Volume-Price PercentileDescription:
The "Volume-Price Percentile Live" indicator is designed to provide real-time analysis of the relationship between volume percentiles and price percentiles on any given timeframe. This tool helps traders assess market activity by comparing how current volume levels rank relative to historical volume data and how current price movements (specifically high-low ranges) rank relative to historical price data. The indicator visualizes the ratio of volume percentile to price percentile as a histogram, allowing traders to gauge the relative strength of volume against price movements in real time.
Functionality:
Volume Percentile: Calculates the percentile rank of the current volume within a user-defined rolling period (default is 30 bars). This percentile indicates where the current volume stands in comparison to historical volumes over the specified period.
Price Percentile: Calculates the percentile rank of the current candle's high-low difference within a user-defined rolling period (default is 30 bars). This percentile reflects the current price movement's strength relative to past movements over the specified period.
Percentile Ratio (VP Ratio): The indicator plots the ratio of the volume percentile to the price percentile. This ratio helps identify periods when volume is significantly higher or lower relative to price movement, providing insights into potential market imbalances or strength.
Real-Time Data: By fetching data from a lower timeframe (e.g., 1-minute), the indicator updates continuously within the current timeframe, offering live, intra-candle updates. This ensures that traders can see the histogram change in real-time as new data becomes available, without waiting for the current candle to close.
How to Use:
Adding the Indicator: To use this indicator, add it to your chart on TradingView by selecting it from the Indicators list once it is published publicly.
Setting Parameters:
Volume Period Length: This input sets the rolling window length for calculating the volume percentile (default is 30). You can adjust it based on the desired sensitivity or historical period relevance.
Candle Period Length: This input sets the rolling window length for calculating the price percentile based on the high-low difference of candles (default is 30). Adjust this to match your trading style or analysis period.
Interpreting the Histogram:
The histogram represents the volume percentile divided by the price percentile.
Above 1: A value greater than 1 indicates that volume is relatively strong compared to price movement, which may suggest high activity or potential accumulation/distribution phases.
Below 1: A value less than 1 suggests that price movement is relatively stronger than volume, indicating potential weakness in volume relative to price moves.
Near 1: Values close to 1 suggest a balanced relationship between volume and price movement.
Application: Use this indicator to identify potential breakout or breakdown scenarios, assess the strength of price movements, and confirm trends. When volume percentile consistently leads price percentile, it might signal sustained interest and support for the current price trend. Conversely, if volume percentile lags significantly, it might warn of potential trend weakness.
Best Practices:
Multiple Timeframe Analysis: While the indicator provides real-time updates on any timeframe, consider using it alongside higher timeframe analysis to confirm trends and volume behavior across different periods.
Customization: Adjust the period lengths based on the asset’s typical volume and price behavior, as well as your trading strategy (e.g., short-term scalping vs. long-term trend following).
Complement with Other Indicators: Use this indicator in conjunction with other volume-based tools, trend indicators, or momentum oscillators to gain a comprehensive view of market dynamics.
Derivatives
Stochastic Moving Average Delta Oscillator (SMADO)This is an interesting take on the stochastic oscillator. What I have done here is I've taken the cumulative sum of the deltas of all the simple moving averages from 1 to 200 and summed them. Next I transform this into a stochastic oscillator with ta.stoch. The point of this is to show you trends, tops and bottoms. I hope you find this indicator as interesting as I did. Please enjoy!
The Feature include: Stochastic Window, Number of MA's to check, General Smoothing, and Direction Indication.
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.
Polynomial Regression Derivatives [Loxx]Polynomial Regression Derivatives is an indicator that explores the different derivatives of polynomial position. This indicator also includes a signal line. In a later release, alerts with signal markings will be added.
Polynomial Derivatives are as follows
1rst Derivative - Velocity: Velocity is the directional speed of a object in motion as an indication of its rate of change in position as observed from a particular frame of reference and as measured by a particular standard of time (e.g. 60 km/h northbound). Velocity is a fundamental concept in kinematics, the branch of classical mechanics that describes the motion of bodies.
2nd Derivative - Acceleration: In mechanics, acceleration is the rate of change of the velocity of an object with respect to time. Accelerations are vector quantities (in that they have magnitude and direction). The orientation of an object's acceleration is given by the orientation of the net force acting on that object.
3rd Derivative - Jerk: In physics, jerk or jolt is the rate at which an object's acceleration changes with respect to time. It is a vector quantity (having both magnitude and direction). Jerk is most commonly denoted by the symbol j and expressed in m/s3 (SI units) or standard gravities per second (g0/s).
4th Derivative - Snap: Snap, or jounce, is the fourth derivative of the position vector with respect to time, or the rate of change of the jerk with respect to time. Equivalently, it is the second derivative of acceleration or the third derivative of velocity.
5th Derivative - Crackle: The fifth derivative of the position vector with respect to time is sometimes referred to as crackle. It is the rate of change of snap with respect to time.
6nd Derivative - Pop: The sixth derivative of the position vector with respect to time is sometimes referred to as pop. It is the rate of change of crackle with respect to time.
Included:
Loxx's Expanded Source Types
Loxx's Moving Averages
Binance Big Open Interest Delta Change v2 Note: This script will only work properly with Binance Futures symbols.
This script simply looks at the open interest for the symbol you are currently viewing and determines if a large change in open interest has occurred, which triggers a background color alert.
It does this by comparing the absolute value of the range of the current open interest bar with a simple average (length set by user) of the past x range. The user also determines what is considered a 'large' change in open interest by setting a multiplier with which the current range must exceed compared to the average range in order to trigger an alert.
If the change in open interest is an increase in OI, the alert is blue, and if the change in open interest is a decrease, the alert is orange.
The open interest ticker that is used for calculation is derived by adding the current ticker and "_OI" so that it auto changes each time you switch to a new Binance futures contract.
Momentum and AccelerationThe following oscillator is a twist on momentum, incorporating a 2nd derivative "acceleration" to help determine changes in momentum. Both are plotted directly accessing previous series values rather than using a moving average.
The script has an option to divide so the formula is d(Price)/d(Time), like a derivative. The script also provides options for the user to use their price source, volume, or a combination of price and volume.
Credit: This script utilizes the "color gradient framework" tutorial by LucF (PineCoders) to create user-adjustable gradient visuals.
Definitions
"1st Derivative - Momentum" - Momentum is most commonly referred to as a rate and measures the acceleration of the price and/or volume of a security.
"2nd Derivative - Acceleration" - Acceleration is the rate of change of momentum.
Value Added
This script may help the trader to assess directional changes in momentum easier.
This script also plots using previous series values rather than using a moving average function. To my knowledge, I was unable to find one that does this for "2nd derivative", so it had to be created.
Barholle eMA and RSI Movement TestThis is a test that offers insight into whether and asset is heading into bullish or bearish territory.
This indicator/test offers insight into the Exponential Moving Average's velocity and acceleration as well as the Stochastic RSI's velocity, acceleration and jerk. Included is a 'Stochastic Difference' and 'Stochastic Growth' indicators (commented out) that measure the difference between K and D in the Stoch RSI as well as the rate of it's change. This test is all about crossovers - the best leading indicator is a downward cross of the eMA velocity over the eMA acceleration, indicating a drop in price in the current or next bar.
The lines or importance have been set to -2 and 5, but these should be adjusted to suit your preferences. These numbers were chosen in order to try and create some kind of threshold after which action might be suggested. Backtesting is highly recommended so you can see how the test does and does not work. It is super powerful, but it is not omniscient - its an RSI and eMA derivative, past success does not necessarily dictate future success.
Please look at the code for several more plots you can use of derivatives and other ideas explore but commented out for greater legibility of the graph. Commenting and commenting (or uncommenting all and just disabling some in the settings) and comparing the graphs and crossovers is a useful exercise. To that end, one last concept - the MARSI - a combined moving averages and RSI measurement - was abandoned because it didn't appear to indicate anything of use, however you may find crossovers or patterns with it comparing it to other graphs, so it was left in but commented.
Please take a look at the comments and all the math and indicators 'left on the cutting room floor' in the script. Maybe you'll find a gem in the redux version of this script.
Outreach regarding the script, patterns noticed and full-on stealing of the script are all permitted. Many elements of this script were nabbed from other scripts - thank you to a community of coders who put it all out there.
Ehlers Simple Deriv Indicator [CC]The Simple Deriv Indicator was created by John Ehlers (Stocks and Commodities June 2021 pg 10) and this is a heavily modified version of his original script that changes the buy and sell signals. I did testing with his original settings but they didn't seem to be very profitable for most stocks so I created my own system. This indicator does have a lag though so it is best used for trend confirmation imo. Buy when the line turns green and sell when it turns red.
Let me know if there are any other indicators you would like to see me publish!
Liquidation Levels
I got sick of calculating leverage all of the time, so I made this real time calculator. It is primarily for crypto derivatives.
It tracks and displays the liquidation price for 5 customisable leverage levels and plots them either historically and/or in real time, with labels beside each including the estimated price.
These calculations include maintenance margin and can be configured for linear futures (USDT) or non-linear futures. Never again make dumb mistakes that are obvious with a bit of maths.
To jazz it up, you can customise the colours, disable various labels, set different leverage multiples, and change the offsets and number of bars to plot in the past.
Alternatively, you can change the offset to 24 on an hourly chart and change show last bars to 0. By doing this, you can see which levels most often get liquidated. It is crude, I know, and there are better tools for tracking liquidation hunts. This is not an attempt to replace or compete with them.
Enjoy and trade safely.
Weighted derivatives premium BTCCan be extended with more derivative or spot pairs, see the comments in the code for instructions. Most importantly, the pairs need to be added to the respective arrays in the same order, so that the weights are applied to the correct pairs.
MaxWarren's Pine Acceleration - 2nd DerivativeThis is the acceleration of a chart written in pine. It's the second derivative otherwise the derivative of the momentum.
It shows how fast a stock's momentum is changing and in what direction.
As standard I left the controls in the settings for source and length of the estimate.
I will be incorporating this in other more complicated scripts here shortly
