Relative Strength HSIWe add the relative strength indicator. We try to maximize the alpha,
when there is price divergence, we should notice.
Tìm kiếm tập lệnh với "Relative"
Relative strength of a stock against the sugar index (Top 18)This indicator can be used for sugar stocks to compare their relative strength with that of their respective industry. It can also be used to gauge the momentum in sugar stocks against the other indexes like Nifty, Bank Nifty, CNXIT, CNXAUTO and check which index is outperforming the other.
Made with reference to the index published by Stef @Scheplick
Relative Strength Index with fast and slow MAsThis is the typical Relative Strength Index indicator with two moving averages, one slow (length 50 by default) and one fast (length 20 by default). Additionally, there are four lines, which mark the oversold/overbought signals at different levels, there are two inner bands with values at the levels 40, and 60, and two outer bands at the levels 20, and 80. The presence of the fast and slow moving averages and their crossover/crossunder with the oversold/overbought levels or the RSI can provide more insightful and faster signals. The indicator has a slightly different colouring mechanism.
The views of the RSI indicator on the above the price chart in both dark and light modes:
Relative Volume Strength Index (MZ RVSI)INTRODUCTION
Volume always plays a role of key indication for price movements and momentum and I always found the same problem with all available volume oscillators and indicators which is that their data is always in compounded form that can’t be easily used in raw form as a parameter in many strategies.
This indicator uses raw volume data from one of following oscillators:
TFS Volume Oscillator
On Balance Volume
Klinger Volume Oscillator
Cumulative Volume Oscillator
Volume Zone Oscillator
Then this data goes through the following process of noise filtration:
Hull Moving Average of input data to reduce noise
Relative Strength Index of HMA
Hull Moving Average of RSI to reduce noise for finalized RVSI
ADDITIONAL FEATURES
Heiken-Ashi: Heiken-Ashi values are optional to use in calculations and I’ve set them to default as I found good results with them.
Slope for Trend Detection: Slope of finalized RVSI is calculated in order to check volume trend direction. Another additional feature of Volume breakouts is also added which is used in dynamic coloring of RVSI. Dynamic color indications are as follows.
Green Color:
Strong Volume Uptrend above volume breakout point
Fuchsia Color:
Weak Volume Uptrend below volume breakout point but slope supported
Red Color:
Strong Volume Downtrend below volume breakout point
Gray Color:
Weak Volume Downtrend above volume breakout point but slope supported
Yellow Color:
Possible trend reversal as slope is flat.
DEFAULTS SETTINGS
Volume length is 30 (Better for timeframes higher than 1H)
Hull Moving Average and RSI length is set to 14
ADDITIONAL APPLICATIONS
This indicator can be used as divergence detection tool for volume same way as RSI is used for price divergence. I’ll soon add divergence signals inside the code and this code can be used in multiple ways as volume breakout indication in strategies for better results.
Relative Strength Index & Stochastic RSIThis script calculates both RSI (Relative Strength Index) and Stock (Stochastic) RSI Indicators, and plots them with a distinctive background on the same graph. The colors were chosen to be very easy on the eyes.
I published it as a way to give back to this community. Use your own judgement when trading, I am not responsible for any losses resulting from the use of my script.
Feel free to modify the script with no attribution.
Relative VolatilityRelative volatility highlights large changes in price. This was designed to be used with my relative volume indicator so that traders can see the effect of volume on price action. It is also a good tool to analyse breakout patterns to identify best entry points and waves.
Above shows relative volatility and relative volume working together.
Relative Momentum Index The Relative Momentum Index (RMI) was developed by Roger Altman. Impressed
with the Relative Strength Index's sensitivity to the number of look-back
periods, yet frustrated with it's inconsistent oscillation between defined
overbought and oversold levels, Mr. Altman added a momentum component to the RSI.
As mentioned, the RMI is a variation of the RSI indicator. Instead of counting
up and down days from close to close as the RSI does, the RMI counts up and down
days from the close relative to the close x-days ago where x is not necessarily
1 as required by the RSI). So as the name of the indicator reflects, "momentum" is
substituted for "strength".
Relative slopeRelative slope metric
Description:
I was in need to create a simple, naive and elegant metric that was able to tell how strong is the trend in a given rolling window. While abstaining from using more complicated and arguably more precise approaches, I’ve decided to use Linearly Weighted Linear Regression slope for this goal. Outright values are useful, but the problem was that I wasn’t able to use it in comparative analysis, i.e between different assets & different resolutions & different window sizes, because obviously the outputs are scale-variant.
Here is the asset-agnostic, resolution-agnostic and window size agnostic version of the metric.
I made it asset agnostic & resolution agnostic by including spread information to the formula. In our case it's weighted stdev over differenced data (otherwise we contaminate the spread with the trend info). And I made it window size agnostic by adding a non-linear relation of length to the output, so finally it will be aprox in (-1, 1) interval, by taking square root of length, nothing fancy. All these / 2 and * 2 in unexpected places all around the formula help us to return the data to it’s natural scale while keeping the transformations in place.
Peace TV
Relative Volume - ETHEREUMRelative Volume indicator that pulls data from 9 different Ethereum exchanges. Please note that this indicator only works with ETH and will not use data from your current chart.
Includes the following exchanges:
BYBIT:ETHUSD
BITFINEX:ETHUSD
BITSTAMP:ETHUSD
INDEX:ETHUSD
COINBASE:ETHUSD
FTX:ETHUSD
PHEMEX:ETHUSD
BITTREX:ETHUSD
POLONIEX:ETHUSDT
Relative Volume - BITCOINRelative Volume indicator that pulls data from 9 different Bitcoin exchanges. Please note that this indicator only works with BTC and will not use data from your current chart.
Includes the following exchanges:
BYBIT:BTCUSD
BITFINEX:BTCUSD
BITSTAMP:BTCUSD
INDEX:BTCUSD
COINBASE:BTCUSD
FTX:BTCUSD
PHEMEX:BTCUSD
BITTREX:BTCUSD
POLONIEX:BTCUSDT
Relative Volatility Index The RVI is a modified form of the relative strength index (RSI).
The original RSI calculation separates one-day net changes into
positive closes and negative closes, then smoothes the data and
normalizes the ratio on a scale of zero to 100 as the basis for the
formula. The RVI uses the same basic formula but substitutes the
10-day standard deviation of the closing prices for either the up
close or the down close. The goal is to create an indicator that
measures the general direction of volatility. The volatility is
being measured by the 10-days standard deviation of the closing prices.
Multi Period Relative StrengthMulti Period Relative Strength Indicator
This indicator is meticulously designed around the fundamental concept of relative strength, providing a powerful tool to assess an instrument's performance against peers or a benchmark index within the same asset class. Tailored for short-term swing trend analysis, it equips traders with the insights needed to make informed decisions based on prevailing relative strength dynamics.
More about Relative Strength: www.investopedia.com
Key Features:
Dual Period Analysis:
The indicator conducts a dual-period analysis, scrutinizing relative strength across two distinct period—a fast period and a slow period. This approach allows for a comprehensive evaluation of relative strength dynamics.
Visualization:
Slow RS is visually depicted as a green cloud above the zero line showing relative strength or a red cloud below it showing relative weakness. This visual representation aids in assessing the underlying instrument's performance against its peer over the past 3 months (slow period).
Fast RS is visually presented as green bars above the zero line showing relative strength or red bars below it showing weakness. This visual cue helps evaluate the performance of the underlying instrument against its peer over the last week (fast period).
Positive Relative Strength:
When both the fast and slow periods exhibit positive values, it signifies sustained strength in the current instrument over both the past 3 months and the last week.
Divergence Evaluation:
A positive fast period coupled with a negative slow period signals a robust relative strength trend over the past 3 months, but with a recent decline in the last week. Traders may consider adjusting positions, such as reducing or exiting, in response to this divergence.
Strength Building Scenario:
Conversely, a negative fast period paired with a positive slow period indicates relative weakness over the past 3 months, coupled with an increasing trend in the last week. This scenario may present an opportunity to gradually build positions, particularly if the 3-month relative strength turns positive.
Strategic Decision Points:
Traders can leverage these signals strategically to manage portfolios, adjusting positions based on the nuanced interplay between short-term and longer-term relative strength trends.
Risk Mitigation Strategies:
By interpreting the indicator signals, traders can implement effective risk mitigation strategies, including position downsizing, exits, gradual position building, or short covering. These actions align with the prevailing relative strength dynamics.
In summary, the Multi Period Relative Strength Indicator offers a nuanced and actionable perspective on an instrument's relative strength. By examining both short-term and 3-month trends, traders can make well-informed decisions to optimize their trading strategies and portfolio management.
RelativeStrengthComparative_IBD_YRKI am publising Relative Strength Comparative.
It is be used to compare a Stock's Performance against another stock/index (Default NIFTY50)
I also devised a Plot RS Rating which is inspired from IBD's RS Rating and matches to some extent. You can turn off/on the RS Rating as per need.
Example: ITC vs NIFTY 50 it will be ITC / NIFTY
The Indicator can be used in Multiple ways:
1) Check Relative Strength
2) Check RS Rating (This is not Accurate as of now since IBD compares the ratings of all the stocks in an Exchange)
3) Can be used as a Spread Chart for the Division (We need to not divide every time we change Stocks)
4) Design a Template exactly as MarketSmith by using the TradingView feature of "Move to --> Existing Pane Above"
The Formula i used for RS Rating is below with more weightage on the 3 month performance and lesser on 12 month Performance. I am open to Modification of this Formula if a better suggestion
// relative strength IBD style
ThreeMthRS = 0.4*(close/close)
SixMthRS = 0.2*(close/(close*2))
NineMthRS = 0.2*(close/(close*3))
TwelveMthRS = 0.2*(close/(close*4))
Market Open - Relative VolumeThe indicator calculates the Pre-market volume percentage of the current day, relative to the average volume being traded in the trading session (14 days), displayed in Table Row 1, Table Cell 1, as V%. Pre-market volume between 15% & 30% has a orange background color. Pre-market volume percentage above 30% has a green background color.
The indicator calculates the relative volume per candle relative to the average volume being traded in that time period (14 days) (e.g., "1M," "2M," up to "5M"), displayed in a table. Relative volume between 250% & 350% has a orange background color. Relative volume above 350% has a green background color.
FYI >> Indicator calculations are per candle, not time unit (due to pine script restrictions). Meaning, the indicator current table data is only accurate in the 1M chart. If you are using the indicator in a higher timeframe, e.g., on the 5M chart, then the values in table cells >> (1M value == relative volume of the first 5-minute candle) (5M value = relative volume of the first five 5-minute candles) and so on. (Future versions will have a dynamic table).
Real Relative Strength Indicator (Multi-Index Comparison)The Real Relative Strength (RRS) indicator implements the "Real Relative Strength" equation, as detailed on the Real Day Trading subreddit wiki. This equation measures whether a stock is outperforming a benchmark (such as SPY or any preferred ETF/index) by calculating price change normalized by the Average True Range (ATR) of both the stock and the indices it’s being compared to.
The RRS metric often highlights potential accumulation by institutional players. For example, in this chart, you can observe accumulation in McDonald’s beginning at 1:25 pm ET on the 5-minute chart and continuing until 2:55 pm ET. When used in conjunction with other indicators or technical analysis, RRS can provide valuable buy and sell signals.
This indicator also supports multi-index analysis, allowing you to plot relative strength against two indices simultaneously—defaulting to SPY and QQQ—to gain insights into the "real relative strength" across different benchmarks. Additionally, this indicator includes an EMA line and background coloring to help automatically identify relative strength trends, providing a clearer visualization than typical Relative Strength Comparison indicators.
Comparative Relative Strength AutoselectComparative Relative Strength (CRS) is a relative momentum indicator, used to compare a security against an index, or against another security. The comparison is used to show the relative performance to each other.
This script is a Quality of Life improvement, which attempts to match the base symbol to its relevant index on the local stock exchange. Thus automagically selecting the best and most relevant comparative symbol.
Features:
*optional comparative symbol override, in case your favourite index is not included in this script, or you want to force it to function as as a traditional cRS script without the autoselect feature.
* optional moving average crossover line
* optional absolute momentum calculation, calculating the excess return of the basesymbol and comparativesymbol against its own simple moving average.
R-Smart - Relative Strength On observing the market for years I learned that Relative Strength will help us in staying invested in strong bullish stocks (relative to primary indices of your country, in my case it's Nifty 50 for India). Once you identify a strong stock, it's important to know if the stock is trending and is in momentum. To identify, trends and momentum, I used ADX and MACD indicators respectively as part of the R-Smart.
In R-Smart, I used Relative Strength primarily to plot the chart, if the Histogram is positive (greater than 0) then the security is bullish. But then how do we know that it's in trend and having momentum. Well the below color code will help you identify them
1. Histogram in Green : Strong Bullish
2. Histogram in Blue : Weak Bullish
3. Histogram in Orange: Bearish
Apart from the above indicator, I would like to use Super Trend to know the immediate support/resistances on the chart.
# StayInvested
# StayProfitable
# ManageYourRisk
Dual Relative Strength (Fast & Slow, Single Baseline)Dual-Period RS Setup (Fast + Slow)
1. Fast RS (Early Leadership)
• Indicator: Relative Strength (by modhelius)
• Comparative Symbol: NIFTY
• Period: 26 weeks (~6 months)
• Purpose: Detects early shifts in relative strength before price fully confirms.
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2. Slow RS (Confirmation)
• Add the same indicator again.
• Comparative Symbol: NIFTY
• Period: 52 weeks (1 year)
• Purpose: Confirms sustained leadership. Helps filter noise & false positives.
Dual Relative Strength (vs NIFTY) Nikrun1. Fast RS (Early Leadership)
• Indicator: Relative Strength (by modhelius)
• Comparative Symbol: NIFTY
• Period: 26 weeks (~6 months)
• Purpose: Detects early shifts in relative strength before price fully confirms.
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2. Slow RS (Confirmation)
• Add the same indicator again.
• Comparative Symbol: NIFTY
• Period: 52 weeks (1 year)
• Purpose: Confirms sustained leadership. Helps filter noise & false positives.
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3. Visuals
• Style tip:
• Make RS(26) = blue line (fast, responsive).
• Make RS(52) = thicker black/green line (slow, authority).
• Keep zero line visible so you instantly see outperformance/underperformance.
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Inverted Relative Strength IndexUnfortunately when using the cmd + I to invert the chart, won't have the same effect on the RSI indicator. The Inverted Relative Strength Index will have the inverted RSI showing in the same direction as the chart that was inverted using the available command in TradingView. Keep in mind that when flipping the chart back to the original direction, the Inverted Relative Strength Index won't flip with it, so you'll need to go back to the regular Relative Strength Index.
Crypto Relative StrengthIndicator meant for crypto markets. Computes the relative strength of the current ticker against a target ticker and plots a candlestick chart. Also, plots an exponential moving average of the relative strength.
Relative Volume Intensity Control Chart***NOTE THE VOLUME OSCILATOR PROVIDED AT THE BOTTOM IS FOR COMPARSION AND IS NOT PART OF THE INDICATOR****
This indicator provides a comprehensive and a nuanced representation of volume relative to historical volume. The indicator aims to provide insights into the relative intensity of trading volume compared to historical data. It calculates two types of relative volume intensity: mean volume intensity and point volume intensity. The final indicator, "Relative_volume_intensity," is a combination of these two.
1. Point Volume Intensity:
Calculate the ratio of the current volume to the corresponding SMA from the previous period for each of the periods.
Normalize each ratio by dividing it by the corresponding normalized SMA.
Assign weights to each normalized ratio and calculate the point volume intensity.
Point volume intensity calculates the intensity of the current trading volume at a specific point in time relative to its historical moving average. It assesses how much the current volume deviates from the previous historical average for different lookback periods(current volume/ average volume of previous n days). The calculation involves dividing the current volume by the corresponding previous historical moving average and normalizing the result. The purpose of point volume intensity is to capture the immediate impact of the current volume on the overall intensity, providing a more dynamic and responsive measure.
2. Mean Volume Intensity:
Calculate the simple moving averages (SMA) of the volume for different periods (5, 8, 13, 21, 34, 55, 89, 144).
Normalize each SMA by dividing it by the SMA with the longest lookback (144).
Assign weights to each normalized SMA and calculate the mean volume intensity.
Mean volume intensity, on the other hand, takes a broader approach by looking at the mean (average) of various historical moving averages of volume. Instead of focusing on the current volume alone, it considers the historical average intensity over multiple periods. The purpose of mean volume intensity is to provide a smoother and more stable representation of the overall historical volume intensity. It helps filter out short-term fluctuations and provides a more comprehensive view of how the current volume compares to historical norms.
Purpose of Both:
Both point volume intensity and mean volume intensity contribute to the calculation of the final indicator, "Relative_volume_intensity." The idea is to combine these two perspectives to create a more comprehensive measure of relative volume intensity. By assigning equal weights to both components and taking a balanced approach, the indicator aims to capture both short-term spikes in volume and trends in volume intensity over a relatively extended periods.
In calculation of both point volume intensity and mean volume intensity, shorter-term moving averages (e.g., 5, 8) have higher weights, suggesting a greater emphasis on recent volume behavior.
Visualization:
The script then calculates the mean and standard deviation of the relative volume intensity over a specified lookback length.
Plot lines for the centerline (mean), upper and lower 3 standard deviations, upper and lower 2 standard deviations, and upper and lower 1 standard deviation.
Plot the relative volume intensity as a step line with diamond markers.
It is displayed like a control chart where we can see how the relative intensity is behaving when compared to longer historical lookback period.
Stock Relative Strength Power IndexAs always, this is not financial advice and use at your own risk. Trading is risky and can cost you significant sums of money if you are not careful. Make sure you always have a proper entry and exit plan that includes defining your risk before you enter a trade.
This idea recently came out of some discussions I stumbled across in a trading group I am a part of regarding Relative Strength and Relative Weakness (shortened to RS and RW from here on out). The whole mechanism behind this trading system is to filter out underperforming securities relative to the current market direction to be in only the strongest or weakest stocks when the market is currently experiencing a bullish or bearish cycle. The idea behind this is there is no point in parking your money into a stock that is treading water or even going down if the market is making strong moves upwards. At that point, you are at worst losing money, and at best trading equal to the index/ETF, in which case the argument is why are you not just trading the index/ETF instead? RS or RW will filter out these sector laggards and allow you to position yourself into strong (or the strongest) stocks at any given time to help improve portfolio performance. Further, not only does it protect your position should the market shift against you briefly, it also often sees exceptional performance in the same cycle. For example, if $SPY makes a 5% move over the course of a month, a stock with RS/RW may make a 10% move, or more, allowing you to see increased profit potential.
RS/RW is based on the idea of performance, that is the raw percent change of a security over a given time period relative to a benchmark. This benchmark is often the S&P500 (ES/SPX/SPY and their derivatives). I have to stress that this is not beta, which measures the volatility of a stock over a given period (i.e. if $SPY moves $1, $NVDA will often move $1.74). This is a measurement of the market (i.e. $SPY) has moved 1% over the course of a day, $NVDA has moved 8% over the course of the day. This is very often used as a signal of institutional interest as apart from some very unique moments, retail traders cannot and will not provide enough market pressure to move a market outside of a stock's normal trading range, nor will they outperform the sector or market as a whole consistently over time without some big money to make them move. The problem with running strict performance analysis (i.e. % change from period T ago to period T + n at present) is that while it gives us a baseline of how much the stock has moved, it doesn't overall mean much. For instance, if a $100 stock has moved 5% today, but has been experiencing a period of increased volatility and it's Average True Range (ATR) (the amount a stock will move over X number of periods, on average) is $7, performance seems impressive but is actually generally fairly weak to what the stock has been doing recently. Conversely, if we take a second stock, this time worth $20, and it too has moved 5% in one day but has an ATR of only $0.25, that stock has made an exceptional move and we want to be part of that.
Here, I have created an indicator called the Stock Relative Strength Power Index. This takes the stock's rate of change (ROC) (the % move it has made over X number of periods), the stock's normalized ATR (the ATR represented as a percentage instead of a raw value), and compares these to one another to get the "Power Rating": a representation of the true strength of a stock over X number of periods. The indicator does two things. First, the raw ROC is divided by the stock's normalized ATR to assess whether the stock is moving outside of its normal range of variation or not. Second, since we are interested in trading only stocks with exceptional RS/RW to the market, I have also applied this same calculation to the S&P500 ($SPY) and the various SPDR sector indexes. These comparisons allow for a rapid and accurate assessment of the true strength of a stock at any given time on any given time frame. To cycle back above to our examples, the $100 stock has a Power Rating of only 0.71 (i.e. it is trading less than its current average), while our $20 stock has a Power Rating of 5. If we then compare these to both the market as a whole and the sector that the stock is a part of, we get a much clearer indication of the true buying or selling pressure imposed on the stock at any given time.
Use:
The indicator has 3 lines. The blue line is the security of interest, the red line is the market baseline (i.e. the sector ETF $SPY), and the white line is the sector index. I have given an example above on the semiconductor/tech stock $NVDA on a 30min timeframe. You can see that since the start of 2023, $NVDA has generally been strong to the market and its own sector since the blue line is greater than both the red and white lines over many days. This would have provided some nice day trading opportunities, or even some nice short term swing trades. The values themselves are generally meaningless outside of either the 1 or -1 value lines. All that matters is that the current ticker is surpassing both the market and the sector while being > 1.0 for a long trade or less than -1.0 for a short trade. However, I must stress this indicator gives no trade signals on its own, it is purely a confirmation indicator. An example of a trade would be if you had a trade signal given by either an indicator or by price action suggesting to buy some $NVDA for a trade to the upside, the Power Rating indicator would confirm this by showing if $NVDA was actually showing true strength by being both greater than 1 (the cutoff for it surpassing its ATR) and being above both the red and white lines. Further, you can see $NVDA has been stronger than the market when using the comparison function as well, but the has fluxed in and out of strength intraday when using the actual indicator vs. the static performance ratio chart (plotted as line graphs on the chart).
I have made it possible to change the colour of the plots and the line levels. The adjustment of the line levels gives the trader the flexibility to change their target breakout level (i.e. only trading stocks that have a Power Rating > 2, for example, meaning they are trading at least 2X their normal trading range). The third security comparison is flexible and can be used to compare to the sector ETF (initial intention) or it can be used to compare to other tickers within the same sector, for example. The trader should select the appropriate ETF for the given security of interest to avoid false confirmation if they want to use an ETF as their third input. The proper sector should be readily available on most online websites and accessible in a matter of seconds meaning that the delay is minimal, at worst. If a trader wishes to add additional functionality, such as a crypto trader using BTCUSD as the benchmark instead of $SPY, I encourage them to copy and paste this script and modify as needed since I have made this open source.
This indicator works on all timeframes. The lookback period can be changed, so a day trader who may use a 5min chart (and use a period of 12 to get the hourly Power Rating) will find this equally useful as someone who may be a core trader who wants to look at the performance over the course of years and may use a 60 period on a monthly chart.
Happy trading and I hope this helps!
