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Moving Average Directional IndexMADX is ADX-inspired indicator with moving averages that determines strength of a trend, as well as its direction. Indicator works following: As the value of MADX increases, so does the strength of a trend If MADX+ ( green line - bullish MADX ) crosses above MADX- ( red line - bearish MADX ) we consider trend as bullish and vice versa.. There will be situations where MADX- and MADX+ cross multiple times in a short period of time -> that will mean that market indecision is happening and big move will most likely happen after it. For the calculation of MADX+ and MADX- we need Moving Averages or Exponential Moving Averages with three specific sources ( high, close, low ). Now, the calculation of each MADX will differ => for MADX+: Moving Average (high) / Moving Average (close) => for MADX-: Moving Average (close) / Moving Average (low) Length of Moving Average is editable.
Pine Script™ indicator
by x10140
2
SUPPORT RESISTANCE STRATEGY [5MIN TF]A SUPPORT RESISTANCE BREAKOUT STRATEGY for 5 minute Time-Frame , that has the time condition for Indian Markets The Timing can be changed to fit other markets, scroll down to "TIME CONDITION" to know more. The commission is also included in the strategy . The basic idea is when , 1) Price crosses above Resistance Level ,indicated by Red Line, is a Long condition. 2) Price crosses below Support Level ,indicated by Green Line , is a Short condition. 3) Candle high crosses above ema1, is a part of the Long condition . 4) Candle low crosses below ema1, is a part of the Short condition . 5) Volume Threshold is an added confirmation for long/short positions. 6) Maximum Risk per trade for the intraday trade can be changed . 7) Default qty size is set to 50 contracts , which can be changed under settings → properties → order size. 8) ATR is used for trailing after entry, as mentioned in the inputs below. // ═════════════════════════// // ————————> INPUTS <————————— // // ═════════════════════════// → L_Bars ———————————> Length of Resistance / Support Levels. → R_Bars ———————————> Length of Resistance / Support Levels. → Volume Break ———————> Volume Breakout from range to confirm Long/Short position. → Price Cross Ema —————> Added condition as explained above (3) and (4). → ATR LONG —————————> ATR stoploss trail for Long positions. → ATR SHORT ————————> ATR stoploss trail for Short positions. → RISK ————————————> Maximum Risk per trade intraday. The strategy was back-tested on TCS ,the input values and the results are mentioned under "BACKTEST RESULTS" below. // ═════════════════════════ // // ————————> PROPERTIES<——————— // // ═════════════════════════ // Default_qty_size ————> 50 contracts , which can be changed under Settings ↓ Properties ↓ Order size // ═══════════════════════════════// // ————————> TIME CONDITION <————————— // // ═══════════════════════════════// The time can be changed in the script , Add it → click on ' { } ' → Pine editor→ making it a copy [right top corner} → Edit the line 27. The Indian Markets open at 9:15am and closes at 3:30pm. The 'time_cond' specifies the time at which Entries should happen . "Close All" function closes all the trades at 3pm , at the open of the next candle. To change the time to close all trades , Go to Pine Editor → Edit the line 92 . All open trades get closed at 3pm , because some brokers don't allow you to place fresh intraday orders after 3pm . // ═══════════════════════════════════════════════ // // ————————> BACKTEST RESULTS ( 100 CLOSED TRADES )<————————— // // ═══════════════════════════════════════════════ // INPUTS can be changed for better Back-Test results. The strategy applied to NSE:TCS ( 5 min Time-Frame and contract size 50) gives us 60% profitability , as shown below It was tested for a period a 6 months with a Profit Factor of 1.8 ,net Profit of 30,000 Rs profit . Sharpe Ratio : 0.49 Sortino Ratio : 1.4 The graph has a Linear Curve with Consistent Profits. The INPUTS are as follows, 1) L_Bars —————————> 4 2) R_Bars —————————> 4 3) Volume Break ————> 5 4) Price Cross Ema ——> 100 5) ATR LONG ——————> 2.4 6) ATR SHORT —————> 2.6 7) RISK —————————> 2000 8) Default qty size ——> 50 NSE:TCS Save it to favorites. Apply it to your charts Now !! Thank You ☺ NSE:TCS
Pine Script™ strategy
by The_Algo_Engineer
1
Month/Month Percentage % Change, Historical; Seasonal TendencyTable of monthly % changes in Average Price over the last 10 years (or the 10 yrs prior to input year). Useful for gauging seasonal tendencies of an asset; backtesting monthly volatility and bullish/bearish tendency. ~~User Inputs~~ Choose measure of average: sma(close), sma(ohlc4), vwap(close), vwma(close). Show last 10yrs, with 10yr average % change, or to just show single year. Chose input year; with the indicator auto calculating the prior 10 years. Choose color for labels and size for labels; choose +Ve value color and -Ve value color. Set 'Daily bars in month': 21 for Forex/Commodities/Indices; 30 for Crypto. Set precision: decimal places ~~notes~~ -designed for use on Daily timeframe (tradingview is buggy on monthly timeframe calculations, and less precise on weekly timeframe calculations). -where Current month of year has not occurred yet, will print 9yr average. -calculates the average change of displayed month compared to the previous month: i.e. Jan22 value represents whole of Jan22 compared to whole of Dec21. -table displays on the chart over the input year; so for ES, with 2010 selected; shows values from 2001-2010, displaying across 2010-2011 on the chart. -plots on seperate right hand side scale, so can be shrunk and dragged vertically. -thanks to @gabx11 for the suggestion which inspired me to write this
Pine Script™ indicator
by twingall
10
Short Swing Bearish MACD Cross (By Coinrule)This strategy is oriented towards shorting during downside moves, whilst ensuring the asset is trading in a higher timeframe downtrend, and exiting after further downside. This script can work well on coins you are planning to hodl for long-term and works especially well whilst using an automated bot that can execute your trades for you. It allows you to hedge your investment by allocating a % of your coins to trade with, whilst not risking your entire holding. This mitigates unrealised losses from hodling as it provides additional cash from the profits made. You can then choose to hodl this cash, or use it to reinvest when the market reaches attractive buying levels. Alternatively, you can use this when trading contracts on futures markets where there is no need to already own the underlying asset prior to shorting it. ENTRY This script utilises the MACD indicator accompanied by the Exponential Moving Average (EMA) 450 to enter trades. The MACD is a trend following momentum indicator and provides identification of short-term trend direction. In this variation it utilises the 11-period as the fast and 26-period as the slow length EMAs, with signal smoothing set at 9. The EMA 450 is used as additional confirmation to prevent the script from shorting when price is above this long-term moving average. Once price is above the EMA 450 the script will not open any shorts - preventing the rule from attempting to short uptrends. Due to this, this strategy is ideal for setting and forgetting. The script will enter trades based on two conditions: 1) When the MACD signals a bearish cross. This occurs when the EMA 11 crosses below the EMA 26 within the MACD signalling the start of a potential downtrend. 2) Price has closed below the EMA 450. Price closing below this long-term EMA signals that the asset is in a sustained downtrend. Price breaking above this could indicate a bullish strength in which shorting would not be profitable. EXIT This script utilises a set take-profit and stop-loss from the entry of the trade. The take profit is set at 8% and the stop loss of 4%, providing a risk reward ratio of 2. This indicates the script will be profitable if it has a win ratio greater than 33%. Take-Profit Exit: -8% price decrease from entry price. OR Stop-Loss Exit: +4% price increase from entry price. Based on backtesting results across a selection of assets, the 45-minute and 1-hour timeframes are the best for this strategy. The strategy assumes each order is using 30% of the available coins to make the results more realistic and to simulate you only ran this strategy on 30% of your holdings. A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance. The backtesting data was recorded from December 1st 2021, just as the market was beginning its downtrend. We therefore recommend analysing the market conditions prior to utilising this strategy as it operates best on weak coins during downtrends and bearish conditions, however the EMA 450 condition should mitigate entries during bullish market conditions.
Pine Script™ strategy
by Coinrule
SRT Indicator script based on Knowledge sharing by NKIn a year, there are 248/ 252 trading days . Half of this is 124. Even 125/ 126 can be taken. For Ex: We get SRT value by dividing the Nifty Spot with 124 SMA value applied on Nifty in a Day Chart. This value Travels between 0.6 ( Bottom) to 1.38/1.4/1.45/1.5 ( Top). Ideal Entry in stock will be at 0.6, which is very rare. You tend to buy at 0.7/0.8/0.9/1.10. Exit from stock will be at 1.5. However, generally, we get a value of 0.8/0.9 and we should start investing 20 % at a time. For every 0.1 declines, we should add 20 % to the stock portfolio. Start Booking Profit if the SRT value is above 1.35 & book 50 % of the portfolio when SRT value is 1.45. For Traders, as when SRT value comes to 0.8/ 0.9. Buy when HM comes in a buy in Monthly Time Frame. SRT moves between 0.6 to 1.5 and which is a very reliable parameter for Investing. Best time to invest in NIFTY is when SRT is between 0.6 to 0.9, NIFTY returned 2X, 3X or even more in less than a year. Make sure Hilega Milega on Monthly Time frame is BUY before investing at these levels Invest in batches, 30% of your capital when SRT is 0.9 and repeat every 0.1 downside
Pine Script™ indicator
by rvc8280
Motion LineThis script plots the Motion Line, a concept explained in Glenn Neely's River Trading Technology, on the go. Due to the limitations on Pine Script at the time of writing this script, plotting Motion Line on Violent Outside-bars does not follow the main procedure... For example on this occasion, the snapshot below displays how exactly the Motion Line should be drawn when a Violent Outside-bar condition is met: But this is how the script handles it: The first connection point to the Violent Outside-bar is ignored and the line is continued from second point of connection. In such situations a different color is applied on the Motion Line.
Pine Script™ indicator
by RezzaHmt
83
Bjorgum Double Tap█   OVERVIEW Double Tap is a pattern recognition script aimed at detecting Double Tops and Double Bottoms. Double Tap can be applied to the broker emulator to observe historical results, run as a trading bot for live trade alerts in real time with entry signals, take profit, and stop orders, or to simply detect patterns. █   CONCEPTS How Is A Pattern Defined? Doubles are technical formations that are both reversal patterns and breakout patterns. These formations typically have a distinctive “M” or a “W” shape with price action breaking beyond the neckline formed by the center of the pattern. They can be recognized when a ​pivot fails to break when tested for a second time and the retracement that follows breaks beyond the key level opposite. This can trap entrants that were playing in the direction of the prior trend. Entries are made on the breakout with a target projected beyond the neckline equal to the height of the pattern. Pattern Recognition Patterns are recognized through the use of ​zig-zag; a method of filtering price action by connecting swing highs and lows in an alternating fashion to establish trend, ​support and resistance, or derive shapes from price action. The script looks for the highest or lowest point in a given number of bars and updates a list with the values as they form. If the levels are exceeded, the values are updated. If the direction changes and a new significant point is made, a new point is added to the list and the process starts again. Meanwhile, we scan the list of values looking for the distinctive shape to form as previously described. █   STRATEGY RESULTS Back Testing Historical back testing is the most common method to test a strategy due in part to the general ease of gathering quick results. The underlying theory is that any strategy that worked well in the past is likely to work well in the future, and conversely, any strategy that performed poorly in the past is likely to perform poorly in the future. It is easy to poke holes in this theory, however, as for one to accept it as gospel, one would have to assume that future results will match what has come to pass. The randomness of markets may see to it otherwise, so it is important to scrutinize results. Some commonly used methods are to compare to other markets or benchmarks, perform statistical analysis on the results over many iterations and on differing datasets, walk-forward testing, out-of-sample analysis, or a variety of other techniques. There are many ways to interpret the results, so it is important to do research and gain knowledge in the field prior to taking meaningful conclusions from them. 👉  In short, it would be naive to place trust in one good backtest and expect positive results to continue. For this reason, results have been omitted from this publication. Repainting Repainting is simply the difference in behaviour of a strategy in real time vs the results calculated on the historical dataset. The strategy, by default, will wait for confirmed signals and is thus designed to not repaint. Waiting for bar close for entires aligns results in the real time data feed to those calculated on historical bars, which contain far less data. By doing this we align the behaviour of the strategy on the 2 data types, which brings significance to the calculated results. To override this behaviour and introduce repainting one can select "Recalculate on every tick" from the properties tab. It is important to note that by doing this alerts may not align with results seen in the strategy tester when the chart is reloaded, and thus to do so is to forgo backtesting and restricts a strategy to forward testing only. 👉  It is possible to use this script as an indicator as opposed to a full strategy by disabling "Use Strategy" in the "Inputs" tab. Basic alerts for detection will be sent when patterns are detected as opposed to complex order syntax. For alerts mid-bar enable "Recalculate on every tick" , and for confirmed signals ensure it is disabled. █   EXIT ORDERS Limit and Stop Orders By default, the strategy will place a stop loss at the invalidation point of the pattern. This point is beyond the pattern high in the case of Double Tops, or beneath the pattern low in the case of Double Bottoms. The target or take profit point is an equal-legs measurement, or 100% of the pattern height in the direction of the pattern bias. Both the stop and the limit level can be adjusted from the user menu as a percentage of the pattern height. Trailing Stops Optional from the menu is the implementation of an ATR based trailing stop. The trailing stop is designed to begin when the target projection is reached. From there, the script looks back a user-defined number of bars for the highest or lowest point +/- the ATR value. For tighter stops the user can look back a lesser number of bars, or decrease the ATR multiple. When using either Alertatron or Trading Connector, each change in the trail value will trigger an alert to update the stop order on the exchange to reflect the new trail price. This reduces latency and slippage that can occur when relying on alerts only as real exchange orders fill faster and remain in place in the event of a disruption in communication between your strategy and the exchange, which ensures a higher level of safety. 👉  It is important to note that in the case the trailing stop is enabled, limit orders are excluded from the exit criteria. Rather, the point in time that the limit value is exceeded is the point that the trail begins. As such, this method will exit by stop loss only. █   ALERTS Five Built-in 3rd Party Destinations The following are five options for delivering alerts from Double Tap to live trade execution via third party ​API solutions or chat bots to share your trades on social media. These destinations can be selected from the input menu and alert syntax will automatically configure in alerts appropriately to manage trades. Custom JSON JSON, or JavaScript Object Notation, is a readable format for structuring data. It is used primarily to transmit data between a server and a web application. In regards to this script, this may be a custom intermediary web application designed to catch alerts and interface with an exchange ​API. The JSON message is a trade map for an application to read equipped with where its been, where its going, targets, stops, quantity; a full diagnostic of the current state and its previous state. A web application could be configured to follow the messages sent in this format and conduct trades in sync with alerts running on the TV server. Below is an example of a rendered JSON alert: { "passphrase": "1234", "time": "2022-05-01T17:50:05Z", "ticker": "ETHUSDTPERP", "plot": { "stop_price": 2600.15, "limit_price": 3100.45 }, "strategy": { "position_size": 0.1, "order_action": "buy", "market_position": "long", "market_position_size": 0, "prev_market_position": "flat", "prev_market_position_size": 0 } } Trading Connector Trading Connector is a third party fully autonomous Chrome extension designed to catch alert webhooks from TradingView and interface with MT4/MT5 to execute live trades from your machine. Alerts to Trading Connector are simple; just select the destination from the input drop down menu, set your ticker in the "TC Ticker" box in the "Alert Strings" section and enter your URL in the alert window when configuring your alert. Alertatron Alertatron is an automated algo platform for cryptocurrency trading that is designed to automate your trading strategies. Although the platform is currently restricted to crypto, it offers a versatile interface with high flexibility syntax for complex market orders and conditions. To direct alerts to Alertatron, select the platform from the 3rd party drop down, configure your ​API key in the ”Alertatron Key” box and add your URL in the alert message box when making alerts. 3 Commas 3 Commas is an easy and quick to use click-and-go third party crypto ​API solution. Alerts are simple without overly complex syntax. Messages are simply pasted into alerts and executed as alerts are triggered. There are 4 boxes at the bottom of the "Inputs" tab where the appropriate messages to be placed. These messages can be copied from 3 Commas after the bots are set up and pasted directly into the settings menu. Remember to select 3 Commas as a destination from the third party drop down and place the appropriate URL in the alert message window. Discord Some may wish to share their trades with their friends in a Discord chat via webhook chat bot. Messages are configured to notify of the pattern type with targets and stop values. A bot can be configured through the integration menu in a Discord chat to which you have appropriate access. Select Discord from the 3rd party drop down menu and place your chat bot URL in the alert message window when configuring alerts. 👉  For further information regarding alert setup, refer to the platform specific instructions given by the chosen third party provider. █   IMPORTANT NOTES Setting Alerts For alert messages to be properly delivered on order fills it is necessary to place the following placeholder in the alert message box when creating an alert. {{strategy.order.alert_message}} This placeholder will auto-populate the alert message with the appropriate syntax that is designated for the 3rd party selected in the user menu. Order Sizing and Commissions The values that are sent in alert messages are populated from live metrics calculated by the strategy. This means that the actual values in the "Properties" tab are used and must be set by the user. The initial capital, order size, commission, etc. are all used in the calculations, so it is important to set these prior to executing live trades. Be sure to set the commission to the values used by the exchange as well. 👉  It is important to understand that the calculations on the account size take place from the beginning of the price history of the strategy. This means that if historical results have inflated or depleted the account size from the beginning of trade history until now, the values sent in alerts will reflect the calculated size based on the inputs in the "Properties" tab. To start fresh, the user must set the date in the "Inputs" tab to the current date as to remove trades from the trade history. Failure to follow this instruction can result in an unexpected order size being sent in the alert. █   FOR PINECODERS  • With the recent introduction of matrices in Pine, the script utilizes a matrix to track ​pivot points with the bars they occurred on, while tracking if that ​pivot has been traded against to prevent duplicate detections after a trade is exited.  • Alert messages are populated with placeholders ; capability that previously was only possible in alertcondition() , but has recently been extended to `strategy.*()` functions for use in the `alert_message` argument. This allows delivery of live trade values to populate in strategy alert messages.  • New arguments have been added to strategy.exit() , which allow differentiated messages to be sent based on whether the exit occurred at the stop or the limit. The new arguments used in this script are `alert_profit` and `alert_loss` to send messages to Discord
Editors' picks
Pine Script™ strategy
by Bjorgum
73
Short Selling EMA Cross (By Coinrule)BINANCE:AVAXUSDT This short selling script works best in periods of downtrends and general bearish market conditions, with the ultimate goal to sell as the the price decreases further and buy back before a rebound. This script can work well on coins you are planning to hodl for long-term and works especially well whilst using an automated bot that can execute your trades for you. It allows you to hedge your investment by allocating a % of your coins to trade with, whilst not risking your entire holding. This mitigates unrealised losses from hodling as it provides additional cash from the profits made. You can then choose to to hodl this cash, or use it to reinvest when the market reaches attractive buying levels. Entry The exponential moving average ( EMA ) 20 and EMA 50 have been used for the variables determining the entry to the short. EMAs can operate better than simple moving averages due to the additional weighting placed on the most recent data points, whereas simple moving averages weight all the data the same. This means that price is tracked more closely and the most recent volatile moves can be captured and exploited more efficiently using EMAs. Our backtesting data revealed that the most profitable timeframe was the 30-minute timeframe, this also enabled a good frequency of trades and high profitability. A fast (shorter term) exponential moving average , in this strategy the EMA 20, crossing under a slow (longer term) moving average, in this example the EMA 50, signals the price of an asset has started to trend to the downside, as the most recent data signals price is declining compared to earlier data. The entry acts on this principle and executes when the EMA 20 crosses under the EMA 50. Enter Short: EMA 20 crosses under EMA 50. Exit This script utilises a take profit and stop loss for the exit. The take profit is set at -8% and the stop loss is set at +16% from the entry price. This would normally be a poor trade due to the risk:reward equalling 0.5. However, when looking at the backtesting data, the high profitability of the strategy (93.33%) leads to increased confidence and showcases the high probability of success according to historical data. The take profit (-8%) and the stop loss (+16%) of the strategy are widely placed to ensure the move is captured without being stopped out due to relief rallies. The stop loss also plays a role of mitigating losses and minimising risk of being stuck in a short position once there has been a fundamental trend reversal and the market has become bullish . Exit Short: -8% price decrease from entry price. OR Exit Short: +16% price increase from entry price. Tip: Research what coins have consistent and large token unlocks / highly inflationary tokenomics, and target these during bear markets to short as they will most likely have substantial selling pressure that outweighs demand - leading to declining prices. The strategy assumes each order is using 30% of the available coins to make the results more realistic and to simulate you only ran this strategy on 30% of your holdings. A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance. The backtesting data was recorded from December 1st 2021, just as the market was beginning its downtrend. We therefore recommend analysing the market conditions prior to utilising this strategy as it operates best on weak coins during downtrends and bearish conditions.
Pine Script™ strategy
by Coinrule
Infiten's Price Percentage Oscillator Channel (PPOC Indicator)What is the script used for? Infiten's Price Percentage Oscillator (PPOC Indicator) can be used as a contrarian indicator for volatile stocks and futures to indicate reversals, areas of support and resistance. For longer term trading, if the Short SMA or prices go above the High PPO Threshold line, it is a sign that the asset is overbought, whereas prices or the Short SMA going below the Low PPO Threshold line indicates that the asset is oversold. What lines can be plotted? Low PPO Thresh - Calculated as -PPO Threshold * Short MA + Long MA : Gives the price below which the PPO hits your lower threshold High PPO Thresh - Calculated as PPO Threshold * Short MA + Long MA : Gives the price above which the PPO hits your upper threshold MA PPO : Plots candles with the Low PPO Thresh as the low, High PPO Thresh as the high, Short MA as the open, and Long MA as the close. Short SMA : plots the short simple moving average Long SMA : plots the long simple moving average Customizable Values : Short MA Length : the number of bars back used to calculate the short moving average for a PPO Long MA Length : the number of bars back used to calculate the long moving average for a PPO PPO Threshold : the percent difference from the moving average expressed as a decimal (0.5 = 50%) Recommendations: Longer timeframes like 300 days are best with larger PPO Thresholds, I recommend using a PPO Threshold of 0.5 or higher. For shorter timeframes like 14 days I recommend setting smaller PPO Thresholds, like 0.3 or lower. I find that these values typically capture the most extremes in price action.
Pine Script™ indicator
by spiritualhealer117
5EMA + VP IGHola Divinis En una villa nació, fue deseo de Dios Crecer y sobrevivir a la humilde expresión Enfrentar la adversidad Con afán de ganarse a cada paso la vida En un potrero forjó una zurda inmortal Con experiencia, sedienta ambición de llegar De cebollita, soñaba jugar un Mundial Y consagrarse en Primera Tal vez jugando pudiera a su familia ayudar En una villa nació, fue deseo de Dios Crecer y sobrevivir a la humilde expresión Enfrentar la adversidad Con afán de ganarse a cada paso la vida En un potrero forjó una zurda inmortal Con experiencia, sedienta ambición de llegar De cebollita, soñaba jugar un Mundial Y consagrarse en Primera Tal vez jugando pudiera a su familia ayudar A poco que debutó (Maradó, Maradó) La 12 fue quien coreó (Maradó, Maradó) Su sueño tenía una estrella Llena de gol y gambetas Y todo el pueblo cantó (Maradó, Maradó) Nació la mano de Dios (Maradó, Maradó) Llenó alegría en el pueblo Regó de gloria este suelo Carga una cruz en los hombros por ser el mejor Por no venderse jamás, al poder enfrentó Curiosa debilidad, si Jesús tropezó ¿Por qué él no habría de hacerlo? La fama le presentó una blanca mujer De misterioso sabor y prohibido placer Que lo hizo adicto al deseo de usarla otra vez Involucrando su vida Y es un partido que un día el Diego está por ganar A poco que debutó (Maradó, Maradó) La 12 fue quien coreó (Maradó, Maradó) Su sueño tenía una estrella Llena de gol y gambetas Y todo el pueblo cantó (Maradó, Maradó) Nació la mano de Dios (Maradó, Maradó) Llenó alegría en el pueblo Llenó de gloria este suelo Olé, olé, olé, olé ¡Diego, Diego! Olé, olé, olé, olé ¡Diego, Diego! Olé, olé, olé, olé ¡Diego, Diego! Olé, olé, olé, olé ¡Diego, Diego! Y todo el pueblo cantó (Maradó, Maradó) La 12 fue quien coreó (Maradó, Maradó) Su sueño tenía una estrella Llena de gol y gambetas Y todo el pueblo cantó (Maradó, Maradó) Nació la mano de Dios (Maradó, Maradó) Llenó alegría en el pueblo Regó de gloria este suelo Regó de gloria este suelo Regó de gloria Agregar a la playlist Tamaño A A Cifrado Imprimir Corregir
Pine Script™ indicator
by CGIUNTA
Optimised RSI strategy for Reversals (by Coinrule)The most common way to use the RSI to spot a good buy opportunity is to check for values lower than 30. Unfortunately, the RSI can remain in oversold territory for long periods, and that could leave you trapped in a trade in loss. It would be appropriate to wait for a confirmation of the trend reversal. In the example above I use a short-term Moving Average (in this case, the MA9) coupled with an RSI lower than 40. This combination of events is relatively rare as reversal confirmations usually come when RSI values are already higher. As unusual as this setup is, it provides buy-opportunities with much higher chances of success. The parameters of this strategy would be: ENTRY: RSI lower than 40 and MA9 lower than the price TAKE PROFIT and STOP-LOSS with a ratio of at least 2. That means that if you set up a take profit of 3%, your stop-loss shouldn’t be larger than 1.5%. The advantage of this approach is that it has a high rate of success and allows you the flexibility of setting up the percentages of the take profit and stop-loss according to your preferences and risk appetite.
Pine Script™ strategy
by Coinrule
Oversold RSI with Tight Stop-Loss Strategy (by Coinrule)KRAKEN:LINKUSD This is one of the best strategies that can be used to get familiar with technical indicators and start to include them in your rules on Coinrule . ENTRY 1. This trading system uses the RSI (Relative Strength Index) to anticipate good points to enter positions. RSI is a technical indicator frequently used in trading. It works by measuring the speed and change of price movements to determine whether a coin is oversold (indicating a good entry point) or overbought (indicating a point of exit/entry for a short position). The RSI oscillates between 0 and 100 and is traditionally considered overbought when over 70 and oversold when below 30. 2. To pick the right moment to buy, the strategy enters a trade when the RSI falls below 30 indicating the coin is oversold and primed for a trend reversal. EXIT The strategy then exits the position when the price appreciates 7% from the point of entry. The position also maintains a tight stop-loss and closes the position if the price depreciates 1% from the entry price. The idea behind this is to cut your losing trades fast and let your winners ride. The best time frame for this strategy based on our back testing data is the daily. Shorter time frames can also work well on certain coins, however in our experience, the daily works best. Feel free to experiment with this script and test it on a variety of your coins! With our back testing data a trading fee of 0.1% is taken into account. The fee is aligned to the base fee applied on Binance, which is the largest cryptocurrency exchange by volume. In the example shown, this strategy made a handsome net profit of 52.6% on Chainlink with 66.67% of trades being profitable. You can execute this strategy on your favorite exchanges with Coinrule .
Pine Script™ strategy
by Coinrule
trading YM based on pair tradingThis is inspired by some online free webinars. Didn't pay for the strategy/ course. I just figured it out myself. So there might be problem with this strategy. Theory: It is based on something called cointegrated. Cointegration means the difference between 2 securities are stable in long term. When the difference is bigger / smaller than normal, then there is space to make profit. You can use some tests to check if they are cointegration. I don't think YM and NQ are strictly cointegrated. I used other platform to test the cointegration. They are not cointegrated. There are multiple ways to do pair trading. I use "Y = A - B * (A /B)" to do this. The back test on tradingview can only trade one security. This is not pair trading in this backtest. But only do long and short based on the theory of pair trading. The max drawdown is huge. You should be careful before doing anything with this strategy. Welcome to give some advice on improvement.
Pine Script™ strategy
by hkorange2007
1
MACD of Aggregated Buy/Sell Pressure - InFinitoModified & Updated script from MARKET VOLUME by Ricardo M Arjona @XeL_Arjona that Includes Aggregated Volume Aggregation code originally from Crypt0rus ***The indicator can be used for any coin/symbol to aggregate volume , but it has to be set up manually*** ***The indicator can be used with specific symbol data only by disabling the aggregation option, which allows for it to be used on any symbol*** - Calculated based on Aggregated Volume instead of by symbol volume . Using aggregated data makes it more accurate and allows to compare volume flow between different kinds of markets (Spot, Futures , Perpetuals, Futures+Perpetuals and All Volume ). - As well, in order to make the data as accurate as possible, the data from each exchange aggregated is normalized to report always in terms of 1 BTC . In case this indicator is used for another symbol, the calculations can be adjusted manually to make it always report data in terms of 1 contract/coin. Buy to Sell Convergence / Divergence by @XeL_Arjona: "It's a simple adaptation of the popular "Price Percentage Oscillator" or MACD but taking Buying Pressure against Selling Pressure Averages, so given a Positive oscillator reading (>0) represents Bullish dominant Trend and a Negative reading (<0) a Bearish dominant Trend. Histogram is the diff between RAW Volume Pressures Convergence/Divergence minus Normalized ones (Signal) which helps as a confirmatory." Things to look for: - Divergences: This indicator can very useful to spot tops and bottoms through divergences
Pine Script™ indicator
by In_Finito_
1
Buy/Sell Aggregated Delta Pressure - InFinitoModified & Updated script from MARKET VOLUME by Ricardo M Arjona @XeL_Arjona that Includes Aggregated Volume , Delta Buy/Sell Pressure Aggregation code originally from Crypt0rus ***The indicator can be used for any coin/symbol to aggregate volume , but it has to be set up manually*** ***The indicator can be used with specific symbol data only by disabling the aggregation option, which allows for it to be used on any symbol*** - Calculated based on Aggregated Volume instead of by symbol volume . Using aggregated data makes it more accurate and allows to compare volume flow between different kinds of markets (Spot, Futures , Perpetuals, Futures+Perpetuals and All Volume ). - As well, in order to make the data as accurate as possible, the data from each exchange aggregated is normalized to report always in terms of 1 BTC . In case this indicator is used for another symbol, the calculations can be adjusted manually to make it always report data in terms of 1 contract/coin. - Buy/Sell Pressure: Smoothens the buy and sell volume into a signal for each. Which makes it easier to identify Buy and Sell Volume Flow. - Buy/Sell Delta Pressure: Calculates the difference between Buy & Sell Pressure and plots a Delta signal that shows who is in control currently. - Buy/Sell + Delta Pressure: Displays both Buy & Sell Pressure and Delta pressure. This can help to visualize who is in control but also how much pressure there is on each side. - A Moving Average can be plotted to the Delta pressure. This, with confluence, can give great entries/exits Things to look for: - Divergences: If price keeps moving in one direction but the pressure to that side decreases it can be inferred that the move might slow down soon or revert. As well if pressure to one side increases but price does not react to it, it signals that the other side is stronger. - MA/Zero Crossovers: Delta Pressure Crossover of its moving average or the 0 Line can indicate direction changes prematurely
Pine Script™ indicator
by In_Finito_
2
Aggregated Volume Based Coloured Bars - InFinitoModified version of Kivanc's Volume Based Colored Bars that colors the bars with Aggregated Volume Data. Aggregation code originally from Crypt0rus ***The indicator can be used for any coin/symbol to aggregate volume , but it has to be set up manually*** ***The indicator can be used with specific symbol data only by disabling the aggregation option, which allows for it to be used on any symbol*** - Calculated based on Aggregated Volume instead of by symbol volume . Using aggregated data makes it more accurate and allows to see if the move was supported (Volume-wise) in all exchanges. - As well, in order to make the data as accurate as possible, the data from each exchange aggregated is normalized to report always in terms of 1 BTC . In case this indicator is used for another symbol, the calculations can be adjusted manually to make it always report data in terms of 1 contract/coin.
Pine Script™ indicator
by In_Finito_
9
MZ Adaptive Ichimoku Cloud (Volume, Volatility, Chikou Filter) This study is a functional enhancement to conventionally used Ichimoku Clouds . It uses particular effective adaptive parameters (Relative Volume Strength Index (MZ RVSI ), Volatility and Chikou Backward Trend Filter) to adapt dynamic lengths for Kijun-sen, Tenkan-sen, Senkou-span and Chikou . This study uses complete available Ichimoku Clouds trading methodology to provide trade confirmations. Its still in experimental phase so will be updated accordingly. ADAPTIVE LENGTH PARAMETERS Relative Volume Strength Index (MZ RVSI ) For adaptive length, I tried using Volume and for this purpose I used my Relative Volume Strength Index " RVSI " indicator. RVSI is the best way to detect if Volume is going for a breakout or not and based on that indication length changes. RVSI breaking above provided value would indicate Volume breakout and hence dynamic length would accordingly make Ichimoku Clouds more over-fitted to better act as support and resistance . Similar case would happen if Volume goes down and dynamic length becomes more under-fit. Original RVSI Library and study can be found here: Volatility Average true range is used as volatility measurement and detection tool. Dual ATR condition would decide over-fitting or under-fitting of curve. Chikou Backward Trend Filter Chikou is basically close value of ticker offset to close and it is a good for indicating if close value has crossed potential Support/Resistance zone from past. Chikou is usually used with 26 period. Chikou filter uses a lookback length calculated from provided lookback percentage and checks if trend was bullish or bearish within that lookback period. Original Chikou Filter library and study can be found here: ADAPTIVE ICHIMOKU CLOUD Tenkan-Sen (Conversion Line) Tenkan-sen is a moving average that is calculated by taking the average of the high and the low for the last nine periods conventionally but in this study its length is dynamically adapted based on Volume, Volatility and Chikou filter. Default adaption range is set to 9-30 which I found universally applicable to almost every market on all time-frames. Kijun-Sen (Base Line) The Kijun-Sen is usually considered a support/resistance line which also acts as an indicator of price movements in the future and takes a longer period into consideration, usually 26 periods compared to Tenkan-Sen’s nine periods is used conventionally. In this study, its length is set to vary in range of 20-60 based on adaptive parameters. Senkou-Span (Leading Span) Senkou-Span A : Senkou Span A is the average of the highs and lows of Tenkan-Sen and Kijun-Sen so it automatically adapts accroding to dynamic lengths of Tenkan and Kijun. Senkou-Span B : Senkou Span B is usually calculated by averaging highs and lows of the past 52 periods and plotting it 26 points to the right but this study uses adaptive parameters to adapt its dynamic length in range of 50-120 which makes Kumo (Ichimoku Cloud) a better area for support and resistance. I don’t consider its necessary to adapt Kumo’s displacement to the right, so I used conventional 26 period as offset. Chikou -Span (Lagging Span) The Chikou Span, also known as the lagging span is formed by taking the price source and offsetting it back 26 periods to the left but I used adaptive length in range 26-50 which makes this tool a better option to check for Chikou -Price cross check in wide range. TRADE SIGNALS & CONFIRMATIONS Volume : RVSI used to detect volume breakout about given point. By default, On Balance Volume based RVSI is selected for all dynamic length adaption and also for trade confirmations. Cross(Tenkan,Kijun) : Easiest way to detect trend as if Tenkan is above Kijun then market is uptrend and vice versa. Volatility : High volatility is a good way to confirm if price is on the move or not. Tenkan = Kijun : Because of a wide range of Tenkan and Kijun length; their value can become equal before reversal. Chikou > Source : A very conventional way to detect price momentum as if Chikou is above price then market is in uptrend and vice versa. Chikou Momentum : Another simpler way to represent Chikou > Source as if momentum of price source is uptrend then price will tend to follow. Source > Kumo : Using the best tool of Ichimoku Clouds i.e. Kumo. If price crosses both Senkou-Span A & B then market has broken potential resistance leading to a good uptrend and vice versa. Source > Tenkan : Better way to detect price trend in short term. Chikou Backward Trend Filter : Different from Chikou >Source in a way that Chikou filter makes sure that price crosses highest/lowest within defined period. CHARTING Bars Coloring : Bars coloring is set as following : src > tenkan-Sen and src > kijun-Sen : Strong uptrend detection and shown by green bars. src < tenkan-Sen and src < kijun-Sen : Strong downtrend detection and shown by green bars. src > tenkan-Sen and src < kijun-Sen : Better way to detect bottom reversals as if price comes above tenkan but remains below kijun; that’s early signs of recovery. Light red bars are used for this by default. src < tenkan-Sen and src > kijun-Sen : Better way to detect top reversals as if price comes below tenkan but remains above kijun; that’s early signs of losing potential in uptrend. Dark Grey bars are used for this by default. Kumo Coloring : Following steps are used to derive Kumo’s dynamic color: Average of Senkou-span A and B is calculated. RSI with 14 period of that average is calculated. Gradient color based on calculated RSI values with 0-100 range is derived which is final Kumo color. Chikou Span Coloring : Dynamic coloring from Chikou Filter is used as Indicator’s Chikou ’s color. Signals Overlay : Red and Green small triangles are used as signals overlay.
Pine Script™ indicator
by MightyZinger
9
Aggregated Money Flow Index - InFinitoModified Version of In-Built Money Flow Index Indicator. Aggregated Volume is used for it's calculation + a couple of other features. Aggregation code originally from Crypt0rus ***The indicator can be used for any coin/symbol to aggregate volume , but it has to be set up manually*** ***The indicator can be used with specific symbol data only by disabling the aggregation option, which allows for it to be used on any symbol*** - Calculated based on Aggregated Volume instead of by symbol volume . Using aggregated data makes it more accurate and allows to compare volume flow between different kinds of markets (Spot, Futures , Perpetuals, Futures+Perpetuals and All Volume ). - As well, in order to make the data as accurate as possible, the data from each exchange aggregated is normalized to report always in terms of 1 BTC . In case this indicator is used for another symbol, the calculations can be adjusted manually to make it always report data in terms of 1 contract/coin. - Added Moving Average ( SMA , EMA , WMA , RMA, VWMA ) that can be plotted to the MFI - Added 10/90 level and 45/55 range level Things to look for: - Divergences: Can be a very good reversal signal - MA crossovers & Oversold/Overbought levels crossover: With proper confluence, entering a position at MA crossover and exiting at oversold/overbought levels can give very good swing setups (Or scalps on LTF) - Center range retests: Once in a trend, retesting the middle range can give very good entries and confirmations of the trend - Confluence of the latter: In combination, if more than one of these occur at the same time it can give more clarity regarding the current state of the market.
Pine Script™ indicator
by In_Finito_
2