Price and Volume Breakout Buy Strategy [TradeDots]The "Price and Volume Breakout Buy Strategy" is a trading strategy designed to identify buying opportunities by detecting concurrent price and volume breakouts over a specified range of candlesticks.
This strategy is optimized for assets demonstrating high volatility and significant momentum spikes.
HOW IT WORKS
The strategy first takes the specific number of candlesticks as the examination window for both price and volume.
These values are used as benchmarks to identify breakout conditions.
A trade is initiated when both the closing price and the trading volume surpass the maximum values observed within the predetermined window.
Price must be above a designated moving average, serving as the trend indicator, ensuring that all trades align with the prevailing market trend.
APPLICATION
This strategy is particularly effective for highly volatile assets such as Bitcoin and Ethereum, capitalizing on the cues from sudden price and volume breakouts indicative of significant market movement, often driven by market smart money traders.
However, for broader markets like the S&P 500, this strategy may be less effective due to less pronounced volume and price shifts compared to the cryptocurrency markets.
DEFAULT SETUP
Commission: 0.01%
Initial Capital: $10,000
Equity per Trade: 70%
Backtest result sometimes gives fewer than 100 trades under certain higher timeframes, as most trades tend to have a long holding period. Entry conditions are also more stringent, which, combined with the relatively brief history of cryptocurrencies, results in fewer trades on longer timeframes.
Users are advised to adjust and personalize this trading strategy to better match their individual trading preferences and style.
RISK DISCLAIMER
Trading entails substantial risk, and most day traders incur losses. All content, tools, scripts, articles, and education provided by TradeDots serve purely informational and educational purposes. Past performances are not definitive predictors of future results.
Pesquisar nos scripts por "trendline"
Jemmy Trade Whales Multiple Signal Options - Nine in One $$$This script is a combination of several indicators and trading strategies.
Let's break down each part:
1. MACD Indicator (My MACD Indicator – Nabil's Version): This calculates the Moving Average Convergence Divergence (MACD) using Heikin Ashi candles. It uses Exponential Moving Averages (EMA) to compute the fast and slow lengths and then calculates the MACD line, signal line, and histogram based on the difference between these EMAs.
2. Smoothed Moving Average (SMMA): This calculates a smoothed moving average using a user-defined length.
3. Least Squares Moving Average (LSMA): This calculates a least squares moving average using a user-defined length.
4. High Low SAR - Nabil's Version: This section calculates various levels based on SAR (Stop and Reverse) indicator. It also plots lines based on certain conditions and includes SAR lines with specific properties.
5. Volume-Weighted Hull Moving Average (VHMA) - Nabil's Version: This calculates a volume-weighted Hull moving average.
6. SAR (Stop and Reverse): This calculates the SAR indicator with user-defined parameters.
7. Mean Reversion Strategy: This part calculates upper and lower bands based on a multiplier of Standard Deviation from a mean. It also generates buy and sell signals based on crossing these bands.
8. SSL Hybrid - Nabil's Version: This calculates various indicators like SSL (Stochastic Scaled Levels), ATR (Average True Range) bands, and Keltner Channels. It also plots buy and sell signals based on certain conditions.
9. Buy Signal Options: This section defines several conditions for generating buy signals based on different combinations of indicators and plots corresponding buy signals.
Each section seems to be relatively independent and focused on calculating specific indicators or trading strategies. The script combines these components to provide a comprehensive trading setup with various buy signal options based on user preferences.
BUY SIGNALS EXPLAINATION:
1. MAIN - Price: This signal triggers when the current candle's close price crosses above the lookback average line (lookbackavg). It indicates a bullish momentum when the price moves above the average line.
2. MAIN - Price - SMMA - LSMA / Crossing: This signal combines multiple conditions:
• The current candle's close price crosses above the lookback average line.
• The smoothed moving average (SMMA) crosses above the lookback average line.
• The least squares moving average (LSMA) crosses above the lookback average line. This signal confirms a bullish trend when all three moving averages cross above the average line simultaneously.
3. MAIN - Price - (SMMA > LSMA) / No Crossing: This signal triggers when the following conditions are met:
• The current candle's close price crosses above the lookback average line.
• The SMMA is above the LSMA. This signal confirms a bullish trend when the SMMA remains consistently above the LSMA without crossing.
4. MAIN - Price - SMMA - LSMA - SAR - SSL / Crossing: This signal combines multiple conditions:
• The current candle's close price, SMMA, and LSMA cross above the lookback average line.
• The SAR (Stop and Reverse) indicator is above the SSL (Stochastic Scaled Levels). This signal indicates a strong bullish momentum when all conditions align.
5. MAIN - Price - (SMMA > LSMA) - SAR - SSL / No Crossing: This signal triggers when the following conditions are met:
• The current candle's close price crosses above the lookback average line.
• The SMMA is consistently above the LSMA.
• The SAR is above the SSL. This signal confirms a bullish trend without any crossing of moving averages.
6. MAIN - Price - SMMA - LSMA - SAR - SSL / Crossing - Coloring: Similar to signal 4, this signal additionally checks for specific colors of SAR and SSL lines to confirm a bullish momentum.
7. MAIN - Price - (SMMA > LSMA) - SAR - SSL / No Crossing - Coloring: Similar to signal 5, this signal also checks for specific colors of SAR and SSL lines to confirm a bullish trend without any crossing of moving averages.
8. MAIN Support line - 2 Candles: This signal triggers when the price pulls back from below the support line within the last two candles. It indicates a potential reversal from a support level.
9. MAIN Support line - lookBack Candles: This signal is similar to signal 8 but considers a specified lookback range for checking the pullback from below the support line.
These buy signals aim to identify various bullish scenarios based on combinations of price action, moving averages, SAR, and SSL indicators. Each signal offers different levels of confirmation for potential buying opportunities in the market.
USE IT WITH YOUR RISK MANAGEMENT STRATEGIES.
Future Updates "Coming Soon"
Targets - Under processing.
Stop loss - Under Processing.
Trailing - Under Processing.
Historical Data Table - Under processing.
Strength Table - Under Processing.
Whales Catcher - Under Processing.
Order Book Analyzer - Under Processing.
NABIL ELMAHDY $$
AllTheUpsTheresAlwaysDowns "AllTheUpsTheresAlwaysDowns" ☆ATUTAD☆ // w%r + ma indicator designed for forex trading.
This indicator combines the Williams %R, moving averages, and session tracking.
Key Inputs:
Williams%Range Period: Adjusts the sensitivity of the Williams %R calculation.
Moving Average Period: Defines the period for the moving average used in the indicator.
Overbought and Oversold Thresholds: Sets the thresholds for identifying overbought and oversold conditions.
Features:
Williams %R Calculation: Calculates the Williams %R, a momentum oscillator that measures overbought and oversold levels.
Moving Averages: Plots two moving averages to capitalize on and visualize trend direction.
Session Tracking: Identifies the start and end of trading sessions (Tokyo, London, New York) for better session-based analysis.
Signal Generation: Generates buy/sell signals based on Williams %R levels and moving average crossovers.
Color Coding: Visualizes color-coded bars and shapes to highlight different market conditions and signal types.
Alerts: For buy/sell signals and overbought/oversold conditions to prompt timely actions.
Usage Tips:
Interpret Signals: Trend direction through buy/sell signals and overbought/oversold trend,- reversal / breakout line conditions for potential trading opportunities.
Session Awareness: Take into account the trading sessions (Tokyo, London, New York) to move along with the market dynamics during different times of the day.
Confirmation: Use additional technical analysis tools to confirm signals before executing trades. For example the Williams Percetange Range indicator.
Risk Management: Trade with proper risk management strategies to avoid potential losses.
HappyTrading
ORB Heikin Ashi SPY 5min Correlation StrategyOverview:
The ORB (Opening Range Breakout) strategy combined with Heikin Ashi candles and Relative Volume (RVOL) indicator aims to capitalize on significant price movements that occur shortly after the market opens. This strategy identifies breakouts above or below the opening range, using Heikin Ashi candles for smoother price visualization and RVOL to gauge the strength of the breakout.
Components:
Opening Range Breakout (ORB): The strategy starts by defining the opening range, typically the first few minutes of the trading session. It then identifies breakouts above the high or below the low of this range as potential entry points.
Heikin Ashi Candles: Heikin Ashi candles are used to provide a smoother representation of price movements compared to traditional candlesticks. By averaging open, close, high, and low prices of the previous candle, Heikin Ashi candles reduce noise and highlight trends more effectively.
Relative Volume (RVOL): RVOL compares the current volume of a stock to its average volume over a specified period. It helps traders identify abnormal trading activity, which can signal potential price movements.
Candle for correlation : In this case we are using SPY candles. It can also use different asset
Strategy Execution:
Initialization: The strategy initializes by setting up variables and parameters, including the ORB period, session timings, and Heikin Ashi candle settings.
ORB Calculation: It calculates the opening range by identifying the high and low prices during the specified session time. These values serve as the initial reference points for potential breakouts. For this we are looking for the first 30 min of the US opening session.
After that we are going to use the next 2 hours to check for breakout opportunities.
Heikin Ashi Transformation: Optionally, the strategy transforms traditional candlestick data into Heikin Ashi format for smoother visualization and trend identification.
Breakout Identification: It continuously monitors price movements within the session and checks if the current high breaches the ORB high or if the current low breaches the ORB low. These events trigger potential long or short entry signals, respectively.
RVOL Analysis: Simultaneously, the strategy evaluates the relative volume of the asset to gauge the strength of the breakout. A surge in volume accompanying the breakout confirms the validity of the signal. In this case we are looking for at least a 1 value of the division between currentVolume and pastVolume
Entry and Exit Conditions: When a breakout occurs and is confirmed by RVOL and is within our session time, the strategy enters a long or short position accordingly. It does not have a stop loss or a takie profit level, instead it will always exit at the end of the trading session, 5 minutes before
Position Sizing and Commissions: For the purpose of this backtest, the strategy allocated 10% of the capital for each trade and assumes a trading commission of 0.01$ per share ( twice the IBKR broker values)
Session End: At the end of the trading session, the strategy closes all open positions to avoid overnight exposure.
Conclusion:
The combination of ORB breakout strategy, Heikin Ashi candles, and RVOL provides traders with a robust framework for identifying and capitalizing on early trends in the market. By leveraging these technical indicators together, traders can make more informed decisions and improve the overall performance of their trading strategies. However, like any trading strategy, it's essential to backtest thoroughly and adapt the strategy to different market conditions to ensure its effectiveness over time.
Trend Lines with Break Signals [UAlgo]🔶 Description:
The "Trend Lines with Breaks " indicator is designed to identify and visualize trend lines on a price chart, allowing traders to observe potential trend reversals or continuations. This script implements a method to draw trend lines based on pivot points (highs and lows) within a specified sensitivity range. It also provides an option to display breaks in these trend lines, aiding traders in recognizing significant market movements.
🔶 Key Features:
Trend Line Sensitivity Adjustment: Users can adjust the sensitivity of the trend lines using the "Trend Line Sensitivity" parameter, allowing customization based on market conditions and preferences.
Visualization of Trend Lines: The indicator visually represents trend lines on the chart, distinguishing between upward and downward trends. Users can customize the appearance of these trend lines, including color, style, and width.
Detection of Trend Line Breaks: Trend line breaks are identified by comparing the current price with the slope of the trend line. If the price breaks below (for bullish trend lines) or above (for bearish trend lines) the slope of the trend line, indicating a potential reversal, a "B" label is displayed on the chart. Trend line breaks are only displayed if the "showBreaks" parameter is enabled.
Before Bearish Trend Line Break :
If the price "Close" value closes above the trend line :
Before Bullish Trend Line Break :
If the price "Close" value closes below the trend line :
🔶 Disclaimer:
Not Financial Advice: This indicator is intended for educational and informational purposes only. It does not constitute financial advice or recommendations to buy, sell, or hold any financial instruments.
Use at Own Risk: Trading involves substantial risk of loss and is not suitable for all investors. Users of this indicator should exercise caution and conduct their own research and analysis before making any trading decisions.
Performance Not Guaranteed: Past performance is not indicative of future results. While the indicator aims to assist traders in analyzing market trends, there is no guarantee of accuracy or success in trading operations.
Volatility Filter v2VF v2 is a new iteration of my tool designed for traders who wish to gain a deeper understanding of market dynamics, specifically to distinguish periods of high volatility, which often correspond to strong market trends. By identifying these periods, traders can make more informed decisions, potentially leading to better trading outcomes.
Understanding Market Volatility:
At the heart of this script lies the concept of market volatility, a statistical measure reflecting the degree of variation in trading prices. Volatility is pivotal for traders; it provides insights into the market's emotional state, indicating periods of uncertainty or confidence. High volatility often correlates with strong trends, making it a critical indicator for trend-followers. By identifying when volatility crosses a certain threshold, traders can discern whether the market is likely to be in a trending phase or a more subdued, range-bound state.
How the Script Works:
The core functionality of the script revolves around a signal line that oscillates around a zero threshold. When the signal line is above zero, it indicates increased market volatility, suggesting the presence of a trend. The farther the oscillator deviates from zero, the stronger the implied trend. This mechanism enables traders to visually gauge market conditions and adjust their strategies accordingly.
Controlling the Indicator:
To cater to diverse trading styles and preferences, the script is equipped with several customizable settings:
Filter Threshold: This 'zero line' acts as the baseline for distinguishing between different volatility regimes. Crossing this threshold is a primary signal for changes in market volatility.
Moving Average Type: With over 30 types of moving averages to choose from, traders can select the one that best fits their analysis style. Each type offers a different perspective on price data, allowing for a tailored approach to trend identification.
Colorize Indicator: This feature enhances the visual representation of the indicator, making it easier to interpret. When enabled, the oscillator's color intensity varies with its proximity to the extremes, providing a quick visual cue about trend strength.
Advanced Settings – Length and Multiplier:
The script introduces an innovative approach to time frame analysis through its length and multiplier settings:
Length: This parameter sets the base period for all metrics within the script, similar to traditional indicators.
Multiplier: This unique feature differentiates the script by incorporating three distinct timeframes into the analysis: a lower timeframe, the main (current) timeframe, and a higher timeframe. The multiplier adjusts these timeframes relative to the main one. For instance, with a daily main timeframe and a multiplier of 2, the lower timeframe would be 12 hours, and the higher timeframe would be 2 days. This tri-timeframe approach aims to provide a more comprehensive volatility assessment.
Volatility Filter Indicators Section:
The script utilizes nine different, undisclosed metrics within its volatility filter. Traders have the flexibility to enable or disable these metrics based on their preferences, allowing for a customizable trading experience. Additionally, the script offers alert functionality for when the indicator crosses the threshold, either upwards or downwards, facilitating timely decision-making.
P.S
With better understanding of markets over time, I designed a new iteration of my volatility filter indicator. The second version provides faster, more precise way to analyze markets, but I also wanted to keep my first version untouched in case if some people find it better for their purposes. As I mentioned above, this version is calculated in a very different way from a previous one, so if you never tried it you can do it here
MA - Plus / Connectable [Azullian]
The Moving Average Plus indicator enhances trend analysis by offering refined calculations and a variety of moving average types for sharper insights. As a component of the connectable indicator system on TradingView, it's designed to simplify strategy testing, visualization, and construction, all without requiring coding skills. In line with our suite of connectable indicators , it integrates through TradingView's input source, serving as a signal connector that links different indicators. Each connectable indicator, including the Moving Average Plus, plays a role in contributing signal weight to the system, culminating in an informed output for strategies or signal monitors.
█ DISTINCTIVE FEATURES
The Moving Average Plus indicator brings a set of features to enhance your market analysis:
• Variety of Moving Average Options: Select from multiple moving average types such as ALMA, EMA, HMA, RMA, and SMA, providing flexibility and precision in identifying market trends.
• Customizable Analysis Tools: Tailor the indicator settings to suit your specific analytical needs, enabling a more personalized approach to trend analysis.
• Enhanced Trend Visualization: Visual cues and detailed trend line plotting offer clear insights into market movements, aiding in decision-making processes.
• Integrated Signal Weighting: Utilize the signal weight mechanism for a comprehensive understanding of trend strength and market dynamics.
█ UNIFORM SETTINGS AND A WAY OF WORK
Although connectable indicators may have specific weight scoring conditions, they all aim to follow a standardized general approach to weight scoring settings, as outlined below.
■ Connectable indicators - Settings
• 🗲 Energy: Energy applies an ATR multiplier to the plotted shapes on the chart. A higher value plots shapes farther away from the candle, enhancing visibility.
• ☼ Brightness: Brightness determines the opacity of the shape plotted on the chart, aiding visibility. Indicator weight also influences opacity.
• → Input: Use the input setting to specify a data source for the indicator. Here you can connect the indicator to other indicators.
• ⌥ Flow: Determine where you want to receive signals from:
○ Both: Weights from this indicator and the connected indicator will apply
○ Indicator only: Only weights from this indicator will apply
○ Input only: Only weights from the connected indicator will apply
• ⥅ Weight multiplier: Multiply all weights in the entire indicator by a given factor, useful for quickly testing different indicators in a granular setup.
• ⥇ Threshold: Set a threshold to indicate the minimum amount of weight it should receive to pass it through to the next indicator.
• ⥱ Limiter: Set a hard limit to the maximum amount of weight that can be fed through the indicator.
■ Connectable indicators - Weight scoring settings
▢ Weight scoring conditions
• SM – Signal mode: Enable specific conditions for weight scoring
○ Start: A new trend starting will score
○ End: A trend ending will score
○ Zone: Continuous scoring for each candle between the start and the end.
• SP – Signal period: Defines a range of candles within which a signal can score.
• SC - Signal count: Specifies the number of bars to retrospectively examine and score.
○ Single: Score for a single occurrence
○ All occurrences: Score for all occurrences
○ Single + Threshold: Score for single occurrences within the signal period (SP)
○ Every + Threshold: Score for all occurrences within the signal period (SP)
▢ Weight scoring direction
• ES: Enter Short weight
• XL: Exit long weight
• EL: Enter Long weight
• XS: Exit Short weight
▢ Weight scoring values
• Weights can hold either positive or negative scores. Positive weights enhance a particular trading direction, while negative weights diminish it.
█ MA - Plus - INDICATOR SETTINGS
■ Main settings
• Enable/Disable Indicator: Toggle the entire indicator on or off.
• T - Type: Choose a type of moving average. (ALMA, EMA, HMA, RMA, SMA, SWMA, VWMA, WMA)
• L - Length: Set a period on which the moving average is calculated.
• F - Filter: Set a conditional filter for scoring:
○ Line position: Score bullish when the current trendline is above the next trendline, score bearish when the current trendline is below the next trendline
○ Line direction: Score bullish when the trend line is going up, score bearish when the trendline is going down.
○ Line candle position: Score bullish when the candles are above the current trendline, score bearish when the candles are below the current trendline
○ Any: Score if any of the previously mentioned conditions are true
○ All: Score if all of the previously mentioned conditions are true
• S - Source: Choose an alternative data source for the Moving average calculation.
• T - Timeframe: Select an alternative timeframe for the Moving average calculation.
• C - Candletype: Choose a candletype for the alternative source.
■ Scoring functionality
• For each moving average you'll be able to score Bullish, Bearish or Neutral for each of the conditions as mentioned in the filter above.
█ PLOTTING
• Standard: Symbols (EL, XS, ES, XL) Moving average lines are plotted with bearish, bullish and neutral zones, in the visuals section you can enable plotting by weight which will only show moving average lines to which weight is addressed.
• Conditional Settings: A larger icon appears if global conditions are met. For instance, with a Threshold(⥇) of 12, Signal Period (SP) of 3, and Scoring Condition (SC) set to "EVERY", a moving average signaling over two times in 3 candles (scoring 6 each) triggers a larger icon.
█ USAGE OF CONNECTABLE INDICATORS
■ Connectable chaining mechanism
Connectable indicators can be connected directly to the signal monitor, signal filter or strategy , or they can be daisy chained to each other while the last indicator in the chain connects to the signal monitor, signal filter or strategy. When using a signal filter you can chain the filter to the strategy input to make your chain complete.
• Direct chaining: Connect an indicator directly to the signal monitor, signal filter or strategy through the provided inputs (→).
• Daisy chaining: Connect indicators using the indicator input (→). The first in a daisy chain should have a flow (⌥) set to 'Indicator only'. Subsequent indicators use 'Both' to pass the previous weight. The final indicator connects to the signal monitor, signal filter, or strategy.
■ Set up this indicator with a signal filter and strategy
The indicator provides visual cues based on signal conditions. However, its weight system is best utilized when paired with a connectable signal filter, monitor, or strategy .
Let's connect the MA - Plus to a connectable signal filter and a strategy :
1. Load all relevant indicators
• Load MA - Plus / Connectable
• Load Signal filter / Connectable
• Load Strategy / Connectable
2. Signal Filter: Connect the MA - Plus to the Signal Filter
• Open the signal filter settings
• Choose one of the five input dropdowns (1→, 2→, 3→, 4→, 5→) and choose : MA - Plus / Connectable: Signal Connector
• Toggle the enable box before the connected input to enable the incoming signal
3. Signal Filter: Update the filter settings if needed
• The default filter mode for the trading direction is SWING, and is compatible with the default settings in the strategy and indicators.
4. Signal Filter: Update the weight threshold settings if needed
• All connectable indicators load by default with a score of 6 for each direction (EL, XL, ES, XS)
• By default, weight threshold is 'ABOVE' Threshold 1 (TH1) and Threshold 2 (TH2), both set at 5. This allows each occurrence to score, as the default score is 1 point above the threshold.
5. Strategy: Connect the strategy to the signal filter in the strategy settings
• Select a strategy input → and select the Signal filter: Signal connector
6. Strategy: Enable filter compatible directions
• As the default setting of the filter is SWING, we should also set the SM (Strategy mode) to SWING.
Now that everything is connected, you'll notice green spikes in the signal filter representing long signals, and red spikes indicating short signals. Trades will also appear on the chart, complemented by a performance overview. Your journey is just beginning: delve into different scoring mechanisms, merge diverse connectable indicators, and craft unique chains. Instantly test your results and discover the potential of your configurations. Dive deep and enjoy the process!
█ BENEFITS
• Adaptable Modular Design: Arrange indicators in diverse structures via direct or daisy chaining, allowing tailored configurations to align with your analysis approach.
• Streamlined Backtesting: Simplify the iterative process of testing and adjusting combinations, facilitating a smoother exploration of potential setups.
• Intuitive Interface: Navigate TradingView with added ease. Integrate desired indicators, adjust settings, and establish alerts without delving into complex code.
• Signal Weight Precision: Leverage granular weight allocation among signals, offering a deeper layer of customization in strategy formulation.
• Advanced Signal Filtering: Define entry and exit conditions with more clarity, granting an added layer of strategy precision.
• Clear Visual Feedback: Distinct visual signals and cues enhance the readability of charts, promoting informed decision-making.
• Standardized Defaults: Indicators are equipped with universally recognized preset settings, ensuring consistency in initial setups across different types like momentum or volatility.
• Reliability: Our indicators are meticulously developed to prevent repainting. We strictly adhere to TradingView's coding conventions, ensuring our code is both performant and clean.
█ COMPATIBLE INDICATORS
Each indicator that incorporates our open-source 'azLibConnector' library and adheres to our conventions can be effortlessly integrated and used as detailed above.
For clarity and recognition within the TradingView platform, we append the suffix ' / Connectable' to every compatible indicator.
█ COMMON MISTAKES, CLARIFICATIONS AND TIPS
• Removing an indicator from a chain: Deleting a linked indicator and confirming the "remove study tree" alert will also remove all underlying indicators in the object tree. Before removing one, disconnect the adjacent indicators and move it to the object stack's bottom.
• Point systems: The azLibConnector provides 500 points for each direction (EL: Enter long, XL: Exit long, ES: Enter short, XS: Exit short) Remember this cap when devising a point structure.
• Flow misconfiguration: In daisy chains the first indicator should always have a flow (⌥) setting of 'indicator only' while other indicator should have a flow (⌥) setting of 'both'.
• Hide attributes: As connectable indicators send through quite some information you'll notice all the arguments are taking up some screenwidth and cause some visual clutter. You can disable arguments in Chart Settings / Status line.
• Layout and abbreviations: To maintain a consistent structure, we use abbreviations for each input. While this may initially seem complex, you'll quickly become familiar with them. Each abbreviation is also explained in the inline tooltips.
• Inputs: Connecting a connectable indicator directly to the strategy delivers the raw signal without a weight threshold, meaning every signal will trigger a trade.
█ A NOTE OF GRATITUDE
Through years of exploring TradingView and Pine Script, we've drawn immense inspiration from the community's knowledge and innovation. Thank you for being a constant source of motivation and insight.
█ RISK DISCLAIMER
Azullian's content, tools, scripts, articles, and educational offerings are presented purely for educational and informational uses. Please be aware that past performance should not be considered a predictor of future results.
Triple MA HTF strategy - Dynamic SmoothingThe triple MA strategy is a simple but effective method to trade the trend. The advantage of this script over the existing triple MA strategies is that the user can open a lower time frame chart and select higher time frame inputs for different MA types mainting the visibility on the chart. The dynamic smoothing code makes sure the HTF trendlines are not jagged, but a fluid line visiable on the lower time frame chart. The script comes with a MA crossover and crossunder strategy explained below.
Moving Averages (MA) Crossover for Entry:
Long Entry: A long entry signal is triggered when the moving average line 1 crosses above the moving average line 2. This crossover indicates a potential shift in market sentiment towards the upside. However, to validate this signal, the strategy checks if the moving average 3 on a higher time frame (eg. 4 hour) is in an upward trend. This additional filter ensures that the trade aligns with the prevailing trend on a broader time scale, increasing the probability of success.
Short Entry: Conversely, a short entry signal occurs when the moving average line 1 crosses below the moving average line 2. This crossover suggests a possible downturn in market momentum. However, for a short trade to be confirmed, the strategy verifies that the moving average 3 on the higher time frame is in a downward trend. This confirmation ensures that the trade is in harmony with the overarching market direction.
Exit from Long Position: The strategy triggers an exit signal from a long position when the moving average line 1 crosses below the moving average line 2. This crossover indicates a potential reversal in the market trend, prompting the trader to close their long position and take profits or minimize losses.
Exit from Short Position: Similarly, an exit signal from a short position occurs when the moving average line 1 crosses above the moving average line 2. This crossover suggests a potential shift in market sentiment towards the upside, prompting the trader to exit their short position and manage their risk accordingly.
Features of the script
This Triple MA Strategy is basically the HTF Trend Filter displayed 3 times on the chart. For more infomation on how the MA with dynamic smoothing is calculated I recommend reading the following script:
For risk management I included a simple script to opt for % of eauity or # of contracts of in the instrument. For explanation on how the risk management settings work I refer to my ealier published script:
The strategy is a simplified example for setting up an entry and exit logic based on multiple moving avarages. Hence the script is meant for educational purposes only.
[blackcat] L1 Fibonacci MA BandThe true charm of the Fibonacci moving average band lies not only in its predictive ability. Its essence is that it combines the beauty of mathematics with the practicality of market analysis, providing traders with a powerful tool to optimize trading strategies. It's not a simple number game, but a wisdom that sees into the deeper structure of the market.
Next, we will delve into the core technical indicators of the Fibonacci moving average band - WHALES, RESOLINE, STICKLINE functions, and TRENDLINE, as well as their clever applications. The WHALES indicator, with its 12-period exponential moving average, captures short-term market trends; the RESOLINE indicator, through the 120-period EMA, reveals mid-term market movements; the STICKLINE function, distinguishes the relationship between WHALES and RESOLINE with colors, providing clear visual aids; while TRENDLINE, combining price slope with EMA, depicts more detailed market changes for traders.
The integrated application of these indicators has built a multi-dimensional market analysis framework for traders. They help traders examine the market from different angles, judge the market status more accurately, and make wiser decisions in the ever-changing market environment. The Fibonacci moving average band indicator is like a lighthouse, emitting guiding light in the ocean of trader's navigation.
1. `xsl(src, len)` function: This function calculates a value called the linear regression slope. Len defines the length of the linear regression. Then, this function normalizes the difference between the current value of the linear regression and the previous value. The formula is `(lrc - lrprev) / timeframe.multiplier`.
2. `whales`, `resoline`, and `trendline` are Exponential Moving Averages (EMA) calculated in different ways. "whales" is the 13-period closing price EMA, "resoline" is the 144-period closing price EMA, and "trendline" is a more complicated EMA. It is the 50-period EMA calculated by the 21-period closing price slope multiplied by 23 plus the closing price.
3. The `plotcandle` function draws two sets of candlestick charts. One set shows in blue when "whales" is greater than "resoline", and the other set shows in green when "whales" is less than "resoline".
4. The `plot` function draws three lines: "whales", "resoline", and "trendline". "whales" is displayed in orange with a line thickness of 2. "resoline" is displayed in yellow with a line thickness of 1. "trendline" is displayed in red with a line thickness of 3.
5. The last line draws a conditional line. When the closing price is less than the "trendline", the green "trendline" is drawn, otherwise, it is not drawn. This is a logical judgment, the drawing operation is only executed when the condition is met.
CofeeShopCrypto CoffeeBreak RSI**This Indicator DOES NOT REPAINT**
For me the RSI who's been a very powerful tool but one of the things that's been missing from it time and time again is the ability to show true dynamic support and resistance that is generated by the movements of the RSI.
This version of the Relative Strength Index is designed to visualize and mark Support and Resistance conditions on the Relative Strength Index (RSI) itself, and leaving behind those known dynamic support and resistance (S/R) zones.
It also has the ability during live marks to show you whether the majority of momentum is to the bullish or bearish side and if there is a conflict between the current momentum and the support or resistance zone that you are inside of. In short it will create the zones during live market.
This means you don't have to wait to only look at previous values you can also make an assessment during live breakouts on current support and resistance levels as well as using previous support and resistance levels as markers for any limits in movement.
Inputs Tab:
Show Dynamic Zone Creator - Gives you a live action SR Generator on your chart at your current bars which extends a bit into the future for a better visual sense of activity.
The color of this area can be set manually or you can let the script color this area automatically.
This Generator helps to plot Support and Resistance Zones on your chart.
If no zone is triggered then it will move on.
If a zone is triggered, it will change to the appropriate color and leave the zone behind as the new candles form.
Show Dynamic Zone Mid Level - This is just a midline of the Zone Creator to get an earlier visualization of what's happening inside the zone when it is very large.
I use this midline as a breakpoint when price and RSI values come back to this level and both break it. If only ONE breaks the level, I do not take it as a confirmation.
Extend RSI support and resistance boxes into the future - this is strictly up to the user which value you set. It will simply extend the zones that were left behind into the future as many bars as you choose. Depending on the chart or asset that you trade and how much volatility there is at the time you should be able to determine a good length for these boxes.
How many bars reflect the dynamic S/R zone - raising this value can overlap more zones using more bars going backwards. This can intensify the color of the current zone being created. The lowest value you should use is 2. But the higher you make this value you will also be able to see previous zones created with more intensity. Raising this value above the RSI value can give you a very nice previous depletion of color on previous zones where you'll be able to watch them fade away and it will intensify the current ones being created.
Only show this many previous support and resistance zones - this is a way to limit the number of zones that are being left behind on your chart which could possibly slow down the activity of calculations and how your chart moves with more indicators on it. Technically you can show 400 to 500 previous zones on your chart but you don't really need to see that many in the past so set this to something that is relative to how far in history you need to reference SR levels.
------------- Lets talk about how to take trades and see false breakouts. -------------
Support Created, Not broken, False Breakout
In the image below you can see how the Dynamic Zone Generator left behind a Support Level however the RSI was unable to break above it.
This creates a price swing on the chart.
The RSI later comes back to this level, however while price breaks this level, the RSI does not.
This confirms that it is a false breakout.
------------------------------------------------------------------------------------------
Now lets take a look at what a confirmed breakout is for a short along with a Continuation of short move. This is quickly followed by a divergence.
In the image below you can see how the RSI was in its ranging area and broke below that range. In this case it would be be below -10. During this time it never created a support level or resistance level underneath it implicating that it has continuous movement.
You can see later that when it broke back inside of the range did not go long instead there was a red resistance area created below the RSI. The RSI then again broke below -10 and it broke through this resistance area below it indicating another quick short entry. This is the setup for a quick continuation. Be careful of these setups as they are usually followed quickly by a divergence.
----------------------------------------------------------------------------------
The Dynamic Zone Creator takes its time to calculate. It cant predict the future so you'll have to just let it do its thing. Once the candles close and they confirm, you'll have the color, and zone size you need.
The Dynamic Zone Creator works against your currently OPEN candles.
It will give you a high and a low area of a zone which you can use in later points of the oscillator to determine if you have valid breakouts and or bounces of price and momentum.
When set to automatic coloring, its zone background and midline will automatically change their colors to match the momentum of the RSI and price.
If there is no support or resistance found, the Zone Creator will simply move onto the next candles in play.
If there IS support or resistance found, the Zone Creator will leave behind a phantom zone or Support or Resistance.
Keep in mind these zones left behind will turn into opposing Support or Resistance depending on if price and momentum break these areas simultaneously.
----------------------------Reason for closed source----------------------------
This indicator will be updated in the future to also produce trendlines, signals, and incorporate different methods of validate pivots and volume by calculations I have created of my own.
To avoid publishing this script more than once and give you all a direct access, without having to find a secondary or tertiary publication with the addons code is protected and will be updated here.
I have put several days into this particular script and will continue over the next few weeks to add in complimentary coding as this version of the script is really just stage one.
Break of Structure with trend table by GadatasThis indicator is designed to identify and track swing highs and lows in a given market on chart timeframe. It plots these swing highs and lows as solid lines on the chart. The indicator allows for customization of the line color and width. The selected timeframe trend is visually represented in a table located in the upper right corner of the chart. To enhance consistency, the background color of the timeframe column now elegantly matches the color of the BOS line.
The indicator follows specific rules to determine when a new high or low is created. If the current range is considered bullish (meaning the most recent breakout was to the topside), the indicator will only update the low if a candle's body falls below the current low. However, if the current range is bearish (most recent breakout to the downside), the indicator will only update the high if a candle's body rises above the current high.
When a range is identified as bullish, the indicator will continue updating the high until a swing high is formed, denoting the high of the range. The high will only change if a candle's body surpasses the previous high. The low, on the other hand, will be updated based on the last time a candle's body falls below a previous candle's low. The lowest low after this condition is met will be assigned as the low of the range.
Conversely, when a range is identified as bearish, the indicator will continue updating the low until a swing low is formed, denoting the low of the range. The low will only change if a candle's body falls below the previous low. The high, in this case, will be updated based on the last time a candle's body rises above a previous candle's high. The highest high after this condition is met will be assigned as the high of the range.
Swing highs are determined by having lower highs to the left and right, while swing lows have higher lows to the left and right. These swings are used to determine the final high or low of a bullish or bearish range, respectively.
Tis Indicator differs from other indicators by incorporating this concept to track market structure. The indicator assumes that significant market players sell before making heavy purchases in bullish ranges and buy before selling heavily in bearish ranges. The lines on the chart represent prior highs and lows, as well as the current updated highs and lows based on this theory. By using this indicator, one can gain insights into the structure of price movement and potentially identify bullish or bearish continuations. It can also provide confluence when analyzing multiple timeframes to validate trend-following strategies.
Open-source script.
It now displays both short and long condition changes along with their respective arguments:
1. In the case of a high Bos line break followed by a fall, a very long condition change is made when at least three breaks of Bos Low are observed, transitioning from very short to short then distribution , and after that to long.
2. Short conditions are indicated when a high Bos falls and the condition changes from very long to long and then accumulation, short, and very short with each break.
Additionally, the break counter column now shows positive numbers for long situations, indicating each low Bos break, and negative numbers for short situations, indicating each high Bos break.
The background color of the break counter column now changes to green for positive numbers and red for negative numbers.
Targets For Overlay Indicators [LuxAlgo]The Targets For Overlay Indicators is a useful utility tool able to display targets during crossings made between the price and external indicators on the user chart. Users can display a series of two targets, one for crossover events and another one for crossunder event.
Alerts are included for the occurrence of a new target as well as for reached targets.
🔶 USAGE
In order for targets to be displayed users need to select an appropriate input source from the "Source" drop-down input setting. In the example above we apply the indicator to a volatility stop.
This can also easily be done by adding the "Targets For Overlay Indicators" script on the VStop indicator directly.
Targets can help users determine the price limit where the price might start deviating from an indication given by one or multiple indicators. In the context of trading, targets can help secure profits/reduce losses of a trade, as such this tool can be useful to evaluate/determine user take profits/stop losses.
Due to these essentially being horizontal levels, they can also serve as potential support/resistances, with breakouts potentially confirming new trends.
Users might be interested in obtaining new targets once one is reached, this can be done by enabling "New Target When Reached" in the target logic setting section, resulting in more frequent targets.
Lastly, users can restrict new target creation until current ones are reached. This can result in fewer and longer-term targets, with a higher reach rate.
🔹 Examples
The indicator can be applied to many overlay indicators that naturally produce crosses with the price, such as moving average, trailing stops, bands...etc.
Users can use trailing stops such as the SuperTrend or VStop to more easily create clean targets. Do note that certain SuperTrend scripts separate the upper and lower extremities of the SuperTrend into two different plot, which cannot be used with this tool, you may use the provided SuperTrend script below to have a compatible version with our tool:
//@version=5
indicator("SuperTrend", overlay = true)
factor = input.float(3, 'Factor', minval = 0)
atrLen = input.int(10, 'ATR Length', minval = 1)
= ta.supertrend(factor, atrLen)
plot(spt, 'SuperTrend', dir != dir ? na : dir < 0 ? #089981 : #f23645, 2)
plot(spt, 'Circles', dir > dir ? #f23645 : dir < dir ? #089981 : na, 3, plot.style_circles)
Using moving averages can produce more targets than other overlay indicators.
Users can apply the tool twice when using bands or any overlay indicator returning two outputs, using crossover targets for obtaining targets using the upper band as source and crossunder targets for targets using the lower band. We can also use the Trendlines with breaks indicator as example:
🔹 Dashboard
A dashboard is displayed on the top right of the chart, displaying the amount, reach rate of targets 1/2, and total amount.
This dashboard can be useful to evaluate the selected target distances relative to the selected conditions, with a higher reach rate suggesting the distance of the targets from the price allows them to be reached.
🔶 SETTINGS
Source: Indicator source used to create targets. Targets are created when the closing price crosses the specified source.
Show Target Labels: Display target labels on the chart.
Candle Coloring: Apply candle coloring based on the most recent active target.
🔹 Target
Crossover and Crossunder targets use the same settings below:
Show Target: Determines if the target is displayed or not.
Above Price Target: If selected, will create targets above the closing price.
Wait Until Reached: When enabled will not create a new target until an existing one is reached.
New Target When Reached: Will create a new target when an existing one is reached.
Evaluate Wicks: Will use high/low prices to determine if a target is reached. Unselecting this setting will use the closing price.
Target Distance From Price: Controls the distance of a target from the price. Can be determined in currencies/points, percentages, ATR multiples, or ticks.
Price Action Pattern Breakout Strategy: Wedge,Triangle,ChannelIntroducing the Price Action Pattern Breakout Strategy: Wedge,Triangle,Channel 💹🚀
The "Price Action Pattern Breakout Strategy: Wedge, Triangle, Channel" is a dynamic and automated trading strategy that excels in recognizing and capitalizing on breakout opportunities within the realm of powerful price action patterns. It is finely tuned to achieve exceptional precision in detecting three distinct pattern types: Wedge, Triangle, and Channel. This diversity equips you to confidently navigate a wide range of market scenarios and opportunities.
This strategy automates trade entries and exits upon confirmed pattern breakouts, this eliminates human errors in correctly recognizing patterns and prevents emotional decisions. This strategy is designed to work across different time frames, making it suitable for both short-term and long-term traders. Whether you're a day trader, swing trader, or investor, this strategy provides the flexibility you need to thrive in diverse market conditions.
💎 How it Works:
▶️ In this strategy, three price action patterns have been utilized, one of which is the "Wedge" pattern. The Wedge pattern has consistently demonstrated a high level of credibility, typically resulting in sharp and rapid price movements following a confirmed breakout from this pattern. This characteristic makes the Wedge pattern highly noteworthy in our strategy. The second pattern is the "Triangle" pattern, which, depending on its formation, whether ascending or descending, can indicate a strong continuation or reversal of the trend. The last pattern is the "Channel" pattern. The reason for using the Channel pattern is its versatility in various market conditions and its tendency to produce reliable results.
In the snapshot below, you can observe the types of patterns that this strategy is capable of identifying at a glance:
▶️ This strategy employs two types of targeting systems: Fixed Targets and Trailing Targets.
Fixed Targets is the default targeting system of the strategy, incorporating two primary targets: TP1 (Target Point 1) and TP2 (Target Point 2). These targets are thoughtfully adjusted in alignment with specific rules for each pattern. With Fixed Targets, you have the flexibility to designate the position size percentage for your exits at TP1 and TP2. For instance, should you opt to allocate 60% of your position size to TP1, as soon as the price triggers the first take profit level, 60% of your initial position is gracefully closed, leaving the remaining 40% to exit the trade upon reaching TP2.
Trailing Targets represent the strategy's alternative targeting system. With this system, the trailing stop becomes active once the price reaches the specified trigger point. The strategy then exits the trade based on the defined offset percentage and price retracement from the trailing limit.
▶️ This strategy relies on a single type of stop loss, determined by previous pivot points and adjusted based on the trade's direction, whether long or short, placing the stop loss above or below the prior pivot. This stop loss approach has demonstrated reliability when used alongside price action patterns.
In addition to this fixed stop loss, you can specify a percentage buffer, offering protection against potential stop hunting due to market fluctuations. This buffer helps protect your positions from sudden price swings. For example, selecting a 1% buffer means your stop loss will be positioned 1% higher or lower concerning the last pivot, depending on your trade's direction. This added layer of security ensures your trades remain resilient and less vulnerable to market volatility.
▶️ A practical feature of this strategy is the "Risk-Free" option. Once activated, it continuously monitors price movements, and as soon as the price progresses in the trade's direction and surpasses the designated Risk-Free Trigger Point in percentage, the stop loss is dynamically shifted from its initial position to the entry price, effectively making the trade "risk-free." This means that if the trade doesn't go as expected, we exit at the entry point, incurring neither profit nor loss from the trade.
Additionally, you have the flexibility to fine-tune the modified stop loss, positioning it slightly above or below the entry price through the configuration of a specified percentage. This allows for effective consideration of commission fees in your trading strategy.
▶️ Risk management is a crucial concept in trading, playing a significant role in a trader's long-term success. This strategy introduces a unique feature called "Fixed Loss Position Sizing", where upon activation, you can limit the risk exposure to a specified percentage of your capital per trade. Set your preferred risk percentage along with the intended leverage. The strategy independently considers your available capital and designated leverage, determining the position size before executing any trade.
In the case of a stop loss, your loss is limited to the specified risk percentage. For instance, with a $1000 account and a 1% risk set, the strategy adjusts each trade's size to ensure a maximum loss of $10 if the stop loss is triggered. Enabling this feature will ensure disciplined risk management, aligning potential losses precisely with your predetermined risk percentage, contingent upon your total available capital.
▶️ Another feature of this strategy is a sophisticated mechanism called "Loss Compensation". When enabled, Loss Compensation dynamically adjusts the position size after a loss, aiming to recover from previous losses in subsequent trades. This adaptive mechanism continually modifies the position size to mitigate the impact of consecutive losses until reaching a user-defined limit for consecutive loss compensations.
The feature's configurability allows users to set the maximum number of consecutive losses to compensate for and also includes an option to factor in trading fees from prior trades into the compensation calculation. Loss Compensation operates in conjunction with the 'Fixed Loss Position Sizing' setting, ensuring that once losses are sufficiently compensated, subsequent entries revert to the predefined configurations within the 'Fixed Loss Position Sizing' settings.
This advanced tool ensures a stable risk management approach by changing trade sizes dynamically according to past results during consecutive loss periods.
▶️ This strategy incorporates a feature known as the "Counter-Pattern Breakout", altering its approach to wedge, triangle, and channel pattern breakouts. Normally, the strategy relies on standard pattern signals to determine whether to enter long or short positions based on breakout directions.
For example, in an ascending channel or a rising wedge pattern, the strategy typically seeks a short position opportunity upon a confirmed breakout in the lower line, and breakouts from the upper line are disregarded by the strategy. But with this feature enabled, strategy disregards the conventional pattern signals, seizing breakouts from upper or lower lines to open corresponding positions. For instance, in the ascending channel or the rising wedge pattern example, the strategy might enter a long position if the upper line breaks or a short position if the lower line breaks.
This introduces a more adaptive and opportunistic trading style, allowing you to capitalize on price movements, irrespective of the typical signal direction indicated by the pattern.
▶️ This strategy is fully compatible with third-party trading bots, allowing for easy connectivity to popular trading platforms. By leveraging the TradingView webhook functionality, you can effortlessly link the strategy to your preferred bot and receive accurate signals for position entry and exit. The strategy provides all the necessary alert message fields, ensuring a smooth and user-friendly trading experience. With this integration, you can automate the execution of trades, saving time and effort while enjoying the benefits of this powerful strategy.
⚙️ How to Use & Configure User Settings:
To fully utilize the "Price Action Pattern Breakout Strategy: Wedge, Triangle, Channel," it's essential to consider and comprehend the following steps. They play a crucial role in enhancing its functionality and achieving its utmost potential outcomes:
1. General Strategy Settings:
Enable Dark Mode if using a dark TradingView theme for improved chart visibility.
Select the Strategy's Trade Direction: Long, Short, or Both.
Choose Pattern Recognition Accuracy: High for precise recognition but fewer positions, Low for more positions with slightly less accuracy.
Enable 'Prevent New Entry on Opposite Signal While In Position' to avoid new trades if the opposite signal occurs.
Switch to Indicator Mode if solely using the strategy as an indicator or in combination with other strategies.
2. Pattern and Pivot Configuration:
Consider configuring the Number of Patterns and Pivot Lookback Lengths. Here, you can personalize the pivot lookback lengths for wedge, triangle, and channel patterns across eight different settings on your chart. For lower time frames, consider larger lengths to reduce chart noise. Alternatively, to maintain clarity on your chart, you can disable multiple patterns with different lengths while ensuring at least one pattern remains enabled.
Note that enabling more patterns doesn't always equate to increased potential profit. Sometimes, fewer patterns result in greater profit potential, and vice versa. Experiment with lengths and the number of patterns to determine the most profitable and optimal outcome for your trading symbol and timeframe.
3. Targeting System Selection:
Choose between 'Fixed Targets' or 'Trailing Targets' for your targeting system.
'Fixed Targets' is the default setting, operational when 'Trailing Targets' are turned off.
Set the TP1 Position Size as a percentage, defining the size for TP1, and the rest exits at TP2.
Optionally activate 'Skip Entry if TP1 is Passed' to bypass entering positions if the price has exceeded TP1.
Alternatively, opt for the 'Trailing Target' for dynamic exits based on trigger points and offsets. Note that this option disables fixed targets.
4. Stop Loss Configuration:
Determine the number of candles to consider for stop loss placement based on the last pivot.
Optionally add a percentage to the stop loss to create a buffer against market fluctuations, guarding your positions from sudden price swings.
5. Risk Management Configuration:
You can activate the 'Risk-Free' feature, making your trades risk-free by moving the stop loss to the entry price upon reaching a specified trigger point.
You have the possibility to enable 'Fixed Loss Position Sizing' to limit risk to a percentage of total capital per trade, ensuring prudent risk management.
You can employ 'Use Real-Time Balance for Each Entry' to precisely calculate fixed loss position sizing according to the real-time balance for every entry.
The 'Loss Compensation' feature can be activated to automatically adjust trade sizes during consecutive losses and compensate for prior incurred losses.
Loss compensation continues adjusting trade sizes until it reaches the defined limit of consecutive losses specified in the 'Maximum Consecutive Losses To Compensate' field.
You can factor in commission fees by specifying a percentage in the 'Include Trading Fees in Compensation (%)' field, providing an option for more accurate loss compensation calculations.
You have the option to enable 'Limit Compensation to Real-Time Balance' to prevent consecutive loss compensation from exceeding your current real-time account balance.
It's important to note that for the 'Loss Compensation' feature to operate, the 'Fixed Loss Position Sizing' must be enabled.
6. Counter-Pattern Breakout Configuration:
In this section you have the option to enable the "Counter-Pattern Breakout" feature to adjust the strategy's approach to wedge, triangle, and channel pattern breakouts. Once enabled, the strategy disregards traditional pattern signals and capitalizes on breakouts from either the upper or lower lines, initiating corresponding positions accordingly.
Choose between 'Fixed Target' or 'Trailing Target' for your targeting system. If you opt for the 'Fixed Target', set a specific target point as a percentage, serving as the default target for counter-pattern breakouts. Alternatively, choose the 'Trailing Target' for dynamic exits based on trigger points and offsets. Do keep in mind that selecting the 'Trailing Target' option disables the fixed target setting.
Keep in mind that for standard, non-counter-pattern breakouts, the target point settings in their respective sections remain applicable, distinct from the settings configured for targeting within this section.
Note that the stop loss configurations are shared across standard pattern and counter-pattern breakouts and can be adjusted within the stop loss section.
7. Info Tables:
In the info tables section, you can show or hide different tables on the charts. This includes the backtest table, the current balance table displaying available funds, and a table showcasing Maximum Consecutive Wins or Losses. Choose which to display according to your preferences and specific needs.
8.Date & Time Range Filter:
Utilize the Date & Time Range filter feature to precisely select a start and end date, including time, to filter data within the chosen range.
When connecting this strategy to a trading bot for automated trades, ensure to set the start date and time to the intended initiation moment to avoid undesired outcomes as this directly affects the real-time balance calculations of the strategy.
8. Integration with Third-Party Bots:
To automate trading, leverage the strategy's compatibility with third-party trading bots. Seamlessly integrate the strategy into well-known trading platforms by using alert message fields to input commands from third-party trading bots, enabling automated trade execution for both long and short positions.
By furnishing these adjustable settings, the strategy empowers you to personalize it according to your unique requirements, thereby bolstering the adaptability and efficacy of your trading approach.
🔐 Source Code Protection:
The 'Price Action Pattern Breakout Strategy: Wedge, Triangle, Channel' source code is engineered for precision, reliability, and effectiveness. Its original and innovative design warrants protection and restricted access, preserving the strategy's exclusivity. Safeguarding the code maintains the strategy's integrity and distinctiveness, providing users with a competitive advantage in their trading endeavors.
Harmonic Trend Fusion [kikfraben]📈 Harmonic Trend Fusion - Your Personal Trading Assistant
This versatile tool combines multiple indicators to provide a holistic view of market trends and potential signals.
🚀 Key Features:
Multi-Indicator Synergy: Benefit from the combined insights of Aroon, DMI, MACD, Parabolic SAR, RSI, Supertrend, and SMI Ergodic Oscillator, all in one powerful indicator.
Customizable Plot Options: Tailor your chart by choosing which signals to visualize. Whether you're interested in trendlines, histograms, or specific indicators, the choice is yours.
Color-Coded Trends: Quickly identify bullish and bearish trends with the color-coded visualizations. Stay ahead of market movements with clear and intuitive signals.
Table Display: Stay informed at a glance with the interactive table. It dynamically updates to reflect the current market sentiment, providing you with key information and trend direction.
Precision Control: Fine-tune your analysis with precision control over indicator parameters. Adjust lengths, colors, and other settings to align with your unique trading strategy.
🛠️ How to Use:
Customize Your View: Select which indicators to display and adjust plot options to suit your preferences.
Table Insights: Monitor the dynamic table for real-time updates on market sentiment and trend direction.
Indicator Parameters: Experiment with different lengths and settings to find the combination that aligns with your trading style.
Whether you're a seasoned trader or just starting, Harmonic Trend Fusion equips you with the tools you need to navigate the markets confidently. Take control of your trading journey and enhance your decision-making process with this comprehensive trading assistant.
Moving Average TransformThe MAT is essentially a different kind of smoothed moving average. It is made to filter out data sets that deviate from the specified absolute threshold and the result becomes a smoothing function. The goal here, inspired by time series analysis within mathematical study, is to eliminate data anomalies and generate a more accurate trendline.
Functionality:
This script calculates a filtered average by:
Determining the mean of the entire data series.
Initializing sum and count variables.
Iterating through the data to filter values that deviate from the mean beyond the threshold.
Calculating a filtered mean based on the filtered data.
The filtered mean is then passed through a moving average function, where various types of moving averages like SMA, EMA, DEMA, TEMA, and ALMA can be applied. Some popular averages such as the HMA were omitted due to their heavy dependency on weighing specific data points.
Some information from "Time Series Analysis" regarding deviations
Definition of Anomaly: An anomaly or outlier is a data point that differs significantly from other observations in the dataset. It can be caused by various reasons such as measurement errors, data entry errors, or genuine extreme observations.
Impact on Mean: The mean (or average) of a dataset is calculated by summing all the values and dividing by the number of values. Since the mean is sensitive to extreme values, even a single outlier can significantly skew the mean.
Example: Consider a simple time series dataset: . The value "150" is an anomaly in this context. If we calculate the mean with this outlier, it is (10 + 12 + 11 + 9 + 150) / 5 = 38.4. However, if we exclude the outlier, the mean becomes (10 + 12 + 11 + 9) / 4 = 10.5. The presence of the outlier has substantially increased the mean.
Accuracy and Representativeness: While the mean calculated without outliers might be more "accurate" in the sense of being more representative of the central tendency of the bulk of the data, it's essential to note that anomalies might convey important information about the system being studied. Blindly removing or ignoring them might lead to overlooking significant events or phenomena.
Approaches to Handle Anomalies?
Detection and Removal
Robust Statistics
Transformation
Custom Candlestick MarkingsThis indicator allows you to filter candlesticks based on their body (the real body) and wick lengths. Specifically, it marks candlesticks based on the following criteria:
For Bearish Candles:
1. The close price is lower than the open price (indicating a bearish candle).
2. The difference between the high and the maximum of open and close is less than or equal to the specified upper wick length.
3. The absolute difference between the close and open is greater than or equal to the specified body height.
For Bullish Candles:
1. The close price is higher than the open price (indicating a bullish candle).
2. The difference between the maximum of open and close and the low is less than or equal to the specified lower wick length.
3. The absolute difference between the close and open is greater than or equal to the specified body height.
These conditions are used to filter and mark candlesticks that meet the specified criteria, allowing you to visually identify them on the chart. This can be useful for technical analysis and identifying specific candlestick patterns or conditions based on body and wick lengths.
Certainly, this indicator can help in identifying trends more easily. Specifically, by applying certain criteria based on the length of candlestick bodies and wicks, it becomes easier to visually capture changes in market trends and specific patterns.
For instance, you can use this indicator to identify candlestick patterns that match specific body heights or wick lengths. This makes it easier to detect signs of trend reversals or trend changes, and it can assist in making trading decisions when combined with trendlines or support and resistance levels.
However, it's common to use this indicator in conjunction with other technical analysis tools and indicators. Confirming trends and pinpointing entry points often requires multiple sources of information and analysis. In investing and trading, thorough research and careful strategy are essential.
sᴛᴀɢᴇ ᴀɴᴀʏʟsɪsStage analysis is a technical analysis approach that involves categorizing a stock's price movements into different stages to help traders and investors make more informed decisions. It was popularized by Stan Weinstein in his book, "Secrets for Profiting in Bull and Bear Markets." The stages are used to identify the overall trend and to time entries and exits in the market. Here's an explanation of the typical stages in stage analysis:
1. **Stage 1: Accumulation Phase**
- In this stage, the stock is in a downtrend or has been trading sideways for an extended period.
- Volume is relatively low, indicating that institutions and smart money may be quietly accumulating shares.
- The stock may test and hold support levels, showing signs of stability.
- The goal for traders in this stage is to identify the potential for a trend reversal.
2. **Stage 2: Markup (Bull Market) Phase**
- This is the stage where the stock starts a significant uptrend.
- Volume increases as institutional and retail investors become more interested in the stock.
- Technical indicators like moving averages and trendlines confirm the uptrend.
- Traders and investors look for buying opportunities during pullbacks or consolidations within the uptrend.
3. **Stage 3: Distribution Phase**
- In this stage, the stock's price begins to show signs of weakness.
- Volume might decrease as institutions and smart money start selling their positions.
- The stock may start forming a trading range or exhibit bearish chart patterns.
- Traders should consider taking profits or reducing exposure to the stock as it may enter a downtrend.
4. **Stage 4: Markdown (Bear Market) Phase**
- This is the stage where the stock enters a significant downtrend.
- Volume may remain elevated as selling pressure dominates.
- Technical indicators confirm the downtrend.
- Traders and investors should avoid buying the stock and may consider short-selling or staying on the sidelines.
Stage analysis helps traders and investors make decisions based on the current stage of a stock's price movement. The goal is to enter during the accumulation phase or early in the markup phase and exit during the distribution phase or before the markdown phase to maximize profits and minimize losses.
=============================================================
try to just show the Stage number in a table, but always double check for yourself
VWAP with CharacterizationThis indicator is a visual representation of the VWAP (Volume Weighted Average Price), it calculates the weighted average price based on trading volume. Essentially, it provides a measure of the average price at which an asset has traded during a given period, but with a particular focus on trading volume. In our case, the indicator calculates the VWAP for the current trading symbol, using a predefined simple moving average (SMA) with a period of 14. This volume-weighted moving average offers a clearer view of the behavior of the VWAP and, of consequence of market dynamics.
One of the distinctive features of this indicator is its ability to provide a more "linear" representation of the data. This means that the data is "smoothed" to remove noise, allowing you to more easily identify the direction of the market trend. This smoother representation is especially useful because the financial market can be subject to significant fluctuations and volatility, and this indicator can help get a more stable view of the trend.
The indicator also offers a visualization of the market trend in a very intuitive way. Using an evaluation of the highs and lows of the last 10 days, determine whether the market is in an uptrend, downtrend, or no trend at all. To make this evaluation even clearer and more immediate, the indicator line is colored dynamically. When the trend is bullish, the line is blue, while in case of a bearish trend, it takes on a distinctive color, such as pink. If the trend is not defined, the line will be colored differently, for example light yellow. This coloration gives traders an immediate visual indication of the prevailing trend, allowing them to make more informed decisions regarding trading operations.
One potential strategy involves watching candles when they cross the VWAP line strongly. If, for example, a candlestick breaks above the VWAP line, we may look for retest areas near key support levels to gauge a potential long entry. In other words, we would consider that the price may have the potential to rise further after breaking above the VWAP line, and we would look to enter a long position to take advantage of this opportunity.
On the other hand, if a candlestick crosses below the VWAP line, we might consider looking for retest areas near the VWAP line itself, which now serves as potential resistance. This could indicate a possible short entry opportunity, as the price may struggle to break above the resistance represented by the VWAP line after breaking it down. In this case, we would look to take advantage of the expected continuation of the downtrend.
In both cases, the idea is to exploit significant movements across the VWAP line as signals of potential reversal or continuation of the trend. This strategy can help identify key entry points based on price behavior relative to the VWAP line.
Volume Profile - BearJust another Volume Profile but you can fit into your chart better by moving back and forth horizontally. also note you can fix the number of bars to show the volume by that way you can use a fib retracment to line up high/low volume nodes with fib levels... see where price as bad structure. or just play with the colors to make a cool gradient?
Volume Profile is a technical analysis tool used by traders to analyze the distribution of trading volume at different price levels within a specified time frame. It helps traders identify key support and resistance levels, potential areas of price reversals, and areas of high trading interest. Here's how to read Volume Profile on a trading chart:
1. **Choose a Time Frame**: Decide on the time frame you want to analyze. Volume Profile can be applied to various time frames, such as daily, hourly, or even minute charts. The choice depends on your trading style and goals.
2. **Plot the Volume Profile**: Once you have your chart open, add the Volume Profile indicator. Most trading platforms offer this tool. It typically appears as a histogram or a series of horizontal bars alongside the price chart.
3. **Identify Key Elements**:
a. **Value Area**: The Value Area represents the price range where the majority of trading volume occurred. It is often divided into three parts: the Point of Control (POC) and the upper and lower value areas. The POC is the price level where the most trading activity occurred and is considered a significant support or resistance level.
b. **High-Volume Nodes**: High-volume nodes are price levels where there was a significant amount of trading volume. These nodes can act as support or resistance levels because they represent areas where many traders had their positions.
c. **Low-Volume Areas**: Conversely, low-volume areas are price levels with little trading activity. These areas may not provide strong support or resistance because they lack significant trader interest.
4. **Interpretation**:
- If the price is trading above the POC and the upper value area, it suggests bullish sentiment, and these levels may act as support.
- If the price is trading below the POC and the lower value area, it suggests bearish sentiment, and these levels may act as resistance.
- High-volume nodes can also act as support or resistance, depending on the price's current position relative to them.
5. **Confirmation**: Volume Profile should be used in conjunction with other technical analysis tools and indicators to confirm trading decisions. Consider using trendlines, moving averages, or other price patterns to validate your trading strategy.
6. **Adjust for Different Time Frames**: Keep in mind that Volume Profile analysis can yield different results on different time frames. For example, a support level on a daily chart may not hold on a shorter time frame due to intraday volatility.
7. **Practice and Experience**: Like any trading tool, reading Volume Profile requires practice and experience. Analyze historical charts, paper trade, and refine your strategies over time to gain proficiency.
8. **Stay Informed**: Stay updated with market news and events that can impact trading volume. Sudden news can change the significance of volume levels.
Adaptive Trend Indicator [Quantigenics]Our Adaptive Trend Indicator is an advanced trading indicator using price and time series analysis to adapt to market trends. It calculates a weighted average of the median price and twice-smoothed average price, then applies a linear regression over twice the user-defined period, generating a trend line. This trend line represents the prevailing market direction and adjusts dynamically based on price fluctuations. When the Adaptive Trend value increases compared to the previous value, the line turns aqua, signaling an upward trend. Conversely, if it decreases, the line turns red, indicating a downward trend. This color coding provides visual guidance for traders. By combining advanced statistical techniques with real-time adaptation, the Adaptive Trend indicator provides timely trend information, supporting traders in navigating various market conditions.
Additionally, this indicator may be applied multiple times to the same chart. Traders may adjust the length of each instance to show a group of trendlines that can indicate when price action is overbought or oversold as well as support or resistance at different indicator lengths. Example below.
CRYPTO:BTCUSD
CRYPTO:BTCUSD
NASDAQ:TSLA
We hope you enjoy this indicator. Happy Trading!
Volume Delta CandlesThis indicator is designed to visualize the volume delta, which represents the difference between buying and selling volumes during each candle period. The indicator plots custom candlesticks on the chart, with OHLC values calculated based on the volume delta.
Calculations:
To calculate the volume delta, the indicator first determines the buying and selling volumes. If the closing price is higher than the opening price (close > open), the volume is considered as buying volume. If the closing price is lower than the opening price (close < open), the volume is considered as selling volume. Otherwise, the volume is set to zero. The volume delta is then calculated as the difference between the buying volume and the selling volume.
The custom OHLC values are derived from the volume delta. The custom open is obtained by subtracting the volume delta from the closing price. The custom close is obtained by adding the volume delta to the closing price. The custom high is set as the maximum value between the closing price and the custom open, ensuring that the candle represents the highest value within the range. The custom low is set as the minimum value between the closing price and the custom open, ensuring that the candle represents the lowest value within the range.
Interpretation:
The indicator's custom candles provide visual insights into the volume delta. Each candlestick's color (lime for positive volume delta, fuchsia for negative volume delta) indicates the dominance of buying or selling pressure during that period. When the volume delta is positive, it suggests that buying volume exceeded selling volume, possibly indicating a bullish sentiment. Conversely, when the volume delta is negative, it indicates that selling volume was higher, potentially signaling a bearish sentiment. The indicator also plots a zero line to represent the equilibrium point, where buying and selling volumes are equal.
Potential Uses and Limitations:
Traders can use the indicator to gain insights into the strength and direction of buying and selling pressures. Positive volume delta during an uptrend could suggest the presence of strong buying interest, potentially supporting further bullish moves. On the other hand, negative volume delta during a downtrend could indicate intensified selling pressure, hinting at potential further declines. Traders might use the indicator in conjunction with other technical analysis tools, such as support and resistance levels, trendlines, or oscillators, to confirm potential reversal points or trend continuations.
It's essential to interpret the indicator in the context of the overall market environment. While volume delta can provide valuable insights into short-term buying and selling imbalances, it is just one aspect of market analysis. Traders should consider other factors, such as market structure, fundamental events, and overall sentiment, to make informed trading decisions. Additionally, the indicator's efficacy might vary across different market conditions, and it may produce false signals during low-volume periods or choppy markets.
Conclusion:
By visualizing volume delta through custom candlesticks, traders can gauge market sentiment and potentially identify key reversal or continuation points. As with any technical indicator, it is advisable to use the Volume Delta Candles in combination with other tools to gain a comprehensive understanding of market conditions and make well-informed trading choices. Additionally, traders should practice proper risk management techniques to protect their capital while using the indicator in their trading strategy.
Swing Breaker Strategy [v0.1] - Support and resistance breakoutSwing Breaker Strategy - Support and Resistance Breakouts
This strategy has no repainting.
Default settings:
Swing Barsback: 10
Number of Swings: 3
Stoploss Candles Lookback: 5
Why these default settings?
This strategy has been backtested with over 100 trades, and on a larger scale of 1000 trades, it has reported a 1.33 profit factor with a maximum 5% cumulative drawdown, using no leverage. In this backtest, the settings (10,3,5) were used, becoming the default settings as they are more adaptable to different market conditions.
How does this strategy work?
Defining swing lows (support) and swing highs (resistance): We can locate these candles by looking at a symmetrical candle unit around them. For example, the default settings present a 10 swing bars back, which means there is no superior level within a 10-candle radius in the case of a swing high, and the opposite for a swing low. Swings are located a few candles after, just the number of swing bars back (width), because it is needed to ensure it is a swing.
Locating trends: We locate trends by looking at consecutive swings. For example, in the default settings, to determine a bullish trend, we need 3 consecutive ascending swing lows; for a bearish trend, 3 consecutive descending swing highs. You can find this parameter in settings as "Number of swings."
When a trend is formed, a stop entry is placed at the last swing until it is broken.
Just after the entry, the stop is placed at the lowest (in the case of a long) or the highest (in the case of a short) of the last candles. You can define that number in the settings as "Stoploss candles lookback," which default is 5. The take profit is placed at 2 times the stop value, resulting in a 2 risk-reward ratio.
Why is this strategy protected?
No other strategy combines the way of locating swings and turning it into a strategy, including customizable parameters such as stop loss, swing width and introducing the number of swings. That's why we decided to protect it.
Stocashi + CaffeineCrush Momentum Indicator by CoffeeShopCryptoThis is just a fun script to give a different representation to the ever popular Stochastic RSI
Even for me over the years the stochastic has been a difficult one to use in trading merely because of its choppy look.
Since Heikin-Ashi Candles do such a powerful job in smoothing out the look of choppy markets,
I decided to test it out on the look of the Stochastic RSI.
From an initial visual standpoint it worked out WAY better than I thought but it seemed to need something more.
I decided to use the PineScript "Color.From_Gradient" feature to give the Stochastic a more 3 dimensional look, which really brought the "old-school" indicator to life.
Description:
The CaffeineCrush Momentum Indicator is your ultimate trading companion, blending the invigorating world of coffee with the excitement of market momentum. Just like a finely brewed cup of joe,
This indicator provides you with a powerful insight into market dynamics, helping you stay in the trading groove.
As you sip on this caffeinated delight, CaffeineCrush monitors the velocity and strength of price movements,
measuring the momentum of the market. But here's where it gets even more enticing – it goes a step further by incorporating a pressure indication, adding a stimulating twist to your trading experience.
Imagine yourself in a bustling coffee shop, surrounded by the aroma of freshly roasted beans and the energetic buzz of conversations.
CaffeineCrush mimics that atmosphere, keeping you on your toes, always aware of market forces at play.
With CaffeineCrush, you'll never miss a beat. It identifies and highlights moments of heightened momentum and increased pressure,
giving you an edge in capturing profitable opportunities. Just like a perfectly extracted espresso shot, this indicator helps you maintain your trading momentum and navigate the market with confidence.
So, grab your favorite cup of joe, fire up your trading charts, and let CaffeineCrush awaken your trading prowess.
Stay in the groove, embrace the buzz, and master the momentum with this flavorful indicator by your side.
Divergence -
Regular Divergence shows when there is a conflict between the strength of the trend and the swing of the price movement.
Hidden Divergence -
Are to be traded using the same methods as hidden divergences of the MACD or the RSI. A hidden divergence is commonly a trend CONTINUATION move.
Pink Pause -
This shows a ranging area where price is taking a pause. It can be a single candle or a string of candles. But histogram with continue with its RED / GREEN colors once the pause is over.
Stocashi + CaffeineCrush is not an entry / exit indicator. It's designed to help you understand:
1. Weather your trend is continuing
2. When it pauses
3. Has your pullback started / ended
Its best used near area of conflict. For example:
1. If you have a breakout to the low side of support zone, and you get a BULLISH divergence, this can be viewed as a false breakout.
2. If you trading towards the opposite area of a range or key level and you get conflicting movement in the Stocashi + CaffeineCrush, then you should take ur profits and wait for the next move.
3. If you are following through with example 2 above, but get NO conflicts, you can immediately look for a secondary take profit area and split / hedge your take profits.
