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Stochastic based on Closing Prices - Identify and Rank TrendsStochClose is a trend indicator that can be used on its own to measure trend strength, in a scan to rank a group of securities according to trend strength or as part of a trend following strategy. Moreover, it acts as a volatility-adjusted trend indicator that puts securities on an equal footing. StochClose measures the location of the current close relative to the close-only high-low range over a given period of time. In contrast to the traditional Stochastic Oscillator, this indicator only uses closing prices. Traditional Stochastic uses intraday highs and lows to calculate the range. The focus on closing prices reduces signal noise caused by intraday highs and lows, and filters out errant or irrationally exuberant price spikes. Here are some examples when the high or low was out of proportion and suspect. Perhaps most famously, there were errant spike lows in dozens of ETFs in August 2015 (XLK, IJR, ITB). There were other spikes in VMBS (October 2014), IJR (October 2008) and KRE (May 2011). Elsewhere, there were suspicious spikes in IEI (April 2020), CHD (March 2020), CCRN (March 2020) and FNB (March 2020) The preferred setting to identify medium and long-term uptrends is 125 days with 5 days smoothing. 125 days covers around six months. Thus, StochClose(125,5) is a 5-day SMA of the 125-day Stochastic based on closing prices. Smoothing with the 5-day SMA introduces a little lag, but reduces whipsaws and signal noise. StochClose fluctuates between 0 and 100 with 50 as the midpoint. Values above 80 indicate that the current price is near the high end of the 125-day range, while values below 20 indicate that price is near the low end of the range. For signals, a move above 60 puts the indicator firmly in the top half of the range and points to an uptrend. A move below 40 puts the indicator firmly in the bottom half of the range and points to a downtrend. StochClose values can also be ranked to separate the leaders from the laggards. In contrast to Rate-of-Change and Percentage Above/Below a Moving Average, StochClose acts as a volatility-adjusted indicator that can identify trend strength or weakness. The Consumer Staples SPDR is unlikely to win in a Rate-of-Change contest with the Technology SPDR. However, it is just as easy for the Consumer Staples SPDR to get in the top of its range as it is for the Technology SPDR. StochClose puts securities on an equal footing. StochClose measures trend direction and trend strength with one number. The indicator value tells us immediately if the security is trending higher or lower. Furthermore, we can compare this value against the values for other securities. Securities with higher StochClose values are stronger than those with lower values.
Penunjuk Pine Script®
oleh trendinvestorpro
2
Rate Of Change - Weekly SignalsRate of Change - Weekly Signals This indicator gives a potential "buy signal" using Rate of Change of SPX and VIX together, using the following criteria: SPX Weekly ROC(10) has been BELOW -9 and now rises ABOVE -5 *PLUS* VIX Weekly ROC(10) has been ABOVE +80 and now falls BELOW +10 The background will turn RED when ROC(SPX) is below -9 and ROC(VIX) is above +80. The background will turn GREEN when ROC(SPX) is above -5 and ROC(VIX) is below +10. So the potential "buy signal" is when you start to get GREEN BARS AFTER RED - usually with some white/empty bars in between...but wait for the green. This indicates that the volatility has settled down, and the market is starting to turn up. This indicator gives excellent entry points, but be careful of the occasional false signals. See Nov. 2001 and Nov. 2008, in both cases the market dropped another 25-30% before the final bottom was formed. Always have an exit strategy, especially when buying in after a downtrend. How I use this indicator, pretty much as shown in the preview. Weekly SPX as the main chart with some medium/long moving averages to identify the trend, VIX added as a "Compare Symbol" in red, and then the Weekly ROC signals below. For the ROC graphs, you can show SPX+VIX together, SPX alone, or VIX alone. I prefer to display them separately because they don't scale well together (VIX crowds out the SPX when it spikes). Background color is still based on both SPX/VIX together, regardless of which graph is shown. Note that there is no VIX data available on Trading View prior to 1990, so for those dates the formula is using only ROC(SPX) and the assigned thresholds (-9 and -5, or whatever you choose).
Penunjuk Pine Script®
oleh nj_guy72
1
MAs & RSI strategy long onlyThis system originates from many articles by Enrico Malverti, Trading System, 2015. Many trading systems are more stable if you use simple and not so innovative indicators, like exponential moving averages and Relative Strengthe index. Differently by the original article: - there is no ATR Filter, but we have introduced a Schaff Indicator. If you have multiple shares/commodities to choose, prefer what has a better value of Schaff; - there is no fixed stop loss but a second moving average (fast), used as target. There are also Simple Mov Averages on lows (trailing stop loss for long) and a SMA on highs (trailing stop loss for short position). Be careful, in the system only long case, because being short is not the reverse of being long (as stated in my blog) SMA on highs are therefore only graphically put. In this version, I’ve changed the “religious” use of EMAs (“sponsored by” Alexander Elder) to “ordinary” MAs: this because since simple moving averages measure all the factor in addition egual each one, this involve a sort of “offset” in the graph, while EMAs give a major “importance” to the last value (last close itself, you’re already considering): therefore this calculation may be counterproductive. HOW TO OPERATE BUY when prices crosses over SMAon long period (we suggest, however, sma long = Sma fast period = no. 11 for italian and european shares) SELL when prices go under SMA on lows (7 period), or under on SMA fast! RSI crosses under level 70 or is higher than 75 (or 80, but in code there is 75)
Strategi Pine Script®
oleh saucius
1
Laguerre RSI by KivancOzbilgic STRATEGYBacktesting. " Laguerre RSI is based on John EHLERS' Laguerre Filter to avoid the noise of RSI . Change alpha coefficient to increase/decrease lag and smoothness. Buy when Laguerre RSI crosses upwards above 20. Sell when Laguerre RSI crosses down below 80. While indicator runs flat above 80 level, it means that an uptrend is strong. While indicator runs flat below 20 level, it means that a downtrend is strong. " Developer: John EHLERS Author: KivancOzbilgic
Strategi Pine Script®
oleh mertriver1
8
Laguerre RSILaguerre RSI is based on John EHLERS' Laguerre Filter to avoid the noise of RSI. Change alpha coefficient to increase/decrease lag and smoothness. Buy when Laguerre RSI crosses upwards above 20. Sell when Laguerre RSI crosses down below 80. While indicator runs flat above 80 level, it means that an uptrend is strong. While indicator runs flat below 20 level, it means that a downtrend is strong. Developer: John EHLERS Author: KivancOzbilgic
Penunjuk Pine Script®
oleh KivancOzbilgic
44
MFI - Money Flow Index [UTS]Money Flow Index (MFI) is the technical indicator, which indicates the rate at which money is invested into a security and then withdrawn from it. Construction and interpretation of the indicator is similar to Relative Strength Index with the only difference that volume is important to MFI. Usage: When analyzing the money flow index one needs to take into consideration the following points: divergences between the indicator and price movement. If prices grow while MFI falls (or vice versa), there is a great probability of a price turn; Money Flow Index value, which is over 80 or under 20, signals correspondingly of a potential peak or bottom of the market. Common known variants of this type of indicator are the On Balance Volume, Chaikin Oscillator or Chaikin Money Flow. Based on www.metatrader5.com
Penunjuk Pine Script®
oleh UberTradingSystems
RSI Oversold/Overbought IndicatorThis is a very simple but quite powerful indicator which looks at the RSI simultaneously over the 4h, Daily and Weekly timeframes, and places bands on the chart when one or more timeframes move into oversold/overbought territory. For further filtering I use the 200 day SMA to determine if we are in a Bull or Bear market, which puts a bias on the RSI (30/80 in a Bull market and 20/70 in a Bear market). The deeper the colour, the more oversold the market is. The weekly RSI can be used as an early warning sign, with the Daily/ 4h RSI useful to identify local peaks.
Penunjuk Pine Script®
oleh CryptoTalksOfficial
2
Rhaps SMAEMA Combo v1.1There's many versions of this sort of thing around the Tradingview library, but i guess we all like things to our own specifications. So this is my take on the SMA and EMA version combined. Bunch of SMA's & EMA's, with labels, and G&D Cross Labels and Alerts. These values can of course be changed to any you may prefer. Rhapsodyy's Combo SMAEMA's v1.1 SMA's with Painted Labels : 10/30/50/80/200 EMA's with Painted Labels : 21/50/89/200/377 50SMA / 200SMA Golden & Death Crosses on Current Timeframe & Alerts Daily 50SMA / 200SMA Golden & Death Crosses overlayed onto Current Timeframe & Alerts 50EMA / 200EMA Golden & Death Crosses on Current Timeframe & Alerts Daily 50EMA / 200EMA Golden & Death Crosses overlayed onto Current Timeframe & Alerts
Penunjuk Pine Script®
oleh Rhapsodyy
2
Multi-Exchange Volume (30 Tickers) by kurtsmock + BV + rVolauthor: kurtsmock Fully Customizable ticker set. Up to 30 Tickers. Bitcoin set as default. -- IMPORTANT NOTE: -- 30 Exchanges are a lot. It can take a while to load. You can fully customize this indicator to your liking. Here's how: 1. Load indicator 2. Open Settings 3. Uncheck the switch box for exchanges you want unincluded 4. At the bottom of the settings menu click "Defaults" and hit "Save as Default" 5. To turn them all back on, hit "Reset Settings" in that same "Defaults" menu and click "Save as Default" again. Also, you don't have to use this with Bitcoin. This works with any asset, just change the ticker in the settings. There's a lot going on with this indicator so the following is descriptions and instructions to help you better understand what's going on here. Thanks! Goal: - To provide a mechanism for assets on multiple exchanges to have their volume evaluated together Edge: - Having better and more complete volume information Notes: - The Default Exchanges for this indicator are highest volume bitcoin exchanges, but may contain "fake volume" - Indicator is set for Bitcoin by default. However, you can change the tickers to reflect any asset you want ////// rVol ////// Goal: - To understand how much volume is being executed relative to the same candle on previous days/periods Edge: - Higher rVol implies higher volatility and market interest. - High rVol = higher than average volume . Markets move on volume so higher than average volume indicates increased market activity/volatility - rVol is an indirect measure of active or anticipated volatility Definitions: - rVol: The volume of a period compared to the Average Volume of that same period in past sessions - Important to note it does NOT add up the last 10 (default) candles, but rather the last 10 candles at session intervals. - Example: -- On a Tuesday, 1h chart it will add up the last ten Tuesday, 9:00 am candles, not including the current, active candle. -- It then averages those lookback candles. -- It then plots the percentage relationship between the most recent candle and the average of the lookback candles -- Avg Vol of Lookback candles = 5000, -- Volume of most recent candle = 4000: Output = rVol = 80: -- Volume of most recent candle was 80% of the average volume in the 9 am time period of the last ten Tuesdays in the 9 am, 1h period Notes: - rVol does not add current candle volume into lookback sum. So, you set lookback to be: (not including the current day) - rVol is on a switch. So, if you want to see rVol instead of volume, hit the switch in the settings - If you want to see both, load 2 instances of the indicator. ////// Better-er Volume ////// Goal: To Identify: - When a candle closes at the highest volume * range relative to the lookback period and close > open - When a candle closes at the highest volume * range relative to the lookback period and close < open - When a candle closes at the highest volume / price relative to the lookback period Edge: - Identifies beginnings of price expansion, climax of price expansion, breakouts, pivots, and take profit points on the volume chart Notes: - Based generally on Barry Taylor's "Better Volume" indicator and ideas from Pascal Willain's book "Value in Time." - Better-er Volume rules are applied to both Total Volume or rVol. -- When rVol is displayed Better-er Volume is applied to rVol -- When Total Volume is displayed Better-er Volume is applied to Total Volume // Plot Key: // Green Triangle Up = Often marks the beginning and/or end of price expansion to the upside Red Triangle Up = Often marks the beginning and/or end of price expansion to the downside Yellow Square = High Volume but Tight Range. Implies a Battle of Bulls and Bears. High Liquidity area. Provided Liquidity is not enough to move price. Thick Limit Order Book. Purple Triangle Up or Down = Implies high market participation. Typically at the end of expansion when very significant s/r is hit category: volume Volatility tags: Volume rVol relativevolume Bitcoin cryptocurrency bettervolume Many More Volume Indicators Coming Out Soon!
Penunjuk Pine Script®
oleh kurtsmock
1
VRSI-MARSI StrategyI wanted to create an indicator which resembles price movement, aside to volume movement. The "yellow-blue" line is the MA(5) of the RSI (9) of closing price. The "orange" line is the MA(5) of the RSI (9) of Volume . (Default plot of RSI and VRSI is not visible but can be made visible ("Settings" > "Style" > set "Opacity" of "RSI & VRSI")) The Long (Buy) condition is triggered when the MA(5) of the RSI (9, close) goes up. The Short (Sell) condition is triggered when the MA(5) of the RSI (9, close) goes down. Comparing the price movement with the "orange" Volume line helps to spot a possible trend change, for example when price goes up and an ascending Volume line starts to flatten or starts descending, this could be a sign that the Bullish trend is weakening, predicting a possible trend change. Or, when for example a downwards price movement is accompanied with a rising Volume line, this can be a sign of large Bearish power. Because it still is a RSI indicator, the midline (50), and Oversold/Overbought area's (20-30 & 70-80) are important to watch, especially the MARSI! A second strategy is made (VRSI-MARSI Strategy 2) where the Long/Short condition is triggered when "MA RSI (close) - MA RSI ( Volume )" crosses. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- The Long & Short entries, as well as the Entry Close are visible 1 bar after the trigger. When the blue line changes in a yellow line (and vice versa) it will show a candle earlier (see yellow dashed lines = (1)). Also, the condition is fulfilled when the candle closes (2), but the order doesn't take place in the same bar, but the next (3). Because this is a strategy the "actual Order" will not take place at the "Close" of the candle (2), but at the "Open" at the NEXT candle (3). I also have this strategy as a study (A+B), where the "Buy" & "Sell" shows a candle earlier. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- The entries are default 5% of equity, without pyramiding, which already gives large profits. A large part of the profit is because of the Entry Close of the Long & Short entries. You can easily turn these off (Settings > Inputs) to see what profit the strategy gives without Entry Close. Here they are disabled: ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- More information available in the script ;-)
Strategi Pine Script®
oleh fikira
9
VRSI-MARSI AI wanted to create an indicator which resembles price movement, aside to volume movement. MARSI (= MA RSI(close)) = "yellow-blue" line which is the MA(5) of the RSI (9) of closing price. VRSI (= MA RSI(Volume)) = "orange" line which is the MA(5) of the RSI (9) of Volume . (Default plot of RSI and VRSI is not visible but can be made visible ("Settings" > "Style" > set "Opacity" of "RSI & VRSI")) Because it still is a RSI indicator, the midline (50), and Oversold/Overbought area's (20-30 & 70-80) are important to watch, especially the MARSI! Comparing the price movement with the "orange" Volume VRSI line helps to spot a possible trend change, for example when price goes up and an ascending Volume VRSI line starts to flatten or starts descending, this could be a sign that the Bullish trend is weakening, predicting a possible trend change. Or, when for example a downwards price movement is accompanied with a rising Volume VRSI line, this can be a sign of large Bearish power. This study comes with Bollinger Bands as an assisting tool, it is default made not visible but can be made visible ("settings" > "style" > Set "Opacity" of "basis, upper & lower") You can see where the MARSI ("yellow-blue" line) crosses the "basis", or bounces off the bands, ... All this is seen in "VRSI-MARSI B" "VRSI-MARSI A" contains the alerts: 1) Long/Short = "Triangle UP/DOWN", color: lime/red Condition: Movement of MA(5) of RSI (9) of price (close ) 2) Long2/Short2 = ">", color: lime/red Condition: Long/Short condition is true for 2 or more bars (= continuation) 3) Long3/Short3 = "•", color: lime/red Condition: MA RSI (Close) crosses MA RSI ( Volume ) 1 or more alerts can easily be disabled if desired (settings > inputs) Thanks! ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- More information available in the script ;-)
Penunjuk Pine Script®
oleh fikira
8
VRSI-MARSI BI wanted to create an indicator which resembles price movement, aside to volume movement. MARSI (= MA RSI(close)) = "yellow-blue" line which is the MA(5) of the RSI (9) of closing price. VRSI (= MA RSI(Volume)) = "orange" line which is the MA(5) of the RSI (9) of Volume . (Default plot of RSI and VRSI is not visible but can be made visible ("Settings" > "Style" > set "Opacity" of "RSI & VRSI")) Because it still is a RSI indicator, the midline (50), and Oversold/Overbought area's (20-30 & 70-80) are important to watch, especially the MARSI! Comparing the price movement with the "orange" Volume VRSI line helps to spot a possible trend change, for example when price goes up and an ascending Volume VRSI line starts to flatten or starts descending, this could be a sign that the Bullish trend is weakening, predicting a possible trend change. Or, when for example a downwards price movement is accompanied with a rising Volume VRSI line, this can be a sign of large Bearish power. This study comes with Bollinger Bands as an assisting tool, it is default made not visible but can be made visible ("settings" > "style" > Set "Opacity" of "basis, upper & lower") You can see where the MARSI ("yellow-blue" line) crosses the "basis", or bounces off the bands, ... All this is seen in "VRSI-MARSI B" "VRSI-MARSI A" contains the alerts: 1) Long/Short = "Triangle UP/DOWN", color: lime/red Condition: Movement of MA(5) of RSI (9) of price (close ) 2) Long2/Short2 = ">", color: lime/red Condition: Long/Short condition is true for 2 or more bars (= continuation) 3) Long3/Short3 = "•", color: lime/red Condition: MA RSI (Close) crosses MA RSI ( Volume ) 1 or more alerts can easily be disabled if desired (settings > inputs) Thanks! ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- More information available in the script ;-)
Penunjuk Pine Script®
oleh fikira
4
ANN MACD : 25 IN 1 SCRIPTIn this script, I tried to fit deep learning series to 1 command system up to the maximum point. After selecting the ticker, select the instrument from the menu and the system will automatically turn on the appropriate ann system. Listed instruments with alternative tickers and error rates: WTI : West Texas Intermediate (WTICOUSD , USOIL , CL1! ) Average error : 0.007593 BRENT : Brent Crude Oil (BCOUSD , UKOIL , BB1! ) Average error : 0.006591 GOLD : XAUUSD , GOLD , GC1! Average error : 0.012767 SP500 : S&P 500 Index (SPX500USD , SP1!) Average error : 0.011650 EURUSD : Eurodollar (EURUSD , 6E1! , FCEU1!) Average error : 0.005500 ETHUSD : Ethereum (ETHUSD , ETHUSDT ) Average error : 0.009378 BTCUSD : Bitcoin (BTCUSD , BTCUSDT , XBTUSD , BTC1!) Average error : 0.01050 GBPUSD : British Pound (GBPUSD,6B1! , GBP1!) Average error : 0.009999 USDJPY : US Dollar / Japanese Yen (USDJPY , FCUY1!) Average error : 0.009198 USDCHF : US Dollar / Swiss Franc (USDCHF , FCUF1! ) Average error : 0.009999 USDCAD : Us Dollar / Canadian Dollar (USDCAD) Average error : 0.012162 SOYBNUSD : Soybean (SOYBNUSD , ZS1!) Average error : 0.010000 CORNUSD : Corn (ZC1! ) Average error : 0.007574 NATGASUSD : Natural Gas (NATGASUSD , NG1!) Average error : 0.010000 SUGARUSD : Sugar (SUGARUSD , SB1! ) Average error : 0.011081 WHEATUSD : Wheat (WHEATUSD , ZW1!) Average error : 0.009980 XPTUSD : Platinum (XPTUSD , PL1! ) Average error : 0.009964 XU030 : Borsa Istanbul 30 Futures ( XU030 , XU030D1! ) Average error : 0.010727 VIX : S & P 500 Volatility Index (VX1! , VIX ) Average error : 0.009999 YM : E - Mini Dow Futures (YM1! ) Average error : 0.010819 ES : S&P 500 E-Mini Futures (ES1! ) Average error : 0.010709 GAZP : Gazprom Futures (GAZP , GZ1! ) Average error : 0.008442 SSE : Shangai Stock Exchange Composite (Index ) ( 000001 ) Average error : 0.011287 XRPUSD : Ripple (XRPUSD , XRPUSDT ) Average error : 0.009803 Note 1 : Australian Dollar (AUDUSD , AUD1! , FCAU1! ) : Instrument has been removed because it has an average error rate of over 0.13. The average error rate is 0.1850. I didn't delete it from the menu just because there was so much request, You can use. Note 2 : Friends have too many requests, it took me a week in total and 1 other script that I'll share in 2 days. Reaching these error rates is a very difficult task, and when I keep at a low learning rate, they are trained for a very long time. If I don't see the error rate at an average low, I increase the layers and go back into a longer process. It takes me 45 minutes per instrument to command artificial neural networks, so I'll release one more open source, and then we'll be laying 70-80 percent of the world trade volume with artificial neural networks. Note 3 : I would like to thank wroclai for helping me with this script. This script is subject to MIT License on behalf of both of us. You can review my original idea scripts from my Github page. You can use it free but if you are going to modify it, just quote this script . I hope it will help everyone, after 1-2 days I will share another ann script that I think is of the same importance as this, stay tuned. Regards , Noldo .
Penunjuk Pine Script®
oleh Noldo
21
Liquid RSI - Marrying The Relative Strength Index And The VolumeIntroduction I recently derived the calculation of the relative strength index, an indicator that aim to spot overbought and oversold assets, but what is an overbought/sold asset ? Can such things be estimated with price alone ? This why i propose a modification of the relative strength using my recently proposed efficient calculation including volume information in order to spot overbought/sold asset. Scaling A Liquid Market The relative strength index detect an overbought/sold asset when higher/lower than a certain level, often 80/20. An overbought asset, or better say over evaluated, is more attractive to sell because prices are no longer attractive to buy, it has reached its value of interest for traders looking to go long, we can then expect the price to correct and start a trend of opposite direction, while an oversold asset is more attractive to buy based on the same logic. The idea of talking about over bought and over sold without taking into account the volume can be a bit strange, since volume is directly related to the quantity of contracts traded, an higher volume can show sign of a more active market, which can describe the terms : overbought/sold a bit better. Many indicators used the rsi framework with volume, the money flow index for example, but it can be interesting to provide other alternatives. The Indicator The indicator is based on the average positive changes in price multiplied by positive changes in volume divided by the average absolute change in price multiplied by the absolute changes in volume. The average is based on the wilder moving average which is a simple exponential filter with smoothing constant 1/length . The indicator will react according to the volume magnitude, higher volumes will make the indicator go over/under the overbought/sold threshold more easily, in the image above, the indicator is currently saying that the market is under evaluated, which is not the case for the RSI. Such situation allow us to take a position that we could't take if we base our judgement only on price change magnitude. The indicator has a tendency to be over/under the thresholds a longer period of time if the volume is relatively high. An interesting effect the indicator has it to ignore movements with moderate volume, the indicator is less prone to cross under a threshold and to go back to it, this is shown in the image above. Another observation we can make is that the proposed indicator is smoother than the rsi, this is certainly due to the fact that the volume underweight small price changes. Conclusions I proposed a modification of the relative strength index that also take into account volume information. The proposed indicator is also smoother. Regarding its ability to detect overbought and oversold market, it has indeed the capacity to do it, however the problem remain the same, what is the extent of the correction following an overbought/oversold market ? We can see that the correction can be minor, and thus be followed by a large movements correlated with the main trend. With those oscillators we are interested into knowing the end of the "whole trend", and they fail to do this because they use past information. I still hope the indicator find some creative usages amongst the community. Thanks for reading ! And remember to ask before using the script code, it pains me to see minor changes on scripts i can pass 3 hours on.
Penunjuk Pine Script®
oleh alexgrover
33
Multi momentum indicatorScript contains couple momentum oscillators all in one pane List of indicators: RSI Stochastic RSI MACD CCI WaveTrend by LazyBear MFI Default active indicators are RSI and Stochastic RSI Other indicators are disabled by default RSI, StochRSI and MFI are modified to be bounded to range from 100 to -100. That's why overbought is 40 and 60 instead 70 and 80 while oversold -40 and -60 instead 30 and 20. MACD and CCI as they are not bounded to 100 or 200 range, they are limited to 100 - -100 by default when activated (extras are simply hidden) but there is an option to show full indicator. In settings there are couple more options like show crosses or show only histogram. Default source for all indicators is close (except WaveTrend and MFI which use hlc3) and it could be changed but for all indicators. There is an option for 2nd RSI which can be set for any timeframe and background calculated by Fibonacci levels.
Penunjuk Pine Script®
oleh prela
7