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Trend ExplorerAre we in a bull or a bear market? From the technical analysis point of view, the answer is "It depends". It depends from the parameters of your indicator, the timeframe of the pair you are looking and the volatility of that specific market you are looking to. After I experimented with various trending indicators I decided to develop a framework that potentially could "embed" already existing logic from well known indicators (e.g. Supertrend OTT etc.). The most important part is that I managed to abstract that logic away and experiment even further to produce some more robust, market and timeframe resolution agnostic results. While at the same time I was able to switch between market and timeframe resolution specific configuration to take some decision. Finally, I decided to share this code with you folks! Developed this indicator "Trend Explorer" in an effort to make the aforementioned abstraction of all those trending indicators. The goal is to enable the user to explore and combine different approaches in order to create a more robust and market general/specific, timeframe resolution invariant/fluctuating and volatility auto/manual adjusted indicator according to his needs. The logic behind the abstraction is fairly simple. The trending indicator consists of two boundary lines the "bull trend low boundary" (green) and the "bear trend high boundary" (red). The indicator also has a control line (orange). Every time the control line crosses a boundary there is a trend reversal! The boundary lines are defined by the thresholds. To be more precise, boundaries are pulled upwards by thresholds (blue) during a bull market and downwards during a bear market. I challenge the user to experiment with the different ways of calculating the thresholds and the control. I am open to suggestions that might improve and extend the possibilities of this indicator. Any feedback, comments, general thoughts or bug reports are welcome. Why did I chose those defaults? For threshold calculation I chose MINMAX which calculates the local minimum and maximum using a sliding window. As far as I know it is not used in any existing trending indicator, but it seems reasonable for a trader to search for local min and max to make a decision. The width of the sliding window a.k.a the "period to remember" the local min and max is 30 days by default, just because I believe that for regular people it is a reasonable period of time to forget too. Also, compared to the SUBADD method MINMAX does not seem to lag behind, especially when using averages in the SUBADD mode. Moreover, I consider MINMAX to be more general than the margins used by the SUBADD since margins should be configured based on the underlying market volatility. For a source of min and max I chose the low and high values just because they are timeframe resolution invariant, meaning that they have the same (not exactly due to number precision and rounding, but very close) results for a single pair whether you use "4 hour" or "1 day" time interval! Another popular choice might be (close, close) since many traders wait for the daily candle to close in order to discard outliers. However, this approach is not resolution invariant and it depends from the time interval the user has selected. Do you have any interesting trending indicator you would like to see how it performs in this framework logic? Let me know! Do you have in mind any variation of Control or Thresholds calculation you would like to test? Please describe it in the comments below so I can add it in my implementation for you! Did you find any other bug or you experienced any strange behavior? PM me with a description of the bug, the trading pair the timeframe resolution the exact time (candle) and all the necessary configurations for this indicator so I can reproduce it on my machine! Please enjoy with caution, Jason
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jason5480 tarafından
12
Portfolio Backtester Engine█  OVERVIEW Portfolio Backtester Engine (PBTE). This tool will allow you to backtest strategies across multiple securities at once. Allowing you to easier understand if your strategy is robust. If you are familiar with the PineCoders backtesting engine , then you will find this indicator pleasant to work with as it is an adaptation based on that work. Much of the functionality has been kept the same, or enhanced, with some minor adjustments I made on the account of creating a more subjectively intuitive tool. █  HISTORY The original purpose of the backtesting engine (`BTE`) was to bridge the gap between strategies and studies . Previously, strategies did not contain the ability to send alerts, but were necessary for backtesting. Studies on the other hand were necessary for sending alerts, but could not provide backtesting results . Often, traders would have to manage two separate Pine scripts to take advantage of each feature, this was less than ideal. The `BTE` published by PineCoders offered a solution to this issue by generating backtesting results under the context of a study(). This allowed traders to backtest their strategy and simultaneously generate alerts for automated trading, thus eliminating the need for a separate strategy() script (though, even converting the engine to a strategy was made simple by the PineCoders!). Fast forward a couple years and PineScript evolved beyond these issues and alerts were introduced into strategies. The BTE was not quite as necessary anymore, but is still extremely useful as it contains extra features and data not found under the strategy() context. Below is an excerpt of features contained by the BTE: """ More than `40` built-in strategies, Customizable components, Coupling with your own external indicator, Simple conversion from Study to Strategy modes, Post-Exit analysis to search for alternate trade outcomes, Use of the Data Window to show detailed bar by bar trade information and global statistics, including some not provided by TV backtesting, Plotting of reminders and generation of alerts on in-trade events. """ Before I go any further, I want to be clear that the BTE is STILL a good tool and it is STILL very useful. The Portfolio Backtesting Engine I am introducing is only a tangental advancement and not to be confused as a replacement, this tool would not have been possible without the `BTE`. █  THE PROBLEM Most strategies built in Pine are limited by one thing. Data. Backtesting should be a rigorous process and researchers should examine the performance of their strategy across all market regimes; that includes, bullish and bearish markets, ranging markets, low volatility and high volatility. Depending on your TV subscription The Pine Engine is limited to 5k-20k historical bars available for backtesting, which can often leave the strategy results wanting. As a general rule of thumb, strategies should be tested across a quantity of historical bars which will allow for at least 100 trades. In many cases, the lack of historical bars available for backtesting and frequency of the strategy signals produces less than 100 trades, rendering your strategy results inconclusive. █  THE SOLUTION In order to be confident that we have a robust strategy we must test it across all market regimes and we must have over 100 trades. To do this effectively, researchers can use the Portfolio Backtesting Engine (PBTE). By testing a strategy across a carefully selected portfolio of securities, researchers can now gather 5k-20k historical bars per security! Currently, the PTBE allows up to 5 securities, which amounts to 25k-100k historical bars. █  HOW TO USE 1 — Add the indicator to your chart.  • Confirm inputs. These will be the most important initial values which you can change later by clicking the gear icon ⚙ and opening up the settings of the indicator. 2 — Select a portfolio.  • You will want to spend some time carefully selecting a portfolio of securities.    • Each security should be uncorrelated.    • The entire portfolio should contain a mix of different market regimes.     You should understand that strategies generally take advantage of one particular type of market regime. (trending, ranging, low/high volatility)    For example, the default RSI strategy is typically advantageous during ranging markets, whereas a typical moving average crossover strategy is advantageous in trending markets.    If you were to use the standard RSI strategy during a trending market, you might be selling when you should be buying.    Similarily, if you use an SMA crossover during a ranging market, you will find that the MA's may produce many false signals.    Even if you build a strategy that is designed to be used only in a trending market, it is still best to select a portfolio of all market regimes    as you will be able to test how your strategy will perform when the market does something unexpected. 3 — Test a built-in strategy or add your own.    • Navigate to gear icon ⚙ (settings) of strategy.    • Choose your options.       • Select a Main Entry Strat and Alternate Entry Strat .          • If you want to add your own strategy, you will need to modify the source code and follow the built-in example.          • You will only need to generate (buy 1 / sell -1/ neutral 0) signals.       • Select a Filter , by default these are all off.       • Select an Entry Stop - This will be your stop loss placed at the trade entry.       • Select Pyamiding - This will allow you to stack positions. By default this is off.       • Select Hard Exits - You can also think of these as Take Profits.    • Let the strategy run and take note of the display tables results.       • Portfolio - Shows each security.          • The strategy runs on each asset in your portfolio.          • The initial capital is equally distributed across each security.           So if you have 5 securities and a starting capital of 100,000$ then each security will run the strategy starting with 20,000$           The total row will aggregate the results on a bar by bar basis showing the total results of your initial capital.       • Net Profit (NP) - Shows profitability.       • Number of Trades (#T) - Shows # of trades taken during backtesting period.          • Typically will want to see this number greater than 100 on the "Total" row.       • Average Trade Length (ATL) - Shows average # of days in a trade.       • Maximum Drawdown (MD ) - Max peak-to-valley equity drawdown during backtesting period.          • This number defines the minimum amount of capital required to trade the system.          • Typically, this shouldn’t be lower than 34% and we will want to allow for at least 50% beyond this number.       • Maximum Loss (ML) - Shows largest loss experienced on a per-trade basis.          • Normally, don’t want to exceed more than 1-2 % of equity.       • Maximum Drawdown Duration (MDD) - The longest duration of a drawdown in equity prior to a new equity peak.          • This number is important to help us psychologically understand how long we can expect to wait for a new peak in account equity.       • Maximum Consecutive Losses (MCL) - The max consecutive losses endured throughout the backtesting period.          • Another important metric for trader psychology, this will help you understand how many losses you should be prepared to handle.       • Profit to Maximum Drawdown (P:MD) - A ratio for the average profit to the maximum drawdown.          • The higher the ratio is, the better. Large profits and small losses contribute to a good PMD.          • This metric allows us to examine the profit with respect to risk.       • Profit Loss Ratio (P:L) - Average profit over the average loss.          • Typically this number should be higher in trend following systems.          • Mean reversion systems show lower values, but compensate with a better win %.       • Percent Winners (% W) - The percentage of winning trades.          • Trend systems will usually have lower win percentages, since statistically the market is only trending roughly 30% of the time.          • Mean reversion systems typically should have a high % W.       • Time Percentage (Time %) - The amount of time that the system has an open position.          • The more time you are in the market, the more you are exposed to market risk, not to mention you could be using that money for something else right?       • Return on Investment (ROI) - Your Net Profit over your initial investment, represented as a percentage.          • You want this number to be positive and high.       • Open Profit (OP) - If the strategy has any open positions, the floating value will be represented here.       • Trading Days (TD) - An important metric showing how many days the strategy was active.          • This is good to know and will be valuable in understanding how long you will need to run this strategy in order to achieve results. █  FEATURES These are additional features that extend the original `BTE` features. - Portfolio backtesting. - Color coded performance results. - Circuit Breakers that will stop trading. - Position reversals on exit. (Simulating the function of always in the market. Similar to strategy.entry functionality) - Whipsaw Filter - Moving Average Filter - Minimum Change Filter - % Gain Equity Exit - Popular strategies, (MACD, MA cross, supertrend) Below are features that were excluded from the original `BTE` - 2 stage in-trade stops with kick-in rules (This was a subjective decision to remove. I found it to be complex and thwarted my use of the `BTE` for some time.) - Simple conversion from Study to Strategy modes. (Not possible with multiple securities) - Coupling with your own external indicator (Not really practical to use with multiple securities, but could be used if signals were generated based on some indicator which was not based on the current chart) - Use of the Data Window to show detailed bar by bar trade information and global statistics. - Post Exit Analysis. - Plotting of reminders and generation of alerts on in-trade events. - Alerts (These may be added in the future by request when I find the time.) █  THANKS The whole PineCoders team for all their shared knowledge and original publication of the BTE and Richard Weismann for his ideas on building robust strategies. ═════════════════════════════════════════════════════════════════════════
Pine Script® göstergesi
pAulseperformance tarafından
36
PMax on Rsi w/T3 *Strategy*Profit Maximizer Indicator on RSI with Tillson T3 Moving Average: PMax uses ATR calculation inside, for this reason users couldn't manage to use PMax on RSI because RSI indicator doesn't have High and Low values in bars, but ATR needs that values. So I personally calculate RSI in a different way to have High and Low values of RSI wrt price bars. IMPORTANT: Because of the sudden movements and divergences on RSI , this indicator must firstly optimized for the charts before using. Optimization can be held by users for the meaningful parameters for each chart. 3 parameters are critical when optimizing: First: Multiplier Second: Tillson T3 Length Third: T3 Volume Factor Says, Kıvanç Özbilgiç. Here's the strategy version for you to backtest & optimize properly. Enjoy.
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lucidreamer15 tarafından
13
Hopper Trigger - Free Cryptohopper WidgetWelcome to our Tradingview cryptohopper trigger widget. We designed this script to give Cryptohopper users the possibility to set up an alarm when btc is trending down. Cause of the BTCs behavior as the supertrend coin for the market it is better to turn your hopper off or be extremly careful when BTC is trending down. We implemented to types of alarms, because atm its not possible to automate using them to deactivate your hopper. On Alarm setup could be used to send signals every minute to trigger a push notification on your App or to trigger your Alexa. The other type of alarm only sends one single signal for normal purposes. We recommend using this indicator in the 30 minute or 1 hour timeframe and to deactivate your hopper and deleting all positions when a alarm is signaling. The risk of a larger drop is very high in this marketphase. Never take an drop again using this approach. Little drawdown in bearish or ranging times but high reward in bullish times. Smartgrow-Trading is a community project with the aim of developing the best and most successful trading strategies and sharing them with the community. The basic idea of this script is to calculate how far an coin is away from its ATH , to gave warning signals for deactivating coins after they reached there ATH . So it could also be used for other coins and pairs. If there are questions, write them into the comments or contact us directly over the direct message or social media. Happy Trading!
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Smartgrow-Trading tarafından
2
All Time High Warning - Free Cryptohopper WidgetWelcome to our Tradingview coin prediction filter. We designed this script to give Cryptohopper users the possibility to set up an alarm when btc is close to All Time High. Cause of the BTCs behavior as the supertrend coin for the market it is better to turn your hopper off or be extremly careful when BTC is close to ATH. We recommend deactivating the hopper and deleting all positions. The risk of a larger drop is very high in this marketphase. Smartgrow-Trading is a community project with the aim of developing the best and most successful trading strategies and sharing them with the community. The basic idea of this script is to calculate how far an coin is away from its ATH, to gave warning signals for deactivating coins after they reached there ATH. So it could also be used for other coins and pairs. If there are questions, write them into the comments or contact us directly over the direct message or social media. Happy Trading!
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Smartgrow-Trading tarafından
RedK_Larry William's TrendI'm not the author of this indicator or the concept behind it i found this code - written for another platform - while researching "Larry William's Trend" - while i also couldn't find that specific keyword in the TV public library. So thought to bring this in. Also unfortunately there was no coder details to give credit to with the code i found. it seems this may somehow be related to the famous SuperTrend - but i have no idea how they are connected. i simply ported this to Pine in my own way. will be happy if this is useful to some traders who use these types of trend indicators. if you do find it useful, pls leave a comment here - or feel free to take this code and modify it in any further way for your specific need. we continue to learn and explore new tools everyday. good luck!
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RedKTrader tarafından
21
Combo VIX and DXYHello traders It's been a while :) I wanted to share a cool script that you can use for any asset class. The script isn't really special - though what it displays is super helpful Volatility Index $VIX (Source: Wikipedia) VIX is the ticker symbol and the popular name for the Chicago Board Options Exchange's CBOE Volatility Index, a popular measure of the stock market's expectation of volatility based on S&P 500 index options. It is calculated and disseminated on a real-time basis by the CBOE, and is often referred to as the fear index or fear gauge. I consider that a $VIX above 30% is a very bearish signal. Above 30% translating investors selling in masse their assets. #blood #on #the #street Dollar Index $DXY (Source: Wikipedia) The U.S. Dollar Index (USDX, DXY, DX, or, informally, the "Dixie") is an index (or measure) of the value of the United States dollar relative to a basket of foreign currencies, often referred to as a basket of U.S. trade partners' currencies. The Index goes up when the U.S. dollar gains "strength" (value) when compared to other currencies. The index is designed, maintained, and published by ICE (Intercontinental Exchange, Inc.), with the name "U.S. Dollar Index" a registered trademark. It is a weighted geometric mean of the dollar's value relative to following select currencies: Euro (EUR), 57.6% weight Japanese yen (JPY) 13.6% weight Pound sterling (GBP), 11.9% weight Canadian dollar (CAD), 9.1% weight Swedish krona (SEK), 4.2% weight Swiss franc (CHF) 3.6% weight In "bear markets", the $DXY usually goes up. People are selling their hard assets to get some $USD in return - pumping the $DXY higher Corollary I'm not sure which one happens first between a bearish $DXY or bearish $DXY... though both are usually correlated If: - $VIX goes above 30%, usually $DXY increases and assets versus the good old' $USD drop - $VIX goes below 30%, usually $DXY decreases and assets versus the good old' $USD increases This is a nice lever effect between both the $VIX, $DXY and the assets versus the $USD That's being said, I don't only use those 2 information to enter in a trade. It gives me though a strong confirmation whenever I'm long or short Imagine I get a LONG signal but the combo $VIX + $DXY is bearish... this tells me to be cautious and to: - enter at a pullback - protect my position quickly at breakeven - take my profit quick For a mega bull market (some called it hyperinflation), you want your fiat to drop in value for the counter-asset to increase in value. And before you ask.... yes I look at what $DXY is doing before taking a trade on $BTCUSD :) In other words, $DXY going down is quite bullish for Bitcoin. Settings and Alerts The settings by default are the ones I use for my trading. The background colors will be colored whenever the COMBO is bullish (green) or bearish (red) Alerts are enabled using the brand new alert function published last week by @TradingView That's it for today, I hope you'll like it :) PS: In this chart above, I'm using the Supertrend indicator from @KivancOzbilgic Dave
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Daveatt tarafından
8
HalfTrendA popular trend indicator based on ATR. Similar to the SuperTrend but uses a different trend's identification logic. I am publishing a disclosed code without license. Remember that in the future you may see a lot of paid IO scripts called BuySellScalper, Trend Trader Karan, Trend Trader and etc (by other authors) which will be based on this script. I found the same script on Ebay for $10 with a free shipping. Beware, always check and follow one Russian wisdom: "Do not pay for something you can get for free".
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everget tarafından
372
Profit MAX MTF HeatMapThis is a powerfull strategy which is made from combining 3 multi timeframes into one for profit max indicator In this case we have daily, weekly and montly. Our long conditions are the next ones : if we have an uptrend on all 3 at the same time, we go long. If we have a downtrend on all 3 of them at the same time we go short. For exit, for long, as soon as one of the 3 converts into downtrend we exit the trade. For exit, for short, as soon as one of the 3 converts into uptrend we exit the trade. This tool can be used on all types of markets, and can also be changed the time frames.
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SoftKill21 tarafından
1
PMax on RSI with Tillson T3Profit Maximizer Indicator on RSI with Tillson T3 Moving Average: PMax uses ATR calculation inside, for this reason users couldn't manage to use PMax on RSI because RSI indicator doesn't have High and Low values in bars, but ATR needs that values. So I personally calculate RSI in a different way to have High and Low values of RSI wrt price bars. IMPORTANT: Because of the sudden movements and divergences on RSI, this indicator must firstly optimized for the charts before using. Optimization can be held by users for the meaningful parameters for each chart. 3 parameters are critical when optimizing: First: Multiplier Second: Tillson T3 Length Third: T3 Volume Factor Here are some information about Profit Maximizer: PMax Indicator: PMax Screener and Strategy:
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KivancOzbilgic tarafından
56
Breakout Trend Trading Strategy - V1Strategy in nutshell: This strategy is made to be used in daily time-frames. Works better on trending instruments where volume is available. Hence, this is more suitable for trending shares rather than currencies, commodities and indexes where volume data is either not present or not reliable. Breakout signifies the continuation of trend. Hence, trade in the direction of breakouts. Breakouts are calculated based on high volume and price movement in a day. This will be combined with few other conditions to generate buy and sell signals along with stop and compound targets. Supertrend is used for trend bias. Our buy and sell targets do not directly depend on the bias. But, entry criteria in opposite trend is made much difficult than that of trend direction. Further explanation of method and input parameters are explained below. Backtesting parameters : Capital and position sizing : Capital and position sizing parameters are set to test investing 2000 wholly on certain stock without compounding. Initial Capital : 2000 Order Size : 100% of equity Pyramiding : 1 ExitOnSignal : If unchecked exit is triggered solely on trailing stop Trade Direction : Long, Short or All. Short condition is riskier than long conditions and often results in losses as per my observation. On most of the stocks trending up, strategy will not generate any short signals. This is achieved by comparing yearly high lows to previous two years to decide whether to allow short or long entries. allowImmediateCompound : Applicable only if compounding/pyramiding is enabled in trade. If checked allows to place compounding orders immediately. If unchecked, it waits for stopline to cross order price before placing next compound. Display Mode : Targets : Whenever breakout happens, show marker for upTarget and downTarget TargetChannel : Show up target and downtarget as a channel Target With Stop : Along with targets, show also stop levels for breakouts Up Channel : Channel created from UpTarget and respective stops Down Channel : Channel created from DownTarget and respective stops ShowTrailingStop : Shows trailing stop and compound lines when there is a trading position. ShowTargetLevels : Shows Buy Sell target levels along with stop and compound lines. Trades are done as market orders. Hence, target levels are displayed after strategy makes the trade. Since only one order allowed per side without compounding, target, stop and compound levels are shown sometimes even without trade being made. These can be considered as entry levels if there is no existing position. ShowPreviousLevels : Shows previous buy/sell target levels. When enabled, layout can look messy. StopMultiplyer: To Set trailing stop loss. BacktestYears: Number of years to include in backtest So far my test cases are: Positive : AAPL, AMZN, TSLA, RUN, VRT, ASX:APT Negative Test Cases: WPL, WHC, NHC, WOW, COL, NAB (All ASX stocks) Special test case: WDI Negative test cases still show losses in backtesting. I have attempted including many conditions to eliminate or reduce the loss. But, further efforts has resulted in reduction in profits in positive cases as well. Still experimenting. Will update whenever I find improvements. Comments and suggestions welcome :)
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Trendoscope tarafından
2
[NLX-L1] Trend Index- NLX Modular Trading Framework - This module is build upon the Trend Index by Mango2Juice (thanks for your permission to use the source!) It includes all the common indicators and creates a positive or negative score, which can be used with my Modular Trading Framework and linked to an entry/exit indicator. SuperTrend VWAP Bands Relative Strength Index ( RSI ) Commodity Channel Index ( CCI ) William Percent Range (WPR) Directional Movement Index (DMI) Elder Force Index ( EFI ) Momentum Demarker Parabolic SAR ... and more - Getting Started - 1. Add this Trend Index to your Chart 2. Add one of my Indicator Modules to your Chart, such as the QQE++ Indicator 3. In the QQE Indicator Settings combine it with the Trend Index (and choose L1 Type) 4. Optional: Add the Noise Filter , and in the Noise Filter Settings you select the QQE Indicator as combination (and choose L2 for Type) 5. Add the Backtest Module to your Chart 6. Select the Noise Filter in the Backtest Settings Indicator modules can be combined in many different ways in my framework - have fun! - Alerts for Automated Trading - The alerts module is coming soon and you will be able to create alerts to automated your trades. See my signature below for more information.
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nilux tarafından
5
Ichimoku Kinko Hyo and moreI am publishing my updated Ichimoku ++ study with a more suitable title. Future updates will take place with this version. Description: The intention of this script is to build/provide a kind of work station / work bench for analysing markets and especially Bitcoin . Another goal is to get maximum market information while maintaining a good chart overview. A chart overloaded with indicators is useless because the structure of the chart is more difficult to see. The chart should be clear and market structure should be easy to see. The script allows you to add indicators and signals in different visualizations to better assess the quality of signals and the sentiment of the market. A general advise: Use the included indicators and signals in a confluent way to get stoploss, buy and sell entry points. SR clusters can be identified for use in conjunction with Fractals and other indicators as entry and exit pints. My other scripts can also help. Prefer 4 hours, daily and a longer time frame. There is no "Holy Grail" :).
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ramsay09 tarafından
3
Rain On Me PRO 1/3This is the part 1 of Rain On Me PRO. It follow my two other indicators "Rain On Me" and "Rain On Me V2". This version is called "PRO" because it is less "user-friendly" than the two previous versions. But it is more faster, and cleaner than ever! This indicator is separated into 3 parts. You can find all parts into my profile in the « Scripts » section. Once the 3 parts together, the indicator is complete.. Here are the features for this part (no-repaint on this one): -ATR with alerts (Buy and Sell signals). -VPT with alerts (Buy and Sell signals). -PSAR with alerts (Buy and Sell signals). -SuperTrend with alerts (Buy and Sell signals). -Doji with alert (A yellow arrow show you when a good Doji signal appear). -Divergences on chart (Red is bearish or green is bullish) with multiple type of divergence (MACD, OBV, RSI or CCI) with alerts. -Market Range Bar Filter Color. (You have to configure the TimeZone of the market in UTC and then it will show you blank bar where the volatility is low). -3 Moving Averages with cross alert for MA1 and MA2. Everything is fully customizable in settings. To place an alert, always choose the "Once per bar" option. Many functions are still to come. So don't hesitate to report bugs, suggestions and follow me to always be kept informed of the next updates to come! //ALWAYS DELETE INDICATOR AND ALERTS AND RESET THEM AFTER AN UPDATE! Thank again everyone for your support! Good trade everyone! And remember, money management is the most important!
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RickSimpson tarafından
22