Fine-Tune Inputs: Fourier Smoothed Hybrid Volume Spread AnalysisUse this Strategy to Fine-tune inputs for the HSHVSA Indicator.
Strategy allows you to fine-tune the indicator for 1 TimeFrame at a time; cross Timeframe Input fine-tuning is done manually after exporting the chart data.
I suggest using " Close all " input False when fine-tuning Inputs for 1 TimeFrame. When you export data to Excel/Numbers/GSheets I suggest using " Close all " input as True , except for the lowest TimeFrame.
MEANINGFUL DESCRIPTION:
The Fourier Smoothed Hybrid Volume Spread Analysis (FSHVSA) Strategy/Indicator is an innovative trading tool designed to fuse volume analysis with trend detection capabilities, offering traders a comprehensive view of market dynamics.
This Strategy/Indicator stands apart by integrating the principles of the Discrete Fourier Transform (DFT) and volume spread analysis, enhanced with a layer of Fourier smoothing to distill market noise and highlight trend directions with unprecedented clarity.
This smoothing process allows traders to discern the true underlying patterns in volume and price action, stripped of the distractions of short-term fluctuations and noise.
The core functionality of the FSHVSA revolves around the innovative combination of volume change analysis, spread determination (calculated from the open and close price difference), and the strategic use of the EMA (default 10) to fine-tune the analysis of spread by incorporating volume changes.
Trend direction is validated through a moving average (MA) of the histogram, which acts analogously to the Volume MA found in traditional volume indicators. This MA serves as a pivotal reference point, enabling traders to confidently engage with the market when the histogram's movement concurs with the trend direction, particularly when it crosses the Trend MA line, signalling optimal entry points.
It returns 0 when MA of the histogram and EMA of the Price Spread are not align.
WHAT IS FSHVSA INDICATOR:
The FSHVSA plots a positive trend when a positive Volume smoothed Spread and EMA of Volume smoothed price is above 0, and a negative when negative Volume smoothed Spread and EMA of Volume smoothed price is below 0. When this conditions are not met it plots 0.
HOW TO USE THE STRATEGY:
Here you fine-tune the inputs until you find a combination that works well on all Timeframes you will use when creating your Automated Trade Algorithmic Strategy. I suggest 4h, 12h, 1D, 2D, 3D, 4D, 5D, 6D, W and M.
ORIGINALITY & USEFULNESS:
The FSHVSA Strategy is unique because it applies DFT for data smoothing, effectively filtering out the minor fluctuations and leaving traders with a clear picture of the market's true movements. The DFT's ability to break down market signals into constituent frequencies offers a granular view of market dynamics, highlighting the amplitude and phase of each frequency component. This, combined with the strategic application of Ehler's Universal Oscillator principles via a histogram, furnishes traders with a nuanced understanding of market volatility and noise levels, thereby facilitating more informed trading decisions.
DETAILED DESCRIPTION:
My detailed description of the indicator and use cases which I find very valuable.
What is the meaning of price spread?
In finance, a spread refers to the difference between two prices, rates, or yields. One of the most common types is the bid-ask spread, which refers to the gap between the bid (from buyers) and the ask (from sellers) prices of a security or asset.
We are going to use Open-Close spread.
What is Volume spread analysis?
Volume spread analysis (VSA) is a method of technical analysis that compares the volume per candle, range spread, and closing price to determine price direction.
What does this mean?
We need to have a positive Volume Price Spread and a positive Moving average of Volume price spread for a positive trend. OR via versa a negative Volume Price Spread and a negative Moving average of Volume price spread for a negative trend.
What if we have a positive Volume Price Spread and a negative Moving average of Volume Price Spread?
It results in a neutral, not trending price action.
Thus the Indicator/Strategy returns 0 and Closes all long and short positions.
In the next Image you can see that trend is negative on 4h, we just move Negative on 12h and Positive on 1D. That means trend/Strategy flipped negative .
I am sorry, the chart is a bit messy. The idea is to use the indicator/strategy over more than 1 Timeframe.
Use this Strategy to fine-tune inputs for the HSHVSA Indicator.
(Strategy allows you to fine-tune the indicator for 1 TimeFrame at a time; cross Timeframe Input fine-tuning is done manually after exporting the chart data)
I suggest using " Close all " input False when fine-tuning Inputs for 1 TimeFrame. When you export data to Excel/Numbers/GSheets I suggest using " Close all " input as True , except for the lowest TimeFrame. I suggest using 100% equity as your default quantity for fine-tune purposes. I have to mention that 100% equity may lead to unrealistic backtesting results. Be avare. When backtesting for trading purposes use Contracts or USDT.
Volumespreadanalysis
Fourier Smoothed Hybrid Volume Spread AnalysisIndicator id:
USER;91bdff47320b4284a375f428f683b21e
(only relevant to those that use API requests)
MEANINGFUL DESCRIPTION:
The Fourier Smoothed Hybrid Volume Spread Analysis (FSHVSA) indicator is an innovative trading tool designed to fuse volume analysis with trend detection capabilities, offering traders a comprehensive view of market dynamics.
This indicator stands apart by integrating the principles of the Discrete Fourier Transform (DFT) and volume spread analysis, enhanced with a layer of Fourier smoothing to distill market noise and highlight trend directions with unprecedented clarity.
This smoothing process allows traders to discern the true underlying patterns in volume and price action, stripped of the distractions of short-term fluctuations and noise.
The core functionality of the FSHVSA revolves around the innovative combination of volume change analysis, spread determination (calculated from the open and close price difference), and the strategic use of the EMA (default 10) to fine-tune the analysis of spread by incorporating volume changes.
Trend direction is validated through a moving average (MA) of the histogram, which acts analogously to the Volume MA found in traditional volume indicators. This MA serves as a pivotal reference point, enabling traders to confidently engage with the market when the histogram's movement concurs with the trend direction, particularly when it crosses the Trend MA line, signalling optimal entry points.
It returns 0 when MA of the histogram and EMA of the Price Spread are not align.
HOW TO USE THE INDICATOR:
The FSHVSA plots a positive trend when a positive Volume smoothed Spread and EMA of Volume smoothed price is above 0, and a negative when negative Volume smoothed Spread and EMA of Volume smoothed price is below 0. When this conditions are not met it plots 0.
ORIGINALITY & USEFULNESS:
The FSHVSA is unique because it applies DFT for data smoothing, effectively filtering out the minor fluctuations and leaving traders with a clear picture of the market's true movements. The DFT's ability to break down market signals into constituent frequencies offers a granular view of market dynamics, highlighting the amplitude and phase of each frequency component. This, combined with the strategic application of Ehler's Universal Oscillator principles via a histogram, furnishes traders with a nuanced understanding of market volatility and noise levels, thereby facilitating more informed trading decisions.
DETAILED DESCRIPTION:
My detailed description of the indicator and use cases which I find very valuable.
What is the meaning of price spread?
In finance, a spread refers to the difference between two prices, rates, or yields. One of the most common types is the bid-ask spread, which refers to the gap between the bid (from buyers) and the ask (from sellers) prices of a security or asset.
We are going to use Open-Close spread.
What is Volume spread analysis?
Volume spread analysis (VSA) is a method of technical analysis that compares the volume per candle, range spread, and closing price to determine price direction.
What does this mean?
We need to have a positive Volume Price Spread and a positive Moving average of Volume price spread for a positive trend. OR via versa a negative Volume Price Spread and a negative Moving average of Volume price spread for a negative trend.
What if we have a positive Volume Price Spread and a negative Moving average of Volume Price Spread ?
It results in a neutral, not trending price action.
Thus the indicator returns 0.
In the next Image you can see that trend is negative on 4h, neutral on 12h and neutral on 1D. That means trend is negative .
I am sorry, the chart is a bit messy. The idea is to use the indicator over more than 1 Timeframe.
What is approximation and smoothing?
They are mathematical concepts for making a discrete set of numbers a
continuous curved line.
Fourier and Euler approximation of a spread are taken from aprox library.
Key Features:
Noise Reduction leverages Euler's White noise capabilities for effective Volume smoothing, providing a cleaner and more accurate representation of market dynamics.
Choose between the innovative Double Discrete Fourier Transform (DTF32) and Regular Open & Close price series.
Mathematical equations presented in Pinescript:
Fourier of the real (x axis) discrete:
x_0 = array.get(x, 0) + array.get(x, 1) + array.get(x, 2)
x_1 = array.get(x, 0) + array.get(x, 1) * math.cos( -2 * math.pi * _dir / 3 ) - array.get(y, 1) * math.sin( -2 * math.pi * _dir / 3 ) + array.get(x, 2) * math.cos( -4 * math.pi * _dir / 3 ) - array.get(y, 2) * math.sin( -4 * math.pi * _dir / 3 )
x_2 = array.get(x, 0) + array.get(x, 1) * math.cos( -4 * math.pi * _dir / 3 ) - array.get(y, 1) * math.sin( -4 * math.pi * _dir / 3 ) + array.get(x, 2) * math.cos( -8 * math.pi * _dir / 3 ) - array.get(y, 2) * math.sin( -8 * math.pi * _dir / 3 )
Fourier of the imaginary (y axis) discrete:
y_0 = array.get(x, 0) + array.get(x, 1) + array.get(x, 2)
y_1 = array.get(x, 0) + array.get(x, 1) * math.sin( -2 * math.pi * _dir / 3 ) + array.get(y, 1) * math.cos( -2 * math.pi * _dir / 3 ) + array.get(x, 2) * math.sin( -4 * math.pi * _dir / 3 ) + array.get(y, 2) * math.cos( -4 * math.pi * _dir / 3 )
y_2 = array.get(x, 0) + array.get(x, 1) * math.sin( -4 * math.pi * _dir / 3 ) + array.get(y, 1) * math.cos( -4 * math.pi * _dir / 3 ) + array.get(x, 2) * math.sin( -8 * math.pi * _dir / 3 ) + array.get(y, 2) * math.cos( -8 * math.pi * _dir / 3 )
Euler's Smooth with Discrete Furrier approximated Volume.
a = math.sqrt(2) * math.pi / _devided
b = math.cos(math.sqrt(2) * 180 / _devided)
c2 = 2 * math.pow(a, 2) * b
c3 = math.pow(a, 4)
c1 = 1 - 2 * math.pow(a, 2) * math.cos(b) + math.pow(a, 4)
filt := na(filt ) ? 0 : c1 * (w + nz(w )) / 2.0 + c2 * nz(filt ) + c3 * nz(filt )
Usecase:
First option:
Leverage the script to identify Bullish and Bearish trends, shown with green and red triangle.
Combine Different Timeframes to accurately determine market trend.
Second option:
Pull the data with API sockets to automate your trading journey.
plot(close, title="ClosePrice", display=display.status_line)
plot(open, title="OpenPrice", display=display.status_line)
plot(greencon ? 1 : redcon ? -1 : 0, title="position", display=display.status_line)
Use ClosePrice, OpenPrice and "position" titles to easily read and backtest your strategy utilising more than 1 Time Frame.
Indicator id:
USER;91bdff47320b4284a375f428f683b21e
(only relevant to those that use API requests)
Cumulative Volume Delta (CVD)█ OVERVIEW
Cumulative Volume Delta (CVD) is a volume-based trading indicator that provides a visual representation of market buying and selling pressure by calculating the difference in traded volumes between the two sides. It uses intrabar information to obtain more precise volume delta information than methods using only the chart's timeframe.
Volume delta is the net difference between Buy Volume and Sell Volume. Positive volume delta indicates that buy volume is more than sell volume, and opposite. So Cumulative Volume Delta (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.
I found simple and fast solution how to calculate CVD, so made plain and concise code, here is CVD function :
cvd(_c, _o, _v) =>
var tcvd = 0.0, delta = 0.0
posV = 0.0, negV = 0.0
totUV = 0.0, totDV = 0.0
switch
_c > _o => posV += _v
_c < _o => negV -= _v
_c > nz(_c ) => posV += _v
_c < nz(_c ) => negV -= _v
nz(posV ) > 0 => posV += _v
nz(negV ) < 0 => negV -= _v
totUV += posV
totDV += negV
delta := totUV + totDV
cvd = tcvd + delta
tcvd += delta
cvd
where _c, _o, _v are close, open and volume of intrabar much lower timeframe.
Indicator uses intrabar information to obtain more precise volume delta information than methods using only the chart's timeframe.
Intrabar precision calculation depends on the chart's timeframe:
CVD is good to use together with open interest, volume and price change.
For example if CVD is rising and price makes good move up in short period and volume is rising and open interest makes good move up in short period and before was flat market it is show big chance to pump.
VSA Volume Spread AnalysisVolume Spread Analysis with Trend Direction is an indicator designed to Identify trend based volume spread.
Volume
Spread
Trend
This is a very simple yet powerful to identify Trend and corresponding volume Breakout. Unlike other Volume Indicators this indicator detects Breakout along with trend direction. One can detect the Early breakout in volume using this indicator. The Buy or Sell Signal is based on zero crossing of the Histogram.
Trend direction is confirmed using the MA of the Histogram which is similar to the Volume MA on volume indicator. One can enter a trade using the indicator when Trend direction and histogram are in same direction. Entry is done when ever histogram crosses the Trend MA line.
Fake entries can be eliminated by changing the indicator to higher Timeframe.
Spread is determined using the difference in open and close of the candle
Volume change is determined using the ratio of change of volume to previous volume
EMA 10 is used to determine the Spread and multiplied by volume change so the
PRICE(ema10), Volume, Spread(close-open) are merged to one indicator.
Direction changes when ever difference of VSA is positive or negative.
Volume Footprint Voids [BigBeluga]Volume Footprint Voids is a unique tool that uses lower timeframe calculation to plot different styles of single candle POC.
This indicator is very powerful for scalping and finding very precise entry and exits, spotting potential trapped traders, and more.
Unlike many other volume profiles, this aims to plot single candle profiles as well as their own footprints.
🔶 FEATURES
The script includes the following settings:
Windows: Plotting style and calculations
Coloring modes
Display modes
lower-timeframe calculations
🔶 CALCULATION
In the image above we can see how the script calculates each level position that will serve as a calculation process to see how much volume/closes there are within the levels.
In the image above, we can have a more clear example of how we count each candle close.
We use the prior screenshot as an example, after setting each level we will use the lower-timeframe input to measure the amount of closes within the ranges.
Depending on the lot size, the box will be larger or smaller, usually the POC will always have the highest box size.
NOTE: Size is the starting point, always from the low of the candle.
To find more voids, select a closer LTF to the current one you're using.
To find fewer voids, select a timeframe away from your current one.
Due to Pine Script limitations, we are only able to plot a certain amount of footprints, and we can't plot the whole history chart.
POC will be the largest block displayed, indicating the time point of control
Gray areas are closes above the average
Black are Void or imbalance that price will fill in the future, like FVG
The image above shows an incorrect size input that will lead to bad calculations, while on the other side, a correct size input that will lead to a clear vision and better calculation.
🔶 WINDOWS
The "▲▼" Mode will display delta buyers and delta sellers coloring with voids as black.
It also offers a gradient mode for a beautier visualization
The "Total Volume" mode will display the net volume within the lot size (closes within the levels).
This is useful to spot possible highest net volume within the same highest lot size.
The "POC + Gaps" will show both POC and Gaps as the highest block while all the rest will be considered as the smaller block.
This is useful to see where the highest lot were and if there are higher or lower imbalances within the candle
The last option "Gaps" will simply display the gaps as the highest block, while the POC as the lowest block.
This is useful to have a better view of the gaps areas
🔶 EXAMPLE
This is one of the most basic examples of how this script can be used. POC at the bottom creating a strong support area as price holds and creates higher voids gap that price fills while rising.
🔶 SETTINGS
Users have full control over the script, from colors to choosing the lower-timeframe inputs to disabling the lot size.
Whalemap [BigBeluga]The Whalemap indicator aims to spot big buying and selling activity represented as big orders for a possible bottom or top formation on the chart.
🔶 CALCULATION
The indicator uses volume to spot big volume activity represented as big orders in the market.
for i = 0 to len - 1
blV.vol += (close > close ? volume : 0)
brV.vol += (close < close ? volume : 0)
When volume exceeds its own threshold, it is a sign that volume is exceeding its normal value and is considered as a "Whale order" or "Whale activity," which is then plotted on the chart as circles.
🔶 DETAILS
The indicator plots Bubbles on the chart with different sizes indicating the buying or selling activity. The bigger the circle, the more impact it will have on the market.
On each circle is also plotted a line, and its own weight is also determined by the strength of its own circle; the bigger the circle, the bigger the line.
Old buying/selling activity can also be used for future support and resistance to spot interesting areas.
The more price enters old buying/selling activity and starts producing orders of the same direction, it might be an interesting point to take a closer look.
🔶 EXAMPLES
The chart above is showing us price reacting to big orders, finding good bottoms in price and good tops in confluence with old activity.
🔶 SETTINGS
Users will have the options to:
Filter options to adjust buying and selling sensitivity.
Display/Hide Lines
Display/Hide Bubbles
Choose which orders to display (from smallest to biggest)
Intraday Volume Profile [BigBeluga]The Intraday Volume Profile aims to show delta volume on lower timeframes to spot trapped shorts at the bottom or trapped longs at the top, with buyers pushing the price up at the bottom and sellers at the top acting as resistance.
🔶 FEATURES
The indicator includes the following features:
LTF Delta precision (timeframe)
Sensibility color - adjust gradient color sensitivity
Source - source of the candle to use as the main delta calculation
Color mode - display delta coloring in different ways
🔶 DELTA EXAMPLE
In the image above, we can see how delta is created.
If delta is positive, we know that buyers have control over sellers, while if delta is negative, we know sellers have control over buyers.
Using this data, we can spot interesting trades and identify trapped individuals within the candle.
🔶 HOW TO USE
In the image above, we can see how shorts are trapped at the bottom of the wick (red + at the bottom), leading to a pump also called a "short squeeze."
Same example as before, but with trapped longs (blue + at the top).
This can also work as basic support and resistance, for example, trapped shorts at the bottom with positive delta at the bottom acting as strong support for price.
Users can have the option to also display delta data within the corresponding levels, showing Buyers vs Sellers for more precise trading ideas.
NOTE:
User can only display the most recent data for the last 8 buyers and sellers.
It is recommended to use a hollow candle while using this script.
High volume candles.
High Volume Candles Indicator:
This is a simple tool that shows you when there's a lot of action in the market. It highlights the candles with the highest trading volume on your chart.
What It Does:
Picks the Busiest Candle: It points out the candle with the most trading in your set time.
Shows Buying and Selling: Green for lots of buying, red for lots of selling.
You Choose the Time Frame: Whether it's a few candles or many, it's up to you.
Best Part - Alerts:
Get Notified: The cool thing? It'll alert you when these big volume candles happen. You won't miss the important moments.
Use this to keep track of when things are really moving in the market, without having to watch your screen all the time.
Relative Volume Candles [QuantVue]In the words of Dan Zanger, "Trying to trade without using volume is like trying to drive a few hundred miles without putting gas in your tank. Trying to trade without chart patterns is like leaving without having an idea how to get there!"
Volume tends to show up at the beginning and the end of trends. As a general rule, when a stock goes up on low volume, it's seen as negative because it means buyers aren't committed. When a stock goes down on low volume, it means that not many people are trying to sell it, which is positive.
The Relative Volume Candles indicator is based on the Zanger Volume Ratio and designed to help identify key volume patterns effortlessly, with color coded candles and wicks.
The indicator is designed to be used on charts less than 1 Day and calculates the average volume for the user selected lookback period at the given time of day. From there a ratio of the current volume vs the average volume is used to determine the candle’s colors.
The candles wicks are color coded based on whether or not the volume ratio is rising or falling.
So when is it most important to have volume? When prices break out of a consolidation pattern like a bull flag or cup and handle pattern, volume plays a role. When a stock moves out of a range, volume shows how committed buyers are to that move.
Note in order to see this indicator you will need to change the visual order. This is done by selecting the the 3 dots next to the indicator name, scrolling down to visual order and selecting bring to front.
Indicator Features
🔹Selectable candle colors
🔹Selectable ratio levels
🔹Custom lookback period***
***TradingView has a maximum 5,000 bar lookback for most plans. If you are on a lower time frame chart and you select a lookback period larger than 5,000 bars the indicator will not show and you will need to select a shorter lookback period or move to a higher time frame chart.
Give this indicator a BOOST and COMMENT your thoughts!
We hope you enjoy.
Cheers!
SaAy New Volume ComputationOverview of the Indicator
The "SaAy New Volume Computation" is a trading tool designed to give traders a clear understanding of market volume movements. It overlays on the main trading chart, providing insights into buying and selling pressures.
Key Features of the Indicator
Up and Down Volume Analysis
Buying Pressure (Up Volume) : This metric totals the trading volume on days when the market closes higher than it opens, indicating a bullish or positive market sentiment.
Selling Pressure (Down Volume) : Conversely, this measures the trading volume on days when the market closes lower than it opens, reflecting a bearish or negative sentiment.
Comparative Volume Analysis
Average Volume Comparison : The indicator also compares recent trading volume with the average volume over a set period. This comparison helps identify whether the current trading volume is unusually high or low compared to normal conditions.
Practical Use for Traders
Market Sentiment Understanding : By analyzing the up and down volumes, traders can get a sense of whether the market is dominated by buyers (bulls) or sellers (bears).
Volume Trend Identification: Comparing current trading volumes with the average volume can help traders spot trends or significant changes in market activity. For example, a higher than average volume on a day with rising prices might suggest strong buying interest and a possible continuation of the upward trend.
Conclusion
Overall, the "SaAy New Volume Computation" indicator is a valuable tool for traders. It simplifies the complex task of volume analysis, providing easy-to-understand metrics that indicate market trends and trader sentiment. This can help traders make more informed decisions and better understand the dynamics of the markets they are trading in.
Bitcoin Aggregated Volume Profile «NoaTrader»If you use volume profile for analyzing Bitcoin, you may know that sometimes the decisions of big CEXs like Binance can change the volume of each symbol and so the analysis perceived from the data (which may not be valid anymore); Like when Binance decided to transfer the free transaction fee promotion from BTCUSDT to BTCTUSD pair or the new introduced BTCFDUSD pair with volume market share as much as BTCTUSD after only 1 month (according to the coinmarketcap's data).
This indicator tries to solve that problem for using volume profile. So, it collects all the volumes of different pairs from different exchanges and then uses all of them to calculate the volume profile.
Also, there is an option to compare the current symbols volume to the whole volume profile which is a Boolean option in the settings (the picture above)
The aggregated volume data includes:
BINANCE:BTCUSDT
BINANCE:BTCTUSD
BINANCE:BTCBUSD
BINANCE:BTCFDUSD
BINANCE:BTCDAI
BINANCE:BTCEUR
BITSTAMP:BTCUSDT
BITSTAMP:BTCUSD
COINBASE:BTCUSDT
COINBASE:BTCUSD
COINBASE:BTCEUR
HUOBI:BTCUSDT
KUCOIN:BTCUSDT
KRAKEN:XBTUSD
KRAKEN:XBTEUR
BITFINEX:BTCUSD
BYBIT:BTCUSDT
KRAKEN:BTCUSD
OKX:BTCUSDT
Omega OscillatorThe Omega Oscillator is a toolkit designed to help both experienced and new traders with their trading decisions.
This indicator is a part of the omega toolkit, and his creation method is based on the concept that every trading strategy should have a way to determine the trend, or the bias, that answers the question “long or short?”; the location, which identifies the best price level to enter into a position and to exit, both in profit and in loss, and that will decide the final risk-to-reward ratio of the trade you take; the signal, which is useful to determine the best moment to enter into a position and that if paired with the trend point, his purpose is to identify when the large trend picture is in confluence with the small term; and last but not least the filter point, the filter is used to have another way to have an additional confluence with the trade you want to take, and it’s important to reduce the number of false signals and to increase the win rate.
This tool aims to help traders with the identification of the filter, to allow traders to judge their trades with other tools that can reduce false signals. It’s important to note that indicator and technical analysis is only one of the several different ways to analyze an asset.
One of the main things to keep in mind when working with the financial markets is that not every asset, every historical phase, and every market condition is the same, this is why this tool can be highly personalized and adjustable and provide different overlay tools in order to allow traders to choose the best settings considering these variables and your backtests.
The Oscillator can potentially work on any timeframe and any market thanks to these characteristics, and contains several different unique features:
- Optimization for the perception length parameter, used to analyze data.
- Optimization for the analysis length parameter, used to display data.
- Faculty to personalize the aesthetics of the indicators with the colors and the line width of the main line.
- 5 different tools to let the user choose the optimal way to filter out false signals and analyze the markets.
This script contains several different oscillators, each one precisely designed to remove false signals of different methods of trade.
The first one, called “Omega” is a combination of the best functionality of the other indicator. It contains the “Pendulum” advanced stochastic lines and overbought and oversold lines to analyze reversals, a long-term smoothed histogram to analyze the trend direction based on the “Pullback” formula, and the excess in the volume of the “Interest” oscillator.
The second one is called “Efficiency” and it aims to be the optimal tool to combine with the popular volume spread analysis. His purpose is to analyze the efficiency that the volume has to move the price and this means that when the oscillator is positive, either for the short term with the separated colored lines or the histograms that show the difference between the two lines in the middle-long term trend, this means that the volume has more strength compared to the opposite site volume. The usage of this indicator is to filter out bad signals in the area you are evaluating to take a trade. Be aware that using this oscillator at the beginning of open sessions can lead to false results.
The third one is called “Interest” and it does not include the price in his calculation, but only the volume. It has both the main line and the histogram that like other indicators display respectively the short and the medium-long-term trend. His usage, with the deviation bands automatically displayed, is to detect if there is more strength in the positive candle volume or in the negative candles, to use the volume strength analysis, it’s great to predict reversal and to analyze divergences.
The fourth one is called “Pendulum” and it displays an advanced formula of the popular stochastic oscillator that includes volume, with the oversold and overbought formula that if crossed origin the colored area that you see at the opposite levels, his usage is to determine potential reversal and trend direction, occasionally you can also use the cross of the two lines as a signal to enter a trade.
Additionally, this tool has a histogram that displays the true momentum of the asset you are trading.
The fifth and last one is the Pullback oscillator, and it contains several unique features. This tool will show you the price, displayed as standard candles, of the price. This oscillator can be used both for trend following and for mean reversal trading analysis. The middle area and the smoothed line that you can see aim to be potential support and resistance zones for the price. Note that the price on the moving average of the oscillator is based on volume pressure, and the color of the middle zone area is on the direction of the large trend.
This oscillator also has reversal zones that can help traders identify potential trend exhaustion and reversal price levels, that dynamically change based on the trend situation and adapt their width to the price volatility.
Risk Disclaimer:
All content and scripts provided are purely for informational & educational purposes only and do not constitute financial advice or a solicitation to buy or sell any securities of any type. Past performance does not guarantee future results. Trading can lead to a loss of the invested capital in the financial markets. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
Relative Strength Volume ComparisonThe Relative Strength Volume Comparison is a powerful tool that can help traders identify the current trend based on volume pressure and potential reversals.
This oscillator is made of two lines and the overbought and oversold levels. Each of these two lines is a relative-strength formula that contains both the famous RSI and CCI formulas, smoothed by a Hull moving average.
The two lines are different for input. The colored line is based just on price and changes color based on the relation with the other line. The second line uses as input an average of three different popular volume indicators: The OBV, the Accumulation/Distribution, and the PVT.
Thanks to this tool, which uses 6 different formulas combined, traders can:
- Identify the current trend direction, based on the color of the area fill and the first colored line
- Identify potential reversal areas thanks to the overbought and oversold levels, customizable in the input section alongside the length and smoothing parameters.
Time Profile [QuantVue]The Time Profile indicator provides traders with a comprehensive view of volume and time-based price activity. The indicator combines two essential components into one indicator: the volume profile and the time profile.
The volume profile represents the distribution of trading volume at different price levels over a specified period and is displayed as a circle on the chart.
It provides a visual representation of where the majority of trading volume occurred and often highlights significant support and resistance levels. The volume profile is calculated as the closing price of the highest volume intraday bar, based on the user selected lower time frame.
On the other hand, the time profile focuses on analyzing the time spent at certain price levels. The indicator divides the current bars range into 10 blocks and counts the number of user selected lower time frame closes within each time block.
The block with the most lower time frame closes in it is deemed the time point of control. Traders can use this information to identify time blocks where price movement was most significant.
The time profile is drawn on the Y axis of the current bar to allow for an easy visualization of where price spent most of its time. Historical time profiles are also noted on previous bars with a dash marking the level.
The Time Profile indicator offers several customization options. Traders can adjust the timeframe for the lower time frame data, decide whether to display the time profile, and customize colors for visual clarity.
Additionally, traders can choose to highlight instances where the Volume POC and Time POC align, indicating a strong concentration of volume and price activity.
Don't hesitate to reach out with any questions or concerns.
We hope you enjoy!
Cheers.
Volumen Salvatierra
The "Salvatierra Volume" Indicator is an indicator based and created in homage to Tom Williams (author of "Master The Markets") . It helps to interpret the volume and movements of the market, in a simple way. Its benefits are:
Helps identify climatic volumes
Helps identify if there are or not strong hands in the market
Shows if a trend is being driven by volume and if the volume is strong
Red Volume:
Weak hands only
Green Volume:
Strong Hands Testing or guiding the price
Black Volume:
volume is normal
White Candles:
Sail with very little volume
Black Candles:
candle with a lot of volume
El Indicador de "Volumen Salvatierra" es un indicador basado y creado en homenaje a Tom Williams (autor de "Master The Markets") . Ayuda a interpretar el volumen y los movimientos del mercado, de una manera sencilla. Sus beneficios son:
Ayuda a identificar los volúmenes climáticos
Ayuda a identificar los momentos en los que no hay manos fuertes en el mercado
Muestra si una tendencia esta siendo guiada por el volumen y si el volumen es fuerte
Volumen Rojo:
Solo manos débiles
Volumen Verde:
Manos Fuertes Testeando o guiando el precio
Volumen Negro:
El volumen es normal
Velas blancas:
Vela con muy poco volumen
Velas Negras:
Vela con mucho volumen
Wyckoff Wave Volume
What Is Wyckoff Wave Volume and How Does It Work?
It is the cumulative sum of exchanged (sold/bought) shares or contracts on a given wave (downward or upward) in a given time plotted below the chart as volume histogram. It shows how much trade is taking place on a given wave. Values are displayed below the chart as opposed to the Wyckoff Wave Chart indicator which displays these values as numbers plotted on the chart.
As you can see in the attached chart, volume candles usually only show a single buyer and seller exposure on the chart. On a normal volume, "Volume Spike" are clearly visible, which play an important role in the analysis. However, the cumulative volume on a wave gives us much more information and shows exactly on which waves the biggest purchases or the biggest sales take place. As in the attached chart, we can see how buyers aggressively carried out the final accumulation action just before the range breakout. In the analysis of the Wyckoff method, cumulative volume is a key indicator to assess the strength or weakness of the market.
It works very similarly the other way around (distribution). Before the market changes direction after large increases, downward waves are characterized by very high volume, which is drawn on the histogram as ultra-high bars. This is information about the distribution carried out by the players - taking profits after increases or opening shorts.
Wyckoff Wave Volume for TradingView
Wyckoff Wave Volume is the best tool to identify turning points in all markets. Money plays in the market, not set ups. Therefore, in order to earn money, you must play in the same direction as the professionals! It is thanks to the observation of the volume that you can know which side the professionals (Smart Money) are on and trade in accordance with their direction. You can also "look" inside the chart and see on the numbers or graphical histogram who controls the market at a given moment - Buyer or the Seller.
Let's Start From The Beginning!
Wyckoff Wave Volume created by Richard Wyckoff in early 1930' were a breakthrough in technical analysis. In his famous technical analysis course, he told his students to "think like waves". Volume analysis was an integral part of his way of investing. During the period when Wyckoff was active in the financial markets wave volume was calculated manually, we now have a fully automated version for TradingView. Using Wyckoff Cumulative Volume you will be surprised how well it identifies turning points in all markets and on any time frame. This tool is very helpful in predicting trend changes in all markets like forex, crypto, futures and stocks.
In order for the indicator to work well on all charts, it is necessary to set the appropriate step in its settings.
"Step" is the wave setting to be taken into account when counting the volume on a given swing. The standard setting for each round is 30. This is the measure of pips on which the next upward or downward wave is to be counted. However, for individual assets, these settings can be adjusted individually.
Wyckoff Wave Chart
What Is Wyckoff Wave Chart and How Does It Work?
It is the cumulative sum of exchanged (sold/bought) shares or contracts on a given wave (downward or upward) in a given time plotted on the chart.
Wyckoff Wave Chart for TradingView
Wyckoff Wave Chart is the best tool to identify turning points in all markets. Money plays in the market, not set ups. Therefore, in order to earn money, you must play in the same direction as the professionals! It is thanks to the observation of the volume that you can know which side the professionals (Smart Money) are on and trade in accordance with their direction. You can also "look" inside the chart and see on the numbers or graphical histogram who controls the market at a given moment - Buyer or the Seller.
Let's Start From The Beginning!
Wyckoff Wave Chart created by Richard Wyckoff in early 1930' were a breakthrough in technical analysis. In his famous technical analysis course, he told his students to "think like waves". Volume analysis was an integral part of his way of investing. During the period when Wyckoff was active in the financial markets wave volume was calculated manually, we now have a fully automated version for TradingView. Using Wyckoff Cumulative Volume you will be surprised how well it identifies turning points in all markets and on any time frame. This tool is very helpful in predicting trend changes in all markets like forex, crypto, futures and stocks.
In order for the indicator to work well on all charts, it is necessary to set the appropriate step in its settings.
"Step" is the wave setting to be taken into account when counting the volume on a given swing. The standard setting for each round is 30. This is the measure of pips on which the next upward or downward wave is to be counted. However, for individual assets, these settings can be adjusted individually.
Another important setting is the "Volume Divider" - the cumulative volume numbers on a given swing displayed on the chart will be different for different assets. In the case of penny stocks, it can be even millions of listed assets. In order for the chart not to display too long numbers, you can divide it by 1000 / 10000 / 100000. In the case of small intervals such as 1 or 5 minute charts, "O" may appear at the ends of swings. You should then reduce the "Volume Divider" to 1 or 10.
Accumulation example:
Open VsaVsa Trend is a tool that utilizes the principles of Volume Spread Analysis (VSA) to identify potential trading opportunities. This tool highlights several principles such as PB, PBNC, PS, PSNC, TE, ND, Short Trend Tool, Trigger Lines, and Multiple Alignment of Trends.
These principles assist in identifying potential buy and sell opportunities based on the relative volume of bullish and bearish bars in different trend scenarios. The Short Trend Tool is used to compare the trend and closing price to determine the color of the trend. Trigger Lines are key support and resistance levels based on PB, PBNC, PS, and PSNC bars.
The Multiple Alignment of Trends feature allows users to select between different modes such as NO, Scalping, Day Trading, and Position Trading to help identify multiple trends across various timeframes.
The Confirmation Beginning Alert feature provides users with confirmation alerts based on various filters such as ND/TE, ND/TE & Short Trend, and ND/TE & Short Trend & Trend Alignment. Using this tool in combination with an AVWAP tool can enhance its effectiveness in identifying potential trading opportunities.
-Vsa Trend is a tool that applies the principles of Volume Spread Analysis (VSA) to identify potential trading opportunities.
-The Short Trend Tool is used to compare the trend and closing price to determine the color of the trend.
-The Multiple Alignment of Trends feature enables users to choose between different modes such as NO, Scalping, Day Trading, and Position Trading to detect multiple trends across various timeframes.
-The Confirmation Beginning Alert feature provides users with confirmation alerts based on various filters such as ND/TE, ND/TE & Short Trend, and ND/TE & Short Trend & Trend Alignment.
1-PB (Potential buy confirmed. In bearish trend, a bearish bar of high relative volume with the following bullish bar)
2-PBNC (Potential buy not confirmed. In bearish trend, a bearish bar of high relative volume with the following bearish bar)
3-PS (Potential sell confirmed. In an uptrend, a bullish bar of high relative volume with the next bearish bar)
4-PSNC (Potential unconfirmed sell. In an uptrend, a bullish bar of high volume relative to the next bullish bar)
5-TE (Test confirmed. In an uptrend, a bearish bar with lower volume than the previous 2 bars, with the next bullish on average volume)
6-ND (No Confirmed Demand. In a downtrend, a bullish bar with lower volume than the previous 2 bars, with the next bearish on average volume)
7-Short Trend Tool (It is an SMA that compares its trend and the closing price to define its color
8-Trigger Lines (They are the maximum and minimum values of a PB, PBNC, PS, or PSNC bar) The idea is to look for a TEST confirmation on or NO DEMAND under that area. The above areas are also important support and resistance levels, which is why they are charted.
9-The PS/PSNC/PB/PBNC principles are always graphed as it helps us to keep in mind a possible setup in VSA. You can choose if you want to receive alerts when a principle is presented.
10. Multiple Alignment of Trends (Allows you to select between 3 modes. NO/Scalping/Day Trading and Position Trading) According to this, the "Short Trend Tool" is taken in several timeframes and when it has alignment in its trend color, it will change from color the corresponding background.
11. Confirmation Beginning Alert: Allows you to decide if you want to receive TEST or NO DEMAND Confirmation alerts under 3 filters
-ND/TE: Only the beginning is required with no short-term trend
-ND/TE & Short Trend: In addition to the principle, it takes into account the Color of the current short-term trend.
-ND/TE & Short Trend & Trend Alignment: In addition to the above, the color of the multiple alignment is taken into account to trigger an alert.
-It work better if you use in combination with a Daily VWAP tool
Volume DockThis oscillator has two different modes:
The first one called RSIs is a comparison between the Relative strength index of the Accumulation/Distribution (and the On Balance Volume) and the normal price, to analyze the differences in momentum between the price with volume and without.
The second one, called Dock, is similar except for the fact that the lines are smoothed using the hull moving average formula, this mode is great to signal entries and for reversal analyzing.
LNL Simple Hedging ToolLNL Simple Hedging Tool
Simple Hedging Tool was created specifically for swing traders who struggle with hedging. This tool helps to spot the ideal moments to put the hedges on (protection of the portfolio during "high risk" times). Simple Hedging Tool will not help you when day trading. It was designed for the daily charts. It is called simple because it is pretty much self-explanatory indicator. The candles are either blue or yellow. Meaning of the colors depend on the version you are using. This tool consist of two versions:
SPX Version:
This version was designed for indexes & overall market benchmarks. In contrast with the VIX version, the SPX version is little more sophisticated since it is based on key market internals. Blue arrows above the candles? More often than not this is signalizing that the key market internals are now approaching bearish signals which means it is the best time to hedge any bullish positions. On the contrary, the yellow arrows are the good reason to lighten up of the shorts & ease off the gas pedal on any bearish outlooks.
VIX Version:
Apart from the black swan events (big market crashes) Vix usually oscillates between the daily extremes. The VIX version is based on a simple bollinger band technique which is visualized with blue & yellow arrows. Whenever the yellow arrows & candles appear, it is good time to put the hedges on & perhaps lighten up on longs.
IMPORTANT DISCLAIMER:
The signals from this tool WILL NOT TELL YOU where to buy or sell! But rather when is a good time TO NOT buy or TO NOT sell. Once the signals appear it does not necessarily mean that the move is over & reversion willl happen immidiately. These signals can be flashing for days even weeks. They are not flashing for you to change the bias but rather tighten up your exposure in case your portfolio is mostly one sided.
Hope it helps.
ADX Volume Trend
Thie indicator is a modified and upgraded version of the popular ADX tool.
ADX is used to determine the strength of a trend, and also to determine the direction in which the trend is likely to go.
With this script, I have added in the formula the usage of volume, leading to the following functionality.
The length is used to determine the period to calculate the trend strength and direction, and the average is used to then determine the oscillator and to confront the previous line.
The volume average determines how many volumes bars the indicator should use to determine if a volume bar is above or below average if volume mode is selected.
With the volume mode on, you'll get the DI+ and DI- lines, which are by default displayed as a histogram that calculates the difference between the two lines, called "Directional difference", are calculated using also the volume in the formula, multiplying the normal output by the volume multiplier. I suggest using this mode in high-volume markets.
The trend strength difference is the area calculated using the difference between the ADX line and his moving average and can be used to analyze divergences in the swing points.
It has a lot of improvements and new functionalities, like:
- Histogram to show the output at best
- Averages to compare the data
- The option to include the volume inside of the formula
- Other options and esthetic changes
This indicator is created to improve the usability of the popular ADX indicator, including the very important variable of the volumes, in fact, it's the best to use for the Volume Spread Analysis.
Volume Spread Analysis IchimokuThis version of the popular Ichimoku indicator is modified to let the user choose between his classic mode and the volume-weighted mode.
Every line of the indicator is customizable with this function.
The Kijun and Tenkan lines are choosable from:
1. The normal version, so the average of the high and the low of the selected period
2. The volume mode, so the average price of the selected input ponderated to the volume
The Senkau Span A is the average from the Kijun (fast line) and the Tenkan (slow line) lines and it's choosable from:
1. The normal price version
2. The volume mode
3. The average between points 1 and 2
4. The automatic average between the two fast lines that you've chosen
The Senkau Span B is the slowest line of the indicator, used to determine the long-term trend, and can be chosen from:
1. The normal average price between the high and the low of the selected period
2. The volume average price, using the Volume Weighted Moving Average
The Trama Backline is the popular "LUX Algo" T.R.A.M.A. indicator, which I'm thankful for, and can be fantastically used to display the current trend strength and condition. This line is readable in the following way:
- If the line is moving sideways, the trend may be in a consolidation phase
- If the line is moving upwards or downwards, the trend may be in a trend phase
Market Interest ZoneGeneral description
The Market Interest Zone (MI Zone) indicator is designed to facilitate market analysis and meet the needs of most traders by building zones that can act as support or resistance.
The logic of each MI Zone is based on the culminating increase in volume (the analysis of such volume is done by comparing the volume of each candle with the SMA plotted for a certain period with the input volume data). This logic is not very useful in the middle of a pulse, so by comparing the OHLC of candles, the indicator builds such zones only on local pulse extremes. The indicator also has a built-in super trend indicator that acts as a trend filter. We have compared many technical indicators that can help filter zones, but in our opinion, super trend shows the best results due to more flexible settings compared to moving average. Each drawn Japanese candlestick is an independent zone from which you can open a position with a limit order and close a position, depending on the trader's usual risk management.
In this version of the indicator, only the D1 timeframe is available, but it is enough for long-term trades
The indicator has two modes:
Trend/Reversal - in which absolutely all zones are displayed;
Trend - which displays only those zones that have passed the filter in the direction of the current trend;
Opening a position with a market order when a zone of interest appears is not part of the strategy's logic, as it increases the commission and limits the trading potential. However, if you understand the market context, then such an entry with a market order can be realized.
In cases when the candle that formed the zone is quite volatile and has a large spread, it is permissible to place a limit order for 50% of this zone.
Examples of using a trading strategy
As we wrote earlier, each Japanese candlestick drawn is an independent zone that can be worked with without additional conditions and understanding of the context. The MI Zone appears under certain conditions, when the second candlestick closes after the zone itself. After that, you can place a limit order at the high/low of this zone (depending on the direction) + a protective stop order on the opposite side of the zone.
Simple Limit Entry in Trend/Reverse Mode:
Simple Limit Entry in Trend Mode:
Retest Limit Entry in Trend/Reverse Mode:
Mirror Retest Limit Entry in Trend/Reverse Mode:
Risk management strategy
Fixing positions is recommended when the RR reaches 1:3 to 1:5. It is also possible to split a position, the second part of which will be fixed at more global levels.
In the above examples, position fixation is shown exclusively at global levels. In real trading, we recommend closing part of the position when local levels are reached.
Also, when RR 1:1 is reached, it is recommended to move the stop loss to breakeven.
Conclusion
It is important to understand that this logic can have different meanings depending on the financial instrument used. Therefore, we recommend performing a basic backtest of the methods of use and risk management parameters before using the indicator directly.
