RSI ThermometerOverview:
The RSI Thermometer Indicator is a custom tool designed to help traders quickly gauge relative strength and potential overbought/oversold conditions across multiple timeframes. This indicator employs a series of color-coded RSI values to provide a visual representation of trend momentum, with a gradient ranging from deep red (indicating lower RSI values) to white (neutral around RSI 50) and up to deep green (indicating higher RSI values). By using this color-coding scheme, traders can easily identify shifts in market sentiment and momentum as they develop from shorter to longer timeframes.
Key Features:
Linear Color Gradient for RSI Levels (0-100): The indicator uses 41 distinct colors to visually represent RSI values. Lower RSI values are shown in darker reds, signaling potential oversold conditions, while higher RSI values appear in darker greens, suggesting potential overbought levels. Mid-range RSI values around 50 are shown in white, representing a neutral state. This color progression allows traders to evaluate trend conditions at a glance.
Multi-Timeframe Momentum Visualization: By observing color transitions across a sequence of RSI values from short to long timeframes, traders can assess how market momentum develops across different periods. This feature provides insight into the depth and potential strength of current trends.
Incremental RSI Periods: The RSI Thermometer applies RSI calculations across a range of periods (starting from 8 and increasing incrementally up to 488). This structure allows traders to capture both short-term fluctuations and longer-term trends, providing a balanced view of momentum across multiple timeframes.
Sequential Color Analysis: Each RSI value is represented by a unique color, offering a sequential analysis tool to easily observe trend direction. Consistent colors across the RSI periods indicate momentum in a particular direction, while mixed colors suggest consolidation or transitional phases.
Example Interpretations:
Bullish Momentum: When shorter-period RSI values (e.g., RSI 8, 24, 40) turn green and this color shift extends through to longer-period RSIs (up to RSI 488), it suggests that buying strength is present across timeframes. This pattern can help identify areas where bullish sentiment may be building.
Bearish Momentum: If shorter-period RSI values turn red and this trend continues through longer-period RSIs, it suggests that selling pressure is permeating across multiple timeframes, indicating potential bearish momentum.
How to Use the RSI Thermometer Indicator:
Observe Color Progression: Watch for consistent shifts in color across the RSI periods to determine the direction of momentum. Unified red or green colors across half or more of the periods indicate a stronger trend, while white or mixed colors may suggest a neutral or transitional phase.
Identify Potential Entry/Exit Zones: Look for green hues across multiple RSI periods to identify bullish momentum for potential entry points. Red hues, especially when consistent across several periods, may indicate selling pressure, signaling possible exit points.
Monitor for Reversals: Diverging colors across the RSI periods (e.g., shorter RSIs turning green while longer RSIs remain red) may indicate a trend reversal, providing an early warning for potential market shifts.
Application in Trading Strategy:
The RSI Thermometer Indicator is useful for both intraday and swing traders seeking to align trades with multi-timeframe momentum. By showing trend depth and the potential strength of momentum across timeframes, this tool simplifies market analysis and supports more informed decision-making.
Unlock deeper insights into market momentum with the RSI Thermometer Indicator—an intuitive tool that enhances your trading precision by visualizing trend strength and direction across multiple timeframes.
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RSI based MAGot it! Here’s some information in English specifically about the **RSI-based Moving Average (RSI-based MA)** that we wrote the Pine Script code for:
### RSI-Based Moving Average (RSI-based MA)
An **RSI-based Moving Average (RSI-based MA)** is a technical analysis tool that combines the Relative Strength Index (RSI) with moving averages to provide more insight into market trends and potential reversals. This indicator can be particularly useful for identifying the beginning and end of trends, allowing traders to make more informed decisions.
### How RSI-based MA Works
The RSI-based MA indicator calculates the moving average of the RSI values rather than the asset's price itself. In the script you asked for, we implemented two RSI-based moving averages: one for a 1-minute timeframe and another for a 5-minute timeframe. This dual timeframe approach can help traders spot trends more accurately and identify shifts in momentum across different time periods.
#### Key Features of RSI-based MA:
1. **Dual Timeframe Analysis**:
- The script plots two RSI-based moving averages on the same chart:
- **1-minute RSI-based MA**: A moving average calculated based on RSI values over a 1-minute interval.
- **5-minute RSI-based MA**: A moving average calculated based on RSI values over a 5-minute interval.
- Using different timeframes helps traders see both short-term and longer-term trends simultaneously.
2. **RSI Levels**:
- The RSI-based MA plots values between 0 and 100, similar to the RSI itself. Traders can use typical RSI levels, such as 70 (overbought) and 30 (oversold), to identify potential entry and exit points.
- **Overbought condition**: When the RSI-based MA moves above 70, it indicates the asset might be overbought, suggesting a potential for price to drop.
- **Oversold condition**: When the RSI-based MA drops below 30, it signals that the asset might be oversold, indicating a potential price increase.
3. **Crossovers**:
- **Bullish signal**: If the shorter 1-minute RSI-based MA crosses above the longer 5-minute RSI-based MA, this could indicate a new upward trend beginning.
- **Bearish signal**: Conversely, if the 1-minute RSI-based MA crosses below the 5-minute RSI-based MA, it could suggest the beginning of a downward trend.
### Potential Advantages
- **Smoother Trend Identification**: By applying moving averages to RSI, you can smooth out the short-term fluctuations in RSI values, making it easier to identify the underlying trend.
- **Versatility**: The indicator can be customized for different timeframes and settings, allowing it to be tailored to various trading strategies and asset classes.
- **Enhanced Signals**: Combining RSI and moving averages helps filter out noise, providing more reliable signals for potential trend changes or continuations.
### Potential Limitations
- **Lagging Indicator**: Like most moving averages, RSI-based MAs are lagging indicators. They tend to react after price movements have already begun, which could result in delayed signals.
- **False Signals**: In ranging or highly volatile markets, RSI-based MA may give false signals, indicating a trend reversal or continuation that does not occur.
- **Should Not Be Used Alone**: It's often recommended to use RSI-based MA alongside other technical indicators (like MACD, Bollinger Bands, or moving average crossovers) to confirm signals and reduce the risk of false readings.
### Conclusion
The RSI-based MA can be a powerful tool for traders looking to enhance their understanding of market trends and momentum. By combining RSI with moving averages, traders can smooth out RSI readings and gain a clearer view of the market’s direction. However, as with any indicator, it should be used in conjunction with other tools and strategies to maximize its effectiveness and reduce risk.
RSI Multiple TimeFrame, Version 1.0RSI Multiple TimeFrame, Version 1.0
Overview
The RSI Multiple TimeFrame script is designed to enhance trading decisions by providing a comprehensive view of the Relative Strength Index (RSI) across multiple timeframes. This tool helps traders identify overbought and oversold conditions more accurately by analyzing RSI values on different intervals simultaneously. This is particularly useful for traders who employ multi-timeframe analysis to confirm signals and make more informed trading decisions.
Unique Feature of the new script (described in detail below)
Multi-Timeframe RSI Analysis
Customizable Timeframes
Visual Signal Indicators (dots)
Overbought and Oversold Layers with gradual Background Fill
Enhanced Trend Confirmation
Originality and Usefulness
This script combines the RSI indicator across three distinct timeframes into a single view, providing traders with a multi-dimensional perspective of market momentum. It also provides associated signals to better time dips and peaks. Unlike standard RSI indicators that focus on a single timeframe, this script allows users to observe RSI trends across short, medium, and long-term intervals, thereby improving the accuracy of entry and exit signals. This is particularly valuable for traders looking to align their short-term strategies with longer-term market trends.
Signal Description
The script also includes a unique signal feature that plots green and red dots on the chart to highlight potential buy and sell opportunities:
Green Dots : These appear when all three RSI values are under specific thresholds (RSI of the shortest timeframe < 30, the medium timeframe < 40, and the longest timeframe < 50) and the RSI of the shortest timeframe is showing an upward trend (current value is greater than the previous value, and the value two periods ago is greater than the previous value). This indicates a potential buying opportunity as the market may be shifting from an oversold condition.
Red Dots : These appear when all three RSI values are above specific thresholds (RSI of the shortest timeframe > 70, the medium timeframe > 60, and the longest timeframe > 50) and the RSI of the shortest timeframe is showing a downward trend (current value is less than the previous value, and the value two periods ago is less than the previous value). This indicates a potential selling opportunity as the market may be shifting from an overbought condition.
These signals help traders identify high-probability turning points in the market by ensuring that momentum is aligned across multiple timeframes.
Detailed Description
Input Variables
RSI Period (`len`) : The number of periods to calculate the RSI. Default is 14.
RSI Source (`src`) : The price source for RSI calculation, defaulting to the average of the high and low prices (`hl2`).
Timeframes (`tf1`, `tf2`, `tf3`) : The different timeframes for which the RSI is calculated, defaulting to 5 minutes, 1 hour, and 8 hours respectively.
Functionality
RSI Calculations : The script calculates the RSI for each of the three specified timeframes using the `request.security` function. This allows the RSI to be plotted for multiple intervals, providing a layered view of market momentum.
```pine
rsi_tf1 = request.security(syminfo.tickerid, tf1, ta.rsi(src, len))
rsi_tf2 = request.security(syminfo.tickerid, tf2, ta.rsi(src, len))
rsi_tf3 = request.security(syminfo.tickerid, tf3, ta.rsi(src, len))
```
Plotting : The RSI values for the three timeframes are plotted with different colors and line widths for clear visual distinction. This makes it easy to compare RSI values across different intervals.
```pine
p1 = plot(rsi_tf1, title="RSI 5m", color=color.rgb(200, 200, 255), linewidth=2)
p2 = plot(rsi_tf2, title="RSI 1h", color=color.rgb(125, 125, 255), linewidth=2)
p3 = plot(rsi_tf3, title="RSI 8h", color=color.rgb(0, 0, 255), linewidth=2)
```
Overbought and Oversold Levels : Horizontal lines are plotted at standard RSI levels (20, 30, 40, 50, 60, 70, 80) to visually identify overbought and oversold conditions. The areas between these levels are filled with varying shades of blue for better visualization.
```pine
h80 = hline(80, title="RSI threshold 80", color=color.gray, linestyle=hline.style_dotted, linewidth=1)
h70 = hline(70, title="RSI threshold 70", color=color.gray, linestyle=hline.style_dotted, linewidth=1)
...
fill(h70, h80, color=color.rgb(33, 150, 243, 95), title="Background")
```
Signal Plotting : The script adds green and red dots to indicate potential buy and sell signals, respectively. A green dot is plotted when all RSI values are under specific thresholds and the RSI of the shortest timeframe is rising. Conversely, a red dot is plotted when all RSI values are above specific thresholds and the RSI of the shortest timeframe is falling.
```pine
plotshape(series=(rsi_tf1 < 30 and rsi_tf2 < 40 and rsi_tf3 < 50 and (rsi_tf1 > rsi_tf1 ) and (rsi_tf1 > rsi_tf1 )) ? 1 : na, location=location.bottom, color=color.green, style=shape.circle, size=size.tiny)
plotshape(series=(rsi_tf1 > 70 and rsi_tf2 > 60 and rsi_tf3 > 50 and (rsi_tf1 < rsi_tf1 ) and (rsi_tf1 < rsi_tf1 )) ? 1 : na, location=location.top, color=color.red, style=shape.circle, size=size.tiny)
```
How to Use
Configuring Inputs : Adjust the RSI period and source as needed. Modify the timeframes to suit your trading strategy.
Interpreting the Indicator : Use the plotted RSI values to gauge momentum across different timeframes. Look for overbought conditions (RSI above 70, 60 and 50) and oversold conditions (RSI below 30, 40 and 50) across multiple intervals to confirm trade signals.
Signal Confirmation : Pay attention to the green and red dots that provide signals to better time dips and peaks. dots are printed when the lower timeframe (5mn by default) shows sign of reversal.
These signals are more reliable when confirmed across all three timeframes.
This script provides a nuanced view of RSI, helping traders make more informed decisions by considering multiple timeframes simultaneously. By combining short, medium, and long-term RSI values, traders can better align their strategies with overarching market trends, thus improving the precision of their trading actions.
RSI PRECISION v.3RSI PRECISION v.3 (MACD, StochRSI, SMA Signals)
Developed by Giorgos Protonotarios (2021-2023)
RSI PRECISION is an alternative to the classic Relative Strength Index (RSI). The indicator aims to enhance the classic RSI and make it more accurate on longer timeframes. Additionally, the indicator works as an advanced signaling machine, offering five different categories of leading trading signals. RSI PRECISION is an ideal tool for analyzing highly volatile markets, such as cryptocurrency and small-cap stocks.
In this 3rd version, the core formula remains the same, however, there are new trading signals and a great number of new parameters. Traders have the opportunity to fully customize the indicator according to their needs.
What is new ?
The RSI formula remains the same, however, there are additional features:
• Selected StochRSI signals
• Low-timeframe SMA signal (<60 minutes)
• High-timeframe SMA signal (>60 minutes)
• SMA on the RSI PRECISION readings
• Ability to customize everything in settings (tooltips added)
Note: You can turn off any trading signal by unselecting it in Settings>Style.
□ NEW TRADING SIGNALS (v.3)
■ SELECTED STOCHRSI SIGNALS
The selected StochRSI signals are visualized by a cross (+) on the top and bottom of the indicator. The settings for StochRSI are the classic 8.5.3 (customizable). By default, the crossover is generated when StochRSI crosses above 25, and the crossunder when StochRSI crosses below 75.
(i) Bullish StochRSI cross
• Symbol: Cross (+) on the Top
• Event: StochRSI crosses above level 25
(ii) Bearish StochRSI cross
• Symbol: Cross (+) on the Bottom
• Event: StochRSI crosses below level 75
■ SMA CROSSOVERS (LOW/HIGH TIMEFRAMES)
These trading signals are generated when the price of an asset crosses above or below a preset SMA.
There are two different SMAs, one shown on low timeframes, and one on high timeframes. You can adjust the periods for both, by default 200 periods.
(i) Low-Timeframe SMA Cross (<60 minutes)
• Symbol: Bullish (↥) on the top of the indicator and bearish (↧) on the bottom
• Event: The price crosses above or below the selected SMA on low timeframes
(ii) High-Timeframe SMA Cross (>60 minutes)
• Symbol: Bullish (↥) on the top of the indicator and bearish (↧) on the bottom
• Event: The price crosses above or below the selected SMA on high timeframes
■ SMA LINE ON RSI PRECISION
This is just a simple SMA line on the RSI PRECISION readings. By default, it is set at 50 periods.
• SMA Line (blue-dashed)
You can turn it off by unselecting it in Settings>Style.
□ OLDER TRADING SIGNALS
The 3rd version of RSI PRECISION also includes all previous signals.
■ RSI PRECISION CROSSES
This signal corresponds to a bullish/bearish RSI PRECISION cross. By default, it is 5 for a bullish crossover and 100 for a bearish crossunder. These numbers are indicative and can be customized.
(i) Bullish RSI PRECISION Cross
• Symbol: Green arrow (▲) on the Top
• Event: RSI PRECISION crosses above level 5
(ii) Bearish RSI PRECISION Cross
• Symbol: Red arrow (▼) on the Bottom
• Event: RSI PRECISION crosses below level 100
■ MACD CROSSOVER SIGNALS
The MACD signals are visualized by a green/red dot (•). The default settings are the standard MACD settings (12,6,9).
(i) Bullish MACD cross
• Symbol: Green Dot (•) on the Top
• Event: MACD crosses above its signal line
(ii) Bearish MACD cross
• Symbol: Red Dot (•) on the Bottom
• Event: MACD crosses below its signal line
NOTE: In lower timeframes, MACD generates too many signals. You can switch off “MACD BULLISH & BEARISH CROSSOVERS” by clicking on ‘SETTINGS’, then ‘STYLE’, and then unselecting ‘Bullish MACD Cross’ and ‘Bearish MACD Cross’.
■ GOLDEN/DEATH CROSSES (SMA CROSSOVERS)
The cross of the 50-day moving average above the 200-day moving average is called a golden cross, and it is considered a bullish signal. The cross of the 50-day moving average below the 200-day moving average is called a death cross, and it is considered a bearish signal.
The Golden/Death crosses are visualized by (X). By default, 50 periods for the fast SMA and 200 periods for the slow SMA (both are customizable).
(i) Bullish SMA Cross
• Symbol: (X) on the Top
• Event: The fast SMA crosses above the Slow SMA
(ii) Bearish RSI Cross
• Symbol: (X) on the Bottom
• Event: The fast SMA crosses below the Slow SMA
□ More about the Indicator
■ MISSION
Enhancing the classic Relative Strength Index (RSI) and making it more accurate on longer timeframes, during choppy market conditions, and especially near market tops/bottoms.
■ OBJECTIVES
(1) Creating a better RSI that works as an “All-in-one” indicator
(2) Identifying overbought/oversold market levels in a simple and user-friendly manner
(3) Making precise calculations near market tops and bottoms, where price volatility is always booming
(4) Making precise calculations on longer timeframes (weekly, monthly) where the classic RSI readings are hardly readable
(5) Offering five different categories of trading signals (RSI, StochRSI, MACD, Golden/Death Crosses, SMAs) in a single indicator
■ RSI PRECISION CALCULATIONS
The RSI PRECISION formula consists of three (3) different components:
(a) Relative Strength Index component (the classic RSI)
(b) Periodic Price Volatility component (PPV, essential)
(c) RSI Volatility component (less important)
RSI PRECISION FORMULA ADJUSTMENTS
(i) CLASSIC RSI
This measurement corresponds to the classic RSI. If the other two components of the formula are set to zero (0%), then by entering 100% here, the RSI PRECISION becomes identical to the classic RSI.
-By default, 100%
(ii) PERIODIC PRICE VOLATILITY -PPV
The Periodic Price Volatility (PPV) is an advanced measurement of price volatility and an essential component of the core RSI PRECISION formula. You can easily adjust the weight of PPV in the formula.
-By default, 100%
(iii) RSI VOLATILITY
This is an extra measurement of volatility. This time the focus is exclusively on periodic RSI volatility, not on price volatility.
-By default, 5%
■ FINAL THOUGHTS
RSI PRECISION v.3 is an improved RSI indicator offering five leading trading signals. Everything is combined in one place to create an all-in-one TA tool. I have been using it as my only indicator for quite some time.
As always, happy trading, and remember, if you want to rule the world, create code, not war.
□ Giorgos Protonotarios,
Financial Analyst, Building Web
(October 5th 2023)
RSI Trend Transform [wbburgin]The RSI Trend Transform indicator is a dual-concept indicator that transforms volume data and price data into two different RSI values, which can then be used together to determine trend strength and momentum. The volume RSI does not use any price data in its calculation - it is purely a transform from nondirectional volume into a directional indicator.
The RSI for all three RSI values (price, volume,combined average) can be plotted as either stochastic or normal. The RSI calculation is adapted for use on volume, which is why the normal ta.rsi() function is not used for the price RSI calculation; both use the same formula for indicator consistency.
How to Use the Indicator
In the examples below, the Price RSI is plotted in yellow and the Volume RSI is plotted in red (length = 200, which is why the indicator is large in these examples). The indicator can be used on any timeframe and any asset, provided volume data is provided by the vendor to TradingView.
Identifying Bullish Trends
A rising volume RSI with a rising price RSI signifies a bullish trend. Example 1:
Example 2:
You can use the combined RSI (the average of the volume RSI and the price RSI) to help with the identification of these trends:
Identifying Bearish Trends
A falling volume RSI with a falling price RSI signifies a bearish trend:
Example 2:
Settings
Source is the source of the price RSI, the volume RSI will by default use volume in its calculations. If you have other indicators on-chart, you could even use the ATR, a volatility indicator, or any nondirectional or directional indicator and transform it into the "price" RSI.
Length is both the length of the RSI and the stochastic.
The next three rows are for each RSI you can plot on the indicator: price RSI, volume RSI, and combined RSI (average of price and volume). The first checkbox plots/removes them from the chart, you can subsequently choose the type of RSI (regular or stochastic), the color of the plot, and the length of the EMA smoothing applied afterward to the plot.
Upper Band and Lower Band refer to the overbought and oversold lines, respectively.
A note about the combined RSI- you will be unable to spot divergences if the combined RSI is the only plot on the indicator, so I encourage you to use the combined RSI as a way to confirm the overall trend if you notice the price RSI and the volume RSI and trending similarly.
RSI - trendlines - div[vn]This is an indicator for traders of trendline analysis with RSI (the formula for calculating RSI I don't mention here anymore because every trader knows it)
-
The Pine Script strategy plots pivot points and trendlines on the RSI chart.
This strategy allows the user to specify the interval for calculating the pivot points and the number of pivot points used to generate the RSI trendlines.
As all traders know, the RSI line closely follows the actual price line, it is an indicator of momentum, the RSI often tells us the direction of the price line in advance, it often precedes and goes along with the price.
RSI is one of the indicators that predicts price trends very well when it crosses its trendline (except in case of divergence).
On the chart of the RSI indicator, I only show 2 trendlines closest to the RSI (1 increase, 1 decrease) and the trend lines far away from me are hidden so that traders can focus on observing better.
When an uptrend line of RSI (or a decrease of RSI) is drawn according to the settings in the settings of the indicator, then that line is support and resistance so that we can proceed to make a BUY or SELL point according to the indicator. RSI support and resistance strategy
When the RSI line breaks above the definitive uptrend line or breaks below the trendline definitively, the price signals a reversal to the nearest trendline.
When the RSI breaks the downtrend line of the RSI (definitively), it signals that the price has a high probability of reversing or approaching the nearest resistance area or possibly reversing from bearish to bullish.
When the RSI breaks the uptrend line of the RSI (definitively), it signals that the price is likely to reverse or reach the nearest resistance area or it may reverse from bullish to bearish.
In addition, I have integrated the normal divergence function of RSI for traders to use in case of divergence - combined with trendline to identify trend reversal more clearly.
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Vietnamese
-Đây là chỉ báo dành cho các trader thuộc trường phái phân tích đường xu hướng với RSI(công thức tính RSI tôi không nhắc ở đây nữa vì mọi trader đều biết)
-Chiến lược Pine Script vẽ các điểm trục và đường xu hướng trên biểu đồ RSI.
-Chiến lược này cho phép người dùng chỉ định khoảng thời gian tính toán các điểm xoay và số điểm xoay được sử dụng để tạo các đường xu hướng của RSI.
-Như các Trader đều biết đường RSI bám sát thực tế với đường giá, nó là chỉ báo về động lượng ,RSI nhiều khi cho chúng ta "biết trước" được hướng đi của đường giá, nó thường đi trước và đi cùng với giá
-RSI là một trong những chỉ báo dự đoán xu hướng giá rất tốt khi cắt đường xu hướng của nó (chỉ trừ trường hợp phân kì)
-Trên biểu đồ của chỉ báo RSI tôi chỉ đưa ra 2 đường trendline gần với đường RSI nhất (1 tăng , 1 giảm)còn các đường xu hướng cách xa tôi đều để ẩn để các Trader tập chung quan sát tốt hơn
-Khi đường xu hướng tăng của RSI (hoặc giảm của RSI) được vẽ ra theo các thiết lập trong cài đặt của chỉ báo,thì đường đó là hỗ trợ,kháng cự để ta có thể tiến hành thực hiện điểm BUY hoặc SELL theo chiến lược hỗ trợ và kháng cự của RSI
-Khi đường RSI mà phá vỡ lên trên đường xu hướng tăng dứt khoát hoặc phá xuống dưới đường xu hướng cách dứt khoát thì giá báo hiệu sắp đảo chiều ngược với đường xu hướng gần nhất
-Khi RSI phá vỡ đường xu hướng giảm của RSI (cách dứt khoát) thì báo hiệu sắp tới giá có khả năng cao sẽ đảo chiều hay tiến tới vùng kháng cự gần nhất hay có thể đảo chiều từ giảm thành tăng
-Khi RSI phá vỡ đường xu hướng tăng của RSI (cách dứt khoát) thì báo hiệu sắp tới giá có khả năng cao sẽ đảo chiều hay tiến tới vùng kháng cự gần nhất hay có thể đảo chiều từ tăng thành giảm
-ngoài ra tôi có tích hợp thêm vào công cụ chức năng phân kì thường của RSI để trader dùng trong trường hợp phân kì - kết hợp với đường trendline để xác định xu hướng đảo chiều rõ ràng hơn
RSI Integral by Hawkeye Charting**** German Description below ****
This is the RSI Integral indicator.
Basically, it's a normal RSI but improves the visualization of the strength in the market.
The upper shown RSI display the integral of the RSI (f(x)) and the neutral RSI level (50) (g(x)).
The blue background coloring visualizes the area as the integration of both the mentioned functions --> H(x) = F(x) - G(x) and indicates, how strong and directed the market currently is.
Markets regulate and bring them back to the mean by themselve; by that fact, the consideration is that remaining a longer time in e.g. the upper zone requires to "unleash" the collected energy from the upper levels to the downside and vice versa.
So the major advantage of this indicator is to monitor and compare the given areas above and below the neutral level and making imbalances visible.
Furthermore, the lower shown RSI shows the complete displaying of the indicators functions, as it displays possible long and short entry and exit areas.
Read the chart to understand the system. Please note that the program waits on interval after the actual cross event before it changes the background color. This is to avoid false signals that last only 1 candle.
The last components are the overbought and oversold zones. They are equal to the standard RSI overbought and oversold levels.
You have the following setting options:
--> Timeframe selection
--> Generally Displaying the RSI yes/ no
--> Changing source, length and color of the RSI itself
--> turning on/ off the neutral RSI level (50), changing the neutral level value and changing the background color. (Note: Undisplaying the neutral level will remove the background coloring as well).
--> turning on/ off the upper RSI zone, changing the zone-border-values and -colors and changing the background color. (Note: same as neutral RSI level)
--> turning on/ off the lower RSI zone, changing the zone-border-values and -colors and changing the background color. (Note: same as neutral RSI level)
--> turning on/ off the RSI average, changing the Moving Average type, length and color.
--> turning on/ off the Moving Average Long/ Short Background and changing the colors for long and short direction.
--> smoothing of the rsi itself. Note: it will affect the alert events as well, if the rsi smoothing function is selected.
Last but not least, you can set alerts:
--> Alert for overbought/ oversold area (cross in/ cross out, message: Check for divergences)
--> Alerts for open and close long
--> Alerts for open and close short
A complete "Alert-Set" requires 6 Alerts.
I'd like to know what you think! Please leave a comment, I will answer ASAP .
Please leave a like and a follow if you like this work and don't forget to check out my major work, the Market Maker Volatility Diameter, see the link below.
Enjoy and always happy trades.
Yours
Markus aka Hawkeye Waver from Hawkeye Charting
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**** Deutsche Beschreibung ****
Das ist der RSI Integral Indikator.
Im Grunde handelt es sich hierbei um einen normalen RSI , allerdings verbessert er die Visualisierung der Stärke im Markt.
Der obere RSI im Beispielbild zeigt das Integral des RSI , bezogen auf den RSI f(x) selber sowie seines neutralen Levels beim Wert 50 = g(x).
Der blaue Hintergrund visualisiert die Flächenfunktion des Integrals der beiden genannten Funktionen --> H(x) = F(x) - G(x) und indiziert, wie stark und nach wohin der Markt gerade gerichtet ist.
Märkte regulieren sich selber und bringen sich auch immer wieder selber zum Durchschnitt und zur Balance zurück. Dieser Fakt führt zu der Überlegung, dass ein langes Aufhalten in z.B. der oberen Zone unweigerlich eine "Freisetzung" der gesammelten Energie der oberen Levels nach unten nach sich ziehen wird und umgekehrt.
Die Hauptvorteil dieses Indikators ist also, dass die entstandenen Flächen über und unter dem Neutralen RSI Level einfach beobachtet und verglichen werden können, um so Ungleichgewichte im Chart zu erkennen.
Desweiteren zeigt der unten im Chart abgebildete RSI die vollständige Anzeige der Indikatorfunktionen. Es ist nämlich auch möglich, Long und Short Signale für Einstieg und Ausstieg anzuzeigen.
Bitte lest den Chart, um das System zu verstehen. Beachtet: das Programm wartet 1 Intervall zur Bestätigung, bevor es einen Traderichtungswechsel auch anzeigt. Diese Maßnahme wurde getroffen, um falsche Signale zu reduzieren.
Die letzten Komponenten sind die Überkauft- und Überverkauftzonen. Sie sind gleich wie die Standard RSI überkauft und überverkauft Levels zu interpretieren.
Der Indikator bietet die folgenden Einstellmöglichkeiten:
--> Timeframe Auswahl
--> RSI generell anzeigen ja/ nein
--> Quelle, Länge und Farbe des RSI selber verändern
--> Neutrales RSI Level an- und ausschalten, Level-Wert verändern und die Hintergrund-Farbe ändern. (Anmerkung: Das Abschalten des Neutralen RSI Levels wird auch die Hintergrundfärbung abschalten.)
--> An- und Ausschalten der oberen RSI Zone, Zonengrenzwerte und -farben verändern und Hintergrundfarbe verändern. (Anmerkung: s. Neutrales RSI Level)
--> An- und Ausschalten der unteren RSI Zone, Zonengrenzwerte und -farben verändern und Hintergrundfarbe verändern. (Anmerkung: s. Neutrales RSI Level)
--> An- und Ausschalten des RSI Durchschnitts, verändern des Durchschnitt-Typs, der Länge und der Farbe
--> An- und Ausschalten der Durchschnitt Long und Short Hintergrundfärbung sowie Änderung der Hintergrund Farben für Long und Short Richtung
--> Glättung des RSI. Anmerkung: Die Alarme werden sich auf den geglätteten RSI und nicht auf den RSI selber beziehen, wenn die Funktion selektiert ist.
Zu guter Letzt, der Indikator bietet die Funktion, Alarme einzustellen:
--> Alarm für Überkauft/ Überverkauft Zonen (Einkreuzen/ Auskreuzen, Nachricht: Auf Divergenzen prüfen)
--> Alarme für Long Öffnen & Schließen
--> Alarme für Short Öffnen & Schließen
Ein vollständiges "Alarm-Set" benötigt 6 Alarme.
Ich möchte gerne wissen, was ihr über den Indikator denkt! Bitte hinterlasst eure Kommentare, ich werde asap antworten.
Bitte hinterlasst ein Like und ein Follow wenn euch diese Arbeit gefällt und vergesst nicht, meine Hauptarbeit, den Market Maker Volatility Diameter auszuchecken, s. Link unten.
Viel Spaß mit dem Indikator und allzeit gute Trades
Euer
Markus aka Hawkeye Waver von Hawkeye Charting
RSI PRECISION (MACD & SMA Signals)RSI PRECISION (Plus MACD & SMA Signals)
Codded by Giorgos Protonotarios, March 2022
This is an enhanced version of RSI PRECISION that incorporates RSI readings and key TA signals into a single oscillator.
■ RSI PRECISION SHORT DESCRIPTION & WHAT IS NEW
RSI PRECISION is an oscillator designed to enhance the classic RSI with price volatility and make it more accurate at longer time frames and during choppy market conditions. The oscillator is ideal for analyzing volatile markets, such as the cryptocurrency market.
In this second version, the RSI Precision formula remains the same, however, there are additional features.
The new oscillator now includes three different trading signals:
• MACD Crossovers (•) -New
• SMA Death/Golden Crosses (x) -New
• RSI Crossovers/Crossunders (▲▼)
■ MACD BULLISH & BEARISH CROSSOVERS
The MACD signals are visualized by a green/red dot (•). The default settings are the standard MACD settings (12,6,9).
NOTE: In lower timeframes, MACD generates too many signals. You can switch off “MACD BULLISH & BEARISH CROSSOVERS” by clicking on ‘SETTINGS’, then ‘STYLE’, and then unselecting ‘Bullish MACD Cross’ and ‘Bearish MACD Cross’.
(i) Bullish MACD cross
• Symbol: Green Dot (•) on the Top
• Event: MACD crosses above its signal line
(ii) Bearish MACD cross
• Symbol: Red Dot (•) on the Bottom
• Event: MACD crosses below its signal line
■ SMA CROSSOVERS
The SMA crossovers are visualized by (X). By default, 50 periods for the fast SMA and 200 periods for the slow SMA (both are customizable).
NOTE: If you change the fast SMA to 1 period, the fast SMA becomes the closing price. Therefore, you can receive signals when the price crosses a key MA, for example, SMA(200).
(i) Bullish SMA Cross
• Symbol: Green (X) on the Top
• Event: The fast SMA crosses above the Slow SMA
(ii) Bearish RSI Cross
• Symbol: Red (X) on the Bottom
• Event: The fast SMA crosses below the Slow SMA
You can adjust the periods for both SMAs (Settings).
■ RSI CROSSOVER/CROSSUNDER
This signal corresponds to a bullish/bearish RSI Precision cross. By default, it is 5 for a bullish crossover and 100 for a bearish crossunder. Of course, these numbers are indicative and can be customized.
(i) Bullish RSI Precision Cross
• Symbol: Green arrow (▲) on the Top
• Event: The RSI Precision crosses above level 5
(ii) Bearish RSI Precision Cross
• Symbol: Red arrow (▼) on the Bottom
• Event: The RSI Precision crosses below level 100
■ RSI PRECISION MISSION
To enhance RSI and make it more accurate on longer time frames, choppy market conditions, and especially during market tops/bottoms.
■ RSI PRECISION OBJECTIVES
(1) identify overbought/oversold market levels in a simple and user-friendly manner
(2) make precise calculations near market tops and bottoms, where price volatility is always booming
(3) make precise calculations on longer time frames (monthly, weekly) where RSI readings are hardly readable
(4) offer three types of trading signals (RSI, MACD, SMA)
■ RSI PRECISION CALCULATIONS
The RSI PRECISION formula consists of 3 different modules:
(a) Relative Strength Index readings
(b) Price Volatility module
(c) RSI Volatility module (optional)
■ BASIC SETTINGS
--RSI PERIODS: -By default, 14.
---RSI PRECISION FORMULA
(i) RSI FACTOR (%)
-You can adjust the weight of RSI readings in the formula.
-By default, 100%.
(ii) PERIODIC PRICE VOLATILITY (%)
-You can adjust the weight of Periodic Price Volatility in the formula.
-By default, 100%.
(iii) RSI VOLATILITY (%)
-This is an extra measurement of volatility. This time the focus is exclusively on periodic RSI volatility, not on price volatility.
-By default, 5%.
--RSI CROSSOVER/CROSSUNDER LEVELS
You can adjust the levels for an RSI PRECISION crossover/crossunder.
- By default, 5 for a bullish crossover and 100 for a bearish crossunder.
--PERIODS FOR SMA CROSSOVERS
You can adjust the periods for the two SMAs.
-By default, 50 periods for the fast SMA and 200 periods for the slow SMA. Some traders describe the crossing of these two SMAs (50/200) as the “Golden/Death Crosses”.
■ FINAL THOUGHTS
The new RSI Precision combines everything in one place. I have been using this enhanced version, myself, as my only oscillator.
As always, happy trading... and remember to make charts, not war.
□ Giorgos Protonotarios,
Financial Analyst, Building Web
(March 2022)
RSI Signal Pro[UgurTash]Introducing RSI Signal Pro for TradingView
RSI Signal Pro is a refined version of the standard Relative Strength Index (RSI) , designed to improve signal accuracy by generating alerts in real-time instead of waiting for multiple candle confirmations. This enhancement allows traders to react faster to market movements while maintaining the familiar RSI structure.
What Makes RSI Signal Pro Unique?
✅ Real-Time RSI Signals: Unlike the traditional RSI, which waits for candle confirmations, this version provides immediate buy and sell signals upon key level crossovers.
✅ Dual Trading Modes: Choose between Simple Mode (standard RSI crossovers) and Advanced Mode (momentum-adjusted signals with price validation).
✅ Customizable RSI-Based Moving Average (MA): Optionally apply SMA, EMA, WMA, or VWMA to smooth RSI fluctuations and identify longer-term trends.
✅ Adaptive Signal Filtering: The Advanced Mode reduces false signals by filtering RSI movements with a momentum threshold and historical RSI validation.
✅ User-Friendly Interface: Simple ON/OFF toggles allow easy customization of the indicator's behavior.
How This Indicator Works
🔹 Simple Mode: Identical to traditional RSI, triggering signals when RSI crosses 30 (bullish) or 70 (bearish).
🔹 Advanced Mode: Uses historical RSI pivots, momentum verification, and price confirmation to refine signal accuracy—ideal for traders looking for more precise entries.
🔹 RSI-Based MA: Optionally overlay moving averages onto the RSI, providing additional trend confirmation.
How to Use RSI Signal Pro
1️⃣ Select a mode: Use Simple Mode for frequent alerts or Advanced Mode for refined signals.
2️⃣ Enable RSI-Based MA: Apply SMA, EMA, WMA, or VWMA to smooth RSI fluctuations.
3️⃣ Set alerts: TradingView notifications allow you to react to real-time RSI movements instantly.
4️⃣ Apply to multiple markets: Effective for crypto, forex, stocks, and commodities.
Why Use RSI Signal Pro Instead of Standard RSI?
While RSI Signal Pro maintains the core functionality of the standard RSI, its real-time signal generation allows traders to make faster decisions without the typical delay caused by waiting for candle confirmations. Additionally, the optional momentum filtering and moving average smoothing ensure fewer false signals and better trade accuracy.
RSI Crossover dipali parikhThis script generates buy and sell signals based on the crossover of the Relative Strength Index (RSI) and the RSI-based Exponential Moving Average (EMA). It also includes an additional condition for both buy and sell signals that the RSI-based EMA must be either above or below 50.
Key Features:
Buy Signal: Triggered when:
The RSI crosses above the RSI-based EMA.
The RSI-based EMA is above 50.
A green "BUY" label will appear below the bar when the buy condition is met.
Sell Signal: Triggered when:
The RSI crosses below the RSI-based EMA.
The RSI-based EMA is below 50.
A red "SELL" label will appear above the bar when the sell condition is met.
Customizable Inputs:
RSI Length: Adjust the period for calculating the RSI (default is 14).
RSI-based EMA Length: Adjust the period for calculating the RSI-based EMA (default is 9).
RSI Threshold: Adjust the threshold (default is 50) for when the RSI-based EMA must be above or below.
Visuals:
The RSI is plotted as a blue line.
The RSI-based EMA is plotted as an orange line.
Buy and sell signals are indicated by green "BUY" and red "SELL" labels.
Alerts:
Alerts can be set for both buy and sell conditions to notify you when either condition is met.
How to Use:
Use this script to identify potential buy and sell opportunities based on the behavior of the RSI relative to its EMA.
The buy condition indicates when the RSI is strengthening above its EMA, and the sell condition signals when the RSI is weakening below its EMA.
Strategy Use:
Ideal for traders looking to leverage RSI momentum for entering and exiting positions.
The RSI-based EMA filter helps smooth out price fluctuations, focusing on stronger signals.
This script is designed for both discretionary and algorithmic traders, offering a simple yet effective method for spotting trend reversals and continuation opportunities using RSI.
RSI BB StdDev SignalOverview
The RSI BB StdDev Signal Indicator is a powerful tool designed to enhance your trading strategy by combining the Relative Strength Index (RSI) with Bollinger Bands (BB). This unique combination allows traders to identify potential buy and sell signals more accurately by leveraging the strengths of both indicators. The RSI helps in identifying overbought and oversold conditions, while the Bollinger Bands provide a dynamic range to assess volatility and potential price reversals.
Key Features
— RSI Calculation: The indicator calculates the RSI based on user-defined parameters, allowing for customization to fit different trading styles.
— Bollinger Bands Integration: The RSI values are smoothed using a moving average, and Bollinger Bands are applied to this smoothed RSI to generate buy and sell signals.
— Divergence Detection: The indicator includes an optional feature to detect and alert on bullish and bearish divergences between the RSI and price action.
— Customizable Alerts: Users can set up alerts for buy and sell signals, as well as for divergences, ensuring they never miss a trading opportunity.
— Visual Aids: The indicator plots the RSI, Bollinger Bands, and signals on the chart, making it easy to visualize and interpret the data.
How It Works
1. RSI Calculation:
— The RSI is calculated using the change in the source input (default is close price) over a specified period.
— The RSI values are then plotted on the chart with customizable overbought and oversold levels.
2. Smoothing and Bollinger Bands:
— The RSI values are smoothed using a moving average (SMA, EMA, SMMA, WMA, VWMA) selected by the user.
— Bollinger Bands are applied to the smoothed RSI to create dynamic upper and lower bands.
3. Signal Generation:
—Buy signals are generated when the RSI crosses above the lower Bollinger Band.
—Sell signals are generated when the RSI crosses below the upper Bollinger Band.
—These signals are plotted on both the RSI pane and the main price chart for easy reference.
4. Divergence Detection:
— The indicator can detect and alert on regular bullish and bearish divergences between the RSI and price action.
— Bullish divergences occur when the price makes a lower low, but the RSI makes a higher low.
— Bearish divergences occur when the price makes a higher high, but the RSI makes a lower high.
Usage
1. Setting Up:
— Add the indicator to your TradingView chart.
— Customize the RSI length, source, and other parameters in the settings panel.
— Enable or disable the divergence detection based on your trading strategy.
2. Interpreting Signals:
— Use the buy and sell signals generated by the RSI crossing the Bollinger Bands as potential entry and exit points.
— Pay attention to divergences for additional confirmation of trend reversals.
3. Alerts:
— Set up alerts for buy and sell signals to receive notifications in real-time.
— Enable divergence alerts to be notified of potential trend reversals.
Conclusion
The RSI BB StdDev Signal Indicator is a comprehensive tool that combines the strengths of the RSI and Bollinger Bands to provide traders with more accurate and reliable signals. Whether you are a beginner or an experienced trader, this indicator can enhance your trading strategy by offering clear visual cues and customizable alerts.
Note
This indicator is provided with open-source code, allowing users to understand its logic and customize it further if needed. The detailed description and customizable settings ensure that traders of all levels can benefit from its unique features.
RSI and Bollinger Bands Screener [deepakks444]Indicator Overview
The indicator is designed to help traders identify potential long signals by combining the Relative Strength Index (RSI) and Bollinger Bands across multiple timeframes. This combination allows traders to leverage the strengths of both indicators to make more informed trading decisions.
Understanding RSI
What is RSI?
The Relative Strength Index (RSI) is a momentum oscillator that measures the speed and change of price movements. Developed by J. Welles Wilder Jr. for stocks and forex trading, the RSI is primarily used to identify overbought or oversold conditions in an asset.
How RSI Works:
Calculation: The RSI is calculated using the average gains and losses over a specified period, typically 14 periods.
Range: The RSI oscillates between 0 and 100.
Interpretation:
Key Features of RSI:
Momentum Indicator: RSI helps identify the momentum of price movements.
Divergences: RSI can show divergences, where the price makes a higher high, but the RSI makes a lower high, indicating potential reversals.
Trend Identification: RSI can also help identify trends. In an uptrend, the RSI tends to stay above 50, and in a downtrend, it tends to stay below 50.
Understanding Bollinger Bands
What is Bollinger Bands?
Bollinger Bands are a type of trading band or envelope plotted two standard deviations (positively and negatively) away from a simple moving average (SMA) of a price. Developed by financial analyst John Bollinger, Bollinger Bands consist of three lines:
Upper Band: SMA + (Standard Deviation × Multiplier)
Middle Band (Basis): SMA
Lower Band: SMA - (Standard Deviation × Multiplier)
How Bollinger Bands Work:
Volatility Measure: Bollinger Bands measure the volatility of the market. When the bands are wide, it indicates high volatility, and when the bands are narrow, it indicates low volatility.
Price Movement: The price tends to revert to the mean (middle band) after touching the upper or lower bands.
Support and Resistance: The upper and lower bands can act as dynamic support and resistance levels.
Key Features of Bollinger Bands:
Volatility Indicator: Bollinger Bands help traders understand the volatility of the market.
Mean Reversion: Prices tend to revert to the mean (middle band) after touching the bands.
Squeeze: A Bollinger Band Squeeze occurs when the bands narrow significantly, indicating low volatility and a potential breakout.
Combining RSI and Bollinger Bands
Strategy Overview:
The strategy aims to identify potential long signals by combining RSI and Bollinger Bands across multiple timeframes. The key conditions are:
RSI Crossing Above 60: The RSI should cross above 60 on the 15-minute timeframe.
RSI Above 60 on Higher Timeframes: The RSI should already be above 60 on the hourly and daily timeframes.
Price Above 20MA or Walking on Upper Bollinger Band: The price should be above the 20-period moving average of the Bollinger Bands or walking on the upper Bollinger Band.
Strategy Details:
RSI Calculation:
Calculate the RSI for the 15-minute, 1-hour, and 1-day timeframes.
Check if the RSI crosses above 60 on the 15-minute timeframe.
Ensure the RSI is above 60 on the 1-hour and 1-day timeframes.
Bollinger Bands Calculation:
Calculate the Bollinger Bands using a 20-period moving average and 2 standard deviations.
Check if the price is above the 20-period moving average or walking on the upper Bollinger Band.
Entry and Exit Signals:
Long Signal: When all the above conditions are met, consider a long entry.
Exit: Exit the trade when the price crosses below the 20-period moving average or the stop-loss is hit.
Example Usage
Setup:
Add the indicator to your TradingView chart.
Configure the inputs as per your requirements.
Monitoring:
Look for the long signal on the chart.
Ensure that the RSI is above 60 on the 15-minute, 1-hour, and 1-day timeframes.
Check that the price is above the 20-period moving average or walking on the upper Bollinger Band.
Trading:
Enter a long position when the criteria are met.
Set a stop-loss below the low of the recent 15-minute candle or based on your risk management rules.
Monitor the trade and exit when the RSI returns below 60 on any of the timeframes or when the price crosses below the 20-period moving average.
House Rules Compliance
No Financial Advice: This strategy is for educational purposes only and should not be construed as financial advice.
Risk Management: Always use proper risk management techniques, including stop-loss orders and position sizing.
Past Performance: Past performance is not indicative of future results. Always conduct your own research and analysis.
TradingView Guidelines: Ensure that any shared scripts or strategies comply with TradingView's terms of service and community guidelines.
Conclusion
This strategy combines RSI and Bollinger Bands across multiple timeframes to identify potential long signals. By ensuring that the RSI is above 60 on higher timeframes and that the price is above the 20-period moving average or walking on the upper Bollinger Band, traders can make more informed decisions. Always remember to conduct thorough research and use proper risk management techniques.
RSI Difference (Fast and Slow)Introduction
Oscillators like the RSI are fundamental tools for identifying trends in financial markets. Their ability to measure price momentum allows traders to detect overbought, oversold levels, and divergences, anticipating trend changes. Are there ways to improve the use of traditional RSI? How can we obtain more detailed information about current trends? This indicator answers these questions by expanding the functionalities of the traditional RSI and offering an additional tool for analysis.
How does it work?
This indicator provides a framework for trend analysis based on the following setup:
Fast RSI
Slow RSI
SMA of the fast RSI
SMA of the slow RSI
Histogram
Custom Indicator Settings
My preferred configuration is based on the 13 and 55 moving averages. The rest of the setup is as follows:
I typically use the 13 and 55 moving averages to configure both the RSI and short- and long-term moving averages.
Interpretation and Signals: Including a Long-Period RSI
Including a long-period RSI helps identify key patterns in market behavior. Crossovers between the two can be used to establish entry patterns:
If the fast RSI crosses above the slow RSI, this could indicate a long-entry pattern.
If the fast RSI crosses below the slow RSI, this could indicate a short-entry pattern.
Interpretation and Signals: Including Moving Averages
Including moving averages for both the short- and long-period RSI can help identify the base trend of the movement and, consequently:
Avoid false signals.
Trade in favor of the trend.
A simple way to start working with these is to use the crossover of the moving averages to identify the current trend:
If the short-period SMA is above the long-period SMA, the trend is bullish.
If the short-period SMA is below the long-period SMA, the trend is bearish.
Interpretation and Signals: The Histogram
The histogram represents the difference between the moving averages. If the histogram is positive, the short average is above the long average. If the histogram is below zero, the short average is below the long average. Divergences with price provide signals of potential exhaustion in the movement, indicating a possible reversal.
Indicator Details
This indicator builds upon the traditional RSI by integrating additional features that enhance its utility for traders. Here’s how each component is calculated and how they contribute to the originality of the script:
Fast RSI and Slow RSI: The fast RSI is calculated using a shorter lookback period, allowing it to capture rapid changes in momentum. The slow RSI uses a longer period to smooth out fluctuations and provide a broader view of the trend. These two RSIs work together to identify significant momentum shifts.
SMA of RSI values: The simple moving averages (SMA) of the fast and slow RSI help filter out noise and provide clear crossover signals. The SMAs are calculated using standard formulas but applied to the RSI values rather than price data, which adds a layer of insight into momentum trends.
Histogram calculation: The histogram represents the difference between the SMA of the fast RSI and the SMA of the slow RSI. This value gives a visual representation of the convergence or divergence of momentum. When the histogram crosses zero, it signifies a potential shift in the underlying trend.
This indicator combines multiple layers of analysis: fast and slow momentum, trend confirmation through SMAs, and divergence detection via the histogram. This multi-dimensional approach provides traders with a more comprehensive tool for trend analysis and decision-making.
Conclusion
This article has explored how to use this indicator to identify trends, leverage entry patterns, and analyze divergences by combining the fast RSI, slow RSI, their moving averages, and a histogram. Additionally, I’ve detailed how I usually interpret this indicator:
Identifying RSI patterns to anticipate momentum changes.
Using SMAs to confirm base trends.
Leveraging the histogram to detect divergences and potential price reversals.
RSI TOTAL MOMENTUM1 (resatserhat)SOURCE OF COLORS
Our oscillator is the classic RSI oscillator. However, in the classic RSI oscillator, only RSI14 is taken into account, the user looks at different periods when he wants, and each period shows a different level. This situation confuses the user and prevents him from reaching a clear conclusion. This indicator takes into account the relationship between more than 1 or even 10 RSI periods, and shows us with colors which direction the momentum is in all periods and how strong it is. In other words, the mathematics underlying the coloring is the relationship between different RSI periods.
RSI COLORS
The RSI line has 3 colors: red, green, blue. The red color indicates that the momentum is weakening, the green color indicates that it is strengthening, and the blue color indicates that the momentum is unstable and can switch from red to green or from green to red at any moment.
BOLLINGER BAND COLORS
It is formed by considering the same mathematics as the RSI line colors, but it shows the momentum of larger periods. That is, it changes color later than the RSI line, but it is more reliable and accurate.
Colors in Hidden Divergences
In hidden negative divergences and hidden positive divergences, a single bar usually has an outlier color, this should be taken into consideration.
How to Use Colors?
1. When the RSI shows green bottom, blue bottom or green and blue mixed bottoms, it is a strong bullish signal.
2. When the RSI shows red top, blue top or red and blue mixed tops, it is a strong bearish signal.
3. When the RSI and BAND colors are bearish, it creates a strong signal.
4. When the RSI performs the actions in the 1st definition above the Bollinger Band, the buy signal should be trusted more.
5. When the RSI performs the actions in the 2nd definition below the Bollinger Band, the sell signal should be trusted more.
40-60 LEVELS
The 40-60 levels are strong resistance and support levels. Added for the Andrew Cardwell strategy. Blue, green or blue-green mixed bottoms occurring close to the 60 level bring strong upward movements
Red, blue or red-blue mixed tops occurring close to the 40 level bring strong downward movements.
Also in the oscillator, when RSI14 goes above the 80 level, the background color turns red. When it falls below the 20 level, the background color turns green. The first one indicates a sell zone, the second one indicates a buy zone.
TÜRKÇE
RENKLERİN KAYNAĞI
Osilatörümüz klasik RSI osilatörüdür. Fakat klasik RSI osilatöründe sadece RSI14 dikkate alınır, kullanıcı istediğinde farklı periyotlara bakar ve her periyot farklı bir seviye gösterir. Bu durum kullanıcının zihnini karıştırır, net bir kanıya varmasını önler. İşte bu indikatör 1’den hatta 10’dan fazla RSI periyodu arasındaki ilişkiyi dikkate alarak, bütün periyotlardaki momentumun hangi yönde olduğunu ve hangi güçte olduğunu renklerle bize gösterir. Yani Renklendirmenin temelinde yatan matematik farklı RSI periyotları arasındaki ilişkidir.
RSI RENKLERİ
RSI çizgisi kırmızı, yeşil, mavi olmak üzere 3 renk taşır. Kırmızı renk momentumun zayıfladığını gösterir, yeşil renk güçlendiğini, mavi renk ise momentumun kararsız olduğunu ve her an kırmızdan yeşile veya yeşilden kırmızıya geçebileceğini söyler.
BOLLİNGER BANDI RENKLERİ
RSI çizgisi renkleri ile aynı matematik dikkate alınarak oluşur, fakat daha büyük periyotların momentumunu gösterir. Yani RSI çizgisine göre daha geç renk değiştirir ama daha güvenilir ve kesindir.
Gizli Uyumsuzluklarda Renkler
Gizli negatif uyumsuzluk ve gizli pozitif uyumsuzluklarda genelde tek bir barda aykırı renk oluşur, bu husus dikkate alınmalıdır.
Renkler Nasıl Kullanılmalı?
1. RSI yeşil dip, mavi dip veya yeşil ve mavi karışımı dipler gösterdiğinde yükseliş yönlü güçlü bir sinyaldir.
2. RSI kırmızı tepe, mavi tepe veya kırmızı ve mavi karışışımı tepeler gösterdiğinde düşüş yönlü güçlü bir sinyaldir.
3. RSI ve BAND renkleri ayı olduğunda güçlü bir sinyal oluşturur.
4. RSI bollinger bandının üstünde 1. Tanımdaki eylemleri gerçekleştirdiğinde alım sinyaline daha çok güvenilmeli.
5. RSI bollinger bandının altında 2. Tanımdaki eylemleri gerçekleştirdiğinde satım sinyaline daha çok güvenilmeli.
40-60 SEVİYELERİ
40-60 seviyeleri güçlü direnç ve destek seviyeleridir. Andrew Cardwell stratejisi için eklenmiştir. 60 seviyesine yakın gerçekleşen mavi, yeşil veya mavi-yeşil karışımı dipler güçlü yükseliş hareketleri getirir
40 seviyesine yakın gerçekleşen kırmızı, mavi veya kırmızı-mavi karışımı tepeler güçlü düşüş hareketleri getirir.
Osilatörde ayrıca RSI14 80 seviyesinin üzerine çıktığında arka plan rengi kırmızıya dönüşür. 20 seviyesinin altına düştüğüne arkaplan rengi yeşile dönüşür. İlki satış bölgesi ikincisi alış bölgesi olduğunu haber eder.
RSI Pulsar [QuantraSystems]RSI Pulsar
Introduction
The RSI Pulsar is an advanced and multifaceted tool designed to cater to the varying needs of traders, from long-term swing traders to higher-frequency day traders. This indicator takes the Relative Strength Index (RSI) to new heights by combining several unique methodologies to provide clear, actionable signals across different market conditions. With its ability to analyze impulsive trend strength, volatility, and binary market direction, the RSI Pulsar offers a holistic view of the market that assists traders in identifying robust signals and rotational opportunities within a volatile market.
The integration of dynamic color coding further aids in quick visual assessments, allowing traders to adapt swiftly to changing market conditions, making the RSI Pulsar an essential component in the arsenal of modern traders aiming for precision and adaptability in their trading endeavors.
Legend
The RSI Pulsar encapsulates various modes tailored to diverse trading strategies. The different modes are the:
Impulse Mode:
Focuses on strong outperformance, ideal for capturing movements in highly dynamic tokens.
Trend Following Mode:
A classical perpetual trend-following approach and provides binary long and short signal classifications ideal for medium term swing trading.
Ribbon Mode:
Offers quicker signals that are also binary in nature. Perfect for a confirmation signal when building higher frequency day trading systems.
Volatility Spectrum:
This feature projects a visual 'cloud' representing volatility, which helps traders spot emerging trends and potential breakouts or reversals.
Compressed Mode:
A condensed view that displays all signals in a clean and space-efficient manner. It provides a clear summary of market conditions, ideal for traders who prefer a simplified overview.
Methodology
The RSI Pulsar is built on a foundation of dynamic RSI analysis, where the traditional RSI is enhanced with advanced moving averages and standard deviation calculations. Each mode within the RSI Pulsar is designed to cater to specific aspects of the market's behavior, making it a versatile tool allowing traders to select different modes based on their trading style and market conditions.
Impulse Mode:
This mode identifies strong outperformance in assets, making it ideal for asset rotation systems. It uses a combination of RSI thresholds and dynamic moving averages to pinpoint when an asset is not just trending positively, but doing so with significant strength.
This is in contrast to typical usage of a base RSI, where elevated levels usually signal overbought and oversold periods. The RSI Pulsar flips this logic, where more extreme values are actually interpreted as a strong trend.
Trend Following Mode:
Here, the RSI is compared to the midline (the default is level 50, but a dynamic midline can also be set), to determine the prevailing trend. This mode simplifies the trend-following process, providing clear bullish or bearish signals based on whether the RSI is above or below the midline - whether a fixed or dynamic level.
Ribbon Mode:
This mode employs a series of calculated values derived from modified Heikin-Ashi smoothing to create a "ribbon" that smooths out price action and highlights underlying trends. The Ribbon Mode is particularly useful for traders who need quick confirmations of trend reversals or continuations.
Volatility Spectrum:
The Volatility Spectrum takes a unique approach to measuring market volatility by analyzing the size and direction of Heikin-Ashi candles. This data is used to create a volatility cloud that helps traders identify when volatility is rising, falling, or neutral - allowing them to adjust their strategies accordingly.
When the signal line breaks above the cloud, it signals increasing upwards volatility. When it breaks below it signifies increasing downwards volatility.
This can be used to help identify strengthening and weakening trends, as well as imminent volatile periods, allowing traders to position themselves and adapt their strategies accordingly. This mode also works as a great volatility filter for shorter term day trading strategies. It is incredibly sensitive to volatility divergences, and can give additional insights to larger market turning points.
Compressed Mode:
In Compressed Mode, all the signals from the various modes are displayed in a simplified format, making it easy for traders to quickly assess the market's overall condition without needing to delve into the details of each mode individually. Perfect for only viewing the exact data you need when live trading, or back testing.
Case Study I:
Utilizing ALMA Impulse Mode in High-Volatility Environments
Here, the RSI Pulsar is configured with an RSI length of 9 and an ALMA length of 2 in Impulse Mode. The chart example shows how this setup can identify significant price movements, allowing traders to enter positions early and capture substantial price moves. Despite the fast settings resulting in occasional false signals, the indicator's ability to catch and ride out major trends more than compensates, making it highly effective in volatile environments.
This configuration is suitable for traders seeking to trade quick, aggressive movements without enduring prolonged drawdowns. In Impulse Mode, the RSI Pulsar seeks strong trending zones, providing actionable signals that allow for timely entries and exits.
Case Study II:
SMMA Trend Following Mode for Ratio Analysis
The RSI Pulsar in Trend Following mode, configured with the SMMA with default length settings. This setup is ideal for analyzing longer-term trends, particularly useful in cryptocurrency pairs or ratio charts, where it’s crucial to identify robust directional moves. The chart showcases strong trends in the Solana/Ethereum pair. The RSI Pulsar’s ability to smooth out price action while remaining responsive to trend changes makes it an excellent tool for capturing extended price moves.
The image highlights how the RSI Pulsar efficiently tracks the strength of two tokens against each other, providing clear signals when one asset begins to outperform the other. Even in volatile markets, the SMMA ensures that the signals are reliable, filtering out noise and allowing traders to stay in the trend longer without being shaken out by minor corrections. This approach is particularly effective in ratio trading in order to inform a longer term swing trader of the strongest asset out of a customized pair.
Case Study III:
Monthly Analysis with RSI Pulsar in Ribbon Mode
This case study demonstrates the versatility and reliability of the RSI Pulsar in Ribbon mode, applied to a monthly chart of Bitcoin with an RSI length of 8 and a TEMA length of 14. This setup highlights the indicator’s robustness across multiple timeframes, extending even to long-term analysis. The RSI Pulsar effectively smooths out noise while capturing significant trends, as seen during Bitcoin bull markets. The Ribbon mode provides a clear visual representation of momentum shifts, making it easier for traders to identify trend continuations and reversals with confidence.
Case Study IV:
Divergences and Continuations with the Volatility Spectrum
Identifying harmony/divergences can be hit-or-miss at times, but this unique analysis method definitely has its merits at times. The RSI Pulsar, with its Volatility Spectrum feature, is used here to identify critical moments where price action either aligns with or diverges from the underlying volatility. As seen in the Bitcoin chart (using default settings), the indicator highlights areas where price trends either continue in harmony with volatility or diverge, signaling potential reversals. This method, while not always perfect, provides significant insight during key turning points in the market.
The Volatility Spectrum's visual representation of rising and falling volatility, combined with divergence and harmony analysis, enables traders to anticipate significant shifts in market dynamics. In this case, multiple divergences correctly identified early trend reversals, while periods of harmony indicated strong trend continuations. While this method requires careful interpretation, especially during complex market conditions, it offers valuable signals that can be pivotal in making informed trading decisions, especially if combined with other forms of analysis it can form a critical component of an investing system.
RSI with Swing Trade by Kelvin_VAlgorithm Description: "RSI with Swing Trade by Kelvin_V"
1. Introduction:
This algorithm uses the RSI (Relative Strength Index) and optional Moving Averages (MA) to detect potential uptrends and downtrends in the market. The key feature of this script is that it visually changes the candle colors based on the market conditions, making it easier for users to identify potential trend swings or wave patterns.
The strategy offers flexibility by allowing users to enable or disable the MA condition. When the MA condition is enabled, the strategy will confirm trends using two moving averages. When disabled, the strategy will only use RSI to detect potential market swings.
2. Key Features of the Algorithm:
RSI (Relative Strength Index):
The RSI is used to identify potential market turning points based on overbought and oversold conditions.
When the RSI exceeds a predefined upper threshold (e.g., 60), it suggests a potential uptrend.
When the RSI drops below a lower threshold (e.g., 40), it suggests a potential downtrend.
Moving Averages (MA) - Optional:
Two Moving Averages (Short MA and Long MA) are used to confirm trends.
If the Short MA crosses above the Long MA, it indicates an uptrend.
If the Short MA crosses below the Long MA, it indicates a downtrend.
Users have the option to enable or disable this MA condition.
Visual Candle Coloring:
Green candles represent a potential uptrend, indicating a bullish move based on RSI (and MA if enabled).
Red candles represent a potential downtrend, indicating a bearish move based on RSI (and MA if enabled).
3. How the Algorithm Works:
RSI Levels:
The user can set RSI upper and lower bands to represent potential overbought and oversold levels. For example:
RSI > 60: Indicates a potential uptrend (bullish move).
RSI < 40: Indicates a potential downtrend (bearish move).
Optional MA Condition:
The algorithm also allows the user to apply the MA condition to further confirm the trend:
Short MA > Long MA: Confirms an uptrend, reinforcing a bullish signal.
Short MA < Long MA: Confirms a downtrend, reinforcing a bearish signal.
This condition can be disabled, allowing the user to focus solely on RSI signals if desired.
Swing Trade Logic:
Uptrend: If the RSI exceeds the upper threshold (e.g., 60) and (optionally) the Short MA is above the Long MA, the candles will turn green to signal a potential uptrend.
Downtrend: If the RSI falls below the lower threshold (e.g., 40) and (optionally) the Short MA is below the Long MA, the candles will turn red to signal a potential downtrend.
Visual Representation:
The candle colors change dynamically based on the RSI values and moving average conditions, making it easier for traders to visually identify potential trend swings or wave patterns without relying on complex chart analysis.
4. User Customization:
The algorithm provides multiple customization options:
RSI Length: Users can adjust the period for RSI calculation (default is 4).
RSI Upper Band (Potential Uptrend): Users can customize the upper RSI level (default is 60) to indicate a potential bullish move.
RSI Lower Band (Potential Downtrend): Users can customize the lower RSI level (default is 40) to indicate a potential bearish move.
MA Type: Users can choose between SMA (Simple Moving Average) and EMA (Exponential Moving Average) for moving average calculations.
Enable/Disable MA Condition: Users can toggle the MA condition on or off, depending on whether they want to add moving averages to the trend confirmation process.
5. Benefits of the Algorithm:
Easy Identification of Trends: By changing candle colors based on RSI and MA conditions, the algorithm makes it easy for users to visually detect potential trend reversals and trend swings.
Flexible Conditions: The user has full control over the RSI and MA settings, allowing them to adapt the strategy to different market conditions and timeframes.
Clear Visualization: With the candle color changes, users can quickly recognize when a potential uptrend or downtrend is forming, enabling faster decision-making in their trading.
6. Example Usage:
Day traders: Can apply this strategy on short timeframes such as 5 minutes or 15 minutes to detect quick trends or reversals.
Swing traders: Can use this strategy on longer timeframes like 1 hour or 4 hours to identify and follow larger market swings.
RSI ProfitGuard [CHE]The RSI ProfitGuard Indicator is a comprehensive tool designed to assist traders in making informed decisions by integrating the Relative Strength Index (RSI) with automated Take Profit (TP) and Stop Loss (SL) levels. This indicator enhances trading strategies by providing clear entry signals and risk management parameters.
Key Features
RSIBased Signals: Utilizes RSI crossovers and crossunders to generate trade signals.
Automated TP and SL: Automatically calculates and plots Take Profit and Stop Loss levels based on userdefined methods.
Customizable Trade Types: Supports Long trades, Short trades, or both simultaneously.
Flexible Calculation Methods: Choose between Percentagebased or ATRbased methods for determining TP and SL levels.
Visual Enhancements: Highlights overbought and oversold RSI regions with background colors and marks trade entries with arrows.
Alerts: Provides realtime alerts when TP or SL levels are reached, ensuring timely trade management.
How It Works
1. RSI Calculation: The indicator calculates the RSI value based on the specified length.
2. Trade Signals:
Long Entry: Triggered when RSI crosses above the defined crossover threshold.
Short Entry: Triggered when RSI crosses below the defined crossunder threshold.
3. TP/SL Level Determination:
Percentage Method: Sets TP and SL as a percentage above and below the entry price.
ATR Method: Sets TP and SL based on the Average True Range (ATR), allowing for dynamic adjustments based on market volatility.
4. Visualization: Draws lines and labels on the chart to indicate TP, SL, and entry points.
5. Trade Management: Monitors price movements to determine if TP or SL levels are hit, automatically managing the trade state.
Customization Options
Trade Type Selection: Choose to execute Long trades, Short trades, or both.
RSI Settings:
RSI Length: Defines the period for RSI calculation (default is 14).
Crossover Threshold: RSI level above which a Long entry is signaled (default is 65).
Crossunder Threshold: RSI level below which a Short entry is signaled (default is 35).
Delay Settings: Sets the minimum number of bars between consecutive trade signals to avoid overtrading.
TP/SL Settings:
Method Selection: Choose between Percentage or ATRbased calculations.
Percentage Values: Define the percentage for TP and SL levels.
ATR Settings: Define ATR length and multipliers for TP and SL when using the ATR method.
Visual Settings:
Line Colors and Styles: Customize the appearance of TP, SL, crossover, and crossunder lines.
Transparency: Adjust the transparency of lines for better chart visibility.
Label Offset: Position labels at a specified number of bars to the right for clarity.
Using the Indicator
1. Add to Chart: Apply the RSI ProfitGuard Indicator to your TradingView chart.
2. Configure Settings: Adjust the parameters according to your trading strategy and risk tolerance.
3. Interpret Signals:
Long Entries: Look for green upward arrows indicating potential buy opportunities.
Short Entries: Look for red downward arrows indicating potential sell opportunities.
4. Monitor TP and SL Levels: Observe the plotted lines and labels to manage your trades effectively.
5. Set Up Alerts: Enable alerts to receive notifications when TP or SL levels are reached, ensuring you can act promptly.
Benefits
Enhanced DecisionMaking: Combines RSI signals with clear risk management levels.
Time Efficiency: Automates the calculation and plotting of TP and SL, saving time and reducing manual errors.
Flexibility: Adapts to various trading styles and market conditions through customizable settings.
Risk Management: Helps in defining and adhering to risk parameters, essential for longterm trading success.
Conclusion
The RSI ProfitGuard Indicator is an invaluable tool for traders seeking to integrate technical analysis with automated risk management. Its customizable features and realtime alerts provide a robust framework for executing and managing trades with confidence.
Disclaimer
The content provided with our RSI ProfitGuard Indicator, including all code, scripts, lessons, and materials, is strictly for educational and informational purposes only. It is not intended as, and should not be interpreted as, financial advice, a recommendation to buy or sell, or an offer of any financial product or service.
Key Points:
Educational Purpose:
All strategies, tools, and examples included within the RSI ProfitGuard Indicator are provided solely for illustrative purposes. They are designed to demonstrate coding techniques and the functionality of Pine Script within a trading context.
No Financial Advice:
The RSI ProfitGuard Indicator does not constitute financial advice. Users should not rely on it as a basis for making investment or trading decisions.
Hypothetical Results:
Any results or performance metrics derived from using the RSI ProfitGuard Indicator are purely hypothetical. Past performance is not indicative of future results, and there is no guarantee of profitability.
Risk Disclosure:
Trading and investing involve significant risks, including the potential loss of principal. The RSI ProfitGuard Indicator is not suitable for all persons, and users should be aware of the inherent risks involved in trading.
Professional Consultation:
Before making any trading decisions, it is strongly recommended to consult with a qualified financial professional to fully understand the risks and ensure that such decisions align with your financial situation and goals.
User Responsibility:
By using the RSI ProfitGuard Indicator, you acknowledge and agree that all trading decisions are made solely at your own discretion and risk. The developers and providers of the RSI ProfitGuard Indicator assume no responsibility or liability for any losses or damages resulting from its use.
Additional Notes:
No Guarantees:
There are no guarantees regarding the accuracy, reliability, or completeness of the RSI ProfitGuard Indicator. Users utilize the tool at their own risk.
No Endorsement:
Any mention of third-party products, services, or strategies within the RSI ProfitGuard Indicator does not constitute an endorsement or recommendation.
Updates and Modifications:
The RSI ProfitGuard Indicator may be updated or modified over time. Users are responsible for staying informed about any changes and understanding how they may impact the use of the tool.
Summary
This disclaimer clearly states that the RSI ProfitGuard Indicator is intended for educational purposes and should not be used as financial advice. It highlights the risks associated with trading, the hypothetical nature of any results, and the importance of consulting with a financial professional. Additionally, it emphasizes that users are solely responsible for their trading decisions and any outcomes that result from using the indicator.
Tips for Implementation:
Visibility:
Ensure that this disclaimer is prominently displayed wherever the RSI ProfitGuard Indicator is offered, such as on your website, within the TradingView description, or in any accompanying documentation.
Clarity:
Use clear and concise language to make sure that all users understand the limitations and responsibilities associated with using the indicator.
Legal Review:
Consider having the disclaimer reviewed by a legal professional to ensure that it meets all necessary legal requirements and adequately protects your interests.
Regular Updates:
Periodically review and update the disclaimer to reflect any changes in the indicator's functionality or in relevant laws and regulations.
RSI Overlay Table - 30 Tickers Sorted with ColorOverview
The RSI Overlay Table script provides traders with a powerful tool to monitor the Relative Strength Index (RSI) across multiple tickers in real-time. This script enables users to keep track of up to 30 different assets simultaneously, displaying their RSI values in an easy-to-read table format directly on the chart. It helps traders identify overbought and oversold conditions quickly, enhancing their ability to make informed trading decisions.
Key Features
Monitor Multiple Tickers: Track the RSI values of up to 30 different tickers at once. This allows users to have a broad view of market conditions across various assets without the need to switch between charts.
Dynamic RSI Calculations: The script calculates the RSI using the user-defined length, providing flexibility to adjust sensitivity based on the trading strategy. The default RSI length is set to 14, a commonly used period in technical analysis.
Customizable Overbought and Oversold Levels: Users can define their own overbought and oversold RSI levels, allowing them to tailor the script to their trading style. By default, the overbought level is set at 70, and the oversold level is set at 30.
Hide Neutral Rows Option: To help traders focus on the most critical signals, the script includes an option to hide rows where the RSI values are neither overbought nor oversold. This feature helps traders concentrate on assets that are more likely to experience a price reversal.
Color-Coded Alerts: The script highlights overbought and oversold conditions with distinct colors:
Red: Indicates that the asset is overbought (RSI above the user-defined overbought level).
Green: Indicates that the asset is oversold (RSI below the user-defined oversold level).
How to Use the RSI Overlay Table Script
Input Tickers: Enter up to 30 ticker symbols in the script settings. The script will automatically fetch the RSI values for each ticker and display them in the overlay table on the chart.
Adjust RSI Settings: Modify the RSI length and the overbought/oversold levels according to your trading strategy. These settings can be adjusted in the script input panel.
Use the Hide Neutral Rows Option: Toggle the “Hide Neutral Rows” option to focus only on tickers that are in overbought or oversold conditions. This feature is useful for traders who wish to filter out less significant signals and only act on strong RSI indicators.
Interpret the Table: The table will display each ticker symbol alongside its current RSI value. Tickers with RSI values above the overbought level will be highlighted in red, suggesting a potential sell signal. Tickers with RSI values below the oversold level will be highlighted in green, indicating a potential buy signal.
Application and Strategy
The RSI Overlay Table script is designed for traders who manage multiple assets and need to monitor their technical indicators efficiently. It is particularly useful for:
Swing Traders: Identifying overbought and oversold conditions to time entries and exits.
Portfolio Managers: Monitoring the relative strength of various assets in a portfolio.
Scalpers: Quickly spotting extreme price movements across multiple assets.
Notes
This script is intended to be used as a supplementary tool for technical analysis. Always use it in conjunction with other indicators and market analysis techniques.
The RSI values and signals provided by this script should not be taken as financial advice.
The RSI Overlay Table script provides a clear and efficient way to track RSI values across multiple assets, helping traders make more informed decisions. By offering customizable settings and a clean, color-coded interface, this tool aims to enhance the user's trading experience and streamline their analysis process.
RSI K-Means Clustering [UAlgo]The "RSI K-Means Clustering " indicator is a technical analysis tool that combines the Relative Strength Index (RSI) with K-means clustering techniques. This approach aims to provide more nuanced insights into market conditions by categorizing RSI values into overbought, neutral, and oversold clusters.
The indicator adjusts these clusters dynamically based on historical RSI data, allowing for more adaptive and responsive thresholds compared to traditional fixed levels. By leveraging K-means clustering, the indicator identifies patterns in RSI behavior, which can help traders make more informed decisions regarding market trends and potential reversals.
🔶 Key Features
K-means Clustering: The indicator employs K-means clustering, an unsupervised machine learning technique, to dynamically determine overbought, neutral, and oversold levels based on historical RSI data.
User-Defined Inputs: You can customize various aspects of the indicator's behavior, including:
RSI Source: Select the data source used for RSI calculation (e.g., closing price).
RSI Length: Define the period length for RSI calculation.
Training Data Size: Specify the number of historical RSI values used for K-means clustering.
Number of K-means Iterations: Set the number of iterations performed by the K-means algorithm to refine cluster centers.
Overbought/Neutral/Oversold Levels: You can define initial values for these levels, which will be further optimized through K-means clustering.
Alerts: The indicator can generate alerts for various events, including:
Trend Crossovers: Alerts for when the RSI crosses above/below the neutral zone, signaling potential trend changes.
Overbought/Oversold: Alerts when the RSI reaches the dynamically determined overbought or oversold thresholds.
Reversals: Alerts for potential trend reversals based on RSI crossing above/below the calculated overbought/oversold levels.
RSI Classification: Alerts based on the current RSI classification (ranging, uptrend, downtrend).
🔶 Interpreting Indicator
Adjusted RSI Value: The primary plot represents the adjusted RSI value, calculated based on the relative position of the current RSI compared to dynamically adjusted overbought and oversold levels. This value provides an intuitive measure of the market's momentum. The final overbought, neutral, and oversold levels are determined by K-means clustering and are displayed as horizontal lines. These levels serve as dynamic support and resistance points, indicating potential reversal zones.
Classification Symbols : The "RSI K-Means Clustering " indicator uses specific symbols to classify the current market condition based on the position of the RSI value relative to dynamically determined clusters. These symbols provide a quick visual reference to help traders understand the prevailing market sentiment. Here's a detailed explanation of each classification symbol:
Ranging Classification ("R")
This symbol appears when the RSI value is closest to the neutral threshold compared to the overbought or oversold thresholds. It indicates a ranging market, where the price is moving sideways without a clear trend direction. In this state, neither buyers nor sellers are in control, suggesting a period of consolidation or indecision. This is often seen as a time to wait for a breakout or reversal signal before taking a position.
Up-Trend Classification ("↑")
The up-trend symbol, represented by an upward arrow, is displayed when the RSI value is closer to the overbought threshold than to the neutral or oversold thresholds. This classification suggests that the market is in a bullish phase, with buying pressure outweighing selling pressure. Traders may consider this as a signal to enter or hold long positions, as the price is likely to continue rising until the market reaches an overbought condition.
Down-Trend Classification ("↓")
The down-trend symbol, depicted by a downward arrow, appears when the RSI value is nearest to the oversold threshold. This indicates a bearish market condition, where selling pressure dominates. The market is likely experiencing a downward movement, and traders might view this as an opportunity to enter or hold short positions. This symbol serves as a warning of potential further declines, especially if the RSI continues to move toward the oversold level.
Bullish Reversal ("▲")
This signal occurs when the RSI value crosses above the oversold threshold. It indicates a potential shift from a downtrend to an uptrend, suggesting that the market may start to move higher. Traders might use this signal as an opportunity to enter long positions.
Bearish Reversal ("▼")
This signal appears when the RSI value crosses below the overbought threshold. It suggests a possible transition from an uptrend to a downtrend, indicating that the market may begin to decline. This signal can alert traders to consider entering short positions or taking profits on long positions.
These classification symbols are plotted near the adjusted RSI line, with their positions adjusted based on the standard deviation and a distance multiplier. This placement helps in visualizing the classification's strength and ensuring clarity in the indicator's presentation. By monitoring these symbols, traders can quickly assess the market's state and make more informed trading decisions.
🔶 Disclaimer
Use with Caution: This indicator is provided for educational and informational purposes only and should not be considered as financial advice. Users should exercise caution and perform their own analysis before making trading decisions based on the indicator's signals.
Not Financial Advice: The information provided by this indicator does not constitute financial advice, and the creator (UAlgo) shall not be held responsible for any trading losses incurred as a result of using this indicator.
Backtesting Recommended: Traders are encouraged to backtest the indicator thoroughly on historical data before using it in live trading to assess its performance and suitability for their trading strategies.
Risk Management: Trading involves inherent risks, and users should implement proper risk management strategies, including but not limited to stop-loss orders and position sizing, to mitigate potential losses.
No Guarantees: The accuracy and reliability of the indicator's signals cannot be guaranteed, as they are based on historical price data and past performance may not be indicative of future results.
RSI Analysis with Statistical Summary Scientific Analysis of the Script "RSI Analysis with Statistical Summary"
Introduction
I observed that there are outliers in the price movement liquidity, and I wanted to understand the RSI value at those points and whether there are any notable patterns. I aimed to analyze this statistically, and this script is the result.
Explanation of Key Terms
1. Outliers in Price Movement Liquidity: An outlier is a data point that significantly deviates from other values. In this context, an outlier refers to an unusually high or low liquidity of price movement, which is the ratio of trading volume to the price difference between the open and close prices. These outliers can signal important market changes or unusual trading activities.
2. RSI (Relative Strength Index): The RSI is a technical indicator that measures the speed and change of price movements. It ranges from 0 to 100 and helps identify overbought or oversold conditions of a trading instrument. An RSI value above 70 indicates an overbought condition, while a value below 30 suggests an oversold condition.
3. Mean: The mean is a measure of the average of a dataset. It is calculated by dividing the sum of all values by the number of values. In this script, the mean of the RSI values is calculated to provide a central tendency of the RSI distribution.
4. Standard Deviation (stdev): The standard deviation is a measure of the dispersion or variation of a dataset. It shows how much the values deviate from the mean. A high standard deviation indicates that the values are widely spread, while a low standard deviation indicates that the values are close to the mean.
5. 68% Confidence Interval: A confidence interval indicates the range within which a certain percentage of values of a dataset lies. The 68% confidence interval corresponds to a range of plus/minus one standard deviation around the mean. It indicates that about 68% of the data points lie within this range, providing insight into the distribution of values.
Overview
This Pine Script™, written in Pine version 5, is designed to analyze the Relative Strength Index (RSI) of a stock or other trading instrument and create statistical summaries of the distribution of RSI values. The script identifies outliers in price movement liquidity and uses this information to calculate the frequency of RSI values. At the end, it displays a statistical summary in the form of a table.
Structure and Functionality of the Script
1. Input Parameters
- `rsi_len`: An integer input parameter that defines the length of the RSI (default: 14).
- `outlierThreshold`: An integer input parameter that defines the length of the outlier threshold (default: 10).
2. Calculating Price Movement Liquidity
- `priceMovementLiquidity`: The volume is divided by the absolute difference between the close and open prices to calculate the liquidity of the price movement.
3. Determining the Boundary for Liquidity and Identifying Outliers
- `liquidityBoundary`: The boundary is calculated using the Exponential Moving Average (EMA) of the price movement liquidity and its standard deviation.
- `outlier`: A boolean value that indicates whether the price movement liquidity exceeds the set boundary.
4. Calculating the RSI
- `rsi`: The RSI is calculated with a period length of 14, using various moving averages (e.g., SMA, EMA) depending on the settings.
5. Storing and Limiting RSI Values
- An array `rsiFrequency` stores the frequency of RSI values from 0 to 100.
- The function `f_limit_rsi` limits the RSI values between 0 and 100.
6. Updating RSI Frequency on Outlier Occurrence
- On an outlier occurrence, the limited and rounded RSI value is updated in the `rsiFrequency` array.
7. Statistical Summary
- Various variables (`mostFrequentRsi`, `leastFrequentRsi`, `maxCount`, `minCount`, `sum`, `sumSq`, `count`, `upper_interval`, `lower_interval`) are initialized to perform statistical analysis.
- At the last bar (`bar_index == last_bar_index`), a loop is run to determine the most and least frequent RSI values and their frequencies. Sum and sum of squares of RSI values are also updated for calculating mean and standard deviation.
- The mean (`mean`) and standard deviation (`stddev`) are calculated. Additionally, a 68% confidence interval is determined.
8. Creating a Table for Result Display
- A table `resultsTable` is created and filled with the results of the statistical analysis. The table includes the most and least frequent RSI values, the standard deviation, and the 68% confidence interval.
9. Graphical Representation
- The script draws horizontal lines and fills to indicate overbought and oversold regions of the RSI.
Interpretation of the Results
The script provides a detailed analysis of RSI values based on specific liquidity outliers. By calculating the most and least frequent RSI values, standard deviation, and confidence interval, it offers a comprehensive statistical summary that can help traders identify patterns and anomalies in the RSI. This can be particularly useful for identifying overbought or oversold conditions of a trading instrument and making informed trading decisions.
Critical Evaluation
1. Robustness of Outlier Identification: The method of identifying outliers is solely based on the liquidity of price movement. It would be interesting to examine whether other methods or additional criteria for outlier identification would lead to similar or improved results.
2. Flexibility of RSI Settings: The ability to select various moving averages and period lengths for the RSI enhances the adaptability of the script, allowing users to tailor it to their specific trading strategies.
3. Visualization of Results: While the tabular representation is useful, additional graphical visualizations, such as histograms of RSI distribution, could further facilitate the interpretation of the results.
In conclusion, this script provides a solid foundation for analyzing RSI values by considering liquidity outliers and enables detailed statistical evaluation that can be beneficial for various trading strategies.
RSI / Connectable [Azullian]Enhance your trading approach with the modular RSI indicator, skilled in identifying market extremes. Simplify pattern visualization and signal weighting for more efficient strategy formulation.
This connectable RSI indicator is part of an indicator system designed to help test, visualize and build strategy configurations without coding. Like all connectable indicators , it interacts through the TradingView input source, which serves as a signal connector to link indicators to each other. All connectable indicators send signal weight to the next node in the system until it reaches either a connectable signal monitor, signal filter and/or strategy.
█ UNIFORM SETTINGS AND A WAY OF WORK
Although connectable indicators may have specific weight scoring conditions, they all aim to follow a standardized general approach to weight scoring settings, as outlined below.
■ Connectable indicators - Settings
• 🗲 Energy: Energy applies an ATR multiplier to the plotted shapes on the chart. A higher value plots shapes farther away from the candle, enhancing visibility.
• ☼ Brightness: Brightness determines the opacity of the shape plotted on the chart, aiding visibility. Indicator weight also influences opacity.
• → Input: Use the input setting to specify a data source for the indicator. Here you can connect the indicator to other indicators.
• ⌥ Flow: Determine where you want to receive signals from:
○ Both: Weights from this indicator and the connected indicator will apply
○ Indicator only: Only weights from this indicator will apply
○ Input only: Only weights from the connected indicator will apply
• ⥅ Weight multiplier: Multiply all weights in the entire indicator by a given factor, useful for quickly testing different indicators in a granular setup.
• ⥇ Threshold: Set a threshold to indicate the minimum amount of weight it should receive to pass it through to the next indicator.
• ⥱ Limiter: Set a hard limit to the maximum amount of weight that can be fed through the indicator.
■ Connectable indicators - Weight scoring settings
▢ Weight scoring conditions
• SM – Signal mode: Enable specific conditions for weight scoring
○ All: All signals will be scored.
○ Entries only: Only entries will score.
○ Exits only: Only exits will score.
○ Entries & exits: Both entries and exits will score.
○ Zone: Continuous scoring for each candle within the zone.
• SP – Signal period: Defines a range of candles within which a signal can score.
• SC - Signal count: Specifies the number of bars to retrospectively examine and score.
○ Single: Score for a single occurrence
○ All occurrences: Score for all occurrences
○ Single + Threshold: Score for single occurrences within the signal period (SP)
○ Every + Threshold: Score for all occurrences within the signal period (SP)
▢ Weight scoring direction
• ES: Enter Short weight
• XL: Exit long weight
• EL: Enter Long weight
• XS: Exit Short weight
▢ Weight scoring values
• Weights can hold either positive or negative scores. Positive weights enhance a particular trading direction, while negative weights diminish it.
■ Entries, exits and zone illustrated on a standard RSI indicator when the RSI is overbought.
█ RSI - INDICATOR SETTINGS
■ Main settings
• Enable/Disable Indicator: Toggle the entire indicator on or off.
• S - Source: Choose an alternative data source for the RSI calculation.
• T - Timeframe: Select an alternative timeframe for the RSI calculation.
• LE - Length: Define the number of bars or periods used in the RSI calculation.
• OB - Overbought Level: Determine the RSI value at which overbought conditions are met.
• OS - Oversold Level: Specify the RSI value at which oversold conditions are met.
■ Scoring functionality
• The RSI scores long entries when the RSI enters OS: oversold area
• The RSI scores long exits when the RSI exits OS: oversold area
• The RSI scores long zones the entire time the RSI is in OS: oversold area
• The RSI scores short entries when the RSI enters OB: overbought area
• The RSI scores short exits when the RSI exits OB: overbought area
• The RSI scores short zones the entire time the RSI is in OB: overbought area
█ PLOTTING
• Standard: Symbols (EL, XS, ES, XL) appear relative to candles based on set conditions. Their opacity and position vary with weight.
• Conditional Settings: A larger icon appears if global conditions are met. For instance, with a Threshold(⥇) of 12, Signal Period (SP) of 3, and Scoring Condition (SC) set to "EVERY", an RSI signaling over two times in 3 candles (scoring 6 each) triggers a larger icon.
█ USAGE OF CONNECTABLE INDICATORS
■ Connectable chaining mechanism
Connectable indicators can be connected directly to the signal monitor, signal filter or strategy , or they can be daisy chained to each other while the last indicator in the chain connects to the signal monitor, signal filter or strategy. When using a signal filter you can chain the filter to the strategy input to make your chain complete.
• Direct chaining: Connect an indicator directly to the signal monitor, signal filter or strategy through the provided inputs (→).
• Daisy chaining: Connect indicators using the indicator input (→). The first in a daisy chain should have a flow (⌥) set to 'Indicator only'. Subsequent indicators use 'Both' to pass the previous weight. The final indicator connects to the signal monitor, signal filter, or strategy.
■ Set up this indicator with a signal filter and strategy
The indicator provides visual cues based on signal conditions. However, its weight system is best utilized when paired with a connectable signal filter, signal monitor, or strategy .
Let's connect the RSI to a connectable signal filter and a strategy :
1. Load all relevant indicators
• Load RSI / Connectable
• Load Signal filter / Connectable
• Load Strategy / Connectable
2. Signal Filter: Connect the RSI to the Signal Filter
• Open the signal filter settings
• Choose one of the three input dropdowns (1→, 2→, 3→) and choose : RSI / Connectable: Signal Connector
• Toggle the enable box before the connected input to enable the incoming signal
3. Signal Filter: Update the filter signals settings if needed
• The default settings of the filter enable EL (Enter Long), XL (Exit Long), ES (Enter Short) and XS (Exit Short).
4. Signal Filter: Update the weight threshold settings if needed
• All connectable indicators load by default with a score of 6 for each direction (EL, XL, ES, XS)
• By default, weight threshold (TH) is set at 5. This allows each occurrence to score, as the default score in each connectable indicator is 1 point above the threshold. Adjust to your liking.
5. Strategy: Connect the strategy to the signal filter in the strategy settings
• Select a strategy input → and select the Signal filter: Signal connector
6. Strategy: Enable filter compatible directions
• Set the signal mode of the strategy to a compatible direction with the signal filter.
Now that everything is connected, you'll notice green spikes in the signal filter representing long signals, and red spikes indicating short signals. Trades will also appear on the chart, complemented by a performance overview. Your journey is just beginning: delve into different scoring mechanisms, merge diverse connectable indicators, and craft unique chains. Instantly test your results and discover the potential of your configurations. Dive deep and enjoy the process!
█ BENEFITS
• Adaptable Modular Design: Arrange indicators in diverse structures via direct or daisy chaining, allowing tailored configurations to align with your analysis approach.
• Streamlined Backtesting: Simplify the iterative process of testing and adjusting combinations, facilitating a smoother exploration of potential setups.
• Intuitive Interface: Navigate TradingView with added ease. Integrate desired indicators, adjust settings, and establish alerts without delving into complex code.
• Signal Weight Precision: Leverage granular weight allocation among signals, offering a deeper layer of customization in strategy formulation.
• Advanced Signal Filtering: Define entry and exit conditions with more clarity, granting an added layer of strategy precision.
• Clear Visual Feedback: Distinct visual signals and cues enhance the readability of charts, promoting informed decision-making.
• Standardized Defaults: Indicators are equipped with universally recognized preset settings, ensuring consistency in initial setups across different types like momentum or volatility.
• Reliability: Our indicators are meticulously developed to prevent repainting. We strictly adhere to TradingView's coding conventions, ensuring our code is both performant and clean.
█ COMPATIBLE INDICATORS
Each indicator that incorporates our open-source 'azLibConnector' library and adheres to our conventions can be effortlessly integrated and used as detailed above.
For clarity and recognition within the TradingView platform, we append the suffix ' / Connectable' to every compatible indicator.
█ COMMON MISTAKES, CLARIFICATIONS AND TIPS
• Removing an indicator from a chain: Deleting a linked indicator and confirming the "remove study tree" alert will also remove all underlying indicators in the object tree. Before removing one, disconnect the adjacent indicators and move it to the object stack's bottom.
• Point systems: The azLibConnector provides 500 points for each direction (EL: Enter long, XL: Exit long, ES: Enter short, XS: Exit short) Remember this cap when devising a point structure.
• Flow misconfiguration: In daisy chains the first indicator should always have a flow (⌥) setting of 'indicator only' while other indicator should have a flow (⌥) setting of 'both'.
• Hide attributes: As connectable indicators send through quite some information you'll notice all the arguments are taking up some screenwidth and cause some visual clutter. You can disable arguments in Chart Settings / Status line.
• Layout and abbreviations: To maintain a consistent structure, we use abbreviations for each input. While this may initially seem complex, you'll quickly become familiar with them. Each abbreviation is also explained in the inline tooltips.
• Inputs: Connecting a connectable indicator directly to the strategy delivers the raw signal without a weight threshold, meaning every signal will trigger a trade.
█ A NOTE OF GRATITUDE
Through years of exploring TradingView and Pine Script, we've drawn immense inspiration from the community's knowledge and innovation. Thank you for being a constant source of motivation and insight.
█ RISK DISCLAIMER
Azullian's content, tools, scripts, articles, and educational offerings are presented purely for educational and informational uses. Please be aware that past performance should not be considered a predictor of future results.
RSI Supreme Multi-Method [MyTradingCoder]Introducing the "RSI Supreme Multi-Method" indicator, a powerful tool that combines the Relative Strength Index (RSI) with selectable manipulation methods to identify overbought and oversold conditions in the market, along with the ability to detect divergences for enhanced trading insights.
The indicator features four distinct manipulation methods for the RSI, each providing valuable insights into market conditions:
1. Standard RSI Method: The indicator uses the traditional RSI calculation to identify overbought and oversold areas.
2. Volatility Weighted RSI Method: This method applies a volatility formula to the RSI calculation, allowing for a more responsive indication of market conditions during periods of heightened volatility. Users can adjust the length of the volatility formula to fine-tune this method.
3. Smoothed RSI Method: The smoothed RSI method utilizes a smoothing algorithm to reduce noise in the RSI values, presenting a clearer representation of overbought and oversold conditions. The length of the smoothing can be adjusted to match your trading preferences.
4. Session Weighted RSI Method: With this innovative method, users can specify multipliers for different time sessions throughout the day to manipulate the base RSI. Each session can be customized with start and end times, enabling or disabling specific sessions, and specifying the multiplier for each session. This feature allows traders to adapt the RSI to different market sessions dynamically.
Additionally, the "RSI Supreme Multi-Method" indicator draws divergences on the oscillator, providing an extra layer of analysis for traders. Divergences occur when the direction of the RSI differs from the direction of the price movement, potentially signaling trend reversals.
Key Settings:
RSI Length: Adjust the length of the base RSI before applying any manipulation.
RSI Source: Determine the data source for the base RSI calculation.
Overbought Value: Set the RSI value at which overbought conditions are indicated.
Oversold Value: Set the RSI value at which oversold conditions are indicated.
RSI Type: Choose from four options: Standard, Smoothed, Volatility Manipulated, or Session Manipulated.
Volatility Manipulated Settings: Adjust the length of the volatility formula (applicable to Volatility Manipulated method).
Smoothed Settings: Adjust the length of the smoothing (applicable to Smoothed method).
Session Manipulated Settings: Customize six different time sessions with start and end times, enable or disable specific sessions, and specify multipliers for each session.
Divergence Color: Adjust the color of the drawn divergences to suit your chart's aesthetics.
Divergence Tuning: Fine-tune the sensitivity of the divergence detection for more accurate signals.
The "RSI Supreme Multi-Method" indicator is a versatile and comprehensive tool that can be used to identify overbought and oversold areas, as well as to spot potential trend reversals through divergences. However, like all technical analysis tools, it should be used in conjunction with other indicators and analysis methods to make well-informed trading decisions.
Enhance your trading insights with the "RSI Supreme Multi-Method" indicator and gain an edge in identifying critical market conditions and divergences with precision.
RSI Dot Party - All Lengths From 1 To 120The RSI Dot Party indicator displays all RSI lengths from 1 to 120 as different colored dots on the chart.
🔶 Purpose
Show the reversal point of price action to time entries and exits.
🔶 USAGE
When a dot displays it is a indication of the reversal of the price/trend. The larger the dot the more likely it is to reverse.
The Default settings generates dots for extreme cases where the RSI is over = 90 or under = 10 for every RSI length in the range of 1-120.
Example if the RSI of length 1 or 2 or 3 or 4 or ... or 15 or 16 or 17 or ... or 80 or 81 or 82 or ... if any of does RSI crosses a boundary a dot is shown.
A boundary is the over/under the RSI oscillates in.
Customize the settings until the dots match up with the high and lows of past price action.
🔶 SETTINGS
🔹 Source
Source 1: Is the First Source RSI is calculated from
Source 2: Is the Second Source RSI is calculated from
🔹 Meta Settings
Hours back to draw: To speed up the script calculate it only draws a set number of hours back, default is 300 hours back in time to draw then it cuts off.
Show Dots: Show or disable dots
Show Bar Color: Color the bars for each RSI incident
Filter Cross: Filters and only shows dots when the RSI crosses above or bellow a boundary. If not all candles above or bellow the boundaries will display a dot.
Dots Location Absolute: Instead of showing the dots above or bellow the candle, the dots will show up on the top and bottom of the window.
🔹 7 RSI Groups
There are a total of 7 RSI colors.
Range Very Tiny: Default Color Green
Range Tiny: Default Color Purple
Range Small: Default Color Yellow
Range Normal: Default Color Red
Range Large: Default Color Blue
Range Huge: Default Color Dark Purple
Range Very Huge: Default Color White
🔹 RSI Group Settings
Hi/Low Color: Change the Color of that group.
Start/End: The Start and End range of this RSI color. Example if start = 5 and end = 10 the RSI of 5,6,7,8,9,10 will be displayed on the chart for that color, if any of does RSI goes above or bellow the boundary a dot is displayed on that candle.
Delay: The RSI needs to be above or bellow a boundary for x number of candles before displaying a dot. For example if delay = 2 and the RSI is over = 70 for 2 candles then it will display a dot.
Under/Over: Boundaries that indicate when to draw a dot, if over = 70 and RSI crosses above 70 a dot is displayed.
🔹 Show
Section that allows you to disable RSI grounds you dont want to see, this also removes them from the alert signal generated.
Show Low: Show or disable Low RSI dots
Show High: Show or disable High RSI dots
🔶 ALERTS
Alert for all New RSIs Dots Created in real time
The alert generated depends on what groups are showing or not, if the green group is disabled for example the alert will not be generated.
🔶 Warning
When a dot shows up it can continue moving. For example if a purple dot shows itself above a 15 minute candle, if that candle/price continue to extend up the dot will move up with it.
Dots can also disappear occasionally if the RSI moves in and out of a boundary within that candles life span.
🔶 Community
I hope you guys find this useful, if you have any questions or feature requests leave me a comment! Take care :D
