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Trend-Range IdentifierTrend trading algorithms fail in ranging market and Swing trading algorithm fail in trending market. Purpose of this indicator is to identify if the instrument is trending or ranging so that you can apply appropriate trading algorithm for the market. Process: ATR is calculated based on the input parameter atrLength Range/Channel containing upLine and downLine is calculated by adding/subtracting atrMultiplier * atr to close price. This range/channel will remain same until the price breaks either upLine or downLine. Once price crosses one among upLine and downLine, then new upLine/downLine is calculated based on latest close price. If price breaks upLine, the trend is considered to be up until the next line break or no lines are broken for rangeLength bars. During this state, candles are colored in lime and upLine/downLine are colored in green. If price breaks downLine, the trend is considered to be down until the next line break or no lines are broken for rangeLength bars. During this state, candles are colored in orange and upLine/downLine are colored in red. If close price does not break either upLine or downLine for rangeLength bars, then the instrument is considered to be in range. During this state, candles are colored in silver and upLine/downLine are colored in purple. In ranging duration, we display one among Keltner Channel, Bollinger Band or Donchian Band as per input parameter : rangeChannel . Other parameters used for calculation are rangeLength and stdDev I have not fully optimized parameters. Suggestions and feedback welcome.
Penunjuk Pine Script®
oleh Trendoscope
3
PercentX Trend Follower [Trendoscope]"Trendoscope" was born from our trading journey, where we first delved into the world of trend-following methods. Over time, we discovered the captivating allure of pattern analysis and the exciting challenges it presented, drawing us into exploring new horizons. However, our dedication to trend-following methodologies remains steadfast and continues to be an integral part of our core philosophy. Here we are, introducing another effective trend-following methodology, employing straightforward yet powerful techniques. 🎲 Concepts Introducing the innovative PercentX Oscillator , a representation of Bollinger PercentB and Keltner Percent K. This powerful tool offers users the flexibility to customize their PercentK oscillator, including options for the type of moving average and length. The Oscillator Range is derived dynamically, utilizing two lengths - inner and outer. The inner length initiates the calculation of the oscillator's highest and lowest range, while the outer length is used for further calculations, involving either a moving average or the opposite side of the highest/lowest range, to obtain the oscillator ranges. Next, the Oscillator Boundaries are derived by applying another round of high/low or moving average calculations on the oscillator range values. Breakouts occur when the close price crosses above the upper boundary or below the lower boundary, signaling potential trading opportunities. 🎲 How to trade a breakout? To reduce false signals, we employ a simple yet effective approach. Instead of executing market trades, we use stop orders on both sides at a certain distance from the current close price. In case of an upper side breakout, a long stop order is placed at 1XATR above the close, and a short stop order is placed at 2XATR below the close. Conversely, for a lower side breakout, a short stop order is placed at 1XATR below the close, and a long stop order is placed at 2XATR above the ATR. As a trend following method, our first inclination is to trade on the side of breakout and not to find the reversals. Hence, higher multiplier is used for the direction opposite to the breakout. The script provides users with the option to specify ATR multipliers for both sides. Once a trade is initiated, the opposite side of the trade is converted into a stop-loss order. In the event of a breakout, the script will either place new long and short stop orders (if no existing trade is present) or update the stop-loss orders if a trade is currently running. As a trend-following strategy, this script does not rely on specific targets or target levels. The objective is to run the trade as long as possible to generate profits. The trade is only stopped when the stop-loss is triggered, which is updated with every breakout to secure potential gains and minimize risks. 🎲 Default trade parameters Script uses 10% equity per trade and up to 4 pyramid orders. Hence, the maximum invested amount at a time is 40% of the equity. Due to this, the comparison between buy and hold does not show a clear picture for the trade. Feel free to explore and optimize the parameters further for your favorite symbols. 🎲 Visual representation The blue line represents the PercentX Oscillator, orange and lime colored lines represent oscillator ranges. And red/green lines represent oscillator boundaries. Oscillator spikes upon breakout are highlighted with color fills.
Strategi Pine Script®
oleh Trendoscope
13
HTF Trend FilterTrend filter based on higher timeframe candles. Can be used as entry filters. Checks if last 3 higher timeframe candles are in fully ascending order or fully descending order. Additionally you can also check if close price is above min of last two highs or below max of last two lows. Lime and Orange candles imply partial trend in higher timeframe. (only last 3 candles align) Green and Red candles imply complete trend. (last 3 candles align along with current close price). Just an experiment. Can be further improved,
Penunjuk Pine Script®
oleh Trendoscope
1
CryptoFilter 2x - TrendsFor advanced traders : See 2 fractals trends. This Indicator filter trend for Crypto-Market. With this indicator it is possible to read the trend of the graphical time and your fractal trend, For convergence / divergence chart.. Thus it is possible to define if the market is aligned in several times of reading, following the same direction, mainly the sequential times, or 1/5 / 15min and 5/15/60 min. Cryptofilter 2x is not recommended for use as a point of entry or exit indicator.
Penunjuk Pine Script®
oleh Trendline365
3
Auto TrendLines [HeWhoMustNotBeNamed]I started off with the intention of creating script to identify Wolfe wave projection. But, soon ran into problem with loops. Realized drawing wedge is more difficult than drawing converging triangle. Hence, took a step back and started working on wedges and triangle identification. Ended up with a messy output which looked like this. Had to take another step back and hence decided to make Trendlines detection script and here we are :) ⬜ Process ▶ Scan pivots which are in trend. This means, series of pivot Highs or pivot lows either in ascending order or descending order. ▶ Draw trend line between each of the pivots in the trend series. For example, if there are 5 pivot high uptrend pivots, draw mXn lines between each of these points. ▶ Select the trend line which is more accurate or stronger. Accuracy is measured by number of candles/wicks touching the line and number of candles which fall outside the line. Stronger trendlines will touch more candles and pivots with less overflow. ▶ Remove all lines except the most accurate one for each direction. At any point of time, you will see upto 4 trend lines in this script. ▶ Trendline joining pivot highs in uptrending condition ▶ Trendline joining pivot lows in uptrending condition ▶ Trendline joining pivot highs in downtrending condition ▶ Trendline joining pivot lows in downtrending conditions The older line will remain until the new one comes through of same type. Hence, you will still be able to see uptrending high and low trend lines for downtrending instruments which are created way back!! Also, new trendlines replace old ones only if they are more stronger (connect to more pivots with less overflow) ⬜ Settings Settings are simple. User can select preferred Zigzag Length and Search Depth. Higher numbers for these two parameters will present longer term trends whereas lower numbers will display shorter ones. Trend Lines controlls will allow users to enable/disable specific type of trend line, set color and line style to it. ⬜ Few Examples ▶ Uptrending Market : NASDAQ:NDX ▶ Downtrending Market : NYSE:BABA ▶ Ranging Market : NYSE:PLTR
Penunjuk Pine Script®
oleh Trendoscope
50
Master Supertrend [Trendoscope]Are you a fan of supertrend? Me too!! Here is a supertrend indicator which provides multiple variation options to chose from. 🎲 Introduction Supertrend is a popular technical indicator used by traders to identify potential trend reversals and determine entry and exit points in financial markets. It is a trend-following indicator that combines price and volatility to generate its signals. Generally supertrend is calculated based on ATR and multiplier value which is used for calculation of stops. In these adaptions, we look to provide few variations to classical methods. 🎲 Variations Following variations are provided in the form of settings. 🎯 Range Type Instead of ATR, different types of ranges can be used for stop calculation. Here is the complete list used in the script. Plus/Minus Range - Calculates plus range and minus range for each candle and uses them for different sides of stop calculation Ladder ATR - Based on the existing concept of Ladder ATR defined in Supertrend-Ladder-ATR True Range - True range derived from standard function ta.tr Standard Deviation - Standard deviation of close prices 🎯 Applied Calculation In standard ATR, rma of TR is used for calculations. But, the application calculation provides option to users to use different mechanisms. It can be a type of moving average or few other types of calculations. Available values are sma ema hma rma wma high median medianHigh (Highest of the last N medians) medianLow (Lowest of the last N medians) 🎯 Other options Few other options provided are Use Close Price - If selected stops are calculated based on the close price instead of high/low prices Wait for Close If selected, change of supertrend direction is calculated based on close price instead of high/low prices Diminishing Stop Distance - When selected, stop distance for the trend direction can only reduce and cannot increase. This option is useful for keeping the tight stops on strong trends. 🎯 Plus Minus Range One of the range type used is Plus/Minus Range. What it means and how are these ranges calculated? Let's have a look. Plus Range is an upward movement of a candle from its last price or open price whichever is lower. Minus Range is a downward movement of a candle from its last price or open price whichever is higher. This divides True Range into two separate range for positive and negative side. Here are the simple settings in nutshell which reflects the same.
Penunjuk Pine Script®
oleh Trendoscope
18
Trendmaster - Crypto Flow IndexWhat it is: The Trendmaster Crypto Flow Index is a unique tool designed to give you an overview of the performance of different Crypto market sectors and sub-sectors. It helps you to identify where you should be focusing your investments for maximum portfolio efficiency and profitability. What it does: The Crypto Flow Index presents a visual overview of the flows of retail and institutional capital into the four main market sectors: Large Caps, Alts Coins, Shit Coins, and Stable Coins as well as several other sub-sectors. Each sector is assigned a "Flow Score", which indicates its current performance, demand, and strength in percentage terms. The "Flow Score" also provides insights into the current stage of the market cycle and the typical over and underperformances of assets that correlate to it. Additionally, the index factors in the sector have a "Correlation" to the broader market, allowing you to see the best sectors for trading and investing, either for positional hedging or differential plays. How to Use it: To use the Trendmaster Crypto Flow Index, you can simply observe the evolving colored line within the indicator and the table overview. You can identify which sectors are outperforming or underperforming the general market and make informed decisions about where to direct your focus and funds. By monitoring the transitions of Flow between sectors, you can gain invaluable insights into the market cycle and the typical over and underperformances of assets that correlate to it. This information will help you to maximize portfolio efficiency by targeting different market sectors based on their performance to the overall cryptocurrency market. The index covers different sectors, including Large caps, Alts, Shit, Stables, AI, Defi, Dex, Exchange, Gaming, Meme, Metaverse, Nft, Privacy, Smart, and Sports. Examples of Cryptocurrencies represented in the different market sectors: Large caps: The biggest market cap cryptocurrencies such as BTC and ETH. Alts: High-cap and high-volume digital assets that are smaller than large caps, such as LTC and XRP. Shit coins: Smaller cap projects that are highly speculative and experience significant price volatility, such as BAT and HOT. Stables: Fiat-pegged assets that provide a stable value, such as USDT and USDC. AI: Projects that are based on artificial intelligence, such as FET and AGIX. DeFi: Leverages high volume smart contract platforms to provide financial products in crypto, mainly ERC20 tokens such as LINK and AAVE. DEX: Decentralized exchanges with their own utility tokens, such as UNI and SUSHI. Exchange: Centralized exchanges with their own utility tokens, such as BNB and CRO. Gaming: Web3/crypto gaming platforms with their own utility tokens, such as AXS and GMT. Meme: Similar to shit coins, but with no real functionality and based purely on social media and memes, such as DOGE and SHIB. Metaverse: Projects that aim to provide Metaverse assets such as virtual land and assets, such as MANA and SAND. NFT: Non-fungible tokens with their own token or NFT-based platforms that have their own utility tokens, such as APE and LOOKS. Privacy: Anonymous and privacy-focused chains, such as XMR and ZEC. Smart: Projects that provide smart contract alternatives to ETH, such as ADA and AVAX. Sports: Fan tokens based on real-world sports teams or platforms that support and distribute them, such as CHZ and FLOW.
Penunjuk Pine Script®
oleh TrendmasterOfficial
1
Trendmaster - Crypto On-Chain Metric BundleWhat it is: The ‘Trendmaster Crypto On-Chain Metric Bundle’ is truly a one-of-a-kind bundle. It provides a complete insight into the on-chain dynamics of the entire Crypto asset class, with a multitude of different included indicators providing unique information and data points to give users an edge regardless of ticker, timeframe, or trading style. What it Does: Allows you to switch between several different metrics in one place and see specific combined metrics and look at the metrics to take contrarian positions How to Use it: Use these metrics to see the on-chain actions in cryptocurrency and play the contrarian. For example, when people are flooding into stablecoins as the price goes down you can see that as a potential buy indicator. All metrics can be viewed with a Dashboard allowing the user to see all of the information in 1 place. List of On-Chain Metrics: To begin with, we have the ‘Trendmaster On-Chain Rating’ – which is our all-in-one, complete on-chain overview metric that can give you an instant insight into the fundamental and underlying strength of any given Crypto asset. It collates the key factors provided by all other indicators within the bundle, weighing in and condensing all of that information into a simple -5 to 5 scale; with a -5 indicating a completely bearish outlook on the asset, and a +5 representing truly great upcoming upside potential. As this indicator is taking into account large amounts of data and statistics to provide an on-chain overview, this value is best taken into consideration on higher timeframes such as the 4hour or daily to provide fundamentally strong buy or sell swing trade opportunities. Extreme rating signals on this indicator are rare but always worth taking into serious consideration. Secondly, we have the ‘Collated Open Interest Oscillator’ – which gives us a peek into the current outlook of the derivatives market across a wide array of Crypto futures on a number of different exchanges. This indicator provides data on a 0-100 scale, with 100 indicating a substantial and sustained increase in open derivative positions in relation to the underlying market volume. A score of 100 can tell us that a huge amount of traders are trying to position themselves with high leverage in anticipation of a big move, and can often be compared to periods of extreme greed from market participants. On the contrary, a value of 0 shows us that the derivative market is decreasing in volume and therefore open interest is decreasing, which can be likened to periods of extreme fear. This data is only provided at daily intervals, but as incredibly high or low values on this indicator can have an almost instant impact, this indicator is best utilized for medium-term trading and investment decisions. The ‘Social Sentiment Oscillator' analyses bullish and bearish narratives in relation to a number of large Cryptocurrencies and the market in general, across multiple social media platforms. Rather than a traditional 0-100 ‘Fear & Greed’ index that many may be familiar with, this indicator tracks the changing in sentiment across platforms on a -100 to 100 scale. A score of -100 may not necessarily indicate immediate extreme fear in the market, but instead a huge shift from an incredibly bullish narrative to an incredibly bearish one. Similar to a score of 100, this does not necessarily indicate that the current outlook on social media platforms is currently positive, but rather that a substantial amount of people are altering their views and have become more bullish on a short-term basis. This data is only provided at daily intervals, so make sure to keep an eye on price and sentiment divergences for the best swing trade opportunities to play contrarian to the majority. Following this is the ‘Miner Confidence Metric’, which provides a long-term overview of the current Crypto miner's outlook. This simple -10 to 10 scale gives us an easy-to-follow bearish to the bullish sentiment of miners. This indicator takes into account the current hash rate, looking at both how it historically compares as well as its rate of decrease/increase; as well as on-chain miner movements to verify their stance on either holding onto their Crypto earnings or preferring to move their coins to exchanges to sell and cover their running costs. Generally speaking, miners can face difficulties operating during times of large market drawdowns, and may be forced into offloading and selling physical and virtual resources to remain afloat – this is indicated by a -10 value at the extreme end, and has historically provided outsized returns for long-term investors accumulating at their demise. Contrary to this, a score of 10 can indicate that miners are not only bullish on the future of crypto, but are likely also expanding operations in anticipation of higher prices in the future. This data is only provided at daily intervals, but on longer-term timeframes provide some of the best long-term accumulation opportunities available to market participants. Next is the ‘Collated On-Chain Volume’ indicator, which simply monitors a variety of Cryptocurrencies and their underlying on-chain transactional usage. When collating these volumetric data it can provide invaluable insight into the current actions taken by market buyers and sellers and often larger players who can have a big influence on price. Typically when we see large spikes in on-chain usage it indicates substantial levels of accumulation or distribution, which can be made more obvious by observing where we currently are in a market cycle. Large spikes after large and extended periods of drawdown can represent coins transferring from retail to larger players who are often referred to as ‘smart money’; and with large on-chain volume following a substantial bull cycle, this may show us larger players distributing coins to retail. Data can only be fetched at daily intervals, but watch for big spikes to try and position yourself alongside the big players. We also have the ‘Holder in Profit %’ which as it sounds, is just giving us a percentile value of Crypto traders, investors, and holders who are currently in profit on their positions. Historically speaking, when a majority are at a loss – and buying ‘when there is blood in the streets has been a profitable venture. Considering cutting some of your positions when market exuberance is in full effect and a vast majority of participants are reaping in easy profits. As data is only obtained at daily intervals, using this as a longer-term gauge for where we may be in a cycle is where it is most insightful. The ‘Long/Short Ratio Crossover’ analyses the current disparity between traders who have positioned themselves in a long position on derivatives markets in comparison to those betting on prices going down. This indicator provides another impressive insight into the fallacy of the herd mentality, and how aiming to be on the opposite side of the masses can often be a profitable venture. A value of 100 can show us that an overwhelming majority of traders are predicting a price increase and are trying to position themselves accordingly, whereas a value of -100 indicates almost all derivative traders are trying to bet on a sizeable market downturn. This metric can be useful for both long-term positions and shorter-term scalping methods of trading and investing, updating on a per-candle basis. Along with this, the ‘Retail Stablecoin Demand’ looks into the current demand for a number of Crypto stablecoins, aiming to mimic an underlying value close to that of traditional fiat currencies like the US Dollar. This is calculated by analyzing the short to mid-term rush to these ‘safer’ assets by retail traders. Traditionally people will exit their positions in favor of stable assets when they are either currently or are expecting to experience losses. Conversely, when users foresee upcoming profits they are likely to transition into a more ‘risk-on’ thesis and exit their stablecoins for more speculative assets. A value of 100 represents a huge demand for stablecoins, whereas a value of -100 shows that there is currently a lack of interest. Another indication providing a chance to profitably play the contrarian, with figures constantly updating to provide the functionality to all regardless of your trading methodology or investment philosophy. Lastly the ‘Whale Bubbles’, display overlaying circles of varying size and opacity to represent on-chain activity by larger market players who are transferring a portion of their substantial holding, usually to exchanges to sell. These bubbles are placed over price action to clearly see the point at which the transaction occurred. We can also lower the minimum requirement of what is defined as a ‘whale movement’ by increasing the sensitivity within the indicator settings and subsequently increasing signal frequency. When whales begin to sell in numbers, it may be worth considering doing the same yourself! We hope you can find utility in all of these indicators, and that in unison they can take your trading and investment to the next level. A majority of these indicators within the bundle can be tweaked and optimized within the bundle to further fine-tune and cater to your preferred trading and investing thesis. Check out our other resources and let us know what you’d like to see next!
Penunjuk Pine Script®
oleh TrendmasterOfficial
Trendline Pairs (Deep Search)After getting good response on Wedge-and-Flag-Finder-Multi-zigzag , I thought I will build little bit further into the script. Main differences Uses deep search algorithm for patterns instead of just using last 5 pivots Flag pattern is removed so that we can concentrate mainly on trend line pairs More number of overall patterns. Trend Patterns Included Channel - Rising, Falling, Ranging Wedge - Rising, Falling + Expanding, Contracting types Triangle - Expanding, Contracting Indeterminate - Happens in rare cases where angle calculation results in error. It may still belong to one of the above patterns. Please note: This is published as free to use but protected source code indicator. This is because the script contains deep search algorithm which isn't made public yet and is also been used in other invite only scripts. Will not be adding alerts to this indicator.
Penunjuk Pine Script®
oleh Trendoscope
72
DTFilter - Bovespa - By Trendline365DAY TRADE. With this indicator it is possible to read the trend of the graphical time,  so that the user can compare with other graph times and check if the market is aligned or not.  Thus it is possible to define if the market is aligned in several times of reading, following the same direction, mainly the sequential times, or 1/5 / 15min .  DTFIlter is not recommended for use as a point of entry or exit indicator. 
Penunjuk Pine Script®
oleh Trendline365
Cryptofilter by Trendline365Cryptofilter: Indicator filter trend for Crypto-Market. With this indicator it is possible to read the trend of the graphical time, so that the user can compare with other graph times and check if the market is aligned or not. Thus it is possible to define if the market is aligned in several times of reading, following the same direction, mainly the sequential times, or 1/5 / 15min and 5/15/60 min. Cryptofilter is not recommended for use as a point of entry or exit indicator.
Penunjuk Pine Script®
oleh Trendline365
Donchian Channel - trend filterTrend filter created based on donchian channel. I am using my custom donchian channel as base for this indicator: Concept is simple. We count how many times price is hitting donchian channel top or bottom without hitting the other side and keep counter for both. Thus: upCount is the number of times price hits donchian channel top without hitting bottom downCount is the number of times price hits donchian channel bottom without hittin top trendCountLimit is the minimum value of upCount or downCount to call it uptrend or downtrend.
Penunjuk Pine Script®
oleh Trendoscope
3
Auto TrendLines and Support Resistance - Ultimate [Trendoscope]Have been working on this script from sometime. Thought it would be right time to publish this now :) This is enhanced and combined version of two open source scripts. Auto-TrendLines-HeWhoMustNotBeNamed Divergence-Support-Resistence ⬜ Major Enhancements to open source ▶ Concept of drawing trendlines remains same. But, logic has been altered to allow considering existing trendlines before scanning new one and also finding the strongest of all. ▶ Strength of trendlines now takes more factors into consideration such as weightage of each candles from two points with respect to a given trendline. ▶ Angle of the trendlines are calculated and considered for determination of overall trend. ▶ Trendlines come with invalidation point and trend definition also can be based on single trendline instead of multiple ones. ▶ Improved divergence and based support/resistance calculations which yield less but more significant levels. ⬜ Components Below are the summary of indicator components ⚪ Trend Lines Summary Widget This can have up-to 4 types of trend lines. Uptrend Lower pivot based Uptrend Higher pivot based Downtrend Lower pivot based Downtrend Higher pivot based Direction of the lines dependent on slope of the trend as well. If angle is not steep, the trend lines are considered as neutral. Meanwhile, trend lines which are too steep are also ignored. Angle calculation depends on the ATR and Angle loopback input parameters which can be altered. Also TrendLines with negative Line strength or formed way too back are ignored based on the settings. Hence, it is perfectly normal to have less than 4 trend lines on charts at times. ⚪ S/R Summary Widget This widget has been used in other indicators. Notations are same though there are logical improvements to derive only the high impact levels. ⬜ Settings ⚪ Trend Detection Settings These are the settings used for scanning the trend lines. Summary of these settings are as below: ⚪ Pattern Detection Settings The pattern detection settings help identify overall trend pattern and status based on the combination of higher and lower pivot trend lines. Important bit here is the Sort Order which impacts the identification of overall trend. Available types are: Distance : Sort based on distance from close price LineStrength : Sort based on line strength of the trend line Latest : Sort based on when the trend lines are formed. ⚪ Support/Resistance Settings Base settings for calculating divergence based Support/Resistance. ⚪ Widgets Widgets settings allow users to control display of Trend Lines and S/R summary widgets. ⚪ Alerts Below are the settings for configuring alerts. Alerts are formatted in Json for easier consumption via web-hook.
Penunjuk Pine Script®
oleh Trendoscope
99
Divergence Indicator [Trendoscope®]🎲 New Divergence Indicator by Trendoscope Our latest Divergence Indicator revolutionizes the way traders identify market trends and potential reversals. Built upon the robust foundation of the Zigzag Trend Divergence Detector and inline with our recent implementation of the Divergence Goggles indicator, this tool is designed to be intuitive yet powerful, making it an essential addition to any trader's toolkit. We received several queries on extending the Divergence Goggles to last N bars instead of using an interactive widget. Though it is possible, we thought the better approach is to enable the indicator to use any oscillator and trend indicator in order to define the divergence. 🎯 Key Features Flexible Oscillator Integration : Choose from a wide range of built-in oscillators or import your own, including options like the innovative Multiband Oscillator. This versatility extends to using volume indicators like OBV for divergence calculations, broadening the scope of analysis. Trend Identification Versatility : Utilize built-in methods like Zigzag and MA Difference, or integrate external trend indicators. Our system adapts to various methods, ensuring you have the right tools for precise trend identification. Customizable Zigzag Sensitivity : Adjust the Zigzag based on your chosen oscillator's sensitivity to ensure divergence lines are accurate and visually coherent. Repainting vs. Delayed Signals : Tailor the indicator to your strategy by choosing between immediate repainting signals and slightly delayed but more stable signals. 🎯 Understanding Divergence: Key Rules Bullish Divergence Happens only in downtrend Observed on Pivot Lows Price makes lower low whereas oscillator makes higher low, indicating weakness and possible reversal Bearish Divergence Happens only in uptrend Observed on Pivot Highs Price makes higher high whereas oscillator makes lower high, indicating weakness and possible reversal Bullish Hidden Divergence Happens only in uptrend Observed on Pivot Lows Price makes higher low, whereas indicator makes lower low due to price consolidation. In bullish trend, this is considered as bullish as the price gets a breather and get ready to surge further. Bearish Hidden Divergence Happens only in downtrend Observed on Pivot Highs Price makes lower high whereas oscillator makes higher high due to price consolidation. In bearish trend, this is considered as bearish as the price gets a breather and get ready to fall further. 🎯 Visual Insights: Divergence and Hidden Divergence For a clearer understanding, refer to our visual guides: 🎲 Using the Divergence Indicator: A Step-by-Step Guide 🎯 Step 1 - Selecting the Oscillator Customize your analysis by choosing from a variety of oscillators or importing your preferred one. Options are available to select a range of built-in oscillators and the loopback length. However, if the oscillator that user want to use is not in the list, they can simply load the oscillator from the indicator library and use it as an external signal. In our current example, we are using a custom oscillator called - Multiband Oscillator This also means, the indicator option is not limited to oscillators. Users can even make use of volume indicators such as OBV for the calculation of divergence. 🎯 Step 2 - Choosing the Trend Identification Method Select from our built-in methods or integrate an external indicator to accurately identify market trends. Trend is one of the key parameters of divergence type identification. Trend can be identified mathematically by various methods. Some of them are as simple as above or below 200 moving average and some can follow trend based indicators such as supertrend and others can be very complex. To cater for a wider audience, here too we have provided the option to use an external trend indicator. The simple condition for the external trend indicator is that it should return positive value for uptrend and negative value for downtrend. Other than that, we also have 2 built in trend identification methods. Zigzag - The trend is defined by the starting pivot of divergence line. If the starting pivot is Higher High or Higher Low, then it is considered uptrend. And if the starting pivot is either Lower Low or Lower High, then we consider it as downtrend. MA Difference - In this case, the difference between the moving average of pivots joining the divergence line will determine the trend. It is considered uptrend if the moving average increased from starting pivot to ending pivot of the divergence line, and it is considered downtrend if the moving average decreased from starting pivot to the ending pivot of the divergence line. 🎯 Step 3 - Adjusting Zigzag Sensitivity Fine-tune the Zigzag to match the oscillator's sensitivity, ensuring divergence lines are accurate and visually coherent. 🎯 Step 4 - Managing Repainting Understand the implications of repainting in the last pivot of the Zigzag and choose between immediate or delayed signals based on your trading strategy. The last pivot of the zigzag repaint by design. This is not necessarily a bad thing. Users can just choose not to use the last pivot, but instead use the last but one for all the calculations. But, this also means, the signals will be delayed. Indicator provides option to use repainting signal vs delayed signal. If you select the repaint option, the signals are shown immediately as and when they occur. But, there is a possibility that these signals change when the new price candles change zigzag pivot. If you chose not to select the repaint option, then the divergence signals may lag by a few bars.
Penunjuk Pine Script®
oleh Trendoscope
33
Band-Zigzag - TrendFollower Strategy [Trendoscope]Strategy Time!!! Have built this on my earlier published indicator Band-Zigzag-Trend-Follower . This is just one possible implementation of strategy on Band-Based-Zigzag . 🎲 Notes Experimental prototype. Not financial advise and strategy not guaranteed to make money despite backtest results Not created or tested for any specific instrument or timeframe Test and adopt with own risk 🎲 Strategy This is trend following strategy built based on Bands and Zigzag. Traits of trend following strategies are Lower win rate (Yes, thats right) High risk reward (Compensates low win rate) Higher drawdown If market is choppy, trend following methods suffer. The script implements few points to overcome the negatives such as lower win rate and higher drawdown by actively assessing pivots on the direction of trend along. This helps us take regular profits and exit on time during the end of trend. Most of the other concepts are defined and explained in indicator - Band-Zigzag-Trend-Follower and Band-Based-Zigzag Defining a trend following method is simple. Basic rule of trend following is Buy High and Sell Low (Yes, you heard it right). To explain further - methodology involve finding an established trend which is flying high and join the trend with proper risk and optimal stop. Once you get into the trade, you will not exit unless there is change in the trend. Or in other words, the parameters which you used to define trend has reversed and the trend is not valid anymore. 🎯 Using bands When price breaks out of upper bands (example, Bollinger Band , Keltener Channel, or Donchian Channel), with a pre determined length and multiplier, we can consider the trend to be bullish and similarly when price breaks down the lower band, we can consider the trend to be bearish . 🎯 Using Pivots Simple logic using zigzag or pivot points is that when price starts making higher highs and higher lows, we can consider this as uptrend. And when price starts making lower highs and lower lows, we can consider this as downtrend. There are few supertrend implementations I have published in the past based on zigzags and pivot points . Drawbacks of both of these methods is that there will be too many fluctuations in both cases unless we increase the reference length. And if we increase the reference length, we will have higher drawdown. 🎯 Band Based Zigzag Method Here we use bands to define our pivot high and pivot low - this makes sure that we are identifying trend only on breakouts as pivots are only formed on breakouts Our method also includes pivot ratio to cross over 1.0 to be able to consider it as trend. This means, we are waiting for price also to make new high high or lower low before making the decision on trend. But, this helps us ignore smaller pivot movements due to the usage of bands. I have also implemented few tricks such as sticky bands (Bands will not contract unless there is breakout) and Adaptive Bands (Band will not expand unless price is moving in the direction of band). This makes the trend following method very robust. To avoid fakeouts, we also use percentB of high/low in comparison with price retracement to define breakout. 🎲 Settings Settings are fairly simpler and are explained as below. You will find most of the required information in tooltips.
Strategi Pine Script®
oleh Trendoscope
23
Rolling Angled Volume Profile [Trendoscope®]🎲 Volume Profile Indicators 🎯Traditional Volume Profile Volume profile indicators visually represent the distribution of volume across price levels. These indicators typically operate on horizontal price levels, making them effective in identifying supply and demand zones in ranging markets. However, they are less useful in trending markets where price movements follow a slope. 🎯The Need for Angled Volume Profiles Just as support and resistance levels differ from trendlines, volume profile indicators require an equivalent method to account for volume distribution along a sloped trajectory. This would enable more accurate volume analysis in trending markets. We identified the need of Angled Volume profile and have already published few indicators that implements the concept. Angled Volume Profile calculates volume distribution along a slope. Users interact with the indicator by selecting the starting point, after which the volume profile is calculated for the selected trajectory. Volume Forks is another tool that extends angled volume profile analysis, aligning volume profiles along the trajectory of pitchforks. 🎲 Rolling Volume Profile Indicator The Rolling Volume Profile offers a new approach to angled volume profile calculations, addressing some limitations of earlier implementations: 🎯 Rolling Calculation The volume profile is calculated for the last N bars of the instrument The slope of the profile lines is determined by the closing prices of the starting and ending bars Profiles are drawn in the direction of price movement between the start and end bars. 🎯 Dynamic Updates As new bars are added, the calculations are updated, and the profile is redrawn based on the latest data. This dynamic behavior earns it the name "Rolling Volume Profile." 🎯 Advantages Over Earlier Versions Unlimited Profile Lines : Unlike previous implementations limited to 500 profile lines, this indicator uses polyline objects, overcoming the restriction. Live Updates : Previous angled volume profile tools lacked real-time updates when new bars appeared. This limitation is resolved in the Rolling Volume Profile Indicator. The Rolling Volume Profile provides an efficient and scalable solution for analyzing volume in trending markets. 🎯 Indicator Settings Simple settings include few customisable options
Penunjuk Pine Script®
oleh Trendoscope
4
Zigzag Tails [Trendoscope®] 🎲 Introducing Zigzag Tails Indicator by Trendoscope. The Zigzag Tails Indicator, a groundbreaking tool from Trendoscope, redefines technical analysis by seamlessly integrating anchored VWAPs (Volume Weighted Average Prices) and Average Price calculations with Zigzag pivot points. This advanced indicator recalculates Average Price or VWAP from one Zigzag pivot to the next, offering unparalleled insights into market movements. 🎯 Innovative Design Each Zigzag pivot can feature up to three distinct tails, corresponding to the high, low, and close prices of each candle. Users have the flexibility to select between Average Price and VWAP for display on their charts. By default, the indicator plots all three tails, but individual tail visibility is customizable via the settings panel. Average Price Mode: When selected, tails depict the average price across a specified number of bars. VWAP Mode: In this mode, tails represent the VWAP, calculated for a given price over a set number of bars. 🎯 Dynamic Dotted Tail The Zigzag Tails Indicator features dotted tails that extend from the last Zigzag pivot to the current bar. These dotted tails dynamically adapt to market changes and are subject to repainting with the emergence of new Zigzag pivots. When repainting is enabled, the dotted tails originate from the last unconfirmed Zigzag pivot, extending to the current bar. This setting offers a more immediate, albeit tentative, visual representation of market trends. With repainting disabled, the dotted tails will be anchored from the last confirmed Zigzag pivot to the current bar, providing a more stable but slightly delayed market analysis. Irrespective of the repaint option, the dotted dynamic tails is always expected to repaint. 🎯 Practical Applications The Zigzag Tails Indicator provides more accurate support and resistance levels than traditional VWAP, rolling VWAP, or moving averages. Its precision makes it an invaluable tool for identifying trends, as well as potential trend continuations or reversals. 🛠 Indicator Settings Zigzag Configuration: Zigzag Length determines the loopback length for the foundational Zigzag calculation. Number of Bars represent the calculation distance. This limitation is added to avoid runtime errors on lower timeframes. The calculations run through lots of loops. Hence, if it is run across too many bars, we may get timeout issues. Repaint: Activating this will also display the last, unconfirmed Zigzag pivot. Since the last pivot is inherently tentative, it may repaint with the arrival of new bars. A pivot is confirmed only when a subsequent unconfirmed pivot emerges on the chart. Tail Configuration Tail Type: Choose between average and VWAP for the tail calculation. The average option plots a simple average, while the VWAP option calculates an anchored VWAP from pivot to pivot. Display Options: Tailored display options for High, Low, Close prices, with customizable colors for each tail type. Inspired by the ideas of @KioseffTrading's implementation of Zigzag Anchored VWAP
Penunjuk Pine Script®
oleh Trendoscope
14
Volume Forks [Trendoscope]🎲 Volume Forks - Advanced Price Analysis with Recursive Auto-Pitchfork and Angled Volume Profile The Volume Forks Indicator is a comprehensive research tool that combines two innovative techniques, Recursive Auto-Pitchfork and Angled Volume Profile . This indicator provides traders with valuable insights into price dynamics by integrating accurate pitchfork drawing and volume analysis over angled levels. The indicator does following things Detects Pitchfork formations automatically on the chart over Recursive Zigzag Instead of drawing forks based on fib levels, volume distribution over ABC of pitchfork is calculated and drawn in the direction of the handle. 🎲 Brief about Pitchfork Pitchfork is drawn when price forms ABC pattern. Pitchfork draws a series of parallel lines in the direction of trend which can be used for support and resistance. There are many methods of drawing pitchfork. In all cases, a line joining B​C  will make the base of pitchfork and fork lines are drawn from different points of the base. All the fork lines will be parallel. But, the handle of the base defines the direction of fork lines. Classification of pitchfork is mainly based on the starting and ending points of the handle. 🎲 Regular Types Here, end of the handle is always fixed and it will be the mid point of B and C. 🎯 Andrews Pitchfork Handle starts from A and joins the base at mid of B and C. Forks are drawn based on fib ratios from the handle 🎯 Schiff Pitchfork Handle starts from Bar of A and price of middle of AB and joins the base at mid of B and C Forks are drawn based on fib ratios from the handle 🎯 Modified Schiff Pitchfork Handle starts from mid of A and B and joins the base at mid of B and C Forks are drawn based on fib ratios from the handle 🎲 Inside Types Here, C will act as end of the handle which joins the Base B​C . 🎯 Andrews Pitchfork (Inside) Handle starts from A and joins the base at C Forks are drawn based on fib ratios from the handle 🎯 Schiff Pitchfork (Inside) Handle starts from Bar of A and price of (A+B)/2 and joins the base at C Forks are drawn based on fib ratios from the handle 🎯 Modified Schiff Pitchfork (Inside) Handle starts from mid of A and B and joins the base at C Forks are drawn based on fib ratios from the handle 🎲 Brief about Pitchfork The Angled Volume Profile technique expands on the concept of volume profile by measuring volume distribution levels over angled levels rather than just horizontal levels. By selecting a starting point and angle interactively, traders can assess volume distribution within specific price trends. This feature is particularly useful for analysing volume dynamics in trending markets. 🎲 Settings Indicator settings include few things which determine the scanning of pitchforks and few which determines drawing of volume profile lines. Please note that, due to pine limitations of 500 lines, if there are too many formations on the chart, volume profile may not appear correctly. If that happens, please reduce the number of volume forks per formation.
Penunjuk Pine Script®
oleh Trendoscope
19
Auto Chart Patterns - Ultimate [Trendoscope]Here is an attempt to gather and present stats and probabilities of different chart patterns. Here, we challenge few traditional biases such as rising wedge is bearish, falling wedge is bullish etc. All the chart patterns identified in this script are bi-directional. Meaning they offer opportunities to trade in either direction. This indicator is built on the base of two free scripts 🎯 Wedge-and-Flag-Finder-Multi-zigzag 🎯 Trendline-Pairs-Deep-Search 🎲 Following are the major highlights/updates in the present script ▶ Uses the similar deep search algorithm for finding patterns. Pattern identification logic has been optimised to provide more accurate patterns. ▶ Provides suggestion on how to trade these patterns - along with entry, stop and target suggestions. ▶ Advanced options available in setting such as 'Safe Repaint' - which enables repaint only when trade has not started. ▶ Option to run algorithm within specified time window ▶ Comprehensive stats on historical patterns which include win ratio, risk reward, trailing win ratio and trailing risk reward. ▶ Open Trades Stats widget which can help tracking trades easily. ▶ Fully customisable alerts - which can be used to plugin into bots. 🎲 Chart Patterns Included ▶ Channel - Uptrend, Downtrend, Ranging ▶ Triangle - Expanding, Contracting ▶ Rising Wedge - Expanding, Contracting ▶ Falling Wedge - Expanding, Contracting If unable to determine the type and yet pivots are inline to form two trend lines, then it goes to category - Indeterminate 🎲 Indicator Components Below is a quick snapshot of indicator components. Now, lets look at some of the individual components: ▶Open trade stats helps recognise trades in motion. ▶ Closed trade stats can either be shown with minimal stats or fully detailed stats. 🎲 Settings ▶ Generic Settings ▶ Zigzag and pattern selection ▶ Channel Settings ▶ Risk/Reward and Stats/Display Settings 🎲 Key Features ⬤ Safe Repaint : This option allows redrawing pattern only if trade has not been taken. This increases accuracy of pattern detection. Example of impact of safe repaint is shows as below: ⬤ Trade Reversal or Breakout of Channels : This option is useful to handle channels of different size. If the distance between channel trendlines are huge, then it is more advantageous to trade reversals. If the distance between trendlines of channel is small, it is more rewarding to trade the breakouts. Here is an example of how this setting impacts the trade suggestions. ⬤ Detailed Closed Trade Stats : Closed Stats settings give users option to see in depth details such as risk reward and win ratios for past patterns along with numbers. ⬤ Fully Customisable Alerts : Alerts are implemented using alert method. Hence, users will not see text box in alert window where they can set alert format. To overcome this challenge, the indicator offers customisation of alerts through settings. In the settings window, you notice below options for alerts These settings allow users to enable/disable alerts for different status of patterns. The text box in the settings allows users to set customisable alert formats using specific placeholders. Valid placeholders are: {type} - Alert Type {id} - Pattern id for which alert is generated {ticker} - Ticker for which alert is generated {timeframe} - Chart timeframe {price} - Current close price {pattern} - Name of the pattern {longTrade} - Array containing stop, entry, target1 and target2 for long side of the trade for given pattern {shortTrade} - Array containing stop, entry, target1 and target2 for short side of the trade for given pattern {status} - Contains status of both long and short side of the trades as text Default alert template set for all type of alerts is as below { "alert" : "{type}", "id" : {id}, "ticker" : "{ticker}", "timeframe" : "{timeframe}", "price" : {price}, "pattern" : "{pattern}", "long " : {longTrade}, "short " : {shortTrade}, "status" : "{status}" } An example alert looks like this: If you just want to display pattern name and alert type, your alert message in the box should be something like this: Type - {type}, Pattern - {pattern} Will make a video on settings and usage when I get time :)
Penunjuk Pine Script®
oleh Trendoscope
140
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 :)
Strategi Pine Script®
oleh Trendoscope
2
ABCD Projection [Trendoscope®]Over the years, we have extensively explored and published numerous scripts centered around various chart patterns, including Harmonic Patterns, Reversal Patterns, Elliott Waves, and more. Our expertise in these areas has led to frequent requests for an indicator based on the ABCD pattern. Although we didn't include it as part of our Harmonic Patterns collection, the development of a dedicated ABCD Projection Indicator has always been a priority for us. 🎲 Overview of the ABCD Projection Indicator The ABCD Projection Indicator is designed to identify and project ABCD patterns using a Zigzag-based approach. This pattern, characterized by alternating pivot highs and lows labeled as A, B, C, and D, is particularly significant in trending markets where it signifies trend continuation following deep pullbacks. The indicator works by confirming the ABC pivots and projecting the D pivot based on the established price swings. Since ABCD patterns are most effective in trending environments, the indicator focuses on filtering patterns where the retracement from the C pivot has not compromised the trade's potential. Specifically, it ensures that the starting point (S)—where the pattern is detected—has not retraced beyond a defined threshold, preserving the opportunity to execute a trade with the goal of reaching the projected D pivot. Additionally, the ABCD Projection Indicator considers the retracement ratio from the C pivot, which plays a crucial role in risk management. A higher retracement ratio reduces the stop distance (from pivot A to the entry point S) while increasing the distance to the target (pivot D), thereby enhancing the reward/risk ratio for trades. 🎲 Components of the ABCD Projection Indicator The ABCD Projection Indicator comprises several key components: A, B, C Pivots and Zigzag Wave : These elements form the foundational structure of the ABCD pattern. S Point : This is the location where the pattern is identified, positioned a few bars away from the confirmed C pivot. Estimated D Pivot : The D pivot is projected based on the A, B, and C price levels. The time or distance to the D pivot is influenced by the starting point S. Mini Stats Table : Located in the top right corner, this table displays win/loss ratios and risk/reward data for both bullish and bearish scenarios. Fibonacci Levels : Calculated from the C to D pivots, these levels are provided as a reference for additional analysis. 🎲 Indicator Settings The settings for the ABCD Projection Indicator are minimal and intuitive, with tooltips provided to guide users through the configuration process.
Penunjuk Pine Script®
oleh Trendoscope
13