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Moving Average Convergence / Divergence (MACD)

Data Trader Stoch | RSI | MACD Strategy IndicatorImplementation of Data Trader's strategy, described in the youtube video, "Highly Profitable Stochastic + RSI + MACD Trading Strategy (Proven 100x)" Also see Algovibes' video, "Highly Profitable Stochastic + RSI + MACD Trading Strategy? Testing Data Traders strategy in Python" Note: Despite the claims, it generates barely, if any, signals, certainly in the crypto markets If there are any mistakes, give feedback in the comments, and I'll fix ### Strategy Summary ### # Long Signals # Stoch K and D are oversold RSI above midline MACD above signal line # Short Signals # Stoch K and D are overbought RSI below midline MACD below signal line # Stop loss and Take Profit # Stop loss Longs: below last swing low Shorts: above last swing high Take profit at 1.5x stop loss
Pine Script™ indicator
by CryptoniteClark
2
MacD Short and/or Long with Bi-Directional TP and SL This tool allows you to test any variable value for MacD and Signal for going Long or Short with each market direction having customizable values for stop loss and take profit. For example, sometimes the MacD and Signal values are better with different lengths between Short and Long. You can use this tool to see them overlaid and determine the best settings for going one direction or the other. This script was preset for use with XBTUSD on the 4 hour time frame. Another example with this in mind, is take profits and stop losses might not work in the Long market direction but going Short does! Without this tool that would be hard to see since typically stop loss and take profit is applied to both directions. I found with this tool that a 20% take profit seems to be a good sweet spot for going short with this strategy. You can customize which MacD histogram you see by going to the style section and turning off the Short or Long parameters so you can see only 1 histogram at a time if you wish. If you have any questions, please PM me.
Pine Script™ strategy
by Gentleman-Goat
19
Scalping Trading System bot Crypto and StocksThis is a trend trading strategy scalping bot that can work with any type of market. However I concluded my tests so far with Crypto, Stocks and Forex, and with optimizations always could be found some profitable settings. Indicators SImple Moving Average Exponential Moving Average Keltner Channels MACD Histogram Stochastics Rules for entry long= Close of the candle bigger than both moving averages and close of the candle is between the top and bot levels from Keltner. At the same time the macd histogram is negative and stochastic is below 50. short= Close of the candle smaller than both moving averages and close of the candle is between the top and bot levels from Keltner. At the same time the macd histogram is positive and stochastic is above 50. Rules for exit We exit when we meet an opposite reverse order. This strategy has no risk management inside, so use it with caution !
Pine Script™ strategy
by exlux
20
RSI MACD Same RatioこのインジケータはRSIとMACDを同比率で表示するものです。 なぜ同比率で表示するのでしょうか。 同比率で表示することでRSIとMACDのダイバージェンスを同時に確認することができます。 私には思いつきませんが、他にも使い道はあるかもしれません。 必要と感じた場合はぜひ使ってみてください。 ※同比率で表示するためにRSIとMACDの値を変更しています。 そのため、値はあくまで参考程度にご覧ください。 注目すべきはラインのみです。 使う場合は「adjustment ratio」に適当な値を入れて、RSIの比率とMACDの比率を合わせてください。 それでは良いトレードライフを。 ----- This indicator shows RSI and MACD in equal proportions. Why are they displayed at the same ratio? By displaying at the same ratio, you can check the divergence of RSI and MACD at the same time. I can't think of it, but there may be other uses. If you feel it is necessary, please use it. caution! The RSI and MACD values are changed to display the same ratio. Therefore, please see the values for reference only. Only the line should be noted. When using it, enter an appropriate value in "adjustment ratio" and match the RSI ratio with the MACD ratio. Let's have a good trade life.
Pine Script™ indicator
by dkndkn
Vertex EMA StrategyRecently found an article sharing an EMA strategy written by Vertex. I copied a majority of the Long conditions into code here with some visual aid. Essentially, watch for a the 8 EMA to be greater than the 21 EMA, and all the EMA's to be spread apart. Then get your trigger bar from a retracement from the 8 bar EMA. Stop on the lowest low of the past 5 bars, or on EMA 8 crossunder EMA 21. This is intended to only be used on a 1h chart. This was made for a friend. Disclaimer : Please do your own research before making any decisions financially. I am not your financial advisor.
Pine Script™ indicator
by OztheWoz
MACD With Crossings and Above Below ZeroMACD with MACD Derivative, Crossings Above and Below Zero, Shading for ADX Smoothing and Overlayed RSI Primarily a moving average convergence divergence (MACD) momentum indicator. Also includes a MACD Derivative overlay to show when momentum has peaked. Displays triangle symbols when the MACD line crosses the signal line (larger triangle when MACD crosses above/below zero to indicator stronger momentum trend). Includes shading for average directional index (ADX) to futher determine when the price is trending strongly (red when the ADX value is greater than 25, and idicating a strong trend; otherwise blue). Lastly, has a relative strength index (RSI) momentum indicator overlayed to help evaluate periods of overbought or oversold conditions.
Pine Script™ indicator
by Kgroomes
1
MACD-EDT "EMA DEMA TEMA" [DM]Greetings to all colleagues Today I share a MACD with the EMA , DEMA , TEMA variants. The aim is that they can see how the signals vary from a normal MACD to one with the averages created by Patrick Mulloy (1994) Variables of this MACD: EMA = Exponential Moving Average DEMA = Double Exponential Moving Average TOPIC = Triple Exponential Moving Average He also has in the arsenal: SMA Simple Moving Average WMA Weighted Moving Average Plus...: Volume-weighted variant in all of them Visual options: Points at the crossroads Shadows on the body of the signals All colors are customizable Histogram and shadow are gradients at 15 steps It has switches for: Shadow Histogram Macd and signal Crosses Some minor details remain to be incorporated in the next few days. Pre-cross calculation. Alerts Bar color Enjoy!!! ;-)
Pine Script™ indicator
by dgmoon
1
MACD EMA (by WJ)NOTE: // MACD AND EMA CODE TAKEN FROM DEFAULT INDICATOR // I HAVE ONLY MADE SOME ADJUSTMENTS FOR VISUAL AID // I MADE THIS FOR MY OWN USE BUT HAVE DECIDED TO PUBLISH AND SHARE IN CASE ANYBODY WANTS TO USE IT MACD EMA: Bar colour and background colour Buy signal shows when MACD does crossover below 0 line while above EMA (default 200) Sell signal shows when MACD does crossover above 0 line while below EMA (default 200) Alert notifications included
Pine Script™ indicator
by Tutorial05
MACD PlusMoving Average Convergence Divergence – MACD The MACD is an extremely popular indicator used in technical analysis. It can be used to identify aspects of a security's overall trend. Most notably these aspects are momentum, as well as trend direction and duration. What makes the MACD so informative is that it is actually the combination of two different types of indicators. First, the MACD employs two Moving Averages of varying lengths (which are lagging indicators) to identify trend direction and duration. Then, it takes the difference in values between those two Moving Averages (MACD Line) and an EMA of those Moving Averages (Signal Line) and plots that difference between the two lines as a histogram which oscillates above and below a center Zero Line. The histogram is used as a good indication of a security's momentum. Added Color Plots to Settings Pane. Switched MTF Logic to turn ON/OFF automatically w/ TradingView's Built in Feature. Added Ability to Turn ON/OFF Show MacD & Signal Line. Added Ability to Turn ON/OFF Show Histogram. Added Ability to Change MACD Line Colors Based on Trend. Added Ability to Highlight Price Bars Based on Trend. Added Alerts to Settings Pane. Customized Alerts to Show Symbol, TimeFrame, Closing Price, MACD Crosses Up & MACD Crosses Down Signals in Alert. Alerts are Pre-Set to only Alert on Bar Close. Added ability to show Dots when MACD Crosses. Added Ability to Change Plot Widths in Settings Pane. Added in Alert Feature where Cross Up if above 0 or cross down if below 0 (OFF By Default). Squeeze Pro Traditionally, John Carter's version uses 20 period SMAs as the basis lines on both the BB and the KC. In this version, I've given the freedom to change this and try out different types of moving averages. The original squeeze indicator had only one Squeeze setting, though this new one has three. The gray dot Squeeze, call it a "low squeeze" or an "early squeeze" - this is the easiest Squeeze to form based on its settings. The orange dot Squeeze is the original from the first Squeeze indicator. And finally, the yellow dot squeeze, call it a "high squeeze" or "power squeeze" - is the most difficult to form and suggests price is under extreme levels of compression. Colored Directional Movement Index (CDMI) , a custom interpretation of J. Welles Wilder’s Directional Movement Index (DMI), where : DMI is a collection of three separate indicators ( ADX , +DI , -DI ) combined into one and measures the trend’s strength as well as its direction CDMI is a custom interpretation of DMI which presents ( ADX , +DI , -DI ) with a color scale - representing the trend’s strength, color density - representing momentum/slope of the trend’s strength, and triangle up/down shapes - representing the trend’s direction. CDMI provides all the information in a single line with colored triangle shapes plotted on the bottom. DMI can provide quality information and even trading signals but it is not an easy indicator to master, whereus CDMI simplifies its usage. The CDMI adds additional insight of verifying/confirming the trend as well as its strength Label : Displaying the trend strength and direction Displaying adx and di+/di- values Displaying adx's momentum (growing or falling) Where tooltip label describes "howto read colored dmi line" Ability to display historical values of DMI readings displayed in the label. Added "Expert Trend Locator - XTL" The XTL was developed by Tom Joseph (in his book Applying Technical Analysis ) to identify major trends, similar to Elliott Wave 3 type swings. Blue bars are bullish and indicate a potential upwards impulse. Red bars are bearish and indicate a potential downwards impulse. White bars indicate no trend is detected at the moment. Added "Williams Vix Fix" signal. The Vix is one of the most reliable indicators in history for finding market bottoms. The Williams Vix Fix is simply a code from Larry Williams creating almost identical results for creating the same ability the Vix has to all assets. The VIX has always been much better at signaling bottoms than tops. Simple reason is when market falls retail traders panic and increase volatility , and professionals come in and capitalize on the situation. At market tops there is no one panicking... just liquidity drying up. The FE green triangles are "Filtered Entries" The AE green triangles are "Aggressive Filtered Entries"
Pine Script™ indicator
by OskarGallard
41
Pythagorean Moving Averages (and more)When you think of the question "take the mean of this dataset", you'd normally think of using the arithmetic mean because usually the norm is equal to 1; however, there are an infinite number of other types of means depending on the function norm (p). Pythagoras' is credited for the main types of means: his harmonic mean, his geometric mean, and his arithmetic mean: Harmonic Average (p = -1): - Take the reciprocal of all the numbers in the dataset, add them all together, divide by the amount of numbers added together, then take the reciprocal of the final answer. Geometric Average (p = 0): - Multiply all the numbers in the dataset, then take the nth root where n is equal to the amount of number you multiplied together. Arithmetic Mean (p = 1): - Add all the numbers in the dataset, then divide by the amount of numbers you added by. A couple other means included in this script were the quadratic mean (p = 2) and the cubic mean (p = 3). Quadratic Mean (p = 2): - Square every number in the dataset, then divide by the amount of numbers your added by, then take the square root. Cubic Mean (p = 3): - Cube every number in the dataset, then divide by the amount of numbers you added by, then take the cube root. There are an infinite number of means for every scenario of p, but they begin to follow a pattern after p = 3. Read more: www.cs.uni.edu en.wikipedia.org en.wikipedia.org Note : I added the functions for the quadratic mean and cubic mean, but since market charts don't have those types of graphs, the functions don't usually work. It's the same reason why sometimes you'll see the harmonic average not working. Disclaimer : This is not financial or mathematical advice, please look for someone certified before making any decisions.
Pine Script™ indicator
by OztheWoz
4
MACD AdvancedHello traders! As you know, MACD is one of the oldest and the most popular indicators for trading. It seems to be a «Hello world indicator» of most technical analysis beginners. It’s easy to interpret and rather useful for many styles of trading. There are many arguments about its accuracy but in my opinion, this indicator can show very good results. However, you should squeeze every drop of its opportunities and we'll help you with it. We invented this script to make the lives of both professionals and freshmen easier. Our new indicator uses all the opportunities that MACD gives. It takes into consideration divergencies, crossovers, the MACD, and signal line location. It seems to be rather difficult to take into consideration all MACD signals when you don’t use algorithmic trading, but it’ll be trivial using our script. We have integrated some innovations that’ll make traders’ staff easier. As you know, the crossover is considered to be a false signal in conjunction with hidden divergence which predicts another movement. Thus, we catch all types of divergencies and if it’s hidden of another «value» we skip it. However, if there's a crossover with bullish divergence or cross under with bearish, the signal seems to be strong and accurate. In this case, divergence is playing for us and makes the point of entrance more trustable. Our script takes into consideration this case and the innovative divergence chaser doesn’t give any mistakes. Moreover, if crossover takes place above zero line and crosses under bellow it, these signals are considered to be false too. It’s a trivial task comparing with the previous, thus it’s extremely simple for our script. We called it MACD Advanced cause it uses all the power of MACD with the power of invasive divergence chasers. The usage of it is trivial. Just add it to the chart, tune the parameters like MACD and tune the divergence chaser and get very accurate signals. We decided not to draw the bars to make signals more visible. It seems to be very nice! I hope guys you'll enjoy it and it'll become a part of your trading staff.
Pine Script™ indicator
by Skyrexio
MACD Linear Regression by zdmreBoth the Moving Average Convergence Divergence (MACD) and the Linear Regression (LR) rank among the most popular momentum indicators used in trading. When used in combination with other technical indicators, both MACD and LR can offer value in validating trade opportunities to optimize your risk management practices. While they represent a similar approach to evaluating trades, the functions of both MACD and LR are distinct, which makes them useful indicators to combine in trade evaluation. Here’s a look at how to use MACD and LR as part of your trade analysis. ***Use it at your own risk If you have new ideas to improve this indicator then let me know please. Keep Learning, Keep Earning
Pine Script™ indicator
by zdmre
4
Momentum-based ZigZag (incl. QQE) NON-REPAINTINGI spent a lot of time searching for the best ZigZag indicator. Difficulty with all of them is that they are always betting on some pre-defined rules which identify or confirm pivot points. Usually it is time factor - pivot point gets confirmed after a particular number of candles. This methodology is probably the best when market is moving relatively slow, but when price starts chopping up and down, there is no way the ZigZag follows accurately. On the other hand if you set it too tight (for example pivot confirmation after only 2 or even 1 candle), you will get hundreds of zigzag lines and they will tell you nothing. My point of view is to follow the market. If it has reversed, then it has reversed, and there is no need to wait pre-defined number of candles for the confirmation. Such reversals will always be visible on momentum indicators, such as the most popular MACD. But a single-line moving average can be also good enough to notice reversals. Or my favourite one - QQE, which I borrowed (and improved) from JustUncleL, who borrowed it from Glaz, who borrowed it from... I don't even know where Quantitative Qualitative Estimation originates from. Thanks to all these guys for their input and code. So whichever momentum indicator you choose - yes, there is a pick-your-poison-type selector as in in-famous Moving Average indicators - once it reverses, a highest (or lowest) point from the impulse is caught and ZigZag gets printed. One thing I need to emphasize. This indicator DOES NOT REPAINT. It might look like the lines are a bit delayed, especially when compared to all the other ZigZag indicators on TradingView, but they are actually TRUE. There is a value in this - my indicator prints pivot points and Zigzag exactly on the moment they have been noticed, not earlier faking to be faster than they could be. As a bonus, the indicator marks which impulse had strength in it. It is very nice to see a progressing impulse, but without force - a very likely that reversal on a bigger move is happening. I'm about to publish some more scripts based on this ZigZag algo, so follow me on TradingView to get notified. Enjoy!
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Pine Script™ indicator
by Peter_O
119
Full Crypto Swing Strategy ALMA Cross with MACDThis is a full crypto swing strategy designed. From my testing it looks like it perform the best on timeframes 4h +. The below example has been adapted to BNB/USDT, using the entire period since 2017 until present day, with a comission of 0.03% ( which is the comission for the futures on binance). Its components are : ALMA Fast ALMA Slow MACD Histogram Rules for entry For long, we have a crossover of the fast alma with the slow one and the histogram is ascending. For short, we have a crossunder of the fast alma with the slow one and the histogram is descending. Rules for exit We exit based on a risk management system for TP and SL, or when we receive an opposite condition than the initial one. Regarding risk management 0.05 = 5% movement 2 = 200% movement 0.001 = 0.1% movement If you have any questions, let me know !
Pine Script™ strategy
by exlux
10
MACD PRO by LDZ1LANDZZ1 MACD Pro was developed to show the first signs of reversal, direction, and also trend strength. Unlike normal MACD, this indicator has 3 lines as information. A white line (short EMA), a purple line (sign), and a yellow line (long EMA). The Purple Line "Signal" is a 17-period Exponential Moving Average. The White Line "Short EMA" is a 34-period Exponential Moving Average. The Yellow Line "Long EMA" is a 72-Period Exponential Moving Average. When the background color turns green it indicates that we are above 0 (positive trend) and above the Signal line (positive trend) When the background color turns Yellow it indicates that we are above 0 (positive trend) but below the Signal line (Indicating Attention to a possible trend reversal or price correction) When the background color turns Red it indicates that we are below 0 (negative trend) and below the Signal line (negative trend) When the background color turns Orange it indicates that we are below 0 (negative trend) and above the signal line (Indicating attention to a possible trend reversal or price correction) The Yellow line is like a watershed, when the White Line "Short EMA" crosses above or below it, it indicates that a stronger price movement may occur. Tip: Only enter Long Positions when the background color turns green and the Short EMA (White line) is above the yellow line and/or the white dotted horizontal line. Only enter Short Positions when the background color turns red and the Long EMA (Yellow line) is below the white dotted horizontal line. Note the difference of MACD Pro by LANDZZ1 as the traditional MACD. ---------------------------------------------------------- Description in Portuguese-BR MACD Pro by LANDZZ1 foi desenvolvido para mostrar os primeiros sinais de reversão, direção e também força da tendência. Diferente do MACD normal, este indicador tem como informação 3 linhas. Uma linha branca (short EMA), uma linha roxa(signal) e uma linha amarela (long EMA). A Linha Roxa "Signal" é uma Média Móvel Exponencial de 17 períodos. A Linha branca "Short EMA" é uma Média Móvel Exponencial de 34 períodos. A Linha Amarela "Long EMA" é uma Média Móvel Exponencial de 72 Períodos. Quando a cor de fundo ficar verde indica que estamos acima de 0 (tendência positiva) e acima da linha de Sinal (tendência positiva) Quando a cor de fundo ficar Amarelo indica que estamos acima de 0 (tendência positiva) porém abaixo da linha de Sinal (Indicando Atenção a uma possível reversão de tendência ou correção de preço) Quando a cor de fundo ficar vermelho indica que estamos abaixo de 0 (tendência negativa) e abaixo da linha de Sinal (tendência negativa) Quando a cor de fundo ficar laranja indica que estamos abaixo de 0 (tendência negativa) e acima da linha de sinal (Indicando atenção a uma possível reversão de tendência ou correção do preço) A linha amarela é como um divisor de águas, quando a linha branca (Short EMA) cruza para cima ou para baixo dela, indica que um movimento mais forte forte de preço poderá ocorrer. Dica: Apenas entre em Long Positions quando a cor de fundo ficar verde e se a Short EMA (linha Branca) estiver acima da linha amarela e/ou da linha horizontal pontilhada branca. Apenas entre em Short Positions quando a cor de fundo ficar Vermelha e se a Long EMA (linha Amarela) estiver abaixo da linha horizontal pontilhada branca. Repare a diferença do MACD Pro by LANDZZ1 como o MACD tradicional.
Pine Script™ indicator
by landzz1
4
Wolfpack Id with DivergenceThis indicator simply identifies if the markets are in an up or down trend. You should always use it in combination with other indicators, just as Wavetrends. This indicator is mostly known because of Market Cipher. The script that was published under the name Wolfpack Id is for some reason closed source, but as it turns out there is of course no secret sauce involved, the original indicator goes way back and the thing that was then called Wolfpack Indicator is simply a MACD Signal Line with 3,8 settings. I added a simple divergence hunter for some extra Informations that might help, brought it up to contemporary pinescript standards, added Alerts and made the whole script open source, as it should be and as the original script also once was. Have fun!
Pine Script™ indicator
by AdonisWerther
8
MACD Divergence H/RHere's a fun script we been working on, let us know what you add! Short-Forms Used histogram(hist)--> value of macd Histogram Low-Price--------> Candle's Low Price High-Price-------> Candle's High Price --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Regular_bulls =====> Lowest(red hist) in Previous red hists is > Lowest(red hist) in Current red hists and Lowest(Low-price) in Previous red hists is < Lowest(Low-price) in Current red hists and Lowest(red hist) in Previous red hists is < -Histograms Minimum Value Required and Lowest(red hist) in Current red hists is < -Histograms Minimum Value Required --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hidden_bulls =====> Lowest(red hist) in Previous red hists is < Lowest(red hist) in Current red hists and Lowest(Low-price) in Previous red hists is > Lowest(Low-price) in Current red hists and Lowest(red hist) in Previous red hists is < -Histograms Minimum Value Required and Lowest(red hist) in Current red hists is < -Histograms Minimum Value Required ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Regular_Bears =====> Highest(Green hist) in Previous Green hists is < Highest(Green hist) in Current Green hists and Highest(High-price) in Previous Green hists is > Highest(High-price) in Current Green hists and Highest(Green hist) in Previous Green hists is > Histograms Minimum Value Required and Highest(Green hist) in Current Green hists is > Histograms Minimum Value Required -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- -Hidden_Bears =====> Highest(Green hist) in Previous Green hists is > Highest(Green hist) in Current Green hists and Highest(High-price) in Previous Green hists is < Highest(High-price) in Current Green hists and Highest(Green hist) in Previous Green hists is > Histograms Minimum Value Required and Highest(Green hist) in Current Green hists is > Histograms Minimum Value Required Please drop a like and comment :) -Angel Algo
Pine Script™ indicator
by AngelAlgo
1
MACD-RSI With @LuckyNickVAMACD & RSi Confluence. Great for those who are looking for RSI & macd signals. Highlights volatility & structure points for entering & exiting the market. You have to understand market volatility to understand this concept. So please research more on those subjects before using. But The RSI is the relative strength index it helps you understand the increase in interest in price great for trend trading along with the momentum based indicator. Macd Developed by Gerald Appel, the Moving Average Convergence-Divergence, or MACD, is an oscillator that measures price momentum. The indicator also measures the strength, direction and duration of a trend. Forex traders can use the MACD to confirm an entry price or exit point.
Pine Script™ indicator
by Nickafella
3
Crypto Scalper Divergence Macd Psar Ema 200This is a very efficient crypto scalper adapted to very short timeframes, however it can be optimized for other timeframes and assests as well. Its components are MACD P SAR EMA 200 Risk management Rules for entry: For short : we have an uptrend on PSAR , histogram is positive (divergence MACD) and close of a candle is below EMA 200 For long : we dont have an uptrend on PSAR, histogram is negative(divergence MACD) and close of a candle is above EMA 200 Rules for exit: We exit when we either find a reverse condition than the entry one, or based on stop loss/take profit that are calculated on % movements of the price. If you have any questions, let me know !
Pine Script™ strategy
by exlux
25