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[blackcat] L3 Candle Skew 3821 TraderLevel 3 Background By modeling skew to produce long and short entry points. Function The concept of skew comes from physics and statistics, and is used in market technical analysis to reflect the expectation of future stock price distribution. Because the return distribution of stocks in the trend market has skew (Skew), it is reasonable to judge the trend continuity according to the historical and current skew. It is precisely because the stock price rises that there is a skew. The greater the strength of the rise, the greater the angle of inclination and the greater the skew. The degree of this upward or downward slope in the statistical distribution of stock prices is defined as skew. Through the size of skew, we can know the direction, inertia and extent of the stock's rise or fall, and find stocks with a high probability of quick profit. The technical indicator introduced today is a simplified but effective stock price skew model used to generate buying and selling points. The principle of this technical indicator is based on the success rate test results of different moving averages corresponding to different skews as follows: 10 trading cycles profit 5% success rate (%) 5 period moving average 10 period moving average 20 period moving average 30 period moving average 60 period moving average skew>=0 51.36 52.26 52.65 52.55 52.08 skew>=0.5 55.44 58.06 60.56 62.37 65.66 skew>=1 59.72 63.06 67.07 69.78 70.62 skew>=1.5 63.01 67.08 71.61 72.9 70.61 skew>=2 65.53 70.22 74.18 73.76 70.12 skew>=2.5 67.89 72.93 75.32 73.66 68.92 skew>=3 70.07 75.32 75.69 72.54 67.45 skew>=3.5 71.85 77.05 75.32 73.63 63.82 skew>=4 73.6 78.06 74.19 68.96 59.91 skew>=4.5 76.04 78.56 72.85 69.55 49.24 skew>=5 77.44 78.88 71.58 67.28 51.69 skew>=5.5 78.97 78.39 70.33 64.31 49.7 skew>=6 79.68 78.07 68.82 61.65 53.57 Table 1 As can be seen from the above table, with the increase of the 5-period and 10-period moving average skew values, the success rate is increasing, but after the 20- and 30-period moving average skew values ​​increase to an upper bound, it shows a downward trend. When the skew of the 20-period and 30-period moving averages is greater than 0.5, the 10-period profit of 5% is above 60%, and when it is greater than 1.5, the success rate can reach above 70%. The larger the 5-period moving average skew, the higher the success rate, but often because the short-term skew is too large, the stock price has risen rapidly to a high level, and chasing up is risky, which is not suitable for the investment habits of most people, so prudent investors may like to do swings. Investors may wish to pay more attention to the skew of the 20-period and 30-period moving averages. Based on the above analysis, as a short-term trading enthusiast, I need to choose the 5-period and 10-period moving average skew, and consider the medium-term trend as a compromise, and I also need to consider the 20-period moving average skew. Finally, according to the principle of personal preference, I chose 3 groups of periods based on Fibonacci magic numbers: 3 periods, 8 periods, 21 periods, and skews that take into account both short-term and mid-line trends. So, I named this indicator number 3821 as a distinction. 002084 1D from TradingView BTCUSDT 1H from TradingView Tesla 1D from TradingView
Pine Script® indicator
by blackcat1402
1
[APD] Sharegenius Swing Trading StrategyThis script plots GTT Price , Target Prices , Buy Zone , Target Zone and Information Dashboard according to Sharegenius Swing Trading Strategy. SST is for Swing Trading. 👉🏻 Strategy by Mahesh Kaushik - 1️⃣ Track the 20-Day Low of the instrument. 2️⃣ Create a GTT order which is 5% above 20 DL. 3️⃣ If the share makes a new 20 DL before getting purchased, then update your GTT order to be 5% above the new 20 DL. 4️⃣ Next GTT will be started when the average price falls by 10%. (GTT will be created as 5% above the last 20 DL or Buy on 10%, 20%, 30% fall in average price.) 5️⃣ Sell target is 5% of the average price. Sell all units or Set sell target on buy price. 6️⃣ No stop loss is needed as we buy when the stock falls. 👉🏻 Note:- Trade in fundamentally good stocks & strong stocks those are outperforming index because we do not take stop loss in this strategy. DISCLAIMER:- This Script is for educational purposes only. Nothing in this content should be interpreted as financial advice or a recommendation to buy or sell any sort of security or investment.
Pine Script® indicator
by AkhileshPDalvi
4
Real Woodies CCIAs always, this is not financial advice and use at your own risk. Trading is risky and can cost you significant sums of money if you are not careful. Make sure you always have a proper entry and exit plan that includes defining your risk before you enter a trade. Ken Wood is a semi-famous trader that grew in popularity in the 1990s and early 2000s due to the establishment of one of the earliest trading forums online. This forum grew into "Woodie's CCI Club" due to Wood's love of his modified Commodity Channel Index (CCI) that he used extensively. From what I can tell, the website is still active and still follows the same core principles it did in the early days, the CCI is used for entries, range bars are used to help trader's cut down on the noise, and the optional addition of Woodie's Pivot Points can be used as further confirmation of support and resistance. This is my take on his famous "Woodie's CCI" that has become standard on many charting packages through the years, including a TradingView sponsored version as one of the many stock indicators provided by TradingView. Woodie has updated his CCI through the years to include several very cool additions outside of the standard CCI. I will have to say, I am a bit biased, but I think this is hands down one of the best indicators I have ever used, and I am far too young to have been part of the original CCI Club. Being a daytrader primarily, this fits right in my timeframe wheel house. Woodie designed this indicator to work on a day-trading time scale and he frequently uses this to trade futures and commodity contracts on the 30 minute, often even down to the one minute timeframe. This makes it unique in that it is probably one of the only daytrading-designed indicators out there that I am aware of that was not a popular indicator, like the MACD or RSI, that was just adopted by daytraders. The CCI was originally created by Donald Lambert in 1980. Over time, it has become an extremely popular house-hold indicator, like the Stochastics, RSI, or MACD. However, like the RSI and Stochastics, there are extensive debates on how the CCI is actually meant to be used. Some trade it like a reversal indicator, where values greater than 100 or less than -100 are considered overbought or oversold, respectively. Others trade it like a typical zero-line cross indicator, where once the value goes above or below the zero-line, a trade should be considered in that direction. Lastly, some treat it as strictly a momentum indicator, where values greater than 100 or less than -100 are seen as strong momentum moves and when these values are reached, a new strong trend is establishing in the direction of the move. The CCI itself is nothing fancy, it just visualizes the distance of the closing price away from a user-defined SMA value and plots it as a line. However, Woodie's CCI takes this simple concept and adds to it with an indicator with 5 pieces to it designed to help the trader enter into the highest probability setups. Bear with me, it initially looks super complicated, but I promise it is pretty straight-forward and a fun indicator to use. 1) The CCI Histogram. This is your standard CCI value that you would find on the normal CCI. Woodie's CCI uses a value of 14 for most trades and a value of 20 when the timeframe is equal to or greater than 30minutes. I personally use this as a 20-period CCI on all time frames, simply for the fact that the 20 SMA is a very popular moving average and I want to know what the crowd is doing. This is your coloured histogram with 4 colours. A gray colouring is for any bars above or below the zero line for 1-4 bars. A yellow bar is a "trend bar", where the long period CCI has been above/below the zero line for 5 consecutive bars, indicating that a trend in the current direction has been established. Blue bars above and red bars below are simply 6+n number of bars above or below the zero line confirming trend. These are used for the Zero-Line Reject Trade (explained below). The CCI Histogram has a matching long-period CCI line that is painted the same colour as the histogram, it is the same thing but is used just to outline the Histogram a bit better. 2) The CCI Turbo line. This is a sped-up 6 period CCI. This is to be used for the Zero-Line Reject trades, trendline breaks, and to identify shorter term overbought/oversold conditions against the main trend. This is coloured as the white line. 3) The Least Squares Moving Average Baseline (LSMA) Zero Line. You will notice that the Zero Line of the indicator is either green or red. This is based on when price is above or below the 25-period LSMA on the chart. The LSMA is a 25 period linear regression moving average and is one of the best moving averages out there because it is more immune to noise than a typical MA. Statistically, an LSMA is designed to find the line of best fit across the lookback periods and identify whether price is advancing, declining, or flat, without the whipsaw that other MAs can be privy to. The zero line of the indicator will turn green when the close candle is over the LSMA or red when it is below the LSMA. This is meant to be a confirmation tool only and the CCI Histogram and Turbo Histogram can cross this zero line without any corresponding change in the colour of the zero line on that immediate candle. 4) The +100 and -100 lines are used in two ways. First, they can be used by the CCI Histogram and CCI Turbo as a sort of minor price resistance and if the CCI values cannot get through these, it is considered weakness in that trade direction until they do so. You will notice that both of these lines are multi-coloured. They have been plotted with the ChopZone Indicator, another TradingView built-in indicator. The ChopZone is a trend identification tool that uses the slope and the direction of a 34-period EMA to identify when price is trending or range bound. While there are ~10 different colours, the main two a trader needs to pay attention to are the turquoise/cyan blue, which indicates price is in an uptrend, and dark red, which indicates price is in a downtrend based on the slope and direction of the 34 EMA. All other colours indicate "chop". These colours are used solely for the Zero-Line Reject and pattern trades discussed below. They are plotted both above and below so you can easily see the colouring no matter what side of the zero line the CCI is on. 5) The +200 and -200 lines are also used in two ways. First, they are considered overbought/oversold levels where if price exceeds these lines then it has moved an extreme amount away from the average and is likely to experience a pullback shortly. This is more useful for the CCI Histogram than the Turbo CCI, in all honesty. You will also notice that these are coloured either red, green, or yellow. This is the Sidewinder indicator portion. The documentation on this is extremely sparse, only pointing to a "relationship between the LSMA and the 34 EMA" (see here: tlc.thinkorswim.com). Since I am not a member of Woodie's CCI Club and never intend to be I took some liberty here and decided that the most likely relationship here was the slope of both moving averages. Therefore, the Sidewinder will be green when both the LSMA and the 34 EMA are rising, red when both are falling, and yellow when they are not in agreement with one another (i.e. one rising/flat while the other is flat/falling). I am a big fan of Dr. Alexander Elder as those who follow me know, so consider this like Woodie's version of the Elder Impulse System. I will fully admit that this version of the Sidewinder is a guess and may not represent the real Sidewinder indicator, but it is next to impossible to find any information on this, so I apologize, but my version does do something useful anyways. This is also to be used only with the Zero-Line Reject trades. They are plotted both above and below so you can easily see the colouring no matter what side of the zero line the CCI is on. How to Trade It According to Woodie's CCI Club: Now that I have all of my components and history out of the way, this is what you all care about. I will only provide a brief overview of the trades in this system, but there are quite a few more detailed descriptions listed in the Woodie's CCI Club pamphlet. I have had little success trading the "patterns" but they do exist and do work on occasion. I just prefer to trade with the flow of the markets rather than getting overly scalpy. If you are interested in these patterns, see the pamphlet here (www.trading-attitude.com), hop into the forums and see for yourself, or check out a couple of the YouTube videos. 1) Zero line cross. As simple as any other momentum oscillator out there. When the long period CCI crosses above or below the zero line open a trade in that direction. Extra confirmation can be had when the CCI Turbo has already broken the +100/-100 line "resistance or support". Trend traders may wish to wait until the yellow "trend confirmation bar" has been printed. 2) Zero Line Reject. This is when the CCI Turbo heads back down to the zero line and then bounces back in the same direction of the prevailing trend. These are fantastic continuation trades if you missed the initial entry either on the zero line cross or on the trend bar establishment. ZLR trades are only viable when you have the ChopZone indicator showing a trend (turquoise/cyan for uptrend, dark red for downtrend), the LSMA line is green for an uptrend or red for a downtrend, and the SideWinder is either green confirming the uptrend or red confirming the downtrend. 3) Hook From Extreme. This is the exact same as the Zero Line Reject trade, however, the CCI Turbo now goes to the +100/-100 line (whichever is opposite the currently established trend) and then hooks back into the established trend direction. Ideally the HFE trade needs to have the Long CCI Histogram above/below the corresponding 100 level and the CCI Turbo both breaks the 100 level on the trend side and when it does break it has increased ~20 points from the previous value (i.e. CCI Histogram = +150 with LSMA, CZ, and SW all matching up and trend bars printed on CCI Histogram, CCI Turbo went to -120 and bounced to +80 on last 2 bars, current bar closes with CCI Turbo closing at +110). 4) Trend Line Break. Either the CCI Turbo or CCI Histogram, whichever you prefer (I find the Turbo a bit more accurate since its a faster value) creates a series of higher highs/lows you can draw a trend line linking them. When the line breaks the trendline that is your signal to take a counter trade position. For example, if the CCI Turbo is making consistently higher lows and then breaks the trendline through the zero line, you can then go short. This is a good continuation trade. 5) The Tony Trade. Consider this like a combination zero line reject, trend line break, and weak zero line cross all in one. The idea is that the SW, CZ, and LSMA values are all established in one direction. The CCI Histogram should be in an established trend and then cross the zero line but never break the 100 level on the new side as long as it has not printed more than 9 bars on the new side. If the CCI Histogram prints 9 or less bars on the new side and then breaks the trendline and crosses back to the original trend side, that is your signal to take a reversal trade. This is best used in the Elder Triple Screen method (discussed in final section) as a failed dip or rip. 6) The GB100 Trade. This is a similar trade as the Tony Trade, however, the CCI Histogram can break the 100 level on the new side but has to have made less than 6 bars on the new side. A trendline break is not necessary here either, it is more of a "pop and drop" or "momentum failure" trade trying in the new direction. 7) The Famir Trade. This is a failed CCI Long Histogram ZLR trade and is quite complicated. I have never traded this but it is in the pamphlet. Essentially you have a typical ZLR reject (i.e. all components saying it is likely a long/short continuation trade), but the ZLR only stays around the 50 level, goes back to the trend side, fails there as well immediately after 1 bar and then rebreaks to the new side. This is important to be considered with the LSMA value matching the side of the trade, so if the Famir says to go long, you need the LSMA indicator to also say to go long. 8) The Vegas Trade. This is essentially a trend-reversal trade that takes into account the LSMA and a cup and handle formation on the CCI Long Histogram after it has reached an extreme value (+200/-200). You will see the CCI Histogram hit the extreme value, head towards the zero line, and then sort of round out back in the direction of the extreme price. The low point where it reversed back in the direction of the extreme can be considered support or resistance on the CCI and once the CCI Long Histogram breaks this level again, with LSMA confirmation, you can take a counter trend trade with a stop under/over the highest/lowest point of the last 2 bars as you want to be out quickly if you are wrong without much damage but can get a huge win if you are right and add later to the position once a new trade has formed. 9) The Ghost Trade. This is nothing more than a(n) (inverse) head and shoulders pattern created on the CCI. Draw a trend line connecting the head and shoulders and trade a reversal trade once the CCI Long Histogram breaks the trend line. Same deal as the Vegas Trade, stop over/under the most recent 2 bar high/low and add later if it is a winner but cut quickly if it is a loser. Like I said, this is a complicated system and could quite literally take years to master if you wanted to go into the patterns and master them. I prefer to trade it in a much simpler format, using the Elder Triple Screen System. First, since I am a day trader, I look to use the 20 period Woodie's on the hourly and look at the CZ, SW, and LSMA values to make sure they all match the direction of the CCI Long Histogram (a trend establishment is not necessary here). It shows you the hourly trend as your "tide". I then drill down to the 15 minute time frame and use the Turbo CCI break in the opposite direction of the trend as my "wave" and to indicate when there is a dip or rip against the main trend. Lastly, I drill down to a 3 minute time frame and enter when the CCI Long Histogram turns back to match the main trend ("ripple") as long as the CCI Turbo has broken the 100 level in the matched direction. Enjoy, and please read the pamphlet if you have any questions about the patterns as they are not how I use these and will not be able to answer those questions.
Pine Script® indicator
by christoefert
11
CheckmateTrades - Pivots End GameThis indicator is based on the Pivot study. Traders will be able to plot CPR, Standard floor pivots as well as Camarilla Pivots on multiple timeframes. Why pivots from multiple timeframes are relevant and included in this one indicator? We can analyse pivots on multiple timeframes for different trading setups. As in, Daily floor pivots are best suited for analysing the market trend for Day trading. Similarly, Weekly and Monthly floor pivots can be analysed for Swing and positional trading entries. Whereas yearly pivot is best suited for trend analysis for investment purpose. What is the relevance of plotting tomorrow's pivot level in advance? Pivot are calculated based on the price happened on a previous day. And hence trader can plot tomorrow pivots in advance to shortlist stocks for tomorrow's trading session. TimeFrames Available to traders are – 1. Daily 2. Weekly 3. Monthly A) Daily Pivots Present Day – 1. Trader can plot Daily CPR 2. Trader can plot Daily R1, R2, R3 and R4 pivot resistance levels 3. Trader can plot Daily S1, S2, S3 and S4 pivot support levels 4. Trader can plot Daily Camarilla levels Future Day – 1. Trader can plot Tomorrow CPR 2. Trader can plot Tomorrow R1, R2, R3 and R4 pivot resistance levels 3. Trader can plot Tomorrow S1, S2, S3 and S4 pivot support levels 4. Trader can plot Tomorrow Camarilla levels 5. Previous Day High and Low B) Weekly Pivots Present Week – 1. Trader can plot Present week CPR 2. Trader can plot Present week R1, R2, R3 and R4 pivot resistance levels 3. Trader can plot Present week S1, S2, S3 and S4 pivot support levels 4. Trader can plot Present week Camarilla levels Next Week – 1. Trader can plot Next week CPR 2. Trader can plot Next week R1, R2, R3 and R4 pivot resistance levels 3. Trader can plot Next week S1, S2, S3 and S4 pivot support levels 4. Trader can plot Next week Camarilla levels 5. Previous Week High and Low C) Monthly Pivots Present Month – 1. Trader can plot Present Month CPR 2. Trader can plot Present Month R1, R2, R3 and R4 pivot resistance levels 3. Trader can plot Present Month S1, S2, S3 and S4 pivot support levels 4. Trader can plot Present Month Camarilla levels Next Month – 1. Trader can plot Next Month CPR 2. Trader can plot Next Month R1, R2, R3 and R4 pivot resistance levels 3. Trader can plot Next Month S1, S2, S3 and S4 pivot support levels 4. Trader can plot Next Month Camarilla levels 5. Previous Month High and Low Moreover, I have also included SMA (Simple moving averages) study in this indicator. Trader can add 20,50 & 200 SMA on there charts. Why is it relevant? Trader can get a visual confirmation of an up-trending or an down-trending move by looking at rising or falling 20 & 50 SMA respectively Usually in an uptrending stocks. 20 & 50 SMA will move in parallel to each other and will rise upwards. Price will tend to trade above the 20 SMA and 20 SMA will continue to act as a support.
Pine Script® indicator
by CheckMateTrades
10
Bitcoin - MA Crossover StrategyBefore You Begin: Please read these warnings carefully before using this script, you will bear all fiscal responsibility for your own trades. Trading Strategy Warning - Past performance of this strategy may not equal future performance, due to macro-environment changes, etc. Account Size Warning - Performance based upon default 10% risk per trade, of account size $100,000. Adjust BEFORE you trade to see your own drawdown. Time Frame - D1 and H4. H4 has a lower profit factor (more fake-outs, and account drawdown), D1 recommended. Trend Following System - Profitability of this system is dependent on STRONG future trends in Bitcoin (BTCUSD). Default Settings: This script was tested on Daily and 4 Hourly charts using the following default settings. Note that 4 Hourly exhibits higher drawdowns and lower profit factor, whilst Daily appears more stable. Account Size ($): 100,000 (please adjust to simulate your own risk) Equity Risk (%): 10 (please adjust to simulate your own risk) Fast Moving Average (Period): 20 Slow Moving Average (Period): 40 Relative Strength Index (Period): 14 Trading Mechanism: Trend following strategies work well for assets that display the tendency of long-trends. Please do not use this script on financial assets that have a historical tendency for mean reversion. Bitcoin has historically exhibited strong trends, and thus this script is designed to capitalise on that behaviour. It is hoped (but we cannot predict), that Bitcoin will strongly trend in the coming days. LONG: Enter Long - When fast moving average (20) crosses ABOVE slow moving average (40) Exit Long - When fast moving average (20) crosses BELOW slow moving average (40) SHORT: Enter Short - When fast moving average (20) crosses BELOW slow moving average (40) Exit Short - When fast moving average (20) crosses ABOVE slow moving average (40) Risk Warnings: Do note that "moving averages" are a lagging indicator, and as such heavy drawdowns could occur when a trade is open. If you are trading this system manually, it is best to avoid emotions and let the system tell you when to enter and exit. Do not panic and exit manually when under heavy drawdown, always follow the system. Do not be emotional. If possible, connect this to your broker for auto-trading. Ensure that your risk per trade (Equity Risk) is SMALL enough that it does not result in a margin-call on your trading account. Equity risk must always be considered relative to your total account size. Remember: You bear all financial responsibility for your trades, best of luck.
Pine Script® strategy
by UnknownUnicorn1373033
3
Donchian Channel CloudsFor this indicator, I got inspired by this paragraph in an article on Investopedia: "Donchian channels also make natural partners with another moving average indicator for a crossover strategy. The Donchian moving average middle line is likely to form the short-term average in these situations, although some have used a 20-day Donchian channel in conjunction with a five- or 10-day channel to exit a position before a consolidation eats into short-term profits." The default is a 20-period Donchian channel with the middle line from a 10-period channel superimposed on it. Red for 20, green for 10. When 10 is over 20, the cloud between them is green; the cloud is red when 20 is over 10.
Pine Script® indicator
by stvch
(JS)DMI BarsAlright - so this is my own version of John Carter's "10x Bars"... I have done multiple things that are different from his version so they are slightly different.. So first of all the main indicator is based off of the ADX and the DMI; For those who aren't familiar with it, Directional Movement is what you'd pull up under "built-in's" from the indicators tab (if you want to check it out). The standard interpretation of this however, is when the ADX is above 20 that suggests the trend is strong, whereas under 20 suggests it is weak. Also, when the D+ is above the D- that suggests a bullish trend, and D- above D+ suggests a bearish trend. These bars take away the need to have it at the bottom of your screen, and places the data on the bars on your chart instead. ========================================================================================================================================= So here's what the colors stand for - Yellow - The ADX is under 20, no strength in trend Shades of green occur when the ADX is above 20 and there's a bullish trend (D+ higher than D-) Bright Green (Lime) - Bullish trend, D+ above 30 Green - Bullish Trend Yellow Green - Bullish trend, D+ below 15 Shades of red occur when the ADX is above 20 and there's a bearish trend (D- higher than D+) Bright Red - Bearish trend, D- above 30 Red - Bearish Trend Orange - Bearish trend, D- below 15 ========================================================================================================================================= I have also added multiple time frame labels (label script used is the one created by Ricardo Santos) These labels are color coded the same as the bars/candles, and they appear off to the right of your screen using every built in time increment from TradingView. The purpose is to show you in real time, and on any chart resolution, what the current trend is on every individual time frame. So using just one single chart you'll see your current resolutions candles, but also on the labels you'll see: 1 Minute 3 Minute 5 Minute 15 Minute 30 Minute 45 Minute 1 Hour 2 Hour 3 Hour 4 Hour Daily Weekly Monthly There is an input I added that allows you to adjust where your labels appear on the side of your screen as well! ========================================================================================================================================= Now onto the volume spike portion of the indicator. This will plot a blue dot under each bar that has a spike in volume which meets your specified criteria. I have 500% as the default setting. What that means is that this indicator looks back and gets the 50 bar volume average and then applies dots where volume is 500% above average. ========================================================================================================================================= Now finally, the reversal arrows. This is another simple to understand concept that I first read in John Carter's book "Mastering the Trade" that he calls "HOLP/LOHP". I have added the ability to change the look back period you'd like the indicator to watch for highs and lows on. What that stands for is 'High of Low Period' and 'Low of High Period', and it is used like this- Whenever a bar makes a new high the indicator watches the low on that highest bar. Then when a bar afterwards makes a lower low then the one on the high bar, a reversal arrow is given. Apply this same concept in the other direction in for the highs on the lowest bars. ========================================================================================================================================= Now, I didn't want to make a "set" or have a bunch of different indicators out there that are all intended for the same package, so I took the time to put them together, and if there's a part of it you don't care for they can easily be turned off in the settings. Enjoy!
Pine Script® indicator
by J-Streak
11
MACD/EMA/SMA/Ichimoku Confluence StrategyThis strategy uses a number of chart indicators to provide a Bullish/Bearish signal. Using a combination of the 200 SMA, the 20 EMA, the MACD and the Ichimoku cloud, the strategy logic will adjust the amount of confluence required between the indicators depending on how bullish or bearish the chart is looking. The logic looks for the following: - Are we above or below the 200 SMA? - Are we above or below the 20 EMA? - Have we had a bullish MACD cross? - Where are we in relation to the Ichimoku cloud? If the coin is below the 200 SMA, then the strategy will only give a buy signal if the coin closes a candle above the 20 EMA AND the MACD is bullish and either the Ichimoku cloud is green, or the coin is above the Ichimoku cloud (regardless of colour). If the coin is above the 200 SMA, Then the strategy will give a buy signal if the coin closes a candle above the 20 EMA AND the MACD is bullish and the coin is either IN the cloud (not necessarily above it) or the cloud is green. The reverse is true for a sell signal, i.e. when the coin is above the 200 SMA it must close a candle below the Ichimoku cloud and be bearish in relation to the 20 EMA and MACD. If it is below the 200 SMA, then the strategy will give a sell signal if the the EMA/MACD conditions are true and the coin enters the cloud. This strategy gives a fairly conservative signal for entry and exit points, but is fairly successful across a number of time frames, both short term and long term. As with all my strategies, I only include LONG entries and closes, not SHORT entries (as I find they make for inaccurate backtesting). Please feel free to like, share, critique and suggest any improvements to this strategy. All feedback, positive and negative, is appreciated.
Pine Script® strategy
by CryptoTalksOfficial
3
Wyckoff Volume ColorThis volume indicator is intended to be used for the Wyckoff strategy. Green volume bar indicates last price close above close 10 days ago together with volume larger than 2 * SMA(volume, 20) Blue volume bar indicates last price close above close 10 days ago together with volume less than 2 * SMA(volume, 20) Orange volume bar indicates last price close lower than close 10 days ago together with volume less than 2 * SMA(volume, 20) Red volume bar indicates last price close lower than close 10 days ago together with volume larger than 2 * SMA(volume, 20) The main purpose is to have green bars with a buying climax and red bars with a selling climax. Three variables can be changed by simply pressing the settings button. How many days back the closing price is compared to. Now 10 days. How many times the SMA(volume) is multiplied by. Now times 2. How many days the SMA(volume) consists by. Now 20 days.
Pine Script® indicator
by SannaTrading
13
6EMA/SMA/RMA + Smart Money Channels + ICT ConceptsSection 1: 6EMA/SMA/RMA + Forecasting All 6 moving averages with their original parameters (lengths: 20, 100, 250, 75, 200, 300) Moving average type selection (SMA, EMA, RMA) Forecast functionality with Repetition and Linear Regression options Source selection for each moving average Forecast plotting with circles Section 2: Smart Money Breakout Channels Channel detection with normalization and box detection lengths Volume analysis with different display modes (Volume, Comparison, Delta) Nested channels option Strong closes only feature Bullish/bearish breakout signals Volume visualization within channels Section 3: ICT Concepts Market Structure Shifts (MSS) and Break of Structure (BOS) Order Blocks with swing lookback Liquidity zones (buyside/sellside) Fair Value Gaps (FVG) and Implied Fair Value Gaps (IFVG) Volume Imbalances NWOG/NDOG (New Week/Day Opening Gaps) Displacement detection Killzones (New York, London Open/Close, Asian sessions) Fibonacci levels between various elements
Pine Script® indicator
by lohanineeraj
EMA-RSI-MACD-Volume-Candle Combo HÂN HÂN//@version=5 indicator("EMA-RSI-MACD-Volume-Candle Combo", overlay=true) // === EMA 20 & 50 === ema20 = ta.ema(close, 20) ema50 = ta.ema(close, 50) goldenCross = ta.crossover(ema20, ema50) // EMA20 cắt lên EMA50 plot(ema20, color=color.yellow, title="EMA 20") plot(ema50, color=color.orange, title="EMA 50") // === RSI (14) === rsi = ta.rsi(close, 14) rsiCondition = rsi <= 30 // === MACD === macd = ta.ema(close, 12) - ta.ema(close, 26) signal = ta.ema(macd, 9) macdCondition = macd > 0 // === Volume breakout === volMA = ta.sma(volume, 20) volCondition = volume > volMA * 1.5 // Volume > 150% so với MA20 // === Candlestick reversal patterns === // Bullish Engulfing bullEngulf = close < open and close > open and close >= open and open <= close // Hammer hammer = (close > open) and ((high - low) > 3 * (open - close)) and ((close - low) / (0.001 + high - low) > 0.6) candleCondition = bullEngulf or hammer // === Combined Signal === buySignal = goldenCross and rsiCondition and macdCondition and volCondition and candleCondition // Plot signals on chart plotshape(buySignal, title="BUY Signal", style=shape.labelup, color=color.green, text="BUY", location=location.belowbar, size=size.large) // Alerts alertcondition(buySignal, title="BUY Signal Alert", message="EMA20>EMA50 + RSI≤30 + MACD>0 + Volume Breakout + Reversal Candle")
Pine Script® indicator
by NGOCHAVIPPRO
TURT Donchian Ladder v3.13How to trade TURT+ with the v3.13 script 1) Pick the system & arm the entry • In the script, choose System = S1 (20D) or S2 (55D). The HUD always shows both rails for reference, but the ladder (Entry/+Adds) uses the system you pick. • Your Entry is shown as Pivot + 0.1×N (rounded). • Place a stop-limit “parent” order at that Entry price. (Classic Turtle uses an entry stop; I suggest a tight limit offset so you don’t chase a blow-through.) • Initial stop = N2 = Entry − 2×N (rounded). Put that in immediately. If you like only confirming on a bar close, leave confirmClose = true and place the parent after the close that breaks out. If you want intrabar fills, set confirmClose = false and keep the stop-limit active intraday. 2) Size it the way you planned • Set acctEquity / riskCapPct / posCapUSD / entryFrac / entryRiskFrac / sizingMode. • HUD gives Rec Entry Qty (when flat) and, once in, it shows: • Next Rung (price) • Suggested AddShares (honors RiskCap & PosCap) • Proj Stop if Add (ratcheted N2) • A limiter note (RiskCap or PosCap) if you’re constrained. 3) After entry fills, stage the ADDs (only at fixed +N steps) • Adds are NOT “every Donchian break.” You add only at: • Add-1 = Entry + 0.5×N • Add-2 = Entry + 1.0×N • Add-3 = Entry + 1.5×N (optional) • Use the HUD’s Suggested AddShares for each rung (it respects your RiskCap/PosCap). • Place stop-limit orders for each add (either immediately as a contingent OTO chain that arms only after Entry fills, or you arm each add when price approaches—your choice). • On each add fill, ratchet the catastrophic stop for the entire position to Last-Add − 2×N (the script and HUD show Proj Stop if Add so you know where it will land). Never move it lower. Pro tip: If your broker supports OTO/OTOCO: • OTO parent = Entry stop-limit. • On fill, fire an OCO with the N2 stop (no target), and also stage child stop-limits for Add-1 / Add-2 / Add-3 with the correct sizes. If your broker can’t chain that deep, just use the script’s alerts (Entry/Add-1/Add-2/Add-3/Exits) to place/adjust orders quickly. 4) Exits (two layers) • Catastrophic (always on): the N2 stop you’re ratcheting (Last-Add − 2×N). • Trend exits (runner): • S1: 10-low close (HUD shows it). • S2: 20-low close (HUD shows it). • Profit-taking (optional): sell ~50% at +2.5R to +3R vs current N2; let the runner trail with 10-low/20-low. You can keep N2 as a hard backstop. 5) Should you pre-set everything or buy live? Both work; pick the style that fits you: Preset (Turtle-pure, rules-based) • ✅ You won’t miss the breakout; minimal discretion. • ✅ Broker handles fills even if you’re away. • ⚠️ You may get the occasional intraday “poke” (use confirmClose + place after close if you want fewer). Buy on break manually • ✅ Lets you check tape/volume or any extra gates before clicking. • ⚠️ Higher chance of slippage or of simply missing the trigger. A nice hybrid: place the Entry order, then arm Add-1/2/3 when price is nearing each rung and the HUD shows Suggested AddShares > 0 (green risk read). ⸻ 6) Quick checklist per trade 1. System: S1 or S2? 2. Levels: Entry / Add-1 / Add-2 / Add-3 / 10-low / 20-low / N2 (rounded). 3. Sizing: confirm RiskCap/PosCap; HUD shows Suggested AddShares and limiter. 4. Orders: • Parent Entry stop-limit. • N2 stop (rounded). • Stage adds (stop-limits) with sizes from HUD. 5. On fill: ratchet stop to Last-Add − 2×N; adjust remaining adds and sizes. ⸻ 7) Example with your MU position (pattern) • You’re already in: set entryQty and entryPman in the inputs to match your fill. • HUD now focuses on Next Rung, Suggested AddShares, and Proj Stop if Add. • If Suggested AddShares = 0 and limiter says RiskCap or PosCap, you’ll still see the next rung price and Proj Stop if Add so you can decide whether to override. ⸻ Bottom line • Entry: buy the Donchian breakout + 0.1N with a stop-limit (Turtle style). • Adds: only at +0.5N steps, sized by HUD; not on every future Donchian break. • Stops: keep (and ratchet) the N2 catastrophic; trail runner on 10-low / 20-low. If you want, tell me your broker/platform and I’ll map this to exact order ticket types (stop-limit/OTO/OCO) and a tiny checklist you can keep next to your screen.
Pine Script® indicator
by raghav2493
SMA ProjectionWhat it does Draws a linear projection of a Simple Moving Average (SMA) 20 bars into the future using the SMA’s recent slope. Optionally shows a tiny momentum flag (just a number) positioned 0.75× ATR below the SMA on the last bar. No future data is read; everything updates on the current bar only. How it works SMA: Standard SMA on your chosen source and length. Projection (fixed 20 bars): Uses a linear extrapolation from the last SMA value with slope slope = (ma - ma ) / slopeLen Momentum magnitude (optional): A signed number where >0 = up-slope, <0 = down-slope, ~0 = flat. Units are selectable: price/bar, %/bar, or ATR/bar (default). The flag is rendered small and colored teal (pos) / red (neg) / gray (flat). Key features Fixed 20-bar projection (no input—keeps it simple and comparable). Tiny numeric momentum flag (off by default) placed well below the line (0.75× ATR). Unit choices for momentum: price/bar, %/bar, ATR/bar. Deadband option to zero-out tiny slopes. Non-repainting projection: drawn only on the last bar; updates each candle. Inputs (summary) SMA length and Source Slope lookback (for magnitude) Show momentum flag (default: Off) Magnitude units: price/bar, %/bar, ATR/bar (default) Deadband and Decimals for display control Tips For smoother projections, increase slope lookback; for responsiveness, decrease it. Use ATR/bar or %/bar if you want momentum values that are more comparable across symbols and timeframes. The projection is indicative, not predictive—combine with structure, volume, and risk management. Notes & limits The “future” line is just a linear extrapolation from recent behavior; regime shifts will break linearity. The momentum flag text is intentionally minimal to avoid chart clutter. Works on any timeframe; the projection distance is always 20 bars on that timeframe. Tags: SMA, moving average, projection, slope, momentum, ATR, extrapolation, non-repainting, trading tools
Pine Script® indicator
by limit_buy_69
Dow Theory Indicator## 🎯 Key Features of the Indicator ### 📈 Complete Implementation of Dow Theory - Three-tier trend structure: primary trend (50 periods), secondary trend (20 periods), and minor trend (10 periods). - Swing point analysis: automatically detects critical swing highs and lows. - Trend confirmation mechanism: strict confirmation logic based on consecutive higher highs/higher lows or lower highs/lower lows. - Volume confirmation: ensures price moves are supported by trading volume. ### 🕐 Flexible Timeframe Parameters All key parameters are adjustable, making it especially suitable for U.S. equities: Trend analysis parameters: - Primary trend period: 20–200 (default 50; recommended 50–100 for U.S. stocks). - Secondary trend period: 10–100 (default 20; recommended 15–30 for U.S. stocks). - Minor trend period: 5–50 (default 10; recommended 5–15 for U.S. stocks). Dow Theory parameters: - Swing high/low lookback: 5–50 (default 10). - Trend confirmation bar count: 1–10 (default 3). - Volume confirmation period: 10–100 (default 20). ### 🇺🇸 U.S. Market Optimizations - Session awareness: distinguishes Regular Trading Hours (9:30–16:00 EST) from pre-market and after-hours. - Pre/post-market weighting: adjustable weighting factor for signals during extended hours. - Earnings season filter: automatically adjusts sensitivity during earnings periods. - U.S.-optimized default parameters. ## 🎨 Visualization 1. Trend lines: three differently colored trend lines. 2. Background fill: green (uptrend) / red (downtrend) / gray (neutral). 3. Signal markers: arrows, labels, and warning icons. 4. Swing point markers: small triangles at key turning points. 5. Info panel: real-time display of eight key metrics. ## 🚨 Alert System - Trend turning to up/down. - Strong bullish/bearish signals (dual confirmation). - Volume divergence warning. - New swing high/low formed. ## 📋 How to Use 1. Open the Pine Editor in TradingView. 2. Copy the contents of dow_theory_indicator.pine. 3. Paste and click “Add to chart.” 4. Adjust parameters based on trading style: - Long-term investing: increase all period parameters. - Swing trading: use the default parameters. - Short-term trading: decrease all period parameters. ## 💡 Parameter Tips for U.S. Stocks - Large-cap blue chips (AAPL, MSFT): primary 60–80, secondary 25–30. - Mid-cap growth stocks: primary 40–60, secondary 18–25. - Small-cap high-volatility stocks: primary 30–50, secondary 15–20.
Pine Script® indicator
by boyue_sw
Cardwell RSI by TQ📌 Cardwell RSI – Enhanced Relative Strength Index This indicator is based on Andrew Cardwell’s RSI methodology , extending the classic RSI with tools to better identify bullish/bearish ranges and trend dynamics. In uptrends, RSI tends to hold between 40–80 (Cardwell bullish range). In downtrends, RSI tends to stay between 20–60 (Cardwell bearish range). Key Features : Standard RSI with configurable length & source Fast (9) & Slow (45) RSI Moving Averages (toggleable) Cardwell Core Levels (80 / 60 / 40 / 20) – enabled by default Base Bands (70 / 50 / 30) in dotted style Optional custom levels (up to 3) Alerts for MA crosses and level crosses Data Window metrics: RSI vs Fast/Slow MA differences How to Use : Monitor RSI behavior inside Cardwell’s bullish (40–80) and bearish (20–60) ranges Watch RSI crossovers with Fast (9) and Slow (45) MAs to confirm momentum or trend shifts Use levels and alerts as confluence with your trading strategy Default Settings : RSI Length: 14 MA Type: WMA Fast MA: 9 (hidden by default) Slow MA: 45 (hidden by default) Cardwell Levels (80/60/40/20): ON Base Bands (70/50/30): ON
Pine Script® indicator
by TradeQUO
1
ADX MTF mura visionOverview ADX MTF — mura vision measures trend strength and visualizes a higher-timeframe (HTF) ADX on any chart. The current-TF ADX is drawn as a line; the HTF ADX is rendered as “step” segments to reflect closed HTF bars without repainting. Optional soft fills highlight the 20–25 (trend forming) and 40–50 (strong trend) zones. How it works ADX (current TF) : Classic Wilder formulation using DI components and RMA smoothing. HTF ADX : Requested via request.security(..., lookahead_off, gaps_off). When a new HTF bar opens, the previous value is frozen as a horizontal segment. The current HTF bar is shown as a live moving segment. This staircase look is expected on lower timeframes. Auto timeframe mapping If “Auto” is selected, the HTF is derived from the chart TF: <30m → 60m, 30–<240m → 240m, 240m–<1D → 1D, 1D → 1W, 1W/2W → 1M, ≥1M → same. Inputs DI Length and ADX Smoothing — core ADX parameters. Higher Time Frame — Auto or a fixed TF. Line colors/widths for current ADX and HTF ADX. Fill zone 20–25 and Fill zone 40–50 — optional light background fills. Number of HTF ADX Bars — limits stored HTF segments to control chart load. Reading the indicator ADX < 20: typically range-bound conditions; trend setups require extra caution. 20–25: trend emergence; breakouts and continuation structures gain validity. 40–50: strong trend; favor continuation and manage with trailing stops. >60 and turning down: possible trend exhaustion or transition toward range. Note: ADX measures strength, not direction. Combine with your directional filter (e.g., price vs. MA, +DI/−DI, structure/levels). Non-repainting behavior HTF values use lookahead_off; closed HTF bars are never revised. The only moving piece is the live segment for the current HTF bar. Best practices Use HTF ADX as a regime filter; time entries with the current-TF ADX rising through your threshold. Pair with ATR-based stops and a MA/structure filter for direction. Consider higher thresholds on highly volatile altcoins. Performance notes The script draws line segments for HTF bars. If your chart becomes heavy, reduce “Number of HTF ADX Bars.” Disclaimer This script is for educational purposes only and does not constitute financial advice. Trading involves risk.
Pine Script® indicator
by trading_mura
EMA/VWAP SuiteEMA/VWAP Suite Overview The EMA/VWAP Suite is a versatile and customizable Pine Script indicator designed for traders who want to combine Exponential Moving Averages (EMAs) and Volume Weighted Average Prices (VWAPs) in a single, powerful tool. It overlays up to eight EMAs and six VWAPs (three anchored, three rolling) on the chart, each with percentage difference labels to show how far the current price is from these key levels. This indicator is perfect for technical analysis, supporting strategies like trend following, mean reversion, and VWAP-based trading. By default, the indicator displays eight EMAs and a session-anchored VWAP (AVWAP 1, in fuchsia) with their respective percentage difference labels, keeping the chart clean yet informative. Other VWAPs and their bands are disabled by default but can be enabled and customized as needed. The suite is designed to minimize clutter while providing maximum flexibility for traders. Features - Eight Customizable EMAs: Plot up to eight EMAs with user-defined lengths (default: 3, 9, 19, 38, 50, 65, 100, 200), each with a unique color for easy identification. - EMA Percentage Difference Labels: Show the percentage difference between the current price and each EMA, displayed only for visible EMAs when enabled. - Three Anchored VWAPs: Plot VWAPs anchored to the start of a session, week, or month, with customizable source, offset, and band multipliers. AVWAP 1 (session-anchored, fuchsia) is enabled by default. - Three Rolling VWAPs: Plot VWAPs calculated over fixed periods (default: 20, 50, 100), with customizable source, offset, and band multipliers. - VWAP Bands: Optional upper and lower bands for each VWAP, based on standard deviation with user-defined multipliers. - VWAP Percentage Difference Labels: Display the percentage difference between the current price and each VWAP, shown only for visible VWAPs. Enabled by default to show the AVWAP 1 label. - Customizable Colors: Each VWAP has a user-defined color via input settings, with labels matching the VWAP line colors (e.g., AVWAP 1 defaults to fuchsia). Flexible Display Options: Toggle individual EMAs, VWAPs, bands, and labels on or off to reduce chart clutter. Settings The indicator is organized into intuitive setting groups: EMA Settings Show EMA 1–8 : Toggle each EMA on or off (default: all enabled). EMA 1–8 Length : Set the period for each EMA (default: 3, 9, 19, 38, 50, 65, 100, 200). Show EMA % Difference Labels : Enable/disable percentage difference labels for all EMAs (default: enabled). EMA Label Font Size (8–20) : Adjust the font size for EMA labels (default: 10, mapped to “tiny”). Anchored VWAP 1–3 Settings Show AVWAP 1–3 : Toggle each anchored VWAP on or off (default: AVWAP 1 enabled, others disabled). AVWAP 1–3 Color : Set the color for each VWAP line and its label (default: fuchsia for AVWAP 1, purple for AVWAP 2, teal for AVWAP 3). AVWAP 1–3 Anchor : Choose the anchor period (“Session,” “Week,” “Month”; default: Session for AVWAP 1, Week for AVWAP 2, Month for AVWAP 3). AVWAP 1–3 Source : Select the price source (default: hlc3). AVWAP 1–3 Offset : Set the horizontal offset for the VWAP line (default: 0). Show AVWAP 1–3 Bands : Toggle upper/lower bands (default: disabled). AVWAP 1–3 Band Multiplier : Adjust the standard deviation multiplier for bands (default: 1.0). Rolling VWAP 1–3 Settings Show RVWAP 1–3 : Toggle each rolling VWAP on or off (default: disabled). RVWAP 1–3 Color : Set the color for each VWAP line and its label (default: navy for RVWAP 1, maroon for RVWAP 2, fuchsia for RVWAP 3). RVWAP 1–3 Period Length : Set the period for the rolling VWAP (default: 20, 50, 100). RVWAP 1–3 Source : Select the price source (default: hlc3). RVWAP 1–3 Offset : Set the horizontal offset (default: 0). Show RVWAP 1–3 Bands : Toggle upper/lower bands (default: disabled). RVWAP 1–3 Band Multiplier : Adjust the standard deviation multiplier for bands (default: 1.0). VWAP Label Settings Show VWAP % Difference Labels : Enable/disable percentage difference labels for all VWAPs (default: enabled, showing AVWAP 1 label). VWAP Label Font Size (8–20) : Adjust the font size for VWAP labels (default: 10, mapped to “tiny”). How It Works EMAs : Calculated using ta.ema(close, length) for each user-defined period. Percentage differences are computed as ((close - ema) / close) * 100 and displayed as labels for visible EMAs when show_ema_labels is enabled. Anchored VWAPs : Calculated using ta.vwap(source, anchor, 1), where the anchor is determined by the selected timeframe (Session, Week, or Month). Bands are computed using the standard deviation from ta.vwap. Rolling VWAPs : Calculated using ta.vwap(source, length), with bands based on ta.stdev(source, length). Labels : Updated on each new bar (ta.barssince(ta.change(time) != 0) == 0) to show percentage differences. Labels are only displayed for visible EMAs/VWAPs to avoid clutter. Color Matching: VWAP labels use the same color as their corresponding VWAP lines, set via input settings (e.g., avwap1_color for AVWAP 1). Example Use Cases - Trend Following: Use longer EMAs (e.g., 100, 200) to identify trends and shorter EMAs (e.g., 3, 9) for entry/exit signals. - Mean Reversion: Monitor percentage difference labels to spot overbought/oversold conditions relative to EMAs or VWAPs. - VWAP Trading: Use the default session-anchored AVWAP 1 for intraday trading, adding weekly/monthly VWAPs or rolling VWAPs for broader context. - Intraday Analysis: Leverage the session-anchored AVWAP 1 (enabled by default) for day trading, with bands as support/resistance zones.
Pine Script® indicator
by poor_dev
ATR Extension from Moving Average, with Robust Sigma Bands # ATR Extension from Moving Average, with Robust Sigma Bands **What it does** This indicator measures how far price is from a selected moving average, expressed in **ATR multiples**, then overlays **robust sigma bands** around the long run central tendency of that extension. Positive values mean price is extended above the MA, negative values mean price is extended below the MA. The signal adapts to volatility through ATR, which makes comparisons consistent across symbols and regimes. **Why it can help** * Normalizes distance to an MA by ATR, which controls for changing volatility * Uses the **bar’s extreme** against the MA, not just the close, so it captures true stretch * Computes a **median** and **standard deviation** of the extension over a multi-year window, which yields simple, intuitive bands for trend and mean-reversion decisions --- ## Inputs * **MA length**: default 50, options 200, 64, 50, 20, 9, 4, 3 * **MA timeframe**: Daily or Weekly. The MA is computed on the chosen higher timeframe through `request.security`. * **MA type**: EMA or SMA * **Years lookback**: 1 to 10 years, default 5. This sets the sample for the median and sigma calculation, `years * 365` bars. * **Line width**: visual width of the plotted extension series * **Table**: optional on-chart table that displays the current long run **median** and **sigma** of the extension, with selectable text size **Fixed parameters in this release** * **ATR length**: 20 on the daily timeframe * **ATR type**: classic ATR. ADR percent is not enabled in this version. --- ## Plots and colors * **Main plot**: “Extension from 50d EMA” by default. Value is in **ATR multiples**. * **Reference lines**: * `median` line, black dashed * +2σ orange, +3σ red * −2σ blue, −3σ green --- ## How it is calculated 1. **Moving average** on the selected higher timeframe: EMA or SMA of `close`. 2. **Extreme-based distance** from MA, as a percent of price: * If `close > MA`, use `(high − MA) / close * 100` * Else, use `(low − MA) / close * 100` 3. **ATR percent** on the daily timeframe: `ATR(20) / close * 100` 4. **ATR multiples**: extension percent divided by ATR percent 5. **Robust center and spread** over the chosen lookback window: * Center: **median** of the ATR-multiple series * Spread: **standard deviation** of that series * Bands: center ± 1σ, 2σ, 3σ, with 2σ and 3σ drawn This design yields an intuitive unit scale. A value of **+2.0** means price is about 2 ATR above the selected MA by the most stretched side of the current bar. A value of **−3.0** means roughly 3 ATR below. --- ## Practical use * **Trend continuation** * Sustained readings near or above **+1σ** together with a rising MA often signal healthy momentum. * **Mean reversion** * Spikes into **±2σ** or **±3σ** can identify stretched conditions for fade setups in range or late-trend environments. * **Regime awareness** * The **median** moves slowly. When median drifts positive for many months, the market spends more time extended above the MA, which often marks bullish regimes. The opposite applies in bearish regimes. **Notes** * The MA can be set to Weekly while ATR remains Daily. This is deliberate, it keeps the normalization stable for most symbols. * On very short intraday charts, the extension remains meaningful since it references the session’s extreme against a higher-timeframe MA and a daily ATR. * Symbols with short histories may not fill the lookback window. Bands will adapt as data accrues. --- ## Table overlay Enable **Table → Show** to see: * “ATR from \” * Current **median** and **sigma** of the extension series for your lookback --- ## Recommended settings * **Swing equities**: 50 EMA on Daily, 5 to 7 years * **Index trend work**: 200 EMA on Daily, 10 years * **Position trading**: 20 or 50 EMA on Weekly MA, 5 to 10 years --- ## Interpretation examples * Reading **+2.7** with price above a rising 50 EMA, near prior highs * Strong trend extension, consider pyramiding in trend systems or waiting for a pullback if you are a mean-reverter. * Reading **−2.2** into multi-month support with flattening MA * Stretch to the downside that often mean-reverts, size entries based on your system rules. --- ## Credits The concept of measuring stretch from a moving average in ATR units has a rich community history. This implementation and its presentation draw on ideas popularized by **Jeff Sun**, **SugarTrader**, and **Steve D Jacobs**. Thanks to each for their contributions to ATR-based extension thinking. --- ## License This script and description are distributed under **MPL-2.0**, consistent with the header in the source code. --- ## Changelog * **v1.0**: Initial public release. Daily ATR normalization, EMA or SMA on D or W timeframe, robust median and sigma bands, optional table. --- ## Disclaimer This tool is for educational use only. It is not financial advice. Always test on your own data and strategies, then manage risk accordingly.
Pine Script® indicator
by BB_9791
ForecastForecast (FC), indicator documentation Type: Study, not a strategy Primary timeframe: 1D chart, most plots and the on-chart table only render on daily bars Inspiration: Robert Carver’s “forecast” concept from Advanced Futures Trading Strategies, using normalized, capped signals for comparability across markets ⸻ What the indicator does FC builds a volatility-normalized momentum forecast for a chosen symbol, optionally versus a benchmark. It combines an EWMAC composite with a channel breakout composite, then caps the result to a common scale. You can run it in three data modes: • Absolute: Forecast of the selected symbol • Relative: Forecast of the ratio symbol / benchmark • Combined: Average of Absolute and Relative A compact table can summarize the current forecast, short-term direction on the forecast EMAs, correlation versus the benchmark, and ATR-scaled distances to common price EMAs. ⸻ PineScreener, relative-strength screening This indicator is excellent for screening on relative strength in PineScreener, since the forecast is volatility-normalized and capped on a common scale. Available PineScreener columns PineScreener reads the plotted series. You will see at least these columns: • FC, the capped forecast • from EMA20, (price − EMA20) / ATR in ATR multiples • from EMA50, (price − EMA50) / ATR in ATR multiples • ATR, ATR as a percent of price • Corr, weekly correlation with the chosen benchmark Relative mode and Combined mode are recommended for cross-sectional screens. In Relative mode the calculation uses symbol / benchmark, so ensure the ratio ticker exists for your data source. ⸻ How it works, step by step 1. Volatility model Compute exponentially weighted mean and variance of daily percent returns on D, annualize, optionally blend with a long lookback using 10y %, then convert to a price-scaled sigma. 2. EWMAC momentum, three legs Daily legs: EMA(8) − EMA(32), EMA(16) − EMA(64), EMA(32) − EMA(128). Divide by price-scaled sigma, multiply by leg scalars, cap to Cap = 20, average, then apply a small FDM factor. 3. Breakout momentum, three channels Smoothed position inside 40, 80, and 160 day channels, each scaled, then averaged. 4. Composite forecast Average the EWMAC composite and the breakout composite, then cap to ±20. Relative mode runs the same logic on symbol / benchmark. Combined mode averages Absolute and Relative composites. 5. Weekly correlation Pearson correlation between weekly closes of the asset and the benchmark over a user-set length. 6. Direction overlay Two EMAs on the forecast series plus optional green or red background by sign, and optional horizontal level shading around 0, ±5, ±10, ±15, ±20. ⸻ Plots • FC, capped forecast on the daily chart • 8-32 Abs, 8-32 Rel, single-leg EWMAC plus breakout view • 8-32-128 Abs, 8-32-128 Rel, three-leg composite views • from EMA20, from EMA50, (price − EMA) / ATR • ATR, ATR as a percent of price • Corr, weekly correlation with the benchmark • Forecast EMA1 and EMA2, EMAs of the forecast with an optional fill • Backgrounds and guide lines, optional sign-based background, optional 0, ±5, ±10, ±15, ±20 guides Most plots and the table are gated by timeframe.isdaily. Set the chart to 1D to see them. ⸻ Inputs Symbol selection • Absolute, Relative, Combined • Vs. benchmark for Relative mode and correlation, choices: SPY, QQQ, XLE, GLD • Ticker or Freeform, for Freeform use full TradingView notation, for example NASDAQ:AAPL Engine selection • Include: • 8-32-128, three EWMAC legs plus three breakouts • 8-32, simplified view based on the 8-32 leg plus a 40-day breakout EMA, applied to the forecast • EMA1, EMA2, with line-width controls, plus color and opacity Volatility • Span, EW volatility span for daily returns • 10y %, blend of long-run volatility • Thresh, Too volatile, placeholders in this version Background • Horizontal bg, level shading, enabled by default • Long BG, Hedge BG, colors and opacities Show • Table, Header, Direction, Gain, Extension • Corr, Length for correlation row Table settings • Position, background, opacity, text size, text color Lines • 0-lines, 10-lines, 5-lines, level guides ⸻ Reading the outputs • Forecast > 0, bullish tilt; Forecast < 0, bearish or hedge tilt • ±10 and ±20 indicate strength on a uniform scale • EMA1 vs EMA2 on the forecast, EMA1 above EMA2 suggests improving momentum • Table rows, label colored by sign, current forecast value plus a green or red dot for the forecast EMA cross, optional daily return percent, weekly correlation, and ATR-scaled EMA9, EMA20, EMA50 distances ⸻ Data handling, repainting, and performance • Daily and weekly series are fetched with request.security(). • Calculations use closed bars, values can update until the bar closes. • No lookahead, historical values do not repaint. • Weekly correlation updates during the week, it finalizes on weekly close. • On intraday charts most visuals are hidden by design. ⸻ Good practice and limitations • This is a research indicator, not a trading system. • The fixed Cap = 20 keeps a common scale, extreme moves will be clipped. • Relative mode depends on the ratio symbol / benchmark, ensure both legs have data for your feed. ⸻ Credits Concept inspired by Robert Carver’s forecast methodology in Advanced Futures Trading Strategies. Implementation details, parameters, and visuals are specific to this script. ⸻ Changelog • First version ⸻ Disclaimer For education and research only, not financial advice. Always test on your market and data feed, consider costs and slippage before using any indicator in live decisions.
Pine Script® indicator
by BB_9791
Penguin Trend with RSI on DiffVisualizes volatility regime via the percent spread between the upper Bollinger Band and the upper Keltner Channel, with bar colors from a lightweight trend engine and an RSI computed on the Diff signal. Supports SMA/EMA/WMA/RMA/HMA/VWMA/VWAP and an optional calculation timeframe. Defaults preserve the original look and behavior. Penguin Trend with RSI on Diff shows expansion vs. compression in price action by comparing two classic volatility envelopes. It computes: Diff% = (UpperBB − UpperKC) / UpperKC × 100 • Diff > 0: Bollinger Bands are wider than Keltner Channels → expansion / momentum regime • Diff < 0: BB narrower than KC → compression / squeeze regime A white “Average Diff” line smooths Diff% (default: SMA(5)) to highlight regime shifts. Bars are colored only when Diff > 0 to focus on expansion phases. A lightweight trend engine defines four states from a fast/slow MA bias and a short “thrust” MA on ohlc4: • Green: Bullish bias and thrust > fast MA (healthy upside thrust) • Red: Bearish bias and thrust < fast MA (healthy downside thrust) • Yellow: Bullish bias but thrust ≤ fast MA (pullback/weakness) • Blue: Bearish bias but thrust ≥ fast MA (bear rally/short squeeze) RSI on Diff: The indicator adds an RSI applied to Diff% to gauge momentum of the expansion/compression signal itself. Choose between Built-in RSI or a manual RMA-based computation, and optionally smooth it. Default OB/OS lines are 70/30. How it works: • Bollinger Bands (BB): Basis = selected MA of src (default SMA(20)); Width = StdDev × Mult (default 2.0) • Keltner Channels (KC): Basis = selected MA of src (default SMA(20)); Width = ATR(kcATR) × Mult (defaults 20 and 2.0) • Diff%: Safe division guards against division-by-zero • MA engine: Select SMA / EMA / WMA / RMA / HMA / VWMA / VWAP for BB/KC bases, Average Diff, and trend components (VWAP is session-anchored) • Calculation timeframe: Compute internals on a chosen TF via request.security() while viewing any chart TF Inputs (key): • Calculation timeframe: Empty = chart TF; set e.g., 60/240 to compute on that TF • BB: Length, StdDev Mult, MA Type • KC: Basis Length, ATR Length, Multiplier, MA Type • Average Diff: Length and MA Type • RSI on Diff: RSI Length, Method (Built-in or Manual RMA), Smoothing Length, OB/OS levels, show/hide • Trend Engine: Fast/Slow lengths & MA type, Signal (kept for completeness), Thrust MA length & type • Display/Visibility: Paint bars only when Diff > 0; show zero line; “true Blue” color toggle; show/hide Diff columns and Average Diff How to use: 1. Regime changes: Watch Diff% or Average Diff crossing 0. Above zero favors momentum/continuation setups; below zero suggests compression and potential breakout conditions. 2. State confirmation: During expansion (Diff > 0), prioritize Green/Red for aligned thrust; treat Yellow/Blue as cautionary/contrarian. 3. RSI on Diff: Use OB/OS and crossovers for timing entries/exits or for confirming/negating expansion strength. Alerts: • Diff crosses above/below 0 • Average Diff crosses above/below 0 • RSI(Diff) crosses above OB / below OS • State changes: GREEN / RED / YELLOW / BLUE Notes & limitations: • VWAP is session-anchored and best on intraday data. If not applicable on the selected calculation TF, the script automatically falls back to EMA. • Defaults (SMA(20) for BB/KC, multipliers 2.0, SMA(5) Average Diff, original trend coloring and bar painting) preserve the original appearance. • RSI on Diff is plotted in the same pane for a compact workflow; you can hide it or split into a separate indicator if desired. Release notes: v6.0 — Upgraded to Pine v6. Added multi-MA options (SMA/EMA/WMA/RMA/HMA/VWMA/VWAP), calculation timeframe, RSI on Diff (Built-in or Manual RMA) with smoothing, safe division guard, optional zero line, and optional true Blue color. Defaults retain the original behavior. License / disclaimer: © waranyu.trkm — MIT License. Educational use only; not financial advice.
Pine Script® indicator
by waranyutrkm