FuTech V-Spike & V-HighlighterFuTech V-Spike & V-Highlighter
In the context of trading and technical analysis, this volume spike & volume highlighter indicator is the perfect indicator used to assess market activity and make informed trading decisions.
Let's Understand in brief as below :
1) Volume Spike :
A volume spike refers to a sudden, significant increase in trading volume compared to the average volume over a specific period.
This spike can indicate heightened interest in a particular security, often preceding price movements.
Traders may look for volume spikes as signals for potential buy or sell opportunities because they can suggest that a stock is experiencing increased activity, possibly due to news, earnings releases, or other catalysts.
Characteristics of a Volume Spike:
Assess the sudden increase in trading volume.
It Can occur in both upward and downward price movements.
Often compared to the average volume over a defined period (e.g., the last 20 days).
2) Volume Highlighter:
A volume highlighter emphasizes significant changes in trading volume on a price chart. This indicator typically uses color coding to highlight periods of high volume, making it easier for traders to identify volume spikes at a glance.
How this indicator works:
a) Volume Spike will calculate the highest volume spike as per the user defined threshold multiplier. (Multiplier = when volume exceeds a certain threshold)
b) The threshold Multiplier can be set based on a fixed number or as a multiple of the Exponential Moving Average volume. Volume Spike Multiplier default is 1.5, means the EMA volume should cross 1.5 times the user defined lookback period
c) The result is derived from the user defined lookback candles by using its EMA instead of SMA, which will give us more precise results.
d) By default, last 10 candles EMA average is used to calculate the Volume Spike but you can choose your lookback period as many days, weeks, months, years of your choice !
e) In Volume Spike -
- Green candle will show Yellow color Bar as Bullish sentiments, whereas
- Red candle will show Black Bar as Bearish sentiments.
f) Volume Highlighter will highlight the candles background if the highest volume is crossing as per the the user defined lookback period
g) Default Lookback period is 20, Color coding (e.g., Blue for bullish spikes, Red for bearish spikes) helps traders quickly assess the volume context.
h) Volume Highlighter plotting shapes and positions can be modified
Illustration:
From the Above pic,
If last Volume Spike is 10 lookback candles, Spike multiplier is 1.5 and Highlighter lookback candles is 20,
Then yellow candle means the spike in volume which is 1.5 times higher than the last 10 candles
Highlighting color defines the highest volumes trading from the last 20 candles which is either Blue (Bullish) or Red (Bearish) sentiments
Conclusion :
Using FuTech V-Spike & V-Highlighter indicator - will help traders identify potential trading opportunities and better understand market dynamics.
By analyzing volume in conjunction with price movements, traders can make more informed decisions based on market sentiment.
Thank you !
Jai Swaminarayan Dasna Das !
He Hari ! Bas Ek Tu Raji Tha !
Volumespike
Advanced Volume-Driven Breakout SignalsThe "Advanced Volume-Driven Breakout Signals" indicator is a cutting-edge tool designed to help traders identify high-potential trading opportunities through sophisticated volume analysis techniques. This indicator integrates volume flow analysis, moving averages, and Relative Volume (RVOL) to provide a comprehensive view of market conditions, going beyond traditional Volume Spread Analysis (VSA) methods.
Key Features:
Volume Flow Analysis: Distinguishes bullish and bearish volume flows with distinct colors, making it easier to visualize market sentiment and potential breakout points.
Volume Flow Moving Averages: Calculates moving averages for volume using various methods (SMA, EMA, WMA, HMA, VWMA), accommodating different trading strategies. This includes settings for adjusting the type of moving average and its period, as well as thresholds for high, medium, and low volume levels.
Volume Spikes Detection: Identifies significant volume spikes based on user-defined multipliers and moving averages, highlighting unusual trading activity.
Volume MA Cloud Settings: Computes general moving averages of volume to track trends and detect deviations. This feature includes options to select different moving average types and adjust thresholds for detecting high volume activity.
Relative Volume (RVOL): Measures current volume relative to historical averages, triggering signals when RVOL exceeds predefined thresholds, indicating notable changes in trading activity.
Entry Conditions: Provides clear long and short entry signals based on combined volume flow conditions and RVOL, offering actionable trading opportunities.
Volume Visualization:
— Bullish Volume Flow: Light and dark green bars indicate bullish volume flow.
— Bearish Volume Flow: Light and dark red bars denote bearish volume flow.
— High Volume Bars: Highlighted in yellow, and extreme volume bars in orange for additional context. These bars are plotted for visual aid and do not directly influence trade signals, focusing instead on the quality and strength of the volume flow.
Alerts: Allows users to create alert notifications for long and short entry signals when the criteria are met, enabling traders to respond promptly to trading opportunities.
Usage:
Overlay: Apply the indicator directly to your price chart to visualise real-time signals and volume conditions.
Customisable: Adjust settings for moving averages, RVOL, and other parameters to match your trading strategy and preferences.
Comparison to VSA Scripts: The "Advanced Volume-Driven Breakout Signals" indicator extends beyond traditional VSA scripts by incorporating a wider range of analytical features. While VSA primarily focuses on volume spread patterns and price action, this indicator offers enhanced functionality with advanced RVOL metrics, customizable moving averages, and detailed volume spike detection, making it a more versatile tool for identifying breakout opportunities and managing trades. It is particularly effective when used alongside key levels and order blocks.
Acknowledgements: Special thanks to @oh92 and @goofoffgoose for their invaluable scripts, which served as inspiration in the development of this advanced trading indicator.
Notes: The script is continually evolving, with ongoing refinements aimed at enhancing accuracy and performance.
Hammers & star Patterns After a Trend
1. **Candlestick Patterns Detection:**
- **Hammers** and **Inverted Hammers** are specific candlestick patterns that can indicate potential reversals in the market.
- **Hammer**: A candle with a small body and a long lower wick, showing a possible reversal after a downtrend.
- **Inverted Hammer**: A candle with a small body and a long upper wick, indicating a possible reversal after an uptrend.
2. **Volume Consideration:**
- The script checks if these patterns occur with **high trading volume**. If the volume is significantly higher than the average volume over a certain period, the pattern is highlighted.
3. **Trend Detection:**
- The script looks for a significant trend before the pattern appears:
- **Downtrend**: A significant downward movement in price is required before a Hammer is considered.
- **Uptrend**: A significant upward movement is required before an Inverted Hammer is considered.
4. **Additional Patterns:**
- **Morning Star** and **Evening Star** patterns are also detected:
- **Morning Star**: A three-candle pattern where the first candle is a large bearish candle, followed by a small-bodied candle, and then a large bullish candle, indicating a potential reversal from downtrend to uptrend.
- **Evening Star**: The opposite pattern, signaling a potential reversal from uptrend to downtrend.
5. **Visual Indicators:**
- The script **plots arrows** and **labels** on the chart to show where these patterns occur:
- **Hammers** and **Inverted Hammers** are marked with triangle arrows.
- **Morning Stars** and **Evening Stars** are marked with labels.
In summary, this script helps traders identify key candlestick patterns that may signal potential reversals in price trends, with special emphasis on patterns that occur with high volume and after significant price movements.
Volume Insignts AnalyzerDescription:
The Volume Insight Analyzer is an advanced Pine Script designed for traders who want a comprehensive view of volume dynamics on their charts. This script combines multiple volume-based indicators to help identify key trading opportunities, including significant volume days, volume dry-ups, and pocket pivots.
Key Features:
VDU (Volume Dry-Up) Detection: Automatically identifies and marks days when the volume is significantly below its moving average, helping to spot potential breakout or breakdown points. Customizable volume thresholds allow for tailored analysis based on your trading strategy. The Volume Dry-Up label appears when the volume is substantially below its average level and the price is near a key moving average. This condition indicates a period of equilibrium between supply and demand, suggesting a potential low-risk entry point for traders.
Pocket Pivot Analysis using 5 and 10 Length Pocket Pivots: Highlights days with exceptionally high volume compared to recent history, indicating potential pocket pivots. Visual markers on the chart and volume bars color-coded for 5 and 10-day lengths. Pocket pivot points are identified when the volume on a given day exceeds the maximum volume observed over the past several days. Specifically, a 5-day pocket pivot point is marked when today's volume surpasses the highest selling volume of the last 5 days. A cluster of 5-day pocket pivot points within a base is a strong indicator of stock strength. Similarly, a 10-day pocket pivot point following a Volume Dry-Up (VDU) suggests a potential entry opportunity. Moreover, a pre-existing cluster of 5-day pocket pivot points before a 10-day pocket pivot point provides greater conviction in the trade.
Volume Moving Averages: Set different lengths for primary and secondary moving averages to track volume trends over daily, weekly, and monthly timeframes. Options to display moving average lines on the volume chart.
Volume Visualization:
a. Major and Minor Volume Bars: Option to display bars that are either above or below average volume levels. Adjustable settings to show or hide these bars based on user preference.
b. Volume Bar Coloring: Volume bars are color-coded based on significant volume thresholds, including green for bullish signals, red for bearish signals, and orange for volume dry-ups.
Volume Metrics Table: A customizable table that displays real-time volume metrics including Relative Volume (RVOL), Turnover, and the number of high volume days. The table can be oriented horizontally or vertically and styled according to your theme preferences.
Visual Indicators:
a) Volume Dry-Up (VDU) Labels: Clearly marked VDU events with textual annotations on the chart.
b) Bullish and Bearish Arrows: Arrows indicating potential bullish or bearish closes based on volume analysis, enhancing decision-making.
Customization Options:
a) Dark and Light Theme Support: Toggle between dark and light themes to match your chart settings.
b) Adjustable Parameters: Easily configure input settings such as volume thresholds, MA lengths, and table display options to fit your trading style.
How to Use:
Set Parameters: Adjust the script settings such as volume thresholds, moving average lengths, and display preferences according to your analysis needs.
Analyze Volume Patterns: Use the indicators and visual markers provided by the script to identify significant volume patterns and potential trading signals.
Monitor Metrics: Refer to the volume metrics table for a quick overview of key volume-related statistics and trends.
Make Informed Decisions: Utilize the visual cues and volume data provided by the script to enhance your trading strategy and make more informed decisions.
Disclaimer:
This script is for informational purposes only and should not be considered as trading advice. Use it in conjunction with other analysis tools and consult with a financial advisor if needed. Trading involves risk, and past performance does not guarantee future results.
Multi Exchange Relative Volume IndicatorThe Multi Exchange Relative Volume indicator is a powerful tool designed to visualize the relative volume across different exchanges. This is particularly useful for decentralized securities like forex and crypto, where volume data is spread across multiple markets. By aggregating volume data from various exchanges, this indicator helps traders identify trends, spot unusual volume spikes, and make informed trading decisions.
Key Features:
Multi-Exchange Volume Aggregation: Collects and sums the volume data from up to five different exchanges, offering a holistic view of the market activity.
Customizable Inputs: Easily select and configure up to five different exchanges of your choice to monitor their volume activity.
Relative Volume Visualization: Compares the aggregated volume against historical averages to highlight periods of high or low volume.
Color-Coded Volume Bars: Volume bars are color-coded based on the relative volume percentage, providing quick visual cues:
- Red for volume 1.0-1.5 times the average
- Orange for volume 1.5-2.0 times the average
- Green for volume 2.0-3.0 times the average
- Yellow for volume greater than 3.0 times the average
- Grey for below average volume
Dynamic Lookback Period: Adjust the lookback period to suit your trading style and timeframe, allowing for flexible analysis.
Exponential Moving Average (EMA): Includes an EMA of volume to smooth out short-term fluctuations and highlight longer-term trends.
Scalable Layout: The scaling factor allows you to zoom in or out, adjusting the visual representation of volume data to better fit your chart.
Usage:
Configure Exchanges: Select up to five exchanges you want to monitor from the input settings.
Set Lookback Period and Bars: Customize the lookback period and the number of bars to consider for calculating average volume.
Adjust Scaling: Use the scaling factor to zoom in or out on the volume data for better visualization.
Interpret Volume Bars: Analyze the color-coded volume bars to identify significant changes in volume and potential trading opportunities.
Monitor EMA: Use the EMA line to understand the trend and smooth out noise from the volume data.
The Multi Exchange Relative Volume indicator is an essential tool for traders who want to gain deeper insights into market activity across multiple exchanges. By visualizing relative volume, it helps in identifying potential breakout or breakdown points, enhancing your trading strategy.
Lower Timeframe Volume BarsDescription:
The Lower Timeframe Volume Bars indicator enhances your TradingView experience by allowing you to visualize volume data from lower timeframes on your current chart. This powerful tool helps you gain deeper insights into volume trends and activity that are not immediately visible on higher timeframe charts. Specifically, it shows the volume data from the last bar of the selected lower timeframe.
Key Features:
Volume Bars from Lower Timeframes:
Display volume data from 1-minute or 1-second timeframes directly on higher timeframe charts, such as 15 minutes or 1 hour.
Each volume bar represents the aggregated volume from the lower timeframe within the selected higher timeframe period.
Enhanced Volume Analysis:
Gain a more detailed understanding of volume spikes and troughs that may be hidden in higher timeframe charts.
Identify potential market turning points and confirm trends with precise volume data.
Customizable Display:
Adjust the appearance of volume bars to fit your chart style and preferences.
Configure settings such as color, size, and positioning of volume bars for optimal visibility and clarity.
Seamless Integration:
Easily add the indicator to any chart in TradingView with a few clicks.
Works in conjunction with other technical indicators and tools to provide a comprehensive analysis environment.
How to Use:
Add the Lower Timeframe Volume Bars indicator to your chart.
Select the lower timeframe you wish to fetch volume data from (e.g., 1-minute or 1-second).
Customize the display settings to match your charting style.
Observe the volume bars overlaying your current chart to analyze volume activity across different timeframes, specifically showing the last bar's volume.
Use the detailed volume information to make informed trading decisions and enhance your market analysis.
Benefits:
Increased Clarity: See detailed volume activity that is often lost in higher timeframe aggregation.
Better Decision Making: Make more informed trading decisions with a clear view of volume trends and spikes.
Improved Trend Confirmation: Use lower timeframe volume data to confirm the strength and sustainability of market trends.
Enhance your trading strategy and gain a deeper understanding of market dynamics with the Lower Timeframe Volume Bars indicator. Visualize, analyze, and trade with confidence by leveraging detailed volume insights from lower timeframes.
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!
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.
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."
AD's - Indecisive Candles, volume spikes, gapsThis script identifies price pivots, volume spikes (more than twice of 20 SMA vol) & gaps (both up & down)
Strategy - Relative Volume GainersStrategy - Relative Volume Gainers
Overview:
This trading strategy, called "Relative Volume Gainers," is designed for Long Entry opportunities in the stock market. The strategy aims to identify potential trading candidates based on specific technical conditions, including volume, price movements, and indicator alignments.
Strategy Rules:
The strategy is focused solely on Long Entry positions.
The volume for the current trading day must be greater than or equal to the volume of the previous day.
The percentage change in price must be greater than or equal to 2.5%.
The Last Traded Price (LTP) must be greater than or equal to the Exponential Moving Average (EMA) 200.
The Relative Volume for the current trading day (calculated over the last 30 days) must be greater than or equal to the Simple Moving Average (SMA) of Relative Volume over the same 30 days.
The current candle on the chart should be Green or Bullish, indicating positive price movement.
The price difference between bid and ask prices should be kept to a minimum.
It's recommended to also analyze market depth for better insights.
Strategy Requirements:
Add the Exponential Moving Average (EMA) 200 to your trading chart.
This strategy can be applied on charts of any timeframe.
For intraday trading, particularly for early entry, consider using a 1-minute timeframe.
It is advisable to create a screener to identify potential trades in real-time market conditions.
Risk Warning:
Stocks that meet the strategy criteria might exhibit high volatility and a high beta, making them inherently risky to trade. Exercise caution and adhere to predetermined risk management strategies.
Determine your trading quantity based on your entry price and stop loss in order to manage risk effectively.
Quantity Calculation Formula:
Quantity calculation is crucial to manage risk and position sizing. The following formulas can be used based on your trading scenario:
Quantity with Leverage:
Quantity = (((Using Capital / 100) * Risk Percent) / (Entry Price - Stop Loss)) * Leverage
Eg: Quantity = (((10000 / 100) * 0.2) / (405.5 - 398.5)) * 5
Quantity = 14
Risk = Rs.100 (Rs.100 is 1% of Rs.10000. So the risk is 1%, means we lose only Rs.100 when the SL is hit. If SL is increased the Quantity will get reduced to maintain a fixed risk of Rs.100)
Quantity without Leverage:
Quantity = (((Using Capital / 100) * Risk Percent) / (Entry Price - Stop Loss))
Note:
Always stay informed about market conditions and be prepared for potential rapid price movements when trading stocks that meet the strategy criteria. Strictly adhere to your predefined risk management strategy to safeguard your capital.
High Volume Candles by Time PeriodDescription:
The High Volume Candles indicator (HVC) is a technical analysis tool designed to identify candles with high trading volume. It allows traders to quickly spot periods of significant market activity based on volume.
How it Works:
The HVC indicator analyzes the volume of each candle in relation to the highest volume observed over a specified lookback period. The indicator compares the current volume with the highest volume within the defined lookback period and identifies candles that have volume equal to or greater than this threshold. It then distinguishes between bullish and bearish candles and assigns custom colors to highlight these high volume occurrences.
Usage:
To effectively utilize the High Volume Candles indicator, follow these steps:
1. Apply the HVC indicator to your chart by adding it from the available indicators.
2. Customize the lookback period according to your trading preferences. This parameter determines the number of previous candles to consider when calculating the highest volume.
3. Observe the candles on the chart:
- Bullish candles (blue by default) indicate periods of high volume when the closing price is higher than the opening price.
- Bearish candles (yellow by default) indicate periods of high volume when the closing price is lower than the opening price.
4. Pay attention to the color-coded volume indications within the candles, which highlight periods of high trading activity.
5. Analyze the volume patterns in conjunction with price action to identify potential trading opportunities. High volume candles often indicate increased market participation and can suggest significant price moves or reversals.
6. Combine the analysis of high volume candles with other technical analysis tools, such as trend lines, support and resistance levels, or indicators, to confirm potential trade setups.
7. Implement appropriate risk management strategies, including setting stop-loss orders and position sizing, to manage your trades effectively and protect your capital.
RSIOMA with Volume Index ConfirmationThis indicator is called "RSIOMA with Volume Index Confirmation". It is a technical analysis tool that plots buy and sell signals on a chart based on the Relative Strength Index (RSI) and the Negative Volume Index (NVI) and Positive Volume Index (PVI) indicators.
The indicator has the following input parameters:
- RSI Length: determines the number of periods used to calculate the RSI. Default value is 14.
- Overbought Level: determines the RSI level at which a security is considered overbought. Default value is 70.
- Oversold Level: determines the RSI level at which a security is considered oversold. Default value is 30.
- NVI Length: determines the number of periods used to calculate the Negative Volume Index. Default value is 255.
- PVI Length: determines the number of periods used to calculate the Positive Volume Index. Default value is 255.
The indicator calculates the RSI using the RSI Length input parameter and the close price of the security. It also calculates the NVI and PVI by looping through the volume data and the close price data of the security over the specified periods.
The indicator then uses the RSI, NVI, and PVI to determine buy and sell signals. A bearish divergence signal is generated when the RSI from one period ago is greater than the Overbought Level, the current RSI is less than the Overbought Level, and the close price from one period ago is greater than the current close price. A bullish divergence signal is generated when the RSI from one period ago is less than the Oversold Level, the current RSI is greater than the Oversold Level, and the close price from one period ago is less than the current close price. A sell signal is generated when a bearish divergence signal occurs and the current NVI is less than the previous NVI value. A buy signal is generated when a bullish divergence signal occurs and the current PVI is greater than the previous PVI value.
The indicator plots the buy and sell signals on the chart as green and red triangles, respectively. The "overlay=true" parameter in the indicator function indicates that the signals are plotted on top of the security's price chart.
High/Low VolumeIn this indicator, I show you a better way to define high/low values of volume (or any other indicator).
Quite often, I get requests from my clients that an indicator level should be “high” or that it should be above a certain absolute level.
The first request is hard to interpret mathematically, but traders can easily spot it on the chart. The second one is not flexible, and it might not make sense in another market regime.
To solve that, you can compute dynamic high/low levels that represent unexpected extreme values that are adaptable to recent conditions.
There are two pretty simple methods I’m using quite often in my scripts percentiles and sigma (standard deviations).
Percentile looks back at X bars and computes the value under which a certain % of data points are located. So, for example, if we’re computing 90%tile and we’re looking at 100 bars, we’ll get a value under which we have values of precisely 90 bars for this indicator. It’s a good idea to use something like 5%tile for low level and 95%tile for high level.
Sigma(σ) is related to standard deviation. If we assume that our data is normally distributed, then 68% of data points should be in the range of mean +-1σ, 95% → mean +-2σ. So we can assume that something above 2σ is a pretty rare and extreme event.
In this script, I give you an example of how to compute both on volume, but you can easily change this to another indicator.
The issue with volume is that it’s not normally distributed, and your low level will be quite often too low to detect any low levels. Ideally, we have to use a more sophisticated formula that fits volume distribution better.
In this indicator, you can set the following parameters:
Choose type: Percentile or Sigma
Lookback Period
High/Low Percentiles
Sigmas #
You can also receive alerts for high/low volume events.
Disclaimer
Please remember that past performance may not indicate future results.
Due to various factors, including changing market conditions, the strategy may no longer perform as well as in historical backtesting.
This post and the script don’t provide any financial advice.
AutoLevelsAuto Levels is a Work in progress.
It is based on the previous days ATR and the current days opening tick.
It takes that info and uses Fibonacci to automatically draw key levels for the day.
I have added the BULL BAR ( Green bar ) and Bear Bar ( Red Bar ) to signal as a Go Long / Go Short line in the sand.
The Tan bars are also proven key "Take Profit" levels.
These are, on average, major points of reversals, dip buys or consolidation.
I use this on the 5min timeframe and a close above or below a key level is my signal and direction. Auto Levels have proven to be a great indicator of major support and resistance.
Outliers Detector with N-Sigma Confidence Intervals (TG fork)Display outliers in either value change, volume or volume change that significantly deviate from the past.
This uses the standard deviation calculation and the n-sigmas statistical rule of significance, with 2-sigma (a value of 2) signifying that the observed value is stronger than 95% of past values, and 3-sigma 98.5% of past values, and so on for higher sigma values.
Outliers in price action or in volume can indicate a strong support for the move, and hence potentially more moves in the same direction in the future. Inversely, an insignificant move is less likely to be supported. And of course the stronger, the more support.
This indicator also doubles as a standard volume indicator if volume is selected as the source, but with the option of highlighting outliers.
Bars below significance can be uncolored (gray) to unclutter the visuals.
Differently to almost all other similar indicators, the background highlighting is dynamical, so that all values will be highlighted differently, not just 2-sigma or 3-sigma, but also 4-sigma, 5-sigma, etc, with a different value of transparency.
The dynamical transparency value can be calculated in two ways: either statically proportionally to the n-sigma but capped at 10-sigma, or either as a ratio relative to the highest observed sigma value over the defined lookback period (default: 300).
If you like this indicator, which is an extension of previously published indicators, please give some love to the original authors:
* tvjvzl :
* vnhilton :
This extension, authored by Tartigradia, extends tvjvzl's indi, implements vnhilton's idea of highlighting the background, and go further by adding dynamical background highlighting for any value of sigma, add support for volume and volume change (VolumeDiff) as inputs, add option to uncolor insignificant bars, allow plotting in both directions and more.
Volume composition / quantifytools— Overview
While net volume is useful information, it can be a blunt data point. Volume composition breaks down the content of volume, allowing a more detailed look inside each volume node. Volume composition consists of the following information:
Total volume (buy and sell). By default gray node.
Dominating volume (buy or sell). By default dark green/dark red node.
Dominating active volume (buy or sell). By default light green/light red node.
Dominating volume as percentage of total volume.
Dominating active volume as percentage of total active volume.
Buy and sell volume is defined by volume associated with lower timeframe up/down moves. This classification is further broken down to passive/active, standing for decreasing/increasing volume, e.g. a move up with volume higher than previous bar volume = active buy volume, a move up with volume lower than previous bar volume = passive buy volume.
Volume data is fetched from a lower timeframe that is automatically adjusted to fit the timeframe you're using. By default, the following settings are applied:
Charts <= 30 min: 1 minute timeframe
Charts > 30 min & <= 3 hours : 5 minute timeframe
Charts > 3 hours & <= 8 hours : 15 minute timeframe
Charts > 8 hours & <= 1D: 1 hour timeframe
Charts > 1D & <= 3D : 2 hour timeframe
Charts > 3D: 4 hour timeframe
Timeframe settings can be changed via input menu. The lower the timeframe, the more precision you get but with the cost of less historical data and slower loading time. Users can also choose which source to use for determining buy/sell volume, e.g. using close as source, a close that is higher than previous close would be considered as buy volume. This could be replaced with OHLC4 for example, resulting in a volume direction based on OHLC average.
Volume composition of current chart can also be replaced with any other chart volume composition:
— Visuals
Breakdown of visual elements:
1. Symbol and timeframe used for volume composition calculations. By default the chart that is viewed and automatically selected lower timeframe.
2. Dominating volume threshold exceeded. Can be defined via input menu, 70% of total volume by default.
3. Dominating volume as percentage of total volume. Plotted below volume nodes, without % symbol.
4. Dominating active volume, + or - symbol, standing for buy and sell. Plotted below dominating volume percentage. When dominating volume and dominating active volume sides are in a disagreement (e.g. dominating volume is on buy side while dominating active volume is on sell side) this symbol will appear inside brackets, (+) or (-).
5. Dominating active volume as percentage of total active volume. Plotted below +/- symbol.
6. Dominating active volume threshold exceeded. Can be defined via input menu, 70% by default.
Dominating volume & active volume percentages can be rounded to single numbers to avoid clutter caused by overlapping values. The percentage values will be rounded to closest single number value, e.g. dominating volume percentage at 54% = 5, dominating volume percentage at 55% = 6.
Volume anomalies can be highlighted on the chart with a color for studying the events and their past implications in greater detail. Available anomalies for highlights are the following:
Buy volume threshold exceeded
Sell volume threshold exceeded
Active buy volume threshold exceeded
Active sell volume threshold exceeded
Volume & active volume divergence
— Practical guide
Volume is arguably one of the most important data points as it directly relates to liquidity. High volume can be an indication of strength (price likely to continue moving) or absorption (price likely to halt/turn). Same applies to active volume, but with an element of aggression. High active volume serves as an indication of exuberance or otherwise forceful transacting, like stop losses triggering. With these principles in mind, the composition of volume allows distinguishing potentially important events.
Example #1 : Identifying areas of trapped market participants
Often when volume spikes distinctively, we can make the case that price has found sufficient liquidity to halt/turn. Since we know which side was absorbed, in what quantity and type (passive/active), we can identify areas of trapped market participants. In such scenarios, the higher the dominant active volume and volume spike itself, the better.
Example #2 : Identifying a healthy trend
A healthy trend is one that has an active and consistent bid driving it. When this is the case, it can be seen in consistently supportive active volume.
Example #3 : Identifying inflection points
When dominant side of volume and dominant side of active volume diverge, something is up. A divergence often marks an area of indecision, hinting an imminent move one way or the other.
Combined Moving Averages + Squeeze & Volume Spike SignalsThis is a set of 4 combined moving averages. Each moving average is a combination of an EMA, SMA, HMA, RMA, WMA and VWMA with the same length as set in your input settings. All 6 of them are added together and then divided by 6 for an average of all of them. This is based on the theory that most traders use their own preference of moving averages, so combining them all should give us a better idea of where price should actually react since we are using the average of what most traders are using on their charts. It also smooths the moving averages out as well so you get a much easier to read moving average than any of them on their own which should help you hold positions longer and time your entries better.
The default lengths used for this indicator are as follows: 10, 50, 100 and 500. These lengths can be updated in the settings. The 10 and 500 will change colors when the individual moving average is less than or greater than its previous value. Price above or below the moving average does not affect the colors. The 50 and 100 are colored based on whether the 50 is greater/less than the 100.
The two middle length moving averages by default are the 50 and 100. This has been turned into a cloud because it is the area where price typically bounces, since tons of traders use the 50 and 100 moving averages. This should be your long/short zone when price is trending.
Each moving average can be set to use a different source such as close, open, high, low, ohlc4, etc. You can also adjust the length of each moving average. Default settings work well, but feel free to customize them to your liking. You can also change the colors of the lines in the settings.
Beware that changing the lengths of MA #2 and MA #3 will change the signals, squeezes and the cloud.
VOLUME SPIKES
The cloud will change to a brighter color when a volume spike is detected. When a major volume spike is detected, it will turn very bright colored green/red according to the direction of the cloud. This notifies you of volume spikes so you have a better idea of how strong the trend is. If the cloud is a dark green/red then that means that volume is less than or equal to the recent median volume.
SIGNALS
There are also signals that will be given when the current candle is in the cloud, the candle is going in the same direction as the cloud, the MA #2 and MA #3 is going in the same direction and a volume spike is detected. These help you identify good entries when markets are trending. Be cautious of these signals when the trend is sideways and not clearly moving in one direction. The signals can be turned on or off in the settings.
SQUEEZE
Many times when moving averages squeeze together, a big move happens shortly after. Because of this I added a yellow background color when a squeeze is detected. It looks at the median value difference of the MA #2 and MA #3 and if the current value difference is less than the median multiplied by the multiplier in the settings then it will change the background color to notify you. The default value of the multiplier is .6, meaning the squeeze signal will only show if the current value difference of the cloud is less than .6 of the median difference. The multiplier can be adjusted in the settings to suit your preferences. Lower values will only show tighter squeezes.
MARKETS
This indicator can be used on all markets including stocks, crypto, futures and forex.
TIMEFRAMES
This indicator can be used on all timeframes.
PAIRINGS
We recommend pairing this combined moving average with Trend Friend Swing Trade And Scalp Signals for extra confluence. Look for price to bounce in the cloud with good volume and a confirming signal from Trend Friend for highly probable moves.
Volume SpikesShows volume spikes over a certain threshold, using a symbol's volume moving average as the baseline. Offers a few different filters regarding candle shapes and types, in an attempt to catch quick moves on extremely low timeframes (sub-1m).
Ultimately I would like to integrate this logic into an indicator that contains automated stop raid/inducement detection.
Volume ROC and 2nd Derivative by ianhThe purpose of this code is to graph a volume simple moving average (sma) and it's first and second derivatives to provide traders with additional information that might determine if volume is converging or diverging with price. The yellow line represents the volume sma, the red line represents the first derivative or the rate of change of the volume and the green line represents the second derivative or acceleration of volume. For long term trading, if the yellow line is "trending" upwards with higher highs and higher lows it means that volume is supporting the over all long term price trend. If the volume is decreasing over the long term then it is not supporting the current price trend. The first and second derivatives may help short term weekly traders confirm price movements. There are several different conditions to look for:
First (Red) ++ Second (Green) --, Trading volume at the current price has "peaked" and the price may reverse soon.
First (Red) -- Second (Green) ++, Trading volume at the current price has "troughed" and the price may reverse soon.
First (Red) + Second (Green) +, Trading volume is not only increasing but it's accelerating which might confirm a large price movement.
First (Red) - Second (Green) -, Trading volume is not only decreasing but it's decelerating which might indicate little to no price movement.
High volume zone█ OVERVIEW
Show high volume zone in a lower timeframe.
█ CONCEPTS
1- Choose an amount of volume (1 000 by default)
2- Choose a timeframe (1 minute by default)
3- It highlight every zone where volume was > 1000 in less than one minute
█ OTHER SECTIONS
Limitation:
- Unfortunately, I didn't find a way to make it in a lower timeframe than 1 minute with Pinescript
- It is truncate by minute so a high volume between two lower tf candles may not be count
If you have a solution for these, glad to hear it.
PulseVolume can help confirm signals we might discover using other methods of technical analysis .
This indicator's logic spots above-average turnover and then tests against the price change. Pulse highlights sessions with heavy volume and directional moves. This can help take out the noise and help confirm the trend.
