SMOOTHED RSI SWITCHThis more complex take on the traditional RSI provides clearer entry and exit points and looks beyond just overbought/oversold levels, altogether creating a more robust trading strategy.
The RSI is smoothed by the Hull MA with adjustable periods.
Although a variety of strategies can be developed using this indicator. I intended its most profitable use be as follows:
Entries are to be taken when the oscillator flips from red to clear and/or directly from red to green. Sell/short positions are to be take when the oscillator flips from green to clear and/or directly from green to red.
M-oscillator
Highs/Lows difference [OrganicPunch]Highs/Lows difference indicator
To visually evaluate the difference between highs and lows of a price range.
This handsome indicator shows:
difference between highs of 2 candles by displaying it in green histogram
difference between lows of 2 candles by displaying it in red histogram
difference between both highs and lows by displaying a circle at the level of the difference
To read the numerical value, point at the circle of the relevant bar you are interested in, and see the scale.
Indicator is useful in creating strategies where you want to filter out consolidations/ranges (or to locate them), e.g. "Open trade when H/L difference is larger than 200", or "Look for candles with H/L difference lesser than 50".
The exact value of needed H/L difference can be found using this indicator.
Williams %R - SmoothedFrom TradingView's description:
Williams %R (%R) is a momentum-based oscillator used in technical analysis, primarily to identify overbought and oversold conditions. The %R is based on a comparison between the current close and the highest high for a user defined look back period. %R Oscillates between 0 and -100 (note the negative values) with readings closer to zero indicating more overbought conditions and readings closer to -100 indicating oversold. Typically %R can generate set ups based on overbought and oversold conditions as well overall changes in momentum.
What's special?
This indicator adds two additional EMA lines to the original Williams %R indicator. Default EMA lengths are 5 and 13. The result is 2 smoother average lines, which are easier to read.
This indicator includes:
- signals for EMA crosses. EMA crosses can help indicate confirmed trend changes. Default colors are green and red
- signals for trend reversals on the faster EMA line. Default colors are blue and orange
Alerts available for bullish/bearish crossovers and reversals.
Enjoy~~!
wolfpack by multigrainContext
WolfPack was originally published by @darrellfischer1. The indicator was then made popular as a useful companion to the famous Market Cipher (and other similar) oscillators.
Improvements
Inspired by the Bjorgum TSI I have gone ahead and applied a Exponential Moving Average to the original WolfPack plot. The color changes assist in anticipating trend reversals and curls.
Credits
@bjorgum for the coloring and interpretation ideas
@darrellfischer1 for WolfPack
COG SSMACD COL combo with ADX Filter [orion35]This indicator consists of a combination of indicators produced by the most valuable developers in the market.
These are: Center of Gravity (COG) and Super Smoothed MACD (SSMACD) shared by @KivancOzbilgic and Center of Linearity (COL) shared by @alexgrover
I produced this indicator by writing new conditions that compare the signals given by these indicators with each other. I re-coded the change in the thickness of the cloud from the COL indicator as the middle horizontal line with varying color intensity and type. I have provided options for switching between these three indicators when desired.
Note: The strongest signals in the indicator are the blue colored triangles. Moderately strong ones are yellow signals. White colored signals are considered as the weakest signals.
Some minor fixes:
Some confusing words were thrown in the alarms section,
Added new alarm codes for any Triple or Double signals.
Major changes have been made with this update.
It is very important to know the direction and strength of the trend in financial markets. Therefore, ADX (Average Directional movement index) was developed by J. Welles Wilder in 1978 as an indicator of the trend strength in the prices of a financial instrument.
Especially in sideways markets, most indicators produce many false signals. However, these signals can be filtered with the ADX indicator. The price is considered sideways when the ADX is less than 20 as the threshold value.
With this update,
ADX filter can be activated when desired, and signals can be filtered flexibly according to the "threshold" value determined by the user. When the ADX filter is active, it will also reflect on the alarm conditions. Therefore, if an alarm is to be set according to the ADX filter, the filter must be activated first.
The colors of the lines and signals have been made changeable.
The visual level and thickness of the COL line has been made adjustable.
With this update, signals can be filtered according to the MavilimW indicator developed by @KivancOzbilgic
Filter Methods:
Normal: If the price is below the BlueW line, "bull" signals are filtered out, and above "bear" signals are filtered out.
Reverse : Applies the opposite of the normal method.
Fixed some visual bugs in switching between indicators.
HULL MACDThis MACD modification uses a fast HULL MA instead of the regular one. Also includes 2 horizontal lines. When using it on a daily timeframe the lower borders should be used for guidance to know when the market has gone too far away from the average price and thus a reversal might happen.
On smaller timeframes the dotted lines can be used for this purpose.
ATR stoploss bands ATR止损通道线计算方式为开盘价,方便一开始就知道这根k线的止损位置。
用21和1.618作为参数,在btc上经常能看见刚好差一点打破到这个止损,不知是否是我的错觉。
使用方法:
出现信号后,将止损设置在当前k线止损点处,也可以用前一根的止损点,或前几根k线之内的最高价K线的ATR来止损。
RSI MTF Ob+OsHello Traders,
This indicator use the same concept as my previous indicator "CCI MTF Ob+Os".
It is a simple "Relative Strength Index" ( RSI ) indicator with multi-timeframe (MTF) overbought and oversold level.
It can detect overbought and oversold level up to 5 timeframes, which help traders spot potential reversal point more easily.
There are options to select 1-5 timeframes to detect overbought and oversold.
Aqua Background is "Oversold" , looking for "Long".
Orange Background is "Overbought" , looking for "Short".
Have fun :)
S2BU2 Volume Oscillator (Improved)Fair Use:
Please do not take my work and sell it under your own name. This was created to benefit everyone - not one person. Feel free however to use it as part of whatever work you wish to sell (of course i would applaud also giving ideas away for free - your choice though ;)
What it is:
The Basis for this Indicator was the original Volume Oscillator. I added Averages for Highs and Lows to make it easier to see relatively over- or undersupplied zones.
I also modified the oscillator to use a fast and a slow moving average à la MACD on itself to get a cleaner and earlier signal for when to expect a big move.
How it works:
A falling MA-line - especially if beneath the Signal-line indicates weakening Strength. Movements made during this time will barely move the needle.
A rising MA-line - especially if above the Signal-line, indicates increasing strength. Movements made during this time will be relatively considerable.
Crossovers above the average High/ below the average Low are especially relevant.
How to use:
Note this is only a recommendation and not advice. Feel free to experiment and adjust the indicator to fit your tradingstyle. This is only my personal setup. Feel free to share your findings.
Best used in combination with another Indicator that gives impulse direction, like for example my Stochastic Momentum Convergence Divergence (). You may also use any other indicator that works for you for this purpose - i am biased towards my own work though :D
What you want to see is a fresh direction-signal followed by a rising MA-line in the Volume Oscillator. For confirmation you can wait until the Volume Oscillator also has a crossover(up only, do not use the crossdown!) between MA- and Signal-line. Best results should be achieved if the MA-line was well below the averageLow-line. Trenddirection may change even while the Volume continuously goes up. Volume is direction agnostic. Always keep an eye on your direction indicator as changes can and will occur. These will be equally as violent and often longer lived than the previous direction you caught - you will lose a lot more than you gain if you do not keep track of that! This Indicator will help you to identify when not to waste your time on a trade, it will not be a magic pill that you can use to set and forget.
[blackcat] L1 RSMKLevel 1
Background
This is a modified version of indicator from Markos Katsanos’ article in the March issue, “Using Relative Strength To Outperform The Market”.
Function
In “Using Relative Strength To Outperform The Market” in this issue, author Markos Katsanos presents a trading system based on a new relative strength indicator he calls RSMK. The indicator improves on the traditional relative strength indicator by separating periods of strong or weak relative strength.
I found it helpful for divergence identification.
Remarks
This is a Level 1 free and open source indicator.
Feedbacks are appreciated.
CCI MTF Ob+OsHello Traders,
This is a simple Commodity Channel Index (CCI) indicator with multi-timeframe (MTF) overbought and oversold level.
It can detect overbought and oversold level up to 5 timeframes, which help traders spot potential reversal point more easily.
There are options to select 1-5 timeframes to detect overbought and oversold.
Green Background is "Oversold" , looking for "Long".
Red Background is "Overbought" , looking for "Short".
Have fun :)
HLC True Strength Indicator (with Vix)HLC True Strength Indicator Volume Weighted with Vix Line by SpreadEagle71
This indicator is a True Strength Indicator with Close, High and Low used together, along with the TSI of the Vix.
The white line is the close. The red line is the lows and the blue is the highs. These are also volume-weighted.
How to Interpret:
1. zero line crosses. If SPY/SPX500 crosses the zero line, then its bullish. If the purple Vix line crosses up, watch out because this is bearish.
2. white/blue/red lines cross purple (Vix). If they cross upwards, this is bullish. If downward, this is bearish. Basically, SPX, ES1!, SPY or even DIA can be used. The security and the Vix should travel in opposite directions and cross the zero-line at the same time. But this is not always the case.
3. Black area infills. These are used between the close and the highs (blue) and the lows(red). Close should not be between these in order to have momentum.
4. Close (white line) leads. Close is the last price so it tends to show where the others (highs and lows) are going. If the close is sagging below a high where the blue lines are on top, this could mean that there is a reversal coming. Same holds true for a white line above a "valley" formed by the blue and red lines; it could mean a reversal to the upside soon.
5. The Black Infill areas as a squeeze or contraction/expansion area. The thinner the black infill areas, the more of a momentum "squeeze" could be present. Wide black infill areas mean increased volatility and what may come next is a reversion to the mean for volatility. See TTM Squeeze Indicator or the Squeeze Momentum Indicator (kudos LazyBear).
Lastly, just remember indicators indicate; they are not magic. :)
SpreadEagle71
Rotation Factor: Buy/Sell Pressure for Market/Volume ProfileRotation Factor is a simple formula to figure out the buy and sell pressure of the overall day. Rotation Factor is usually combined with Market Profile or Volume Profile analysis. It is designed to be used on the 30min timeframe with a 1D interval reset. It can be used on other timeframes, but results will vary. Some Rotation Factor traders like to use it on a daily with a 1M interval reset for longer term trading.
The formula is very clean because it only focuses on price action, highs and lows. The formula is as follows:
Current Bar makes Higher High and Higher Low +2 points
Current Bar makes Lower High and Lower Low -2 Points
Current Bar makes Higher High and Lower Low 0 Points
Current Bar makes Lower High and Higher Low 0 Points
Current High and Previous High are Equal and Higher Low +1 Points
Current Bar makes Higher High but Current and Previous lows are equal +1 Points
Current Bar makes Lower High but Current and Previous lows are equal -1 Points
Current High and Previous High are Equal and Lower Low -1 Points
I hope you enjoy this indicator, if you have any questions let me know in the comments.
ProRSIProRSI is another in indicator to add to the Pro Indicator suite by DynaProTrading. This algo is made up of a few key components referenced below.
RSI: The primary function of the algo is to plot the candles of the ticker of choice on an oscillator pane to show how price compared to the various key levels. As you can see the red and blue arrows indicator oversold and overbought levels in conjunction with price.
Divergences: In addition to the RSI alerts, there is also a divergence functions where price could be making a higher high but the RSI indicator is making a lower high which is indicating a divergence in price. This is displayed by the lines in the lower window pane from one peak to another.
Trend Lines: Trend lines exist in all technical analysis but in this indicator, it shows the trend lines of the candles in the RSI pane which can help find support and resistance just like with normal price action.
Regression Model: The last key component of the indicator is a regression model which acts as a trend channel for more recent price action.
VarianceVariance is a measure of dispersion, simply put, it is measuring how distant data is from it's mean(average). This indicator allows you to see when variance is increasing or decreasing, as well as when it is at an extreme value. Thru this, you can get a more accurate description of risk. When variance is increasing/high, you know to expect larger moves, as data(price) is far and getting farther from the mean. and when it is low/decreasing, you know that price movement is more likely to be less volatile due to data clustering closer to the mean, ie ; smaller values.
Variance is not a signal generating indicator in and of itself, but is more a tool to help tell you WHEN to trade. Use in conjunction with signal generating indicators such as Z-score to find entries.
For example, trading z score extremes when variance is increasing.
Variance works well alongside measurements of historical volatility to get a more accurate measurement of market risk/ volatility .
CCI+AO TRCCI indicates over sold and over bought
ao indicates trend
combination of ths two we get good result
Smarter MACD BandThe Smarter MACD displayed as a band instead of an oscillator. A classic MACD with average peak and dip lines. The lighter green and red horizontal lines are the average peak and dip of the entire span, respectively. The second, bolder of the two lines are the averages of the peaks and dips above and below the overall peak and dip averages. The filled in color is to help visualize these averages and possible trade setups.
Smarter MACDA classic MACD with average peak and dip lines. The lighter green and red horizontal lines are the average peak and dip of the entire span, respectively. The second, bolder of the two lines are the averages of the peaks and dips above and below the overall peak and dip averages. The filled in color is to help visualize these averages and possible trade setups. Rework of the MACD + Averages script.
Fractal DimensionFractal dimension, as described by BCA-research. When the function reaches the lower boundary, the fractal dimension collapses. This indicates that the market participants, on different time frames, now are all betting on the same direction. The market is now overextended. However, the boundary value is arbitrary and can be modified.
KINSKI USDT Market Cap DominanceUSDT dominance charts are rare to find as almost everyone is fixated on BTC dominance. Bitcoin dominance gives us insight into investors' preferences when they have a choice between BTC and thousands of altcoins.
This oscillator gives insight into the state of the coin market. When people exchange their digital currencies like BTC and Altcoins for USDT, there is low confidence in the market. The opposite is true when BTC and Altcoins are bought because market sentiment is high.
So when USDT dominance rises, cryptocurrency prices fall, but when their dominance falls, cryptocurrency prices rise.
Features
Can be displayed as a moving average (default) or histogram.
Choice between 'CRYPTOCAP:USDT', 'CRYPTOCAP:USDT.D', 'CRYPTOCAP:OTHERS.D' => CRYPTOCAP:USDT.D is default.
Smoothing types Selectable
Upward and downward trend of MA line can be activated
Extensive style settings
Momentum Percentage %A Percentage Momentum Indicator (oscillator) is a technical indicator which shows the trend direction and measures the pace of the price fluctuation by comparing current and past values. Normalized to be bounded to oscillate between 0 and 100 percent of recent price variation. As is, it average true range of an instrument can be easily compared to any other because of absolute percentage variation and not prices itselves.
The benefits of Percentage Momentum
It indicates volatility
It ideal to compare fluctuation and volatility between other assets
In assets that changes btw a large range of prices like crypto it's the best way to work with momentum.
It's the right way to work with algotrading.
Relative slopeRelative slope metric
Description:
I was in need to create a simple, naive and elegant metric that was able to tell how strong is the trend in a given rolling window. While abstaining from using more complicated and arguably more precise approaches, I’ve decided to use Linearly Weighted Linear Regression slope for this goal. Outright values are useful, but the problem was that I wasn’t able to use it in comparative analysis, i.e between different assets & different resolutions & different window sizes, because obviously the outputs are scale-variant.
Here is the asset-agnostic, resolution-agnostic and window size agnostic version of the metric.
I made it asset agnostic & resolution agnostic by including spread information to the formula. In our case it's weighted stdev over differenced data (otherwise we contaminate the spread with the trend info). And I made it window size agnostic by adding a non-linear relation of length to the output, so finally it will be aprox in (-1, 1) interval, by taking square root of length, nothing fancy. All these / 2 and * 2 in unexpected places all around the formula help us to return the data to it’s natural scale while keeping the transformations in place.
Peace TV
Esqvair's Neural Reversal Probability IndicatorIntroduction
Esqvair's Neural Reversal Probability Indicator is the indicator that shows probability of reversal.
Warning: This script should only be used on 1 minute chart.
How to use
When a signal appears (by default it is a green bar), a reversal should be expected.
The signal appears when the indicator value >= Threshold.
If you want more signals, you must lower the threshold, if less, you must increase the threshold.
For some assets, like Forex pairs, you have to optimize the threshold yourself, but for most stocks, the default threshold works well.
How well a threshold fits an asset depends on the volatility of the asset.
For most assets, the indicator ranges from 35 to 75.
Settings
Smoothing - The default is 1, which means no smoothing. Indicator smoothing by SMA.
Threshold - default 71.0 is responsible for the occurrence of signals, read "How to use" part to learn more
The Indicator
This indicator is a pre-trained neural network that was trained outside of TradingView and then its structure and weights values were converted to PineScript.
Warning: A neural network is a black box in the sense that although it can approximate any function, studying its structure will not give you any idea about the structure of the function being approximated.
Possible questions
Why does the indicator value most time range from 35 to 75 when the probability should ranges from 0 to 100?
-Due to some randomness in the markets, a neural network can never be 100% sure.
What data was used to train the neural network?
-This was BTCUSD 1 minute chart data from 02/05/2020 to 02/05/2022.
Where did you train the neural network and convert it to PineScript?
-I used a programming language that I know.