is true here, but in this case, we are following the institutions in much the same way.
Originally, the VWAP indicator was developed as a benchmark to measure whether an institutional customer received a fair execution of their order by the broker buying and selling on their behalf. The difference between the reported price and the VWAP gave the customer a benchmark against which to judge whether they had received a fair price or not. A portfolio manager for example, wants to know how the price they paid compared to the average price of the stock during the time it took to fill the order. If an order is filled at a worse price than the VWAP, it raises questions as to the ability of the broker. If the broker purchased a million shares at $40.50 and the VWAP during this time was at $40.70, the customer is likely to be happy since they paid 20 cents less than ‘fair value’. Equally, if the stock were purchased above, at, say $40.90 per share, the customer would consider this a poor trade, paying well above the fair value price at the VWAP.
The simplicity of this easy-to-understand benchmark, which creates this fair value price concept, has led to its wholehearted adoption amongst the institutions, and moreover, why algorithmic VWAP orders now dominate institutional market activity. A huge percentage of institutional orders are executed as VWAP orders, which raises two key questions. First of all, why, and second, how can we benefit from using the indicator?
If we start with the why, according to reports from the leading market makers, almost 40% of orders are now executed on this basis as they attempt to obtain a buy or sell price close to or better than the VWAP during the time it takes to complete the buy or sell order. These orders, therefore, help to hugely reinforce the importance of the VWAP since it is the guiding principle on which these orders are based. Even Warren Buffet uses VWAP, as evidenced when he sold his entire position in Southwest Airlines over two days, holding 2.3 million shares.
This highlights the key issues for any large institutional investor involving the price. If executed in a single order, an order to buy a large block of shares would almost certainly swamp the market, raising the price exponentially and, in addition, overwhelm the average volume traded in the day.
It is this issue of putting the price up against their own buying or conversely seeing the price fall as a result of their own selling that leads to the parent and child order scenario where significant block orders are broken into a multitude of smaller orders, which are duly executed over days, weeks or months. It is this aspect of institutional order execution that makes the VWAP such a potent indicator.
However, at Quantum Trading, we don’t just build a single indicator and leave it at that! We always take them to another level, and here we have done the same, bundling together a total of five indicators into one amazing value package so you can select your favorite from those on offer. The reason for this is we recognize the different ways the volume-weighted average price is used, which is why we offer a total of FIVE variants to choose from, and these are as follows:
VWAP – Volume Weighted Average Price
MVWAP – Moving Volume Weighted Average Price
AVWAP – Anchored Volume Weighted Average Price
TWAP – Time Weighted Average Price
Interday Volume Weighted Average Price
All five variants include the option to display upper and lower bands that act as envelopes above and below the VWAP based on standard deviation, which you can adjust and set yourself. These price envelopes become essential dynamic support and resistance levels, which can help predict the extremes of price action as it oscillates around the VWAP from the fastest to the slowest timeframes and everything in between.
All five indicators are packaged into one powerful indicator, which we have named the Quantum VWAP Pro indicator for obvious reasons, and as you would expect, it works in all markets and instruments, whether stocks, futures, ETFs, forex or cryptocurrencies.
Finally, as with all our indicators, we recommend you use it in multiple timeframes.
Noa: Z-distance from VWAP with Kalman Smoother
Title: Noa: Z-distance from VWAP with Kalman Smoother
Description:
The "Z-distance from VWAP with Kalman Smoother" is a tool constructed on the premise that price evolves in distinct stages: normal or extreme trends (upward or downward) and transitional periods, termed as 'flips'. The Volume Weighted Average Price (VWAP) serves as a benchmark, representing the market's expectation of a fair value over a given time frame. However, since each stock trades on its unique price scale, direct comparisons are not feasible. This script introduces a standardized method, using the Z-score from the VWAP, to understand and compare these relationships across diverse scales.
Core Principles:
Stages of Price Movement:
- Prices don't move purely randomly; while they contain a random element, they oscillate in discernible patterns or stages—either maintaining a trend (normal or extreme) or undergoing transition (flip).
- VWAP as Fair Value: VWAP offers a dynamic representation of what the market perceives as fair value for a stock over a specific period.
- Standardizing Price Relations: Given the varied scales at which different stocks trade, a model was imperative to standardize these relations. The Z-score from the VWAP fulfills this role, offering a normalized measure of how far the price deviates from its perceived fair value.
Features:
Z-score Levels:
The indicator demarcates various stages of price movements, offering clarity on potential overbought or oversold conditions.
- Extreme Up Trend: Indicated when the Z-score surpasses the upper limit.
- Normal Up Trend: Represented when the Z-score lies between the flip upper and the upper limit.
- Transition (Flip): Recognized when the Z-score oscillates within the flip range.
- Normal Down Trend: Denoted when the Z-score is between the flip lower and the lower limit.
- Extreme Down Trend: Marked when the Z-score falls below the lower limit.
Visual Aids:
- Color-coded regions between specific Z-score levels and the Z-score plot itself elucidate the current market state.
- Kalman Filter: By incorporating a Kalman filter, the indicator offers a less noisy and smoother representation of the Z-score, enhancing its interpretability.
Usage:
Trend Analysis:
- The Z-score states and the color-coded plot facilitate a nuanced understanding of the prevailing market trend.
- Potential Reversal Points: Extremely positive or negative Z-scores might hint at impending reversals.
- Buy/Sell Signals: Z-score's interactions with the flip level can be interpreted as potential trading signals.
Example (for illustration purposes only):
AAPL since April 2022: The stock exited from a normal uptrend and transitioned potentially towards a downtrend. By the end of April, AAPL flipped twice before transitioning to a normal downtrend. By early May, the stock moved into an aggressive downtrend. Market buyers were able to counter this downtrend by June, but selling pressure persisted, pushing the stock back into an aggressive downtrend. By the end of June, buyers halted the aggressive selling and transitioned the stock from an aggressive to normal downtrend, then to a flip, and finally to a normal uptrend by the end of August. AAPL briefly peaked into an aggressive uptrend before being pressured back to a normal downtrend. The rest of 2022 saw AAPL attempting several short-lived uptrend flips. However, 2023 brought a change, with AAPL flipping into a normal uptrend by the end of January, maintaining it until August of that year.
Credits:
This script, inspired by Z distance from VWAP by LazyBear and Kalman Smoother by alexgrover, was revamped and enriched by nord-ouestadvisors to embed these core principles and heighten its usability. A special acknowledgment to ChatGPT by OpenAI for the guidance.
Volume peak based zonesThis is a simple but effective indicator based on simple volume.
What does this indicator for you:
Zones are drawn on the basis of volume peaks. It is used for this purpose the closing price to the high or to the low depending on the direction of the candle.
How can this be used:
With volume peaks one assumes that a movement has reached your end for the time being or a new movement is initiated.
This cannot be verified by simple volume alone.
If a zone is displayed is now to pay attention to the following:
Narrow zone: indicate when creating mostly a continuation of the trend. Can later, however, be used as support or resistance.
Medium zones: The price is in an accumulation phase. Here is crucial, whether a candle with increased volume (preferably above the volume SMA) arises and the high or the low of the zone by closing price leaves. Accordingly, a short or long position can be taken. As SL, the high or low of the zone or the candle itself can be used.
Large zones: The high and low of the zone indicate a range in which the price will stay in the near future. The low or the high can be used as a once if the price does not leave the zone despite high volume at the close.
Otherwise, this can be interpreted as a breakout.
Principles of Volume:
Rising Volume at Rising Price = Intact Trend
Rising Volume at Falling Price = Intact Trend
Falling volume at rising price = correction movement
Falling volume at falling price = correction movement
Have Funn!!
Bist Manipulation [Projeadam]
OVERVIEW | GENEL BAKIŞ
ENG: Indicator that detects manipulation candles according to changing market conditions.
TR: Değişen piyasa koşullarına göre manipülasyon mumlarını tespit eden gösterge.
ENG: IMPORTANT NOTE: This indicator works in BIST Market and only in Future Parities.
Example ->> PETKM1! --SASA1!
TR: ÖNEMLİ NOT: Bu indikatör BİST Piyasasında ve sadece Future Paritelerde Çalışır.
Örnek- >> PETKM1! -- SASA1!
ENG: Market makers manipulate the market because most people who trade on the stock exchange act with their emotions and are forced to close the transaction at a loss.
TR: Piyasada market yapıcı oluşumlar manipülasyon yaparlar çünkü borsada işlem alan insanların birçoğu duygularıyla hareket eder ve zararla işlem kapatılmaya zorlanır.
ENG: If we detect manipulation candles in the market, we can control our fragile psychology and close our transactions in profit by trading with market-making formations in these areas.
TR: Marketde manipülasyon mumlarını tespit edersek kırılgan psikolojimizi kontrol edebilir ve bu alanlardan market yapıcı oluşumlarla beraber işlem alarak işlemlerimizi karda kapatabiliriz.
ALGORITHM | ALGORİTMA
ENG: With the help of this indicator, you can detect manipulation candles in the BIST exchange with the help of the algorithm I created by using volumetric data and wicks created by the price.
When there is excessive volatility in price movement, the algorithm in this indicator notices this price volatility and calculates a manipulation value by dividing it by the volatility value in past price movements.
TR: Bu indikatör yardımıyla hacimsel veriler ve fiyatın oluşturduğu fitillerden yararlanarak oluşturduğum algoritma yardımıyla siz de BİST borsasında manipülasyon mumlarını tespit edebilirsiniz.
Fiyat hareketinde aşırı derece oynaklık olduğunda bu indikatördeki algoritma bu fiyat oynaklığını fark eder ve geçmiş fiyat hareketlerindeki oylanklık degerine bölerek bize bir manipülasyon degeri hesaplar.
How does the indicator work? | Gösterge nasıl çalışır?
ENG: The manipulation candle does not give us information about the direction of price movement, it is only used as an auxiliary indicator.
TR: Manipülasyon mumu bize fiyat hareketinin yönü hakkında bilgi vermez sadece yardımcı bir gösterge olarak kullanılır.
ENG: We show our manipulation values as columns. We draw a channel over the values we show and we understand that there is manipulation in the candle of our values above this channel.
TR: Manipülasyon degerlerimiz kolonlar şeklinde gösteriyoruz. Gösterdiğimiz değerlerimizin üzerine bir kanal çizdiriyoruz ve bu kanalın üzerinde kalan değerlerimizdeki mumda manipülasyon yapıldığını anlıyoruz.
ENG: The indicator shows the manipulation value in the form of columns. Our manipulation value that goes outside the channel we have determined is colored red, within the channel it is colored yellow, and below the channel it is colored green. Red columns indicate candles that are manipulations.
TR: İndikatör manipülasyon degerini kolonlar şeklinde gösteriyor. Bizim belirlediğimiz kanal dışına çıkan manipülasyon degerimiz kırmızı, kanal içerisinde sarı, kanal altında yeşil olarak renklendiriliyor. Kırmızı kolonlar manipülasyon olan mumları göstermektedir.
Example | Örnek
ENG: In our example above, we see a manipulation candle that clears the price gaps, while the market maker clears the orders in the price gaps at the bottom to move the price up.
TR: Yukarıdaki örneğimizde oluşan fiyat boşluklarını temizleyen bir manipülasyon mumu görmekteyiz, alt kısımdaki fiyat boşluklarındaki emirleri temizleyen market maker fiyatı yukarı taşımak için buradaki emirleri temizliyor.
SETTINGS PANEL | AYARLAR PANELİ
ENG: We have only one setting in this indicator.
TR: Bu indikatörde tek ayarımız vardır.
ENG: Our multiplier value determines the width of the band value formed above our manipulation value. In the chart above, our multiplier value is 3.3. If we reduce our multiplier value, our manipulation sensitivity will decrease as there will be much more candles on the band.
TR: Çarpan değerimiz manipülasyon değerimizin üstünde oluşşan band değerinin genişliğini belirlemektedir.Yukarıdaki grafikte çarpan değerimiz 3.3, Eğer çarpan değerimizi azaltırsak band üstünde çok daha fazla mum olacağı için manipülasyon hassasiyetimiz azalacaktır.
ENG: When we set our multiplier value to 2.3, we have a more sensitive manipulation skin and it gives signals in more candles.
TR: Çarpan değerimizi 2.3 yapınca daha hassas manipülasyon derimiz oluyor ve daha fazla mumda sinyal veriyor.
If you have any ideas what to add to my work to add more sources or make calculations cooler, suggest in DM .
Volume Spike Analysis [Trendoscope]The Volume Spike Analysis is designed to detect volume spikes in a trading instrument's data. Rather than relying on the traditional method of comparing volume to its moving average, this indicator employs a distinctive approach to ensure accuracy.
Methodology
Historical Volume Comparison: The indicator first assesses the current bar's volume, say 100k, and looks back historically to determine the last instance when the volume was equal to or exceeded this level.
High Volume Bar Gap Calculation: The intervals or gaps between high volume bars are recorded. These gaps help in determining how common or rare a particular volume spike is.
Spike Magnitude Determination: Here, the extent of the volume spike is gauged in relation to either the median, lowest, or average volume of the intervening bars. The reference metric (median, lowest, or average) can be chosen by the user through the "Volume Spike Reference" input parameter.
Spike Percentile Analysis: The calculated spike magnitude (as a percentage of the reference volume) is cataloged. This collection aids in understanding the relative intensity of the current volume spike when compared to previous spikes.
Threshold Comparisons: The indicator then compares the calculated "High Volume Distance Percentile" to the "Last High Volume Distance Percentile" and the "Volume Spike Percentile" to the "Volume Spike Threshold". If these values surpass the preset thresholds, the current bar is flagged as a high volume or volume spike bar.
Visual Components
Bar Highlighting : High volume or volume spike bars are accentuated with bright colors for easy identification. All other bars have increased transparency to reduce visual clutter.
Distance from the High Volume Bar: Indication of the number of bars since the last high volume occurrence and its respective percentile.
Comparative Factors: A factor representing the magnitude by which the current volume surpasses the lowest, median, and average volumes.
Lowest, Median and Average Volumes: The lowest and median volumes are indicated by tooltips on lines marking the respective bars. The average volume is depicted as a dotted horizontal line, with a triangle marker tooltip revealing its value.
This indicator offers a nuanced analysis of volume spikes, aiding traders in making more informed decisions.
MADALGO`s Enhanced OBV DivergencesDescription:
MADALGO's Enhanced OBV Divergences indicator is a unique tool designed for traders to visualize the divergences between price action and On Balance Volume (OBV), a fundamental aspect often indicative of underlying strength or weakness in the market. By keenly identifying these divergences, traders are better positioned to anticipate potential trend reversals or trend continuations, making this script an invaluable addition to their technical analysis toolkit.
This script meticulously scans for both regular and hidden bullish/bearish divergences, providing a comprehensive view of market sentiment. The core of this indicator is built around the OBV, which cumulatively adds or subtracts volume based on the price movement per period, thus providing a running total of volume and portraying the force behind the price movements.
The regular divergences are classic indicators of a potential reversal in the current trend, while hidden divergences are often indicative of trend continuation. These divergences are pinpointed based on the relative positions of the OBV and price highs/lows, over customizable lookback periods and within specified lookback ranges.
Features:
Regular and Hidden Divergences: Clearly marked bullish and bearish divergences provide insights into potential market turning points.
On Balance Volume (OBV) Line: Visualize the continuous flow of buying and selling pressure, enabling the identification of accumulation or distribution phases essential for understanding the market's strength or weakness.
Moving Average of OBV: An optional feature to smooth the OBV line, aiding in the identification of the overarching trend.
Dynamic Statistics Label: A floating label provides real-time updates on essential statistics like the Rate of Percentage Change (RPC) of OBV, the last divergences, and bars since the last divergences.
Inputs:
Pivot Lookback Right and Pivot Lookback Left: Define the lookback periods for identifying pivot points in the OBV line.
Max of Lookback Range and Min of Lookback Range: Define the range for considering divergences.
RPC Period: Defines the period for calculating the Rate of Percentage Change of the OBV.
MA Period: Defines the period for the optional moving average of the OBV.
Plot Bullish, Plot Hidden Bullish, Plot Bearish, Plot Hidden Bearish: Toggle visibility of respective divergences.
Plot Moving Average: Toggle visibility of the OBV moving average.
Usage:
Add the script to your TradingView chart.
Tailor the input parameters in the settings panel to align with your analysis requirements.
The divergences, OBV line, and optional moving average will be plotted on your chart, with a dynamic label displaying real-time statistics.
Set up alerts to be notified of identified divergences, enabling timely decision-making.
Alerts:
Regular bullish/bearish divergence in OBV found: Triggered when a regular bullish or bearish divergence is identified.
Hidden bullish/bearish divergence in OBV found: Triggered when a hidden bullish or bearish divergence is identified.
Underlying Concepts:
The OBV Divergences indicator is rooted in the principle that volume precedes price movement. When prices are rising with increased volume, it suggests that buying pressure is prevailing and may lead to continued upward momentum. Conversely, rising prices with decreasing volume might indicate a lack of buying conviction and could signal a potential price reversal. The identification of divergences between price and OBV can therefore serve as a powerful signal for traders. These examples can be seen below in the image
The Moving Average of the OBV further aids in understanding the prevailing trend by smoothing out the OBV line, providing a clearer picture of the market's longer-term momentum. The Rate of Percentage Change (RPC) provides insight into the momentum of volume, offering an additional layer of analysis. Together, these additional features enhance the core OBV analysis, enabling a more nuanced understanding of volume dynamics fundamental for making more informed trading decisions.
License:
This Source Code Form is subject to the terms of the Mozilla Public License, v. 2.0. If a copy of the MPL was not distributed with this file, you can obtain one at Mozilla Public License 2.0.
Volume-Weighted RSI [wbburgin]The Volume-Weighted RSI takes a new approach to the traditional calculation of the RSI in using a price::volume calculation. As some traders consider volume to be a leading indicator for price, the volume-weighted RSI can come in handy if you want to visualize volume easier.
Usage
This indicator builds the RSI from the square of the volume change and the price. If the volume decreases rapidly with the price, the volume-weighted RSI will fall; if the volume increases rapidly with the price, the volume-weighted RSI will rise.
You may notice crosses and circles appearing above and below the indicator. These indicate abnormal volume or price:
A green cross indicates abnormal upward price
A red cross indicates abnormal downward price
A green circle indicates abnormal positive volume
A red circle indicates abnormal negative volume
A green bar indicates both abnormal price and volume (positive), while a red bar indicates both abnormal price and volume (negative).
The thresholds of what are considered "normal" and "abnormal" are controlled by the "SD Multiple" in your settings (standard deviation). A higher multiple will make less of these signals occur, and you can turn them and the bars off at any time.
I have a built-in Light Style and Dark Style so that your preference of background won't affect seeing the indicator. You can also change the colors and the overbought/oversold lines in your settings.
RMI Trend SniperThe "RMI Trend Sniper" is a powerful trend-following indicator designed to help traders identify potential buy and sell signals in the market.
It combines elements of the Relative Strength Index (RSI) and the Money Flow Index (MFI) to provide a comprehensive view of market momentum and strength.
🔷 Key Features:
🔹 Customizable Settings : Tailor the indicator to your trading preferences with customizable input parameters, including RSI and MFI lengths, threshold levels, and visual settings.
🔹 Momentum Signals : The indicator generates clear bullish and bearish momentum signals, allowing you to spot potential trend reversals or continuations.
🔹 The positive condition considers the previous RMI value, current RMI value, and positive change in the 5-period exponential moving average (EMA) of the closing price.
🔹 The negative condition looks at the current RMI value and negative change in the 5-period EMA.
🔹 Visual Bands : Visualize market volatility with dynamically plotted bands around the Range Weighted Moving Average (RWMA), providing insights into potential price fluctuations.
🔹 Candlestick Coloring : Easily identify bullish and bearish conditions with color-coded candlesticks, helping you make informed trading decisions.
The "RMI Trend Sniper" is a versatile tool suitable for traders of all experience levels. Whether you are a novice or an experienced trader, this indicator can help you enhance your technical analysis and improve your trading strategies.
Crypto Liquidation HeatmapThis indicator is designed to identify potential areas of liquidations, in most crypto assets.
How does it work?
At the core of this indicator, it utilizes Open Interest (a statistic measuring the sum of all open futures positions), which I will refer to as OI.
The script monitors changes in OI, and then correlates these changes to the price action trend to derive an estimation of whether an increase in OI relates to an increase in Shorts or in Longs.
The trend is currently identified by the candle closing direction, therefore a bullish candle with increasing OI, results in the script counting an increase in Long Positions. Whereas a bearish candle and increasing OI, results in an increase of Short Positions.
Following that, the script estimates where these new positions will be liquidated (set either as a manual percentage, or using one of the defined presets).
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What makes this indicator unique from "Liquidation Levels" scripts, is the the way it groups potential liquidation volumes in segments, creating a cumulative view of liquidity potential - a true heatmap, not simply levels. To further clarify, liquidity within a set range is added to the segment of that range. The settings allow you to set the resolution of the range, according to preference. There is also an Automatic mode (at this moment limited to Bitcoin).
Regular OI Liquidation levels do not combine their volumes when overlapped, nor do they adhere to any ranges - making them scattered and not representative of the true liquidity in that area. This Liquidation Heatmap fixes all of those limitations.
Another unique addition to this Liquidation Heatmap, is my custom three tier color gradients with alpha support (transparency). This function allows a seamless transition of the coloring in liquidation potential from purple (minimum), to blue (medium), to yellow (maximum). This allows a larger range of liquidity identification, along with further aesthetic bonuses.
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How to use this indicator?
In general, such a tool can be used in numerous ways. It is not a standalone signal, meaning you should always compliment this tool with your own TA and reasoning.
One way of using this tool, is to anticipate that the price will continue on its trend, when you see it moving towards a zone of high liquidity (expecting that liquidity to be taken out).
Another way of using this tool, would be to anticipate a kickback after a liquidation event has taken place, thus returning to the mean.
Machine Learning: MFI Heat Map [YinYangAlgorithms]Overview:
MFI Heat Maps are a visually appealing way to display the values of 29 different MFIs at the same time while being able to make sense of it. Each plot within the Indicator represents a different MFI value. The higher you get up, the longer the length that was used for this MFI. This Indicator also features the use of Machine Learning to help balance the MFI levels. It doesn’t solely rely upon Machine Learning but instead incorporates a growing length MFI averaged with the Machine Learning MFI at any given index.
For instance, say we are calculating the 10th plot from the bottom, the MFI would be an average of:
MFI(source, 11)
Machine Learning MFI at Index of 10
We do it this way as they both help smooth each other out without relying solely on just one calculation method.
Due to plot limitations, you are capped at 28 Plot Amounts within this indicator, but that is still quite a bit of information you can glean from a Heat Map.
The Machine Learning used in this indicator is of the K-Nearest Neighbor (KNN). It uses a Fast and Slow MFI calculation then sorts through them over Machine Learning Length and calculates the differences between them. It then slices off KNN length to create our Max/Min Distances allotted. It adds the average between Fast and Slow MFIs to a Viable Distances array if their distances are within the KNN Min/Max distance. It then averages all distances in the Viable Distances array and returns the result.
The result of the KNN Function is saved to another ML Data array whose length is that of Plot Amount (Heat Map Size). This way each Index of the ML Data array can be indexed according to the Heat Map Size.
The Average of the ML Data array is the MFI line (white) that you’ll see plotted on the Indicator. There is also the SMA of the MFI Average (orange) which is likewise plotted. These plots allow you to visualize where the ML MFI is sitting and can potentially be useful for seeing when the MFI Average and SMA cross over and under each other.
We’ve heard many people talk highly of RSI, but sadly not too many even refer to MFI. MFI oftentimes may be overlooked, especially with new traders who may not even know what it is. Essentially MFI is an RSI but it also incorporates Volume into its calculations, which in our opinion leads to a more accurate reading; afterall, what is price movement without Volume.
Tutorial:
You may be thinking, this Indicator looks appealing to the eye, but how do I benefit from it trading wise?
Before we get into our visual examples, let's talk briefly about what makes Heat Maps in general a useful tool for trading. Heat Maps give us the ability to visualize and understand lots of data while removing the clutter. We can understand the data of 29 different MFIs without having to look at and decipher 29 different MFI plots. When you overlay too many MFI lines on top of each other, they can be very difficult to read and oftentimes end up actually hindering your Technical Analysis. For this reason, we have a simple solution to this problem; Heat Maps. This MFI Heat Map allows you to easily know (in a relative %) what the MFI level is for varying lengths. For Instance, the First (bottom) plot indexes an MFI of (K(0) (loop of Plot Amount) + Smoothing Length (default 1)) = 1. Since this is indexing (usually) a very low length, it will change much quicker. Whereas the Last (top) plot indexes an MFI of (K(27) (loop of Plot Amount) + Smoothing Length (default 1)) = 28. This is indexing a much higher length of MFI which results in the MFI the higher you go up in the Heat Map to move much slower.
Heat Maps give us the ability to see changes happening over multiple MFIs at the same time, which can be very useful for seeing shifts in MFI / Momentum. Remember, MFI incorporates Volume, so even if the price goes up a lot, if there was low volume, the MFI won’t move as much as an RSI would. However, likewise, if there is high volume but low price movement, the MFI will move slightly more than the RSI.
Heat Maps change color based on their MFI level. If the MFI is >= 90 it is HOT (red), if the MFI <= 9 it is COLD (teal, think of ICE). Green represents an MFI of 50-59 and Dark Blue represents an MFI of 40-49. Green and Dark blue are the most common colors as all the others are more ‘Extreme’ MFI levels.
Okay, time to get to the Examples :
Since there is so much going on in Heat Maps, we’ve decided to focus this tutorial to this specific area and talk about individual locations before talking about it as a whole.
If you refer to the example above where there are 2 white circles; these white circles are highlighting a key location you’ll be wanting to identify within your Heat Maps, many things are happening here:
The MFI crossed over the SMA (bullish).
The Heat Map started changing from mid/dark Blue (30-50 MFI) to Green (50-59 MFI) around the midline (the 50% dashed like).
The Lower levels of the Heat Map are turning Yellow/Orange/Red (60-100 MFI).
The Upper Levels of the Heat Map are still Light Blue - Green (10-50 MFI).
The 4 Key points above, all point towards potential Bullish Momentum changes. You’re likely wondering, but why? Let's discuss about each one in more specific detail:
1. The MFI crossed over the SMA (bullish): What this tells us is that the current MFI Average is now greater than its average over the last (default) 16 bars. This means there's been a large amount of Money Flow (Price and Volume) recently (subjectively based on the last (default) 16 average). This is one of the leading Bullish / Bearish signals you will see within this Indicator. You can enable Signals within the Settings and/or even add Alerts for when these crossings occur.
2. The Heat Map started changing from mid/dark Blue (30-50 MFI) to Green (50-59 MFI) around the midline (the 50% dashed like): This shows us that the index’s in the mid (if using all 28 heat map plots it would be at 14) has already received some of this momentum change. If you look at the second white circle (right), you’ll also notice the higher MFI plot indexes are also green. This is because since their length is long they still have some momentum and strength from the first white circle (left). Just because the first white circle failed in its bullish push, doesn’t mean it didn’t achieve momentum that would later on help to push the price up.
3. The Lower levels of the Heat Map are turning Yellow/Orange/Red (60-100 MFI): It occurred somewhat in the left white circle, but mainly in the right white circle. This shows us the MFI is very high on the lower lengths, this may lead to the current, middle and higher length MFIs following suit soon. Remember it has to work its way up, the higher levels can’t go red unless the lower levels go red first and the higher levels can also lag quite a bit behind and take awhile to catch up, this is normal, expected and meant to happen. Vice versa is also true with getting higher levels to go cold (light teal (think of ICE)).
4. The Upper Levels of the Heat Map are still Light Blue - Green (10-50 MFI): You might think at first that this is a bad thing, but it's not! Remember you want to be Fearful when others are Greedy and Greedy when others are Fearful! You don’t want to buy when the higher levels have a high MFI, you want to buy when you see the momentum pushing up in the lower MFI levels (getting yellow/orange/red in the low levels) while it is still Cold in the higher levels (BLUE OR GREEN, nothing higher than green as it is already slightly too high). There will be many times that it is Yellow or possibly Orange in the high levels and the bullish push still happens, but this is much more risky! The key to trading is to minimize risks while maximizing potential.
Hopefully now you’re getting an idea of how to spot potential bullish momentum changes, but what about bearish momentum changes? Technically they are the exact opposite, so we don’t need to go into as much detail, but lets still take a look at a few examples:
In the example above we marked the 3 times where it was displaying overly bullish characteristics. We marked the bullish momentum occurring with arrows. If you look closely at the start of the arrow to where it finishes, you’ll notice how the heat (HOT)(RED) works its way up from the lower levels to the higher levels. We then see the MFI to SMA cross under. In all 3 of these examples the heat made it all the way to the top of the chart. These are all very bearish signals that represent a bearish momentum movement that may occur soon.
Also, please note, the level the MFI is at DOES matter! That line isn’t there simply for you to see when there are crosses over and under. The MFI is considered to be Overbought when it is greater than 70 (the upper white dashed line, it is just formatted to be on a different scale cause there are 28 plots, but it represents 70). The MFI is considered to be Oversold when it is less than 30 (the lower white dashed line).
If we look to the left a little here where a big drop in price occurred shortly after our MFI and SMA crossed, would we have been able to identify it using the Heat Maps? Likely, No. There was some color change in the lower levels a few bars prior that went yellow/orange/red but before this cross happened they all went back to Dark Blue. In the middle section when the cross happened it was only Green and Yellow and in the upper section we are Blue. This would be a very risky trade to go on as the only real Bearish Indication was the MFI to SMA cross under. Remember, you want to reduce risk, you don’t want to simply trade on everytime the MFI and SMA cross each other or you’ll be getting yourself into many risky trades based on false signals.
Based on what you’ve learned above, can you see the signs that are indicating where this white circle may have potential for a bullish momentum change?
Now that we are more zoomed in, you may also be noticing there are colors to the price bars. This can be disabled in the settings, but just so you know what they mean, let’s zoom in a little more and talk about it.
We’ve condensed the Indicator a bit so you can see the bars better here. The colors that are displayed on these bars are the Heat Map value for your MFI (the white line in the Indicator). This way you can better see when the Price is Hot and Cold. As you may see while looking, the colors generally go from cold to hot when bullish momentum is happening and hot to cold when bearish momentum is happening. We don’t recommend solely looking at the bars as indicators to MFI momentum change, as seeing the Heat Map will give you much more data; however it can be nice to see the Heat Map projected on the bars rather than trying to eyeball it yourself or hover over each bar specifically to see their levels.
We will conclude our Tutorial here. Hopefully this has given you some insight to how useful Heat Maps can be and why it works well with a Machine Learning (KNN) Model applied to the MFI.
PLEASE NOTE: You can adjust the line width for the Heat Map within the settings. If you condense the Indicator a lot or have a small screen, likely use a length of 1-2. If you have it stretched out or a large screen, a length of 2-3 will work nice. You just don’t want to have the lines overlapping or it defeats the purpose of a Heat Map. Also, the bigger the linewidth, generally you’ll want to increase the Transparency within the Settings also as it can get quite bright and hurt your eyes over time.
Settings:
MFI:
Show MFI and SMA Crossing Signals: MFI and SMA Crossing is one of the leading Bullish and Bearish Signals in this Indicator. You can also add alerts for these signals.
Plot Amount: How many plots are used in this Heat Map. (2 - 28).
Source: The Source to use in all MFI calculations.
Smooth Initial MFI Length: How much to smooth the Fast and Slow MFI calculation by. 1 = No smoothing.
MFI SMA Length: What length we smooth the MFI Average over to get our MFI SMA.
Machine Learning:
Average MFI data by adding a lookback to the Source: While populating our Heat Map with the MFI's, should use use the Source each MFI Length increase or should we also lookback a Source each MFI Length Increase.
KNN Distance Requirement: To be a valid KNN, it needs to abide by a Distance calculation. Generally only Max is used, but you can change it if it suits your trading style better.
Machine Learning Length: How much ML data should we store? The longer the length generally the smoother the result; which may not be as accurate for something like a Heat Map, so keeping this relatively low may lead to more accurate results.
KNN Length: How many KNN are used in the slice to calculate max/min distance allowed.
Fast Length: Fast MFI length used in KNN to calculate distances by comparing its distance with the Slow MFI Length.
Slow Length: Slow MFI length used in KNN to calculate distances by comparing its distance with the Fast MFI Length.
Smoothing Length: When populating our Heat Map, at what length do we start our MFI calculations with (A Higher value with result in a slower and more smoothed MFI / Heat Map).
Colors:
Change Bar Color: Change bar colors to MFI Avg Color.
Heat Map Transparency: If there isn't any transparency it can be a little hard on the eyes. The Greater the Line Width, generally the more transparency you'll want for your eyes.
Line Width: Set how wide the Heat Map lines are
MFI 90-100 Color: Color when the MFI is between these levels.
MFI 80-89 Color: Color when the MFI is between these levels.
MFI 70-79 Color: Color when the MFI is between these levels.
MFI 60-69 Color: Color when the MFI is between these levels.
MFI 50-59 Color: Color when the MFI is between these levels.
MFI 40-49 Color: Color when the MFI is between these levels.
MFI 30-39 Color: Color when the MFI is between these levels.
MFI 20-29 Color: Color when the MFI is between these levels.
MFI 10-19 Color: Color when the MFI is between these levels.
MFI 0-100 Color: Color when the MFI is between these levels.
If you have any questions, comments, ideas or concerns please don't hesitate to contact us.
HAPPY TRADING!
Unusual Market Volume DetectorIntroduction
Price usually moves in lockstep with the volume trends i.e. price goes higher when there is buying and it goes down when there is selling in the market. But sometimes, the market behaves unusually i.e. Price and volume move in opposite directions. This indicator identifies precisely this divergent behavior in the market!
This script analyses the volume trends by utilizing changes in On Balance Volume (OBV) for the instrument and compares it with the price trend to color the lower panel on your chart window. The color changes as the direction of the OBV trend changes from Up to Down or vice versa. If there is a divergence between the price trend and volume trend, the color will switch to Purple.
Divergence in volume and price trends typically indicate a battle between supply and demand. This may coincide with a change in market direction as well. It is important to know which side won after this battle, as the market will follow that side.
This tool will alert traders of unusual market volume behavior and when both price & volume trends are in sync.
Features
A Purple color in the lower panel indicates that the Volume and Price trends are diverging and are moving in the opposite direction
A Green color in the lower panel indicates that the Volume is trending higher supporting bullish price action
A Red color in the lower panel indicates that the Volume is trending lower supporting bearish price action
How to use the Indicator while Trading?
When the Volume trend matches the price action ( Trend ), you have confirmation of your trade bias. Therefore when you are taking Long trades, you would want to see a Green color in the lower panel and a Red color when you are going Short.
When a Divergence is identified by the tool, as Purple color in the lower panel, Trader can take the following steps:
Take profit or partially close the position if you are in a Trade as this divergence presents
uncertainty
Watch for which color comes up after divergence, that side of the market has a higher
probability of prevailing. For example, a Red color indicates Selling in the market and vice
versa.
Divergence usually precedes a market direction change and therefore Trader can take this
into account when planning Trade bias and position size. Please note a divergence does
not always precede a reversal in the market and can be a temporary phenomenon with no
effect on the price action.
Basic Set-Up
Add the Indicator to the chart
You can change the default colors for Buying Volume, Selling Volume, and Divergence
Use the “Regular Trading Hours” Session in the Chart Settings for the most effective analysis
Please note : On-Balance Volume is a leading indicator but it doesn't provide specific information on exactly what happened or why. Also, a large spike in a single day may throw off the On Balance Volume for a while. Therefore we are focusing on its trend and comparing it with Price Trends for better effectiveness.
ZWAP (ZigZag Anchored VWAP) [Kioseff Trading]Hello!
Quick script showcasing the new polyline function for Pine Script!
Features
Up to 100 high/low pivot points auto anchored VWAP
Visible range auto anchored VWAP
Curved ZigZag (Adjustable!)
With the new polyline function, auto-anchored VWAP at specific price points is more viable.
When using line.new() only 500 lines can exist on the chart concurrently and, since VWAP is calculated on every update, a "proper" VWAP drawn using line.new() can extend 500 bars at most, to which no additional VWAP lines can be drawn after.
Of course, when using the plot() function a VWAP line will draw on every bar; however, this method isn't highly compatible with auto-anchoring VWAP lines.
However!
A polyline, from beginning to end irrespective of the number of coordinates used, constitutes 1 polyline; 100 can exist simultaneously with 10,000 xy coordinates per line.
The image above shows an attempt to draw the same auto-anchored VWAP lines using the line.new() function. Not an ideal outcome!
The image above shows the same attempt using the polyline.new() function!
Very nice (:
The image above shows the indicator auto anchoring to zig zag turning points.
Subsequent to a new anchoring, VWAP is calculated for the following bars - up to the current bar.
Thank you for checking this out; if you have any ideas to spice it up feel free to comment!
Volumetric Toolkit [LuxAlgo]The Volumetric Toolkit is a complete and comprehensive set of tools that display price action-related analysis methods from volume data.
A total of 4 features are included within the toolkit. Symbols that do not include volume data will not be supported by the script.
🔶 USAGE
The volumetric toolkit puts a heavy focus on price action, returning support/resistance levels, ranges, volume divergences...etc.
The main premise between each feature is that volume has a direct relationship with market participants level of interest over a specific symbol, and that this interest is not constant over time.
Each individual feature is detailed below.
🔹 Ranges Of Interest
The Ranges Of Interest construct a range from a surge of high liquidity in the market. This range is constructed from the price high and price low of the candle with the associated significant liquidity.
The returned extremities can be used as support and resistance, with breakouts often being accompanied by significant liquidity as well, suggesting potential trend continuations.
The length setting associated with this feature determines how sensitive the range detection algorithm is to volume, with higher values requiring more significant volume in order to display a new range.
🔹 Impulses
Impulses highlight times when volume makes a new higher high while the price makes a new higher high or lower low, suggesting increased market participation.
When this occurs when the price makes a new higher high the impulse is considered bullish (green), if the price makes a new lower low the impulse is bearish (red).
Impulses occurring within an established trend opposite to it (e.g a bearish impulse on an uptrend) might be indicative of reversals.
The length setting works similarly to the previously described ranges of interest, with higher values requiring longer-term volume higher high and price higher high/lower low, highlighting more significant impulse and potentially longer-term reversals.
🔹 Levels Of Interest
Levels of interest display price levels of significant trading activity, contrary to the range of interest only the closing price is taken into account, also volume peaks are used to detect significant trading activity.
Note that this feature is subject to backpainting, that is lines are set retrospectively.
Users can determine the amount of most recent levels to display on the chart. These can be used as classical support/resistances.
🔹 Volume Divergence
We define volume divergence as a decreased market participation while a trend is still developing.
More precisely volume divergences are highlighted if volume makes a lower high while price is making a new higher high/lower low.
This can be indicative of a lack of further participation in the current trend, indicating a potential reversal.
Using higher length values will return longer-term divergences.
Note that this feature is subject to backpainting, that is lines are set retrospectively.
🔶 SETTINGS
🔹 Ranges Of Interest
Show Ranges Of Interest: Display Ranges Of Interest.
Length: Ranges Of Interest sensitivity to volume.
🔹 Impulses
Show Impulses: Display Ranges Of Interest.
Length: Impulses sensitivity to volume.
🔹 Levels Of Interest
Show: Determine if Levels Of Interest are displayed, and how many from the most recent.
Length: Level detection sensitivity to volume.
🔹 Volume Divergences
Show Divergences: Determine if Volume Divergences are displayed.
Length: Period for the detection of price tops/bottoms and volume peaks.
Intraday Intensity Index [SyntaxGeek]Intraday Intensity Index
This is a volume-based technical indicator that integrates volume with a security’s price. Use this to follow how intraday highs and lows are moving with volume.
The Intraday Intensity Index was developed by Dave Bostian.
It is one of several indicators that can be used to follow how volume is influencing a security’s price. It provides a continuous volume-focused indicator by using a security’s most recent close, high and low in its calculation while also factoring in volume.
I've searched high and low for the correct implementation of this measure and I can only find it buried within old books or in PineScript's own ta.iii, but no one has provided it as a histogram indicator correctly.
The main difference I can find is that most are not restricting volumes influence to the denominator solely, which is how Dave designed it.
For illustration the correct implementation is:
(2 * close - high - low) / ((high - low) * volume)
Such a simple change but compare to many other indicators that claim to implement the measure and it's easy to see the difference.
I also provided a high/low mode that aims to ease comparison to Bollinger Bands which is something that John Bollinger references when utilizing III.
Setting III to 20 trend and high/low mode can present similar areas of extreme breaks to the high or low and may be great entries for trades but you must complete your own analysis.
Crypto Spot/Futures Dominance Indicator with AlertsFutures/Spot Dominance Indicator:
Overview:
The futures/spot dominance indicator is a versatile tool used by traders and analysts to assess the relative strength or dominance of the futures market in relation to the spot (or cash) market for a specific asset. It offers insights into market sentiment, potential arbitrage opportunities, and risk management while incorporating the VWAP indicator for added context.
How It Works:
This indicator automatically detects and adapts to the futures symbol applied to the chart, simplifying the setup for traders. However, it still necessitates manual input of the corresponding spot pair to ensure accuracy.
Automatic Futures Symbol Detection: The indicator starts by automatically detecting the futures symbol on the trading chart, eliminating the need for manual configuration. This ensures that the indicator is applied to the correct futures contract.
Manual Spot Pair Entry: To provide a reliable reference point for the comparison, traders must manually input the corresponding spot symbol via the indicator's inputs. For instance, if the indicator detects the BTCUSDT.P futures symbol, traders would manually enter the BTCUSDT spot symbol.
Gathering Data: The indicator collects historical price data for both the detected futures contract and the manually specified spot symbol. This data includes open, high, low, and close prices, as well as trading volume.
VWAP Calculation: To gain a deeper understanding of price trends and market dynamics, the indicator calculates the VWAP (Volume Weighted Average Price) for both the futures and spot markets. The VWAP places more weight on prices with higher trading volume, offering a weighted average that reflects market consensus.
Premium/Discount Calculation: By subtracting the VWAP of the spot market from the VWAP of the futures market, the indicator quantifies the premium or discount of the futures price concerning the spot price. A positive value indicates a premium, while a negative value suggests a discount.
Plotting: The premium/discount value is displayed as a line on the chart, often alongside moving averages or other smoothing techniques for improved trend analysis.
Alerts: In addition to its analysis capabilities, this indicator now includes alerts to enhance your trading experience. It alerts you in the following scenarios:
Premium Above Average: Notifies you when the premium crosses above the average line.
Premium Below Average: Alerts you when the premium crosses below the average line.
Premium Above Zero: Provides an alert when the premium crosses above the zero line.
Premium Below Zero: Generates an alert when the premium crosses below the zero line.
Benefits of the Futures/Spot Dominance Indicator:
Sentiment Analysis: Traders use the indicator to assess market sentiment. A futures premium might signify bullish sentiment, while a discount could indicate bearish sentiment.
Arbitrage Opportunities: Identifying price discrepancies between futures and spot markets can help traders spot arbitrage opportunities, where they can profit from price differentials.
Risk Management: The indicator assists in evaluating risks associated with futures positions, helping traders manage their exposure effectively.
Trend Confirmation: When used in conjunction with other technical indicators, futures/spot dominance, along with VWAP, can provide additional confirmation of price trends.
Hedging: Investors and corporations use this tool to gauge the effectiveness of hedging strategies based on futures contracts.
Speculative Trading: Traders and investors use the indicator to inform speculative positions, aligning their trades with perceived market strength or weakness.
Insightful Analysis: Futures/spot dominance analysis, enriched by VWAP data, offers insights into market behavior during specific events or changes in economic conditions.
In summary, the futures/spot dominance indicator, with its integration of VWAP and automatic futures symbol detection, provides traders and investors with a comprehensive tool to assess market dynamics. It aids in sentiment analysis, risk management, and trend confirmation while offering potential arbitrage opportunities. The newly added alerts enhance the indicator's functionality, providing timely notifications of key market events. However, it relies on manual input of the corresponding spot pair to ensure precise comparisons between futures and spot markets. It should be used alongside other analysis techniques for a well-rounded view of the market.
Predictive Volume + MTF [Pro]"Predictive Volume + MTF " is a predictor of near-future volume available on 13 of your favorite time frames. The script calculates the volume's % change (PredVol) between Current Volume vs. Previous Volume by predicting whether PredVol will be higher or lower at the end of the current bar using an "elapsed time" vs "volume so far" concept. This gives the benefit of the most up-to-date information without artificial low/high comparisons when a bar has just formed. For example, it would be common to see -100% in a lot of instances when a new bar is just forming which would be normal because volume at the start of a new candle will generally be lower than where it was when the last bar closed. Where this indicator shines is during this old to new bar formation relative to the volume that's carried over to the new bar. As a result, it will now be common to see PredVol values starting much higher because the calculation is dividing up the bar and analyzing fractions of it instead of the entire bar that would otherwise lead to these incorrect volume % change calculations.
Examples of Predictive Volume % Change:
In addition, this indicator uses many other advanced and robust features:
⚡ Matrices that create the table, allowing you to add and remove rows and columns to customize the table to show only the information that's important to you
⚡ View up to 13 time frames at once - it's generally a good idea to have at least 5 time frames up to get an overall feeling of the direction/sentiment of volume with the 1d being 1 of the 5
⏩ Includes the following popular time frames: 1m, 3m, 5m, 10m, 15m, 30m, 1h, 2h, 4h, 8h, 1d, week, month
⚡ 3 "bias mode" choices that use Relative Volume (RVOL) from calculations between Current, Previous & Average Volume that provide a heat map with varying degrees of color representing buying & selling momentum of your favorite asset. Traders generally have an innate bias when it comes to their trading methodology. The script's
author created separate modes to account for this. One way to utilize the indicator is to use 2 on your chart, 1 Bullish and 1 Bearish, to see if volume sentiment is skewed towards your particular bias
⏩ 🟢 Standard Mode 🔴 - displays green and red to depict volume momentum using same RVOL calculations as Bullish & Bearish modes
⏩ 🐂 Bullish Mode 🐂 - displays 5 colors to represent the levels of intensity of the Buy/Sell/RVOL data (light blue, green, yellow, light orange, dark orange)
⏩ 🐻 Bearish Mode 🐻 - displays 5 colors to represent the levels of intensity of the Buy/Sell/RVOL data (light red to dark red)
Ex. of all 3 bias modes showing very bullish volume sentiment:
Ex. of all 3 bias modes showing very bearish volume sentiment:
⚡ 2 types of alerts: PREDEFINED and CUSTOM
💡 PREDEFINED ALERTS consist of 4 Bullish & Bearish levels with Lvl 1 designed to be less sensitive than Lvl 2 etc
⏩ Configurable for every time frame, "On Close" or "Each Bar". On Close could be a better choice on lower time frames so that you're not getting a bunch of triggers over a short duration & Each Bar could be a better option for higher time frames so that you don't miss a move mid bar for instance
⏩ Creating a PREDEFINED BULLISH/BEARISH ALERT saves a snapshot of the alert's settings. You can then change the settings and create another alert
⏩ For example, you could create one alert for any alert type (bull and/or bear), for every time frame all at once, or you can create multiple & separate alerts, giving each one a unique name with the time frame that it's for: ex. BTC - Bullish Vol Lvl1 (1m) (keep in mind that TV provides you the ticker, time frame & alert
type automatically (the script's author hard-coded the label names within the script and as a result when they do fire you're provided the type of alert, such as "Bearish Vol (Lvl 1). Technically, you don't even need to name the alert again)
In this example, you're provided information on how to create PREDEFINED ALERTS, what conditions cause the alerts to trigger and how they'll look when they do fire
💡 CUSTOM ALERTS consists of 6 metrics giving you the ability to create your own custom compound alerts
⏩ Configurable for every time frame, "On Close" or "Each Bar". On Close could be a better choice on lower time frames so that you're not getting a bunch of triggers over a short duration & Each Bar could be a better option for higher time frames so that you don't miss a move mid bar for instance
⏩ Creating a CUSTOM ALERT works the same way as PREDEFINED ALERTS (see chart below)
⏩ Check your conditions in real-time for accuracy via a debug feature aka "SHOW HELP FOR TIME FRAME"
In this example, you're provided information on how to create CUSTOM ALERTS
⚡ Header function that provides the ticker, time frame and session that you're on (can use in lieu of TV's watermark feature, or use together)
⏩ There's 2 customizable header inputs - you could include your TradingView username in one of them for the times when promoting your charts across your favorite social media sites
⚡ Timer that shows you when a bar will begin/end plus other features that allow you to change the size and positioning of the table within your charts
⚡ An input that allows you to change the "significant figures" for rounding purposes - can be especially useful when volume is low or when you're trading OTC stocks
⚡ 4 volume moving average lengths - Intraday, Daily, Weekly, Monthly - for those times when 1 moving average to cover the entire gamut of just won't suffice
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There's quite a bit more information provided in the attached charts as well as the tooltips within the inputs section of the indicator. Should you have any questions, feedback etc, please do not hesitate to contact the script's author. My hope is that this indicator becomes an invaluable resource to you and you're able to integrate it in to your everyday trading tool bag to make more informed decisions.
Price Volume DivergencePrice Volume Divergence (PVD) is designed to add extra confluence to volume analysis and mark potential reversals in the prevailing trend.
The script uses a simple correlation of price and volume over the predefined time horizon in "PVD Length".
If the correlation is positive (>0) the plotted line gets coloured blue.
If the correlation is negative (<0) the plotted line get coloured in red.
PVD should not be used on its own but in conjunction with other indicators!
YD_Volume_Alert"YD_Volume_Alert" is a simple alert based on the increasing volume.
Although it is a simple indicator, strategies to determine accumulation and distribution can be developed using this indicator, which will also be published as well.
📌 Usage, Details and Alert
Using this indicator is simple.
You can enter two scales, "Increased Percentage 1 (%)" and "Increased Percentage 2 (%)", with default values set to 200% and 500%.
Signals are displayed in green and red triangles at the bottom of the bar, also printed with the text "Increased Volume" and "Hugely increased Volume".
Alerts are provided as a combination of the chart's symbol and the set percentage. For example,
"BINANCE:BTCUSDT.P 's Volume : 200% increased."
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"YD_Volume_Alert" 는 거래량 증가에 따른 얼러트를 제공하는 간단한 지표입니다.
간단한 지표이지만 위 지표를 이용하여 매집과 매도의 타이밍으로 이용하는 전략 또한 개발할 수 있으며, 이 역시도 퍼블리시 할 예정입니다.
📌 사용 예시와 알림 설정
지표를 사용하는 방법은 간단합니다.
"Increased Percentage 1 (%)" 과 "Increased Percentage 2 (%)" 두 가지의 배율을 입력할 수 있으며, 기본값은 200%와 500%로 설정되어 있습니다.
시그널은 바 하단에 초록색, 빨간색 삼각형으로 각각 표시되며, "Increased Volume"과 "Hugely increased Volume"이라는 텍스트가 함께 출력됩니다.
얼러트는 자신이 설정한 차트의 심볼과 설정한 퍼센티지의 조합으로 제공되며 예를 들면 다음과 같습니다.
"BINANCE:BTCUSDT.P 's Volume : 200% increased."
Price Volume Trend Crosses This script is a modified version of the Price Volume Trend ( PVT ) that uses a moving average of the PVT as a signal ( sig ) line.
The length of the signal line can be adjusted as needed by changing the "PVTC Signal Length" value inside the indicator settings menu.
"PVTC Signal Type" allows you to pick between EMA and SMA as the signal line.
Logic behind this script:
If PVT > sig it indicates an bullish environment and gets coloured with the UP color.
If PVT < sig it indicates a bearish environment and get coloured with the DOWN color.
Colors can be modified in the indicator settings menu.
Crosses can be highlighted by ticking the "Highlight Crosses" box in the indicator settings menu.
"Fill Gaps" fills the gap between PVT and sig with the prevailing trends color.
PVTC should not be used on its own but in conjunction with other indicators!
