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888 BOT #alerts█ 888 BOT #alerts (open source) This is an Expert Advisor 'EA' or Automated trading script for ‘longs’ and ‘shorts’, which uses only a Take Profit or, in the worst case, a Stop Loss to close the trade. It's a much improved version of the previous ‘Repanocha’. It doesn`t use 'Trailing Stop' or 'security ()' functions (although using a security function doesn`t mean that the script repaints) and all signals are confirmed, therefore the script doesn`t repaint in alert mode and is accurate in backtest mode. Apart from the previous indicators, some more and other functions have been added for Stop-Loss, re-entry and leverage. It uses 8 indicators, (many of you already know what they are, but in case there is someone new), these are the following: 1. Jurik Moving Average It's a moving average created by Mark Jurik for professionals which eliminates the 'lag' or delay of the signal. It's better than other moving averages like EMA , DEMA , AMA or T3. There are two ways to decrease noise using JMA . Increasing the 'LENGTH' parameter will cause JMA to move more slowly and therefore reduce noise at the expense of adding 'lag' The 'JMA LENGTH', 'PHASE' and 'POWER' parameters offer a way to select the optimal balance between 'lag' and over boost. Green: Bullish , Red: Bearish . 2. Range filter Created by Donovan Wall, its function is to filter or eliminate noise and to better determine the price trend in the short term. First, a uniform average price range 'SAMPLING PERIOD' is calculated for the filter base and multiplied by a specific quantity 'RANGE MULTIPLIER'. The filter is then calculated by adjusting price movements that do not exceed the specified range. Finally, the target ranges are plotted to show the prices that will trigger the filter movement. Green: Bullish , Red: Bearish . 3. Average Directional Index ( ADX Classic) and ( ADX Masanakamura) It's an indicator designed by Welles Wilder to measure the strength and direction of the market trend. The price movement is strong when the ADX has a positive slope and is above a certain minimum level 'ADX THRESHOLD' and for a given period 'ADX LENGTH'. The green color of the bars indicates that the trend is bullish and that the ADX is above the level established by the threshold. The red color of the bars indicates that the trend is down and that the ADX is above the threshold level. The orange color of the bars indicates that the price is not strong and will surely lateralize. You can choose between the classic option and the one created by a certain 'Masanakamura'. The main difference between the two is that in the first it uses RMA () and in the second SMA () in its calculation. 4. Parabolic SAR This indicator, also created by Welles Wilder, places points that help define a trend. The Parabolic SAR can follow the price above or below, the peculiarity that it offers is that when the price touches the indicator, it jumps to the other side of the price (if the Parabolic SAR was below the price it jumps up and vice versa) to a distance predetermined by the indicator. At this time the indicator continues to follow the price, reducing the distance with each candle until it is finally touched again by the price and the process starts again. This procedure explains the name of the indicator: the Parabolic SAR follows the price generating a characteristic parabolic shape, when the price touches it, stops and turns ( SAR is the acronym for 'stop and reverse'), giving rise to a new cycle. When the points are below the price, the trend is up, while the points above the price indicate a downward trend. 5. RSI with Volume This indicator was created by LazyBear from the popular RSI . The RSI is an oscillator-type indicator used in technical analysis and also created by Welles Wilder that shows the strength of the price by comparing individual movements up or down in successive closing prices. LazyBear added a volume parameter that makes it more accurate to the market movement. A good way to use RSI is by considering the 50 'RSI CENTER LINE' centerline. When the oscillator is above, the trend is bullish and when it is below, the trend is bearish . 6. Moving Average Convergence Divergence ( MACD ) and ( MAC-Z ) It was created by Gerald Appel. Subsequently, the histogram was added to anticipate the crossing of MA. Broadly speaking, we can say that the MACD is an oscillator consisting of two moving averages that rotate around the zero line. The MACD line is the difference between a short moving average 'MACD FAST MA LENGTH' and a long moving average 'MACD SLOW MA LENGTH'. It's an indicator that allows us to have a reference on the trend of the asset on which it is operating, thus generating market entry and exit signals. We can talk about a bull market when the MACD histogram is above the zero line, along with the signal line, while we are talking about a bear market when the MACD histogram is below the zero line. There is the option of using the MAC-Z indicator created by LazyBear, which according to its author is more effective, by using the parameter VWAP ( volume weighted average price ) 'Z-VWAP LENGTH' together with a standard deviation 'STDEV LENGTH' in its calculation. 7. Volume Condition Volume indicates the number of participants in this war between bulls and bears, the more volume the more likely the price will move in favor of the trend. A low trading volume indicates a lower number of participants and interest in the instrument in question. Low volumes may reveal weakness behind a price movement. With this condition, those signals whose volume is less than the volume SMA for a period 'SMA VOLUME LENGTH' multiplied by a factor 'VOLUME FACTOR' are filtered. In addition, it determines the leverage used, the more volume , the more participants, the more probability that the price will move in our favor, that is, we can use more leverage. The leverage in this script is determined by how many times the volume is above the SMA line. The maximum leverage is 8. 8. Bollinger Bands This indicator was created by John Bollinger and consists of three bands that are drawn superimposed on the price evolution graph. The central band is a moving average, normally a simple moving average calculated with 20 periods is used. ('BB LENGTH' Number of periods of the moving average) The upper band is calculated by adding the value of the simple moving average X times the standard deviation of the moving average. ('BB MULTIPLIER' Number of times the standard deviation of the moving average) The lower band is calculated by subtracting the simple moving average X times the standard deviation of the moving average. the band between the upper and lower bands contains, statistically, almost 90% of the possible price variations, which means that any movement of the price outside the bands has special relevance. In practical terms, Bollinger bands behave as if they were an elastic band so that, if the price touches them, it has a high probability of bouncing. Sometimes, after the entry order is filled, the price is returned to the opposite side. If price touch the Bollinger band in the same previous conditions, another order is filled in the same direction of the position to improve the average entry price, (% MINIMUM BETTER PRICE ': Minimum price for the re-entry to be executed and that is better than the price of the previous position in a given %) in this way we give the trade a chance that the Take Profit is executed before. The downside is that the position is doubled in size. 'ACTIVATE DIVIDE TP': Divide the size of the TP in half. More probability of the trade closing but less profit. █ STOP LOSS and RISK MANAGEMENT. A good risk management is what can make your equity go up or be liquidated. The % risk is the percentage of our capital that we are willing to lose by operation. This is recommended to be between 1-5%. % Risk: (% Stop Loss x % Equity per trade x Leverage) / 100 First the strategy is calculated with Stop Loss, then the risk per operation is determined and from there, the amount per operation is calculated and not vice versa. In this script you can use a normal Stop Loss or one according to the ATR. Also activate the option to trigger it earlier if the risk percentage is reached. '% RISK ALLOWED' wich is calculated according with: '%EQUITY ON EACH ENTRY'. Only works with Stop Loss on 'NORMAL' or 'BOTH' mode. 'STOP LOSS CONFIRMED': The Stop Loss is only activated if the closing of the previous bar is in the loss limit condition. It's useful to prevent the SL from triggering when they do a ‘pump’ to sweep Stops and then return the price to the previous state. █ ALERTS There is an alert for each leverage, therefore a maximum of 8 alerts can be set for 'long' and 8 for 'short', plus an alert to close the trade with Take Profit or Stop Loss in market mode. You can also place Take Profit limit and Stop Loss limit orders a few seconds after filling the position entry order. - 'MAXIMUM LEVERAGE': It is the maximum allowed multiplier of the % quantity entered on each entry for 1X according to the volume condition. - 'ADVANCE ALERTS': There is always a time delay from when the alert is triggered until it reaches the exchange and can be between 1-15 seconds. With this parameter, you can advance the alert by the necessary seconds to activate it earlier. In this way it can be synchronized with the exchange so that the execution time of the entry order to the position coincides with the opening of the bar. The settings are for Bitcoin at Binance Futures (BTC: USDTPERP) in 15 minutes. For other pairs and other timeframes, the settings have to be adjusted again. And within a month, the settings will be different because we all know the market and the trend are changing.
Penunjuk Pine Script®
oleh UnknownUnicorn2151907
14
888 BOT #backtest█ 888 BOT #backtest (open source) This is an Expert Advisor 'EA' or Automated trading script for ‘longs’ and ‘shorts’, which uses only a Take Profit or, in the worst case, a Stop Loss to close the trade. It's a much improved version of the previous ‘Repanocha’. It doesn`t use 'Trailing Stop' or 'security()' functions (although using a security function doesn`t mean that the script repaints) and all signals are confirmed, therefore the script doesn`t repaint in alert mode and is accurate in backtest mode. Apart from the previous indicators, some more and other functions have been added for Stop-Loss, re-entry and leverage. It uses 8 indicators, (many of you already know what they are, but in case there is someone new), these are the following: 1. Jurik Moving Average It's a moving average created by Mark Jurik for professionals which eliminates the 'lag' or delay of the signal. It's better than other moving averages like EMA , DEMA , AMA or T3. There are two ways to decrease noise using JMA . Increasing the 'LENGTH' parameter will cause JMA to move more slowly and therefore reduce noise at the expense of adding 'lag' The 'JMA LENGTH', 'PHASE' and 'POWER' parameters offer a way to select the optimal balance between 'lag' and over boost. Green: Bullish , Red: Bearish . 2. Range filter Created by Donovan Wall, its function is to filter or eliminate noise and to better determine the price trend in the short term. First, a uniform average price range 'SAMPLING PERIOD' is calculated for the filter base and multiplied by a specific quantity 'RANGE MULTIPLIER'. The filter is then calculated by adjusting price movements that do not exceed the specified range. Finally, the target ranges are plotted to show the prices that will trigger the filter movement. Green: Bullish , Red: Bearish . 3. Average Directional Index ( ADX Classic) and ( ADX Masanakamura) It's an indicator designed by Welles Wilder to measure the strength and direction of the market trend. The price movement is strong when the ADX has a positive slope and is above a certain minimum level 'ADX THRESHOLD' and for a given period 'ADX LENGTH'. The green color of the bars indicates that the trend is bullish and that the ADX is above the level established by the threshold. The red color of the bars indicates that the trend is down and that the ADX is above the threshold level. The orange color of the bars indicates that the price is not strong and will surely lateralize. You can choose between the classic option and the one created by a certain 'Masanakamura'. The main difference between the two is that in the first it uses RMA () and in the second SMA () in its calculation. 4. Parabolic SAR This indicator, also created by Welles Wilder, places points that help define a trend. The Parabolic SAR can follow the price above or below, the peculiarity that it offers is that when the price touches the indicator, it jumps to the other side of the price (if the Parabolic SAR was below the price it jumps up and vice versa) to a distance predetermined by the indicator. At this time the indicator continues to follow the price, reducing the distance with each candle until it is finally touched again by the price and the process starts again. This procedure explains the name of the indicator: the Parabolic SAR follows the price generating a characteristic parabolic shape, when the price touches it, stops and turns ( SAR is the acronym for 'stop and reverse'), giving rise to a new cycle. When the points are below the price, the trend is up, while the points above the price indicate a downward trend. 5. RSI with Volume This indicator was created by LazyBear from the popular RSI . The RSI is an oscillator-type indicator used in technical analysis and also created by Welles Wilder that shows the strength of the price by comparing individual movements up or down in successive closing prices. LazyBear added a volume parameter that makes it more accurate to the market movement. A good way to use RSI is by considering the 50 'RSI CENTER LINE' centerline. When the oscillator is above, the trend is bullish and when it is below, the trend is bearish . 6. Moving Average Convergence Divergence ( MACD ) and ( MAC-Z ) It was created by Gerald Appel. Subsequently, the histogram was added to anticipate the crossing of MA. Broadly speaking, we can say that the MACD is an oscillator consisting of two moving averages that rotate around the zero line. The MACD line is the difference between a short moving average 'MACD FAST MA LENGTH' and a long moving average 'MACD SLOW MA LENGTH'. It's an indicator that allows us to have a reference on the trend of the asset on which it is operating, thus generating market entry and exit signals. We can talk about a bull market when the MACD histogram is above the zero line, along with the signal line, while we are talking about a bear market when the MACD histogram is below the zero line. There is the option of using the MAC-Z indicator created by LazyBear, which according to its author is more effective, by using the parameter VWAP ( volume weighted average price ) 'Z-VWAP LENGTH' together with a standard deviation 'STDEV LENGTH' in its calculation. 7. Volume Condition Volume indicates the number of participants in this war between bulls and bears, the more volume the more likely the price will move in favor of the trend. A low trading volume indicates a lower number of participants and interest in the instrument in question. Low volumes may reveal weakness behind a price movement. With this condition, those signals whose volume is less than the volume SMA for a period 'SMA VOLUME LENGTH' multiplied by a factor 'VOLUME FACTOR' are filtered. In addition, it determines the leverage used, the more volume , the more participants, the more probability that the price will move in our favor, that is, we can use more leverage. The leverage in this script is determined by how many times the volume is above the SMA line. The maximum leverage is 8. 8. Bollinger Bands This indicator was created by John Bollinger and consists of three bands that are drawn superimposed on the price evolution graph. The central band is a moving average, normally a simple moving average calculated with 20 periods is used. ('BB LENGTH' Number of periods of the moving average) The upper band is calculated by adding the value of the simple moving average X times the standard deviation of the moving average. ('BB MULTIPLIER' Number of times the standard deviation of the moving average) The lower band is calculated by subtracting the simple moving average X times the standard deviation of the moving average. the band between the upper and lower bands contains, statistically, almost 90% of the possible price variations, which means that any movement of the price outside the bands has special relevance. In practical terms, Bollinger bands behave as if they were an elastic band so that, if the price touches them, it has a high probability of bouncing. Sometimes, after the entry order is filled, the price is returned to the opposite side. If price touch the Bollinger band in the same previous conditions, another order is filled in the same direction of the position to improve the average entry price, (% MINIMUM BETTER PRICE ': Minimum price for the re-entry to be executed and that is better than the price of the previous position in a given %) in this way we give the trade a chance that the Take Profit is executed before. The downside is that the position is doubled in size. 'ACTIVATE DIVIDE TP': Divide the size of the TP in half. More probability of the trade closing but less profit. █ STOP LOSS and RISK MANAGEMENT. A good risk management is what can make your equity go up or be liquidated. The % risk is the percentage of our capital that we are willing to lose by operation. This is recommended to be between 1-5%. % Risk: (% Stop Loss x % Equity per trade x Leverage) / 100 First the strategy is calculated with Stop Loss, then the risk per operation is determined and from there, the amount per operation is calculated and not vice versa. In this script you can use a normal Stop Loss or one according to the ATR. Also activate the option to trigger it earlier if the risk percentage is reached. '% RISK ALLOWED' 'STOP LOSS CONFIRMED': The Stop Loss is only activated if the closing of the previous bar is in the loss limit condition. It's useful to prevent the SL from triggering when they do a ‘pump’ to sweep Stops and then return the price to the previous state. █ BACKTEST The objective of the Backtest is to evaluate the effectiveness of our strategy. A good Backtest is determined by some parameters such as: - RECOVERY FACTOR: It consists of dividing the 'net profit' by the 'drawdown’. An excellent trading system has a recovery factor of 10 or more; that is, it generates 10 times more net profit than drawdown. - PROFIT FACTOR: The ‘Profit Factor’ is another popular measure of system performance. It's as simple as dividing what win trades earn by what loser trades lose. If the strategy is profitable then by definition the 'Profit Factor' is going to be greater than 1. Strategies that are not profitable produce profit factors less than one. A good system has a profit factor of 2 or more. The good thing about the ‘Profit Factor’ is that it tells us what we are going to earn for each dollar we lose. A profit factor of 2.5 tells us that for every dollar we lose operating we will earn 2.5. - SHARPE: (Return system - Return without risk) / Deviation of returns. When the variations of gains and losses are very high, the deviation is very high and that leads to a very poor ‘Sharpe’ ratio. If the operations are very close to the average (little deviation) the result is a fairly high 'Sharpe' ratio. If a strategy has a 'Sharpe' ratio greater than 1 it is a good strategy. If it has a 'Sharpe' ratio greater than 2, it is excellent. If it has a ‘Sharpe’ ratio less than 1 then we don't know if it is good or bad, we have to look at other parameters. - MATHEMATICAL EXPECTATION: (% winning trades X average profit) + (% losing trades X average loss). To earn money with a Trading system, it is not necessary to win all the operations, what is really important is the final result of the operation. A Trading system has to have positive mathematical expectation as is the case with this script: ME = (0.87 x 30.74$) - (0.13 x 56.16$) = (26.74 - 7.30) = 19.44$ > 0 The game of roulette, for example, has negative mathematical expectation for the player, it can have positive winning streaks, but in the long term, if you continue playing you will end up losing, and casinos know this very well. PARAMETERS 'BACKTEST DAYS': Number of days back of historical data for the calculation of the Backtest. 'ENTRY TYPE': For '% EQUITY' if you have $ 10,000 of capital and select 7.5%, for example, your entry would be $ 750 without leverage. If you select CONTRACTS for the 'BTCUSDT' pair, for example, it would be the amount in 'Bitcoins' and if you select 'CASH' it would be the amount in $ dollars. 'QUANTITY (LEVERAGE 1X)': The amount for an entry with X1 leverage according to the previous section. 'MAXIMUM LEVERAGE': It's the maximum allowed multiplier of the quantity entered in the previous section according to the volume condition. The settings are for Bitcoin at Binance Futures (BTC: USDTPERP) in 15 minutes. For other pairs and other timeframes, the settings have to be adjusted again. And within a month, the settings will be different because we all know the market and the trend are changing.
Strategi Pine Script®
oleh UnknownUnicorn2151907
10
Simple Harmonic Oscillator (SHO)The indicator is based on Akram El Sherbini's article "Time Cycle Oscillators" published in IFTA journal 2018 (pages 78-80) (www.ftaa.org.hk) The SHO is a bounded oscillator for the simple harmonic index that calculates the period of the market’s cycle. The oscillator is used for short and intermediate terms and moves within a range of -100 to 100 percent. The SHO has overbought and oversold levels at +40 and -40, respectively. At extreme periods, the oscillator may reach the levels of +60 and -60. The zero level demonstrates an equilibrium between the periods of bulls and bears. The SHO oscillates between +40 and -40. The crossover at those levels creates buy and sell signals. In an uptrend, the SHO fluctuates between 0 and +40 where the bulls are controlling the market. On the contrary, the SHO fluctuates between 0 and -40 during downtrends where the bears control the market. Reaching the extreme level -60 in an uptrend is a sign of weakness. Mostly, the oscillator will retrace from its centerline rather than the upper boundary +40. On the other hand, reaching +60 in a downtrend is a sign of strength and the oscillator will not be able to reach its lower boundary -40. Centerline Crossover Tactic This tactic is tested during uptrends. The buy signals are generated when the WPO/SHI cross their centerlines to the upside. The sell signals are generated when the WPO/SHI cross down their centerlines. To define the uptrend in the system, stocks closing above their 50-day EMA are considered while the ADX is above 18. Uptrend Tactic During uptrends, the bulls control the markets, and the oscillators will move above their centerline with an increase in the period of cycles. The lower boundaries and equilibrium line crossovers generate buy signals, while crossing the upper boundaries will generate sell signals. The “Re-entry” and “Exit at weakness” tactics are combined with the uptrend tactic. Consequently, we will have three buy signals and two sell signals. Sideways Tactic During sideways, the oscillators fluctuate between their upper and lower boundaries. Crossing the lower boundary to the upside will generate a buy signal. On the other hand, crossing the upper boundary to the downside will generate a sell signal. When the bears take control, the oscillators will cross down the lower boundaries, triggering exit signals. Therefore, this tactic will consist of one buy signal and two sell signals. The sideway tactic is defined when stocks close above their 50-day EMA and the ADX is below 18
Penunjuk Pine Script®
oleh UnknownUnicorn170838
1
Multi Timeframe ADX and DI w/ AlertsThis script is based off the public DMI code and used to get a quick visual of trend and direction across 3 different timeframes. Alert conditions have been setup for trend changes to bull/bear for all 3 timeframes. This script is meant to pull together the concepts of multi-time frame indicators, custom functions, and custom alert conditions. The primary instructions for this script was to find a version of the ADX Indicator and give it the same treatment as we did with the Heiken Ashi demo (displaying green/red/gray circles to indicate trend and direction) over a configurable time frame. Display a matrix of each timeframe and the corresponding directional color (green=bull, red=bear, gray=non-trending). Have it produce an alert when the state of indicator changes to either bull or bear.
Penunjuk Pine Script®
oleh JoshuaMcGowan
5
Elder impulse system with double exponential moving average dema This version of impulse uses the double exponential moving average instead of the typical ema both to calculate macd and the moving slow and fast moving average that are plotted. The impulse system : The Impulse System combines two simple but powerful indicators. One measures market inertia, the other its momentum. When both point in the same direction, they identify an impulse worth following. We get an entry signal when both indicators get in gear. The Impulse System uses an exponential moving average to find uptrends and downtrends. When the EMA rises, it shows that inertia favors the bulls. When EMA falls, inertia works for the bears. The sec- ond component is MACD-Histogram, an oscillator whose slope reflects changes of power among bulls or bears. When MACD-Histogram rises, it shows that bulls are becoming stronger. When it falls, it shows that bears are growing stronger. The Impulse System flags those bars where both the inertia and the momentum point in the same direction. When both the EMA and MACD-Histogram rise, they show that bulls are roaring and the uptrend is accelerating.
Penunjuk Pine Script®
oleh Biticon
2
MACD Zero lag impulse systemThis version of impulse uses the double exponential moving average instead of the typical ema. The impulse system : The Impulse System combines two simple but powerful indicators. One measures market inertia, the other its momentum. When both point in the same direction, they identify an impulse worth following. We get an entry signal when both indicators get in gear. The Impulse System uses an exponential moving average to find uptrends and downtrends. When the EMA rises, it shows that inertia favors the bulls. When EMA falls, inertia works for the bears. The sec- ond component is MACD-Histogram, an oscillator whose slope reflects changes of power among bulls or bears. When MACD-Histogram rises, it shows that bulls are becoming stronger. When it falls, it shows that bears are growing stronger. The Impulse System flags those bars where both the inertia and the momentum point in the same direction. When both the EMA and MACD-Histogram rise, they show that bulls are roaring and the uptrend is accelerating.
Penunjuk Pine Script®
oleh Biticon
6
Elder impulse system with barcolor + Safezone stops + emasThe impulse system : The Impulse System combines two simple but powerful indicators. One measures market inertia, the other its momentum. When both point in the same direction, they identify an impulse worth following. We get an entry signal when both indicators get in gear. The Impulse System uses an exponential moving average to find uptrends and downtrends. When the EMA rises, it shows that inertia favors the bulls. When EMA falls, inertia works for the bears. The sec- ond component is MACD-Histogram, an oscillator whose slope reflects changes of power among bulls or bears. When MACD-Histogram rises, it shows that bulls are becoming stronger. When it falls, it shows that bears are growing stronger. The Impulse System flags those bars where both the inertia and the momentum point in the same direction. When both the EMA and MACD-Histogram rise, they show that bulls are roaring and the uptrend is accelerating. The SafeZone Stop : Once in a trade, where should you put your stop? This is one of the hardest questions in technical analysis. After answering it, you’ll face an even harder one—when and where to move that stop with the pas- sage of time. Put a stop too close and it’ll get whacked by some mean- ingless intraday swing. Put it too far, and you’ll have very skimpy protection. The Parabolic System, described in Trading for a Living, tried to tackle this problem by moving stops closer to the market each day, accelerating whenever a stock or a commodity reached a new extreme. The trouble with Parabolic was that it kept moving even if the market stayed flat and often got hit by meaningless noise. SafeZone trails prices with stops tight enough to protect capital but remote enough to keep clear of most random fluctuations. Engineers design filters to suppress noise and allow the signal to come through. If the trend is the signal, then the countertrend motion is the noise. When the trend is up, we can define noise as that part of each day’s range that protrudes below the previous day’s low. When the trend is down, we can define noise as that part of each day’s range that pro- trudes above the previous day’s high. SafeZone measures market noise and places stops at a multiple of noise level away from the market. We can make our lookback period 100 days or so if we want to aver- age long-term market behavior. SafeZone offers an original approach to placing stops. It monitors changes in prices and adapts stops to the current levels of activity. It places stops at individually tailored distances rather than at obvious support and resistance levels.
Penunjuk Pine Script®
oleh Biticon
3
10/5 Weekly/Daily EMAs with ConfirmationsPlots Daily and Weekly 10 & 5 EMAs (but fully customizable to your own). In addition to plotting the EMAs it color coordinates trend bias and has cross confirmation signals. Philosophy and how to read: I use this indicator when trading strictly on the daily timeframe. I have not tested it on other timeframes. In my trade system I start with both the monthly and weekly charts to define overall bias. Here’s the general rule of thumb. 10 EMA is direction (bias) and 5 EMA is price. If 5EMA is below 10EMA there is a bear bias. If 5EMA is above 10EMA there is a bull bias. This indicator will plot both the daily and weekly 10 & 5 EMAs. It will also color code the background based on how these EMAs relate to each other. Light red typically is just the daily is confirmed bear (typically because it could be either or) Dark red, both daily and weekly in confirmed bear. Light green, typically just daily is confirmed bull (typically because it could be either or) Dark green, both daily and weekly in confirmed bull. In addition to background highlight there is confirmation crosses. The daily confirmation cross is default yellow triangle. Down triangle is 5 crossing the 10 downward. Up triangle is the 5 crossing the 10 upward. The weekly confirmation is the same only is aqua color. Generally, on a color change you want to see one or both confirmation in the direction of the bias change. If you only want to plot the daily bias in the options unclick the setting: Include Weekly Background Plotting. Unclicking this will remove the background coloring for the weekly bias. This might be helpful if you only want to see the strength of what the weekly timeframe is telling you. Also, I’m primarily a trend trader but I also do have a reversal system I trade with lower R:R parameters. A good reversal confirmation signal I’ve noticed is the instrument that you are trading should go through a cycle of light color to dark color. You could also create alerts with this indicator based on just signals. When the signal fires the value will be 1. Future Updates: I want to find some way to correlate the distance between these EMAs to enhance the signal. Also to include a velocity component. Plus a few more things. If you like this indicator please like and leave a comment down below.
Penunjuk Pine Script®
oleh RexDogActual
1
MWho is in ControlWho is in Control. This study shows who is in control by showing just the Bull side, the Bear side or a combined view. This study follows the same philosophy of simplicity I try to use as much as possible in my studies. The least number of parameters and as understandable as possible. Len : length of the period Signal : Signal to show change of trend Disp Bull : Display/Hide Bull Side Disp Bear : Display/Hide Bear Side Disp Differential : Display/Hide the differential between Bulls and Bears.
Penunjuk Pine Script®
oleh Madrid
7
: Volume Zone Oscillator & Price Zone Oscillator LB Update JRMThis is a simple update of Lazy Bear's " Indicators: Volume Zone Indicator & Price Zone Indicator" Script. PZO plots on the same indicator. The horizontal plot lines are taken primarily from two articles by Wahalil and Steckler "In The Volume Zone" May 2011, Stocks and Commodities and "Entering The Price Zone"June 2011, Stocks and Commodities. With both indicators on the same plot it is easier to see divergences between the indicators. I did add a plot line at 80 and -80 as well because that is getting into truly extreme price/volume territory where one might contemplate a close your eyes and sell or cover particularly if confirmed at a higher time frame with the expectation of some type of corrective move.. The inputs and plot lines can be edited as per Lazy Bear's original script and follows the original format. Many thanks to Lazy Bear.
Penunjuk Pine Script®
oleh jayy
4
🦌 Horn Pattern - Horn + FT - Ming Joo太棒了！以下是你策略的中英文简介版本，专为 **TradingView 发布页面** 编写，突出你当前唯一的 context filter（基于 EMA20）。 --- ## 🇬🇧 English Description — Horn Pattern Strategy with EMA Context Filter **🦌 Horn Pattern Reversal Strategy (By Ming Joo)** This strategy is based on a 3-bar reversal pattern known as the **Horn Pattern** (bull-bear-bull for longs, bear-bull-bear for shorts). A confirmation bar (bar\ ) follows the pattern to validate a breakout. 🔍 **Context Filter:** To ensure high-quality trades, a simple trend filter is applied using EMA(20): * ✅ **Bullish Horn** signals are valid **only if** the confirmation bar closes **above EMA20** * ✅ **Bearish Horn** signals are valid **only if** the confirmation bar closes **below EMA20** This prevents taking counter-trend reversals in weak conditions. 🎯 Entry Logic: * Long entry: Horn high + 1 tick * Short entry: Horn low – 1 tick * Target: 1R * Stop: Structural extreme (low/high of the horn) * Optionally shows 0.5R line This structure-based reversal model is suitable for 5min–1H timeframes, and works best on volatile instruments (e.g. ES1!, NQ1!, BTCUSD, AAPL). --- ## 🇨🇳 中文简介 — Horn 结构反转策略（含 EMA 趋势滤网） **🦌 Horn 反转策略（By Ming Joo）** 本策略基于经典的 **Horn 形态**（多头为 bull-bear-bull，空头为 bear-bull-bear），由三根结构K线 + 一根确认K线构成，搭配 **EMA20 趋势过滤器** 筛选优质信号。 🔍 **上下文过滤条件（唯一 context filter）：** * ✅ **Bullish Horn** 仅在确认K线的收盘 **高于 EMA20** 时触发 * ✅ **Bearish Horn** 仅在确认K线的收盘 **低于 EMA20** 时触发 防止在弱趋势中逆势进场，提升成功率。 🎯 入场逻辑： * 多头：Horn 高点 +1 tick 挂多 * 空头：Horn 低点 –1 tick 挂空 * 止盈：1R * 止损：Horn 的结构极点 * 可选显示 0.5R 虚线 适合用于 5分钟至 1小时图表，特别适用于高波动性品种（如 ES1!, NQ1!, BTCUSD, AAPL 等）。 ---
Strategi Pine Script®
oleh Joo1897
Mariam Ichimoku DashboardPurpose The Mariam Ichimoku Dashboard is designed to simplify the Ichimoku trading system for both beginners and experienced traders. It provides a complete view of trend direction, strength, momentum, and key signals all in one compact dashboard on your chart. This tool helps traders make faster and more confident decisions without having to interpret every Ichimoku element manually. How It Works 1. Trend Strength Score Calculates a score from -5 to +5 based on Ichimoku components. A high positive score means strong bullish momentum. A low negative score shows strong bearish conditions. A near-zero score indicates a sideways or unclear market. 2. Future Cloud Bias Looks 26 candles ahead to determine if the future cloud is bullish or bearish. This helps identify the longer-term directional bias of the market. 3. Flat Kijun / Flat Senkou B Detects flat zones in the Kijun or Senkou B lines. These flat areas act as strong support or resistance and can attract price. 4. TK Cross Identifies Tenkan-Kijun crosses: Bullish Cross means Tenkan crosses above Kijun Bearish Cross means Tenkan crosses below Kijun 5. Last TK Cross Info Shows whether the last TK cross was bullish or bearish and how many candles ago it happened. Helps track trend development and timing. 6. Chikou Span Position Checks if the Chikou Span is above, below, or inside past price. Above means bullish momentum Below means bearish momentum Inside means mixed or indecisive 7. Near-Term Forecast (Breakout) Warns when price is near the edge of the cloud, preparing for a potential breakout. Useful for anticipating price moves. 8. Price Breakout Shows if price has recently broken above or below the cloud. This can confirm the start of a new trend. 9. Future Kumo Twist Detects upcoming twists in the cloud, which often signal potential trend reversals. 10. Ichimoku Confluence Measures how many key Ichimoku signals are in agreement. The more signals align, the stronger the trend confirmation. 11. Price in or Near the Cloud Displays if the price is inside the cloud, which often indicates low clarity or a choppy market. 12. Cloud Thickness Shows whether the cloud is thin or thick. Thick clouds provide stronger support or resistance. Thin clouds may allow easier breakouts. 13. Recommendation Gives a simple trading suggestion based on all major signals. Strong Buy, Strong Sell, or Hold. Helps simplify decision-making at a glance. Features All major Ichimoku signals summarized in one panel Real-time trend strength scoring Detects flat zones, crosses, cloud twists, and breakouts Visual alerts for trend alignment and signal confluence Compact, clean design Built with simplicity in mind for beginner traders Tips Best used on 15-minute to 1-hour charts for short-term trading Avoid entering trades when price is inside the cloud because the market is often indecisive Wait for alignment between trend score, TK cross, cloud bias, and confluence Use the dashboard to support your trading strategy, not replace it Enable alerts for major confluence or upcoming Kumo twists
Penunjuk Pine Script®
oleh alghamdi_meriam
Momentum Contour Pulse [ApexLegion]🌊 Momentum Contour Pulse *Advanced Multi-Layer Momentum Visualization with High-Precision Trend Reversal Detection* 📖 **OVERVIEW** The **Momentum Contour Pulse** is a sophisticated momentum analysis tool that combines topographic-style visualization with precision trend reversal signals. This indicator creates dynamic "contour maps" of market momentum, similar to elevation maps, where color intensity and gradient effects reveal the strength and direction of underlying market forces. **Key Innovation:** Unlike traditional momentum indicators that show simple lines or histograms, this system renders momentum as flowing, gradient-based bands that expand and contract with market volatility, providing an intuitive visual representation of market energy. ✨ **KEY FEATURES** 🎨 **Dynamic Contour Visualization** - **20-Level Gradient System**: Creates smooth topographic-style momentum bands - **Adaptive Color Intensity**: Glow effects strengthen with momentum conviction - **Dual-Color Zones**: Cyan for bullish momentum, Purple for bearish momentum - **Fade Effects**: Smooth visual transitions during momentum changes ⚡ **Precision Pulse Signals** - **🟢 Bull Pulse**: Triggered at trend reversal to upward momentum + maximum intensity - **🔴 Bear Pulse**: Triggered at trend reversal to downward momentum + maximum intensity - **Professional Glow Effects**: Multi-layer plotshape rendering for premium visual quality - **ATR-Based Positioning**: Signals placed at precise reversal points with volatility-adjusted spacing 🔧 **Advanced Technical Engine** - **ATG Filter System**: Proprietary dual-timeframe EMA flow analysis with angular separation - **Adaptive Volatility Bands**: Dynamic expansion/contraction based on market conditions - **Multi-Condition Confirmation**: Combines trend detection, breakout analysis, and momentum strength - **Intensity Filtering**: Only top 25% intensity signals qualify for pulse alerts 🚀 **HOW TO USE** ### **For Visual Analysis:** 1. **Contour Reading**: Brighter bands = stronger momentum, darker bands = weaker momentum 2. **Direction Assessment**: Cyan glow = bullish bias, Purple glow = bearish bias 3. **Momentum Tracking**: Watch band intensity changes to gauge momentum shifts **For Flow Analysis:** 1. **🟢 Bull Pulse**: Monitor for upside pressure when pulse appears at support levels 2. **🔴 Bear Pulse**: Observe downside flow when pulse appears at resistance levels 3. **Confirmation**: Validate momentum expansion with other technical analysis for optimal engagement zones **For Educational Purpose:** 1. Enable **"Show Debug Table"** to see all internal calculations 2. Enable **"Show Debug Lines"** to visualize trend zones and breakout levels 3. Study how momentum intensity correlates with price movements ⚙️ **CONFIGURATION GUIDE** **ATG Filter Settings** 🎯 - **Short-Term Flow Length (21)**: Controls fast EMA sensitivity - **Long-Term Flow Length (55)**: Controls slow EMA baseline - **Volatility Expansion Multiplier (1.75)**: Adjusts breakout zone sensitivity - **Trend Angle Threshold (25°)**: Sets minimum slope requirement for trend detection **Visual Customization** 🎨 - **Upper Band Color**: Customize bullish momentum color (default: Cyan) - **Lower Band Color**: Customize bearish momentum color (default: Purple) - **Base Glow Intensity (3.0)**: Controls overall visual brightness - **Momentum Boost Multiplier (1.3)**: Amplifies visual response to strong moves **Learning Tools** 🔧 - **Show Debug Table**: Reveals all calculation steps and decision logic - **Show Debug Lines**: Displays trend zones and breakout thresholds - **Intensity Smoothing Period (8)**: Controls signal responsiveness vs stability 📚 **EDUCATIONAL VALUE** This indicator serves as an excellent learning tool for understanding: **Momentum Analysis Concepts:** - How dual-timeframe EMA analysis reveals trend structure - The relationship between volatility and trend confirmation - Angular measurement techniques for trend strength assessment **Advanced Pine Script Techniques:** - Multi-level gradient rendering using fill() functions - Dynamic color saturation based on calculated intensity - Sophisticated fade effect systems using historical arrays - Professional signal visualization with multi-layer plotshape **Market Psychology:** - How momentum builds and dissipates in trending markets - Visual representation of market conviction through color intensity - The relationship between breakout patterns and momentum confirmation ⚠️ **IMPORTANT NOTES** **Analysis Guidelines:** - Use on multiple timeframes for comprehensive momentum assessment - Combine with support/resistance levels for enhanced flow initiation accuracy - Consider overall market context when interpreting directional moves **Important Notes:** - Disable debug features for optimal chart performance - Default settings are optimized for most market conditions **Signal Interpretation:** - Pulse signals indicate potential flow reversal points, not guaranteed outcomes - Higher intensity signals generally show better momentum expansion reliability - Always practice proper risk management regardless of directional move strength ⚠️ **Limitations** 1. **Backtesting Limitations** This indicator is not a strategy and cannot perform official backtesting on TradingView's engine. Pulse signals are visual cues only, not verified historical trades. 2. **Regression Band and ATG Filter Inherent Lag** Linear regression bands are calculated from past data, creating natural lag. The dual-timeframe EMA analysis (21/55) also requires sufficient data for trend establishment. 3. **High Intensity Threshold May Miss Signals** The 75% intensity requirement filters for premium signals but may miss moderate opportunities. In low-volatility periods, pulse signals may become infrequent. 4. **Single Indicator Dependency Risk** Momentum Contour Pulse works best when combined with support/resistance analysis. Relying solely on pulse signals without market context may reduce effectiveness. 5. **Parameter Sensitivity** Modifying ATG filter settings or intensity thresholds should be done carefully. Excessive sensitivity may produce false signals; excessive filtering may miss valid setups. 🎓 **TECHNICAL METHODOLOGY** The indicator employs a sophisticated multi-step process: 1. **Flow Analysis**: Calculates dual-timeframe EMA separation and converts to angular measurements 2. **Threshold Adaptation**: Dynamically adjusts trend strength requirements based on historical volatility 3. **Breakout Detection**: Identifies price movements beyond adaptive volatility bands 4. **Intensity Calculation**: Normalizes momentum strength to 0-1 range with smoothing 5. **Visual Rendering**: Applies 20-level gradient system with dynamic transparency 6. **Signal Generation**: Filters for trend changes meeting maximum intensity criteria **Core Algorithm:** flowSeparation = math.atan(flowFast_ATG - flowSlow_ATG) * 180 / math.pi - Converts dual-timeframe EMA separation into precise angular momentum measurement, enabling topographic-style visualization of market flow intensity. ! (i.imgur.com) 🎨 **Visual Features Showcase** **Multi-Layer Contour Visualization in Action** **Dynamic Gradient Bands:** Watch how the 20-level gradient system creates topographic-style momentum maps. The **emerald upper contours** represent bullish flow zones, while **violet lower contours** indicate bearish pressure areas. Notice how band intensity **glows brighter** during strong momentum phases and **fades** during consolidation. **Precision Pulse Signal:** The **🟢 green pulse** (left side) demonstrates perfect trend reversal detection at the momentum flow initiation point. The multi-layer glow effect creates professional-grade signal visualization that stands out without cluttering the chart. **Adaptive Band Expansion:** Observe how contour bands dynamically **expand during volatility** and **contract during calm periods**, automatically adjusting to market conditions using ATR-based calculations. 📊 **What You're Seeing:** • **Emerald Glow Zones** → Bullish momentum dominance • **Violet Flow Areas** → Bearish pressure regions • **Gradient Intensity** → Real-time momentum strength • **Pulse Signals** → High-conviction reversal points • **Smooth Transitions** → Advanced fade effect system ✅ Usage Disclaimer Momentum Contour Pulse is a visual analytics tool designed for educational and informational purposes only. It is not financial advice, nor should its signals be interpreted as trading recommendations. Users are solely responsible for their own trading decisions. Always practice appropriate risk management and consult with a licensed financial professional when necessary. The creator of this tool assumes no liability for any financial losses resulting from its use.
Penunjuk Pine Script®
oleh ApexLegion