IU Inside/Harami candlestick patternDESCRIPTION
The IU Inside/Harami Candlestick Pattern indicator is designed to detect bullish and bearish inside bar formations, also known as Harami patterns. This tool gives users flexibility by allowing pattern detection based on candle wicks, bodies, or a combination of both. It highlights detected patterns using colored boxes and optional text labels on the chart, helping traders quickly identify areas of consolidation and potential reversals.
USER INPUTS :
Pattern Recognition Based on =
Choose between "Wicks", "Body", or "Both" to determine how the inside candle pattern is identified.
Show Box =
Toggle the appearance of colored boxes that highlight the pattern zone.
Show Text =
Toggle on-screen labels for "Bullish Inside" or "Bearish Inside" when patterns are detected.
INDICATOR LOGIC :
Bullish Inside Bar (Harami) is detected when:
* The current candle's high is lower and low is higher than the previous candle (wick-based),
* or the current candle’s open and close are inside the previous candle’s body (body-based),
* and the current candle is bullish while the previous is bearish.
Bearish Inside Bar (Harami) is detected when:
* The current candle's high is lower and low is higher than the previous candle (wick-based),
* or the current candle’s open and close are inside the previous candle’s body (body-based),
* and the current candle is bearish while the previous is bullish.
The user can choose wick-based, body-based, or both logics for pattern confirmation.
Boxes are drawn between the highs and lows of the pattern, and alert messages are generated upon confirmation.
Optional labels show the pattern name for quick visual identification.
WHY IT IS UNIQUE :
Offers three different logic modes: wick-based, body-based, or combined.
Highlights patterns visually with customizable boxes and labels.
Includes built-in alerts for immediate notifications.
Uses clean and transparent plotting without repainting.
HOW USER CAN BENEFIT FROM IT :
Receive real-time alerts when Inside/Harami patterns are formed.
Use the boxes and text labels to spot price compression zones and breakout potential.
Combine it with other tools like trendlines or support/resistance for enhanced accuracy.
Suitable for scalpers, swing traders, and price action traders looking to trade inside bar breakouts or reversals.
DISCLAIMER :
This indicator is not financial advice, it's for educational purposes only highlighting the power of coding( pine script) in TradingView, I am not a SEBI-registered advisor. Trading and investing involve risk, and you should consult with a qualified financial advisor before making any trading decisions. I do not guarantee profits or take responsibility for any losses you may incur.
Komut dosyalarını "Pattern recognition" için ara
ATR and Moving AverageUsing ATR and Moving Average: A Technical Analysis Strategy
The Average True Range (ATR) and the Moving Average are two important technical analysis tools that can be used together to identify trading opportunities in the market. In this article, we will explore how to use these two tools and how the crossover between them can indicate changes in the market.
What is ATR?
The Average True Range (ATR) is a measure of the volatility of an asset, which calculates the average true range of an asset over a period of time. The true range is the difference between the closing price and the opening price of an asset, or the difference between the closing price and the highest or lowest price of the day. ATR is an important measure of volatility, as it helps to identify the magnitude of price fluctuations of an asset.
What is Moving Average?
The Moving Average is a technical analysis tool that calculates the average price of an asset over a period of time. The Moving Average can be used to identify trends and price patterns, and is an important tool for traders. There are different types of Moving Averages, including the Simple Moving Average (SMA), the Exponential Moving Average (EMA), and the Weighted Moving Average (WMA).
Crossover between ATR and Moving Average
The crossover between ATR and Moving Average can be an important indicator of changes in the market. When ATR crosses above the Moving Average, it may indicate that the volatility of the asset is increasing and that the price may be about to rise. This occurs because ATR is increasing, which means that the true range of the asset is increasing, and the Moving Average is being surpassed, which means that the price is rising.
On the other hand, when ATR crosses below the Moving Average, it may indicate that the volatility of the asset is decreasing and that the price may be about to fall. This occurs because ATR is decreasing, which means that the true range of the asset is decreasing, and the Moving Average is being surpassed, which means that the price is falling.
Trading Strategies
There are several trading strategies that can be used with the crossover between ATR and Moving Average. Some of these strategies include:
Buying when ATR crosses above the Moving Average, with the expectation that the price will rise.
Selling when ATR crosses below the Moving Average, with the expectation that the price will fall.
Using the crossover between ATR and Moving Average as a filter for other trading strategies, such as trend analysis or pattern recognition.
In summary, the crossover between ATR and Moving Average can be an important indicator of changes in the market, and can be used as a technical analysis tool to identify trading opportunities. However, it is important to remember that no trading strategy is foolproof, and that it is always important to use a disciplined approach and manage risk adequately.
Hourly Market Movement Pattern Indicator# Hourly Market Movement Pattern Indicator
This versatile technical analysis tool identifies the most active hours for trading by analyzing historical price movements. While it can be viewed on any timeframe chart, the indicator specifically tracks and displays which hours of the day historically show the strongest upward or downward price movements, helping traders optimize their trading schedule around these recurring hourly patterns.
## Core Features
- Tracks the best performing hours for both upward and downward movements
- Viewable on any timeframe chart while maintaining hourly analysis
- Clear visual display through a color-coded table overlay
- Real-time updates with new market data
- Works with all trading instruments (stocks, crypto, forex, futures, etc.)
## Timeframe Applications
### Chart Viewing Options
- Can be viewed on any timeframe chart (1min to Monthly)
- Maintains hourly pattern analysis regardless of chart timeframe
- Helps correlate hourly patterns with your preferred trading timeframe
- Allows detailed visualization of hourly patterns within your analysis period
### Intraday Trading
- Identify the most profitable hours for trading
- Plan trading sessions around historically strong hours
- Optimize entry and exit timing based on hourly patterns
- Structure day trading schedules around peak movement hours
### Swing Trading
- Use hourly statistics to optimize entry/exit timing
- Plan trade executions during historically strong hours
- Time position entries based on hourly success rates
- Enhance swing trading decisions with hourly pattern data
## Practical Applications
### Pattern Recognition
- Track recurring hourly market movements
- Identify institutional trading hour patterns
- Detect regular market cycle hours
- Recognize changes in hourly market behavior
### Risk Management
- Adjust position sizing based on historical hourly patterns
- Plan entries during statistically favorable hours
- Time stop loss adjustments around known volatile hours
- Scale positions according to hourly success rates
### Trade Planning
- Schedule trading sessions during optimal hours
- Plan trade executions around strong movement periods
- Structure trading day around peak hours
- Time position adjustments to favorable hours
## Setup Options
- Timeframe: View on any chart timeframe while tracking hourly patterns
- Visual Display: Non-intrusive table overlay
- Color Coding: Green for upward movements, Red for downward movements
- Hour Display: 24-hour format for global market compatibility
## Trading Strategy Integration
The indicator enhances trading approaches through:
- Optimal hour identification for trade execution
- Historical hourly pattern analysis
- Day trading session optimization
- Position timing based on hourly statistics
## Notes
This indicator proves particularly valuable for:
- Traders seeking to optimize their daily trading schedule
- Day traders focusing on peak market hours
- Swing traders optimizing entry/exit timing
- Traders adapting strategies to specific market hours
- International traders tracking hour-specific patterns across sessions
The tool's hourly pattern analysis provides crucial timing information regardless of your preferred chart timeframe or trading style, helping optimize trade execution around the most statistically favorable hours of the day.
N Bar Reversal Detector [LuxAlgo]The N Bar Reversal Detector is designed to detect and highlight N-bar reversal patterns in user charts, where N represents the length of the candle sequence used to detect the patterns. The script incorporates various trend indicators to filter out detected signals and offers a range of customizable settings to fit different trading strategies.
🔶 USAGE
The N-bar reversal pattern extends the popular 3-bar reversal pattern. While the 3-bar reversal pattern involves identifying a sequence of three bars signaling a potential trend reversal, the N-bar reversal pattern builds on this concept by incorporating additional bars based on user settings. This provides a more comprehensive indication of potential trend reversals. The script automates the identification of these patterns and generates clear, visually distinct signals to highlight potential trend changes.
When a reversal chart pattern is confirmed and aligns with the price action, the pattern's boundaries are extended to create levels. The upper boundary serves as resistance, while the lower boundary acts as support.
The script allows users to filter patterns based on the trend direction identified by various trend indicators. Users can choose to view patterns that align with the detected trend or those that are contrary to it.
🔶 DETAILS
🔹 The N-bar Reversal Pattern
The N-bar reversal pattern is a technical analysis tool designed to signal potential trend reversals in the market. It consists of N consecutive bars, with the first N-1 bars used to identify the prevailing trend and the Nth bar confirming the reversal. Here’s a detailed look at the pattern:
Bullish Reversal : In a bullish reversal setup, the first bar is the highest among the first N-1 bars, indicating a prevailing downtrend. Most of the remaining bars in this sequence should be bearish (closing lower than where they opened), reinforcing the existing downward momentum. The Nth (most recent) bar confirms a bullish reversal if its high price is higher than the high of the first bar in the sequence (standard pattern). For a stronger signal, the closing price of the Nth bar should also be higher than the high of the first bar.
Bearish Reversal : In a bearish reversal setup, the first bar is the lowest among the first N-1 bars, indicating a prevailing uptrend. Most of the remaining bars in this sequence should be bullish (closing higher than where they opened), reinforcing the existing upward momentum. The Nth bar confirms a bearish reversal if its low price is lower than the low of the first bar in the sequence (standard pattern). For a stronger signal, the closing price of the Nth bar should also be lower than the low of the first bar.
🔹 Min Percentage of Required Candles
This parameter specifies the minimum percentage of candles that must be bullish (for a bearish reversal) or bearish (for a bullish reversal) among the first N-1 candles in a pattern. For higher values of N, it becomes more challenging for all of the first N-1 candles to be consistently bullish or bearish. By setting a percentage value, P, users can adjust the requirement so that only a minimum of P percent of the first N-1 candles need to meet the bullish or bearish condition. This allows for greater flexibility in pattern recognition, accommodating variations in market conditions.
🔶 SETTINGS
Pattern Type: Users can choose the type of the N-bar reversal patterns to detect: Normal, Enhanced, or All. "Normal" detects patterns that do not necessarily surpass the high/low of the first bar. "Enhanced" detects patterns where the last bar surpasses the high/low of the first bar. "All" detects both Normal and Enhanced patterns.
Reversal Pattern Sequence Length: Specifies the number of candles (N) in the sequence used to identify a reversal pattern.
Min Percentage of Required Candles: Sets the minimum percentage of the first N-1 candles that must be bullish (for a bearish reversal) or bearish (for a bullish reversal) to qualify as a valid reversal pattern.
Derived Support and Resistance: Toggles the visibility of the support and resistance levels/zones.
🔹 Trend Filtering
Filtering: Allows users to filter patterns based on the trend indicators: Moving Average Cloud, Supertrend, and Donchian Channels. The "Aligned" option only detects patterns that align with the trend and conversely, the "Opposite" option detects patterns that go against the trend.
🔹 Trend Indicator Settings
Moving Average Cloud: Allows traders to choose the type of moving averages (SMA, EMA, HMA, etc.) and set the lengths for fast and slow moving averages.
Supertrend: Options to set the ATR length and factor for Supertrend.
Donchian Channels: Option to set the length for the channel calculation.
🔶 RELATED SCRIPTS
Reversal-Candlestick-Structure.
Reversal-Signals.
Machine Learning Signal FilterIntroducing the "Machine Learning Signal Filter," an innovative trading indicator designed to leverage the power of machine learning to enhance trading strategies. This tool combines advanced data processing capabilities with user-friendly customization options, offering traders a sophisticated yet accessible means to optimize their market analysis and decision-making processes. Importantly, this indicator does not repaint, ensuring that signals remain consistent and reliable after they are generated.
Machine Learning Integration
The "Machine Learning Signal Filter" employs machine learning algorithms to analyze historical price data and identify patterns that may not be immediately apparent through traditional technical analysis. By utilizing techniques such as regression analysis and neural networks, the indicator continuously learns from new data, refining its predictive capabilities over time. This dynamic adaptability allows the indicator to adjust to changing market conditions, potentially improving the accuracy of trading signals.
Key Features and Benefits
Dynamic Signal Generation: The indicator uses machine learning to generate buy and sell signals based on complex data patterns. This approach enables it to adapt to evolving market trends, offering traders timely and relevant insights. Crucially, the indicator does not repaint, providing reliable signals that traders can trust.
Customizable Parameters: Users can fine-tune the indicator to suit their specific trading styles by adjusting settings such as the temporal synchronization and neural pulse rate. This flexibility ensures that the indicator can be tailored to different market environments.
Visual Clarity and Usability: The indicator provides clear visual cues on the chart, including color-coded signals and optional display of signal curves. Users can also customize the table's position and text size, enhancing readability and ease of use.
Comprehensive Performance Metrics: The indicator includes a detailed metrics table that displays key performance indicators such as return rates, trade counts, and win/loss ratios. This feature helps traders assess the effectiveness of their strategies and make data-driven decisions.
How It Works
The core of the "Machine Learning Signal Filter" is its ability to process and learn from large datasets. By applying machine learning models, the indicator identifies potential trading opportunities based on historical data patterns. It uses regression techniques to predict future price movements and neural networks to enhance pattern recognition. As new data is introduced, the indicator refines its algorithms, improving its accuracy and reliability over time.
Use Cases
Trend Following: Ideal for traders seeking to capitalize on market trends, the indicator helps identify the direction and strength of price movements.
Scalping: With its ability to provide quick signals, the indicator is suitable for scalpers aiming for rapid profits in volatile markets.
Risk Management: By offering insights into trade performance, the indicator aids in managing risk and optimizing trade setups.
In summary, the "Machine Learning Signal Filter" is a powerful tool that combines the analytical strength of machine learning with the practical needs of traders. Its ability to adapt and provide actionable insights makes it an invaluable asset for navigating the complexities of financial markets.
The "Machine Learning Signal Filter" is a tool designed to assist traders by providing insights based on historical data and machine learning techniques. It does not guarantee profitable trades and should be used as part of a comprehensive trading strategy. Users are encouraged to conduct their own research and consider their financial situation before making trading decisions. Trading involves significant risk, and it is possible to lose more than the initial investment. Always trade responsibly and be aware of the risks involved.
Double Top, Double Bottom & Head and Shoulders Patterns [ST]Double Top, Double Bottom & Head and Shoulders Patterns
Description in English:
This indicator identifies double top, double bottom, head and shoulders, and inverse head and shoulders patterns on a 4-hour timeframe. It marks the pivot points with circles and outlines the structures with lines, providing clear visual signals of these important reversal patterns.
The colors are customizable for each pattern type.
Detailed Explanation:
Configuration:
Pivot Length: This input defines the period over which pivot points are calculated. The default value is 10.
Circle Color: This input sets the color of the circles that mark the identified double top and double bottom patterns. The default color is blue.
Line Color: This input sets the color of the lines that circle the identified structures of double top and double bottom patterns. The default color is red.
Head and Shoulders Color: This input sets the color of the circles and lines that mark the head and shoulders patterns. The default color is orange.
Inverse Head and Shoulders Color: This input sets the color of the circles and lines that mark the inverse head and shoulders patterns. The default color is purple.
Pattern Identification:
Pivot High and Low: The script uses the pivothigh and pivotlow functions to identify local maxima and minima, essential for detecting the patterns.
Double Top: Identified when there are two pivot highs within the pivot length, and the second high is equal to the first. This pattern typically indicates a potential reversal from an uptrend to a downtrend.
Double Bottom: Identified when there are two pivot lows within the pivot length, and the second low is equal to the first. This pattern typically indicates a potential reversal from a downtrend to an uptrend.
Head and Shoulders: Identified when there is a higher pivot high (head) between two lower pivot highs (shoulders), indicating a potential reversal from an uptrend to a downtrend.
Inverse Head and Shoulders: Identified when there is a lower pivot low (head) between two higher pivot lows (shoulders), indicating a potential reversal from a downtrend to an uptrend.
Drawing Circles and Lines:
Double Top: Marked with blue circles and red lines.
Double Bottom: Marked with blue circles and red lines.
Head and Shoulders: Marked with orange circles and lines.
Inverse Head and Shoulders: Marked with purple circles and lines.
Indicator Benefits:
Pattern Identification: Helps traders identify key reversal patterns (double top, double bottom, head and shoulders, and inverse head and shoulders) on the 4-hour timeframe.
Visual Cues: Provides clear visual signals for these patterns, aiding in making informed trading decisions.
Customizable Parameters: Allows traders to adjust the pivot length, circle color, line color, head and shoulders color, and inverse head and shoulders color to suit different trading strategies and market conditions.
Justification of Component Combination:
Combining pivot point identification with pattern recognition provides a robust method for detecting significant reversal patterns. The visual cues enhance the trader's ability to quickly spot these patterns on the chart.
How Components Work Together:
The script first identifies pivot points based on the specified pivot length.
It then checks for the presence of double top, double bottom, head and shoulders, and inverse head and shoulders patterns using these pivot points.
When a pattern is identified, it is marked with a circle on the chart, and lines are drawn around the structure to provide a clear visual indication of the pattern's presence.
Título: Padrões de Morro Duplo, Fundo Duplo e Ombro-Cabeça-Ombro
Descrição em Português:
Este indicador identifica padrões de morro duplo, fundo duplo, ombro-cabeça-ombro e ombro-cabeça-ombro invertido no gráfico de 4 horas.
Ele marca os pontos de pivô com círculos e contorna as estruturas com linhas, fornecendo sinais visuais claros desses importantes padrões de reversão. As cores são personalizáveis para cada tipo de padrão.
Explicação Detalhada:
Configuração:
Comprimento do Pivô: Este input define o período sobre o qual os pontos de pivô são calculados. O valor padrão é 10.
Cor do Círculo: Este input define a cor dos círculos que marcam os padrões identificados de morro duplo e fundo duplo. A cor padrão é azul.
Cor da Linha: Este input define a cor das linhas que contornam as estruturas identificadas de morro duplo e fundo duplo. A cor padrão é vermelha.
Cor de Ombro-Cabeça-Ombro: Este input define a cor dos círculos e linhas que marcam os padrões de ombro-cabeça-ombro. A cor padrão é laranja.
Cor de Ombro-Cabeça-Ombro Invertido: Este input define a cor dos círculos e linhas que marcam os padrões de ombro-cabeça-ombro invertido. A cor padrão é lilás.
Identificação de Padrões:
Pivô Alto e Baixo: O script usa as funções pivothigh e pivotlow para identificar máximas e mínimas locais, essenciais para detectar os padrões.
Morro Duplo: Identificado quando há duas máximas de pivô dentro do comprimento do pivô, e a segunda máxima é igual à primeira. Este padrão geralmente indica uma reversão potencial de uma tendência de alta para uma tendência de baixa.
Fundo Duplo: Identificado quando há duas mínimas de pivô dentro do comprimento do pivô, e a segunda mínima é igual à primeira. Este padrão geralmente indica uma reversão potencial de uma tendência de baixa para uma tendência de alta.
Ombro-Cabeça-Ombro: Identificado quando há uma máxima de pivô mais alta (cabeça) entre duas máximas de pivô mais baixas (ombros), indicando uma reversão potencial de uma tendência de alta para uma tendência de baixa.
Ombro-Cabeça-Ombro Invertido: Identificado quando há uma mínima de pivô mais baixa (cabeça) entre duas mínimas de pivô mais altas (ombros), indicando uma reversão potencial de uma tendência de baixa para uma tendência de alta.
Desenho de Círculos e Linhas:
Morro Duplo: Marcado com círculos azuis e linhas vermelhas.
Fundo Duplo: Marcado com círculos azuis e linhas vermelhas.
Ombro-Cabeça-Ombro: Marcado com círculos e linhas laranjas.
Ombro-Cabeça-Ombro Invertido: Marcado com círculos e linhas lilás.
Benefícios do Indicador:
Identificação de Padrões: Ajuda os traders a identificar padrões-chave de reversão (morro duplo, fundo duplo, ombro-cabeça-ombro e ombro-cabeça-ombro invertido) no gráfico de 4 horas.
Sinais Visuais: Fornece sinais visuais claros para esses padrões, auxiliando na tomada de decisões informadas.
Parâmetros Personalizáveis: Permite que os traders ajustem o comprimento do pivô, a cor do círculo, a cor da linha, a cor de ombro-cabeça-ombro e a cor de ombro-cabeça-ombro invertido para se adequar a diferentes estratégias de negociação e condições de mercado.
Justificação da Combinação de Componentes:
Combinar a identificação de pontos de pivô com o reconhecimento de padrões fornece um método robusto para detectar padrões de reversão significativos. Os sinais visuais melhoram a capacidade do trader de identificar rapidamente esses padrões no gráfico.
Como os Componentes Funcionam Juntos:
O script primeiro identifica os pontos de pivô com base no comprimento do pivô especificado.
Em seguida, verifica a presença de padrões de morro duplo, fundo duplo, ombro-cabeça-ombro e ombro-cabeça-ombro invertido usando esses pontos de pivô.
Quando um padrão é identificado, ele é marcado com um círculo no gráfico, e linhas são desenhadas ao redor da estrutura para fornecer uma indicação visual clara da presença do padrão.
Channels With Patterns [ChartPrime]The Channels With Patterns indicator is an attempt at minimizing the delay in forming a trend channel. This indicator uses a single pivot in conjunction with a smooth version of the price to estimate the direction of an emerging trend. Using ATR, this indicator estimates the volatility of the new trend by adjusting the channel size by a multiple of the current ATR.
One of the biggest complains for any trend indicator is that it takes too long to create a channel or trend line. This indicator estimates the trend channel by checking if the price is moving in the correct direction and then it projects the channel from a single pivot. To allow for some margin of error, this script uses an offset to help center the channel.
This offset is generated from the ATR at the time of formation. In conjunction with forming estimated trend channels, this indicator features select candle stick patterns. These candle stick patterns are filtered by location in the formed trend channel. If the price is within an extremity of the trend channel it will appear. Filtering classical vanilla candle stick patterns using this methodology can result in some interesting results and possible confluence points for traders. For example; a bearish hammer appearing when filtered in an upper zone might add an extra level of realtime unique confluence traders.
Traders can use this script as a general trend line indicator that is a bit more forward looking than others, or it can be used it as its full blown trend channel estimator. Due to the fact that this is an estimate using the minimum possible information to make the channel, its accuracy will not always be perfect and can suffer compared to alternative methods.
When configuring the indicator it is important to understand the role of each input. Here is a description of all of the settings provided:
Presets (`preset`): This input allows users to quickly configure the indicator based on the market they are trading in. Selecting "Stocks," "Forex," or "Crypto" automatically adjusts various parameters to settings deemed optimal for these markets. The "User" option lets traders manually configure settings for a more personalized approach.
Style (`style`): This setting determines how pivot points are calculated. "Wick" uses the high and low of candlesticks (including wicks), which can be more sensitive to market extremes. "Body" uses only the open and close prices (the body of the candlesticks), potentially offering a more stable pivot point calculation.
Break Style (`break_style`): This option defines what price is used to determine if a channel has been broken. "Close" uses the closing price of a candlestick, while "High/Low" uses the highest and lowest prices. This affects how channel breaks are identified and can influence trading signals.
Instant Mode (`instant`): When enabled, this feature allows the indicator to form channels more quickly by initiating them as soon as potential formations are detected. This can provide earlier signals but may increase the risk of false positives.
ATR Length (`atr_length`): This input sets the period for the Average True Range (ATR), a common volatility indicator. A longer ATR period may smooth out the channel but could delay responsiveness to market changes. A shorter period might make the channel more responsive but potentially more erratic.
Offset Center (`offset`): Adjusts the vertical positioning of the channel. This can help in aligning the channel more accurately with the price action, depending on market conditions and personal trading strategies.
Size (`atr_multiplier`): Alters the channel's size relative to the ATR. A higher multiplier makes a wider channel, which might be useful in more volatile markets. A lower multiplier tightens the channel, which could be better for less volatile conditions.
Padding % (`padding`): This setting adjusts the padding within the top and bottom quarters of the channel. It essentially fine-tunes the channel's sensitivity to price movements near its boundaries.
Pivot Length (`pivot_length`): Determines the number of bars used to calculate pivot points. A longer length may provide more significant pivot points but can reduce the number of channels formed.
Pivot Look Forward (`look_forward`): Sets the number of bars to look forward in the pivot calculation, affecting how quickly the channel adapts to new pivots.
Average H/L Length (`avg_length`): Controls the smoothing of the high and low prices used in the channel calculation. A longer average length can lead to smoother, more gradual channel slopes.
Enable Hammer (`enable_hammer`): When enabled, the indicator will highlight Hammer candlestick patterns, which are often considered bullish reversal indicators.
Enable Inverted Hammer (`enable_ihammer`): This toggles the display of Inverted Hammer patterns, typically viewed as potential bullish reversal signals.
Enable Bullish Engulfing (`enable_bullish_engulfing`): Enables the identification of Bullish Engulfing patterns, another type of bullish reversal indicator.
Enable Bearish Engulfing (`enable_bearish_engulfing`): When activated, this highlights Bearish Engulfing patterns, which are often interpreted as bearish reversal signals.
Extend Channel (`extend`): This option, when enabled, extends the drawn channels forward until they are either broken or a new channel is formed.
Show Break Label (`show_break_label`): Toggles the display of labels indicating where the channel has been broken, providing visual cues for potential trade entries or exits.
Channel History Length (`history_length`): Determines how many historical channels are displayed on the chart. This can be useful for analyzing past performance and patterns.
Channel Colors (`top_color`, `bottom_color`, `center_color`): These settings allow customization of the channel's appearance by setting the colors of the top, bottom, and center lines.
Line Transparency (`line_trans`): Adjusts the transparency of the channel lines, helping to balance visibility with chart readability.
Center Line Transparency (`center_trans`): Specifically sets the transparency level of the center line of the channel.
Channel Fill Transparency (`fill_trans`): Modifies the transparency of the filled areas between the channel lines, which can enhance chart clarity and focus on the price action.
Break Colors (`break_up_color`, `break_down_color`): Sets the colors for labels that appear when the channel is broken, either upwards or downwards.
Break Label Text Color (`text_color`): Determines the color of the text in the break labels, enhancing readability based on the chart's background and color scheme.
Candle Pattern Colors (`h_color`, `ih_color`, `bullish_engulfing_color`, `bearish_engulfing_color`): These inputs allow for the customization of the colors used to highlight various candle patterns on the chart.
Candle Pattern Text Color (`candle_text_color`): Sets the color of the text for labels associated with candle pattern indicators.
Alerts (`new_channel_alert`, `break_alert`, `hammer_alert`, `ihammer_alert`, `bullish_engulfing_alert`, `bearish_engulfing_alert`): These toggles enable or disable alerts for different events, such as the formation of new channels, channel breaks, or the appearance of specific candle patterns. This feature is crucial for traders who rely on timely notifications for potential trading opportunities.
We have provided a few presets to allow you to get a feeling for how the indicator works with different settings easily. Here is a description of the settings used in each preset:
Stocks Preset:
Style: "Wick"
Break Style: False (High/Low)
Instant Mode: True
ATR Length: 10
Size (ATR Multiplier): 4
Pivot Length: 10
Pivot Look Forward: 15
Average H/L Length: 18
Forex Preset:
Style: "Wick"
Break Style: False (High/Low)
Instant Mode: True
ATR Length: 100
Size (ATR Multiplier): 5
Pivot Length: 10
Pivot Look Forward: 15
Average H/L Length: 18
Crypto Preset:
Style: "Wick"
Break Style: False (High/Low)
Instant Mode: True
ATR Length: 10
Size (ATR Multiplier): 4
Pivot Length: 10
Pivot Look Forward: 15
Average H/L Length: 18
This script first starts by defining and collecting the relevant data for the main body of the code with data(). This generates the pivot data, the levels, the ranges, the averages, the deltas, and finally the candle sticks. Once there is a higher low, or lower high detected via the pivots and the current price it triggers the formation of the new channel. It takes the delta between the last pivot and the current average price and projects the trend channel using this delta. If the price exceeds the extremities of the channel it will classify this as a break from the estimated structure and begin looking for a new channel. The idea is that when trending, the price will oscillate between extremities as defined by a range and direction. If the price is inside of one of these extremities the script will look for candle stick patterns. This is how the script operates.
On a more technical level, this script is meant to showcase Pine Script's custom types and methods. We have made use of a properties pattern allows functions to use a minimal number of arguments. This allows you to add new inputs without modifying a string of functions. The use of methods and data structures allows the main body of the code to be easy to understand and for the script as a whole to be easily modified. We have made sure that the script is modular so that users can incorporate this into their own custom scripts. It should be easy to expand on this script as the main logic is fairly compact and open for easy modification. All features are packed into their own function for easy use elsewhere. This is particularly evident in the candle stick section. I have simplified the process of creating candle stick patterns by creating a type. All users have to do is make methods for this type.
candle()=>
polarity = open < close
body_top = math.max(open, close)
body_bottom = math.min(open, close)
body_range = body_top - body_bottom
top_wick = high - body_top
bottom_wick = body_bottom - low
average_body = ta.ema(body_range, 14)
average_top_wick = ta.ema(top_wick, 14)
average_bottom_wick = ta.ema(bottom_wick, 14)
has_body = body_range != 0
has_top_wick = top_wick != 0
has_bottom_wick = bottom_wick != 0
above_average_body = body_range > average_body
above_average_top_wick = top_wick > average_top_wick
above_average_bottom_wick = bottom_wick > average_bottom_wick
candle_data.new(
polarity
, body_top
, body_bottom
, body_range
, top_wick
, bottom_wick
, average_body
, average_top_wick
, average_bottom_wick
, has_body
, has_top_wick
, has_bottom_wick
, above_average_body
, above_average_top_wick
, above_average_bottom_wick
)
In conclusion, this script offers a blend of rapid trend channel formation and candlestick pattern recognition, making it a unique tool for traders looking for a more proactive approach to trend analysis.
TrendGuard Flag Finder - Strategy [presentTrading]
Introduction and How It Is Different
In the vast world of trading strategies, the TrendGuard Flag Finder stands out as a unique blend of traditional flag pattern detection and the renowned SuperTrend indicator.
- A significant portion of the Flag Pattern detection is inspired by the "Flag Finder" code by @Amphibiantrading, which serves as one of foundational element of this strategy.
- While many strategies focus on either trend-following or pattern recognition, this strategy harmoniously combines both, offering traders a more holistic view of the market.
- The integration of the SuperTrend indicator not only provides a clear direction of the prevailing trend but also offers potential stop-loss levels, enhancing the strategy's risk management capabilities.
AAPL 1D chart
ETHBTC 6hr chart
Strategy: How It Works
The TrendGuard Flag Finder is primarily built on two pillars:
1. Flag Pattern Detection : At its core, the strategy identifies flag patterns, which are continuation patterns suggesting that the prevailing trend will resume after a brief consolidation. The strategy meticulously detects both bullish and bearish flags, ensuring traders can capitalize on opportunities in both rising and falling markets.
What is a Flag Pattern? A flag pattern consists of two main components:
1.1 The Pole : This is the initial strong price move, which can be either upwards (for bullish flags) or downwards (for bearish flags). The pole represents a strong surge in price in a particular direction, driven by significant buying or selling momentum.
1.2 The Flag : Following the pole, the price starts consolidating, moving against the initial trend. This consolidation forms a rectangular shape and is characterized by parallel trendlines. In a bullish flag, the consolidation will have a slight downward tilt, while in a bearish flag, it will have a slight upward tilt.
How the Strategy Detects Flags:
Identifying the Pole: The strategy first identifies a strong price movement over a user-defined number of bars. This movement should meet a certain percentage change to qualify as a pole.
Spotting the Flag: After the pole is identified, the strategy looks for a consolidation phase. The consolidation should be counter to the prevailing trend and should be contained within parallel lines. The depth (for bullish flags) or rally (for bearish flags) of this consolidation is calculated to ensure it meets user-defined criteria.
2. SuperTrend Integration : The SuperTrend indicator, known for its simplicity and effectiveness, is integrated into the strategy. It provides a dynamic line on the chart, signaling the prevailing trend. When prices are above the SuperTrend line, it's an indication of an uptrend, and vice versa. This not only confirms the flag pattern's direction but also offers a potential stop-loss level for trades.
When combined, these components allow traders to identify potential breakout (for bullish flags) or breakdown (for bearish flags) scenarios, backed by the momentum indicated by the SuperTrend.
Usage
To use the SuperTrend Enhanced Flag Finder:
- Inputs : Begin by setting the desired parameters. The strategy offers a range of user-controlled settings, allowing for customization based on individual trading preferences and risk tolerance.
- Visualization : Once the parameters are set, the strategy will identify and visually represent flag patterns on the chart. Bullish flags are represented in green, while bearish flags are in red.
- Trade Execution : When a breakout or breakdown is identified, the strategy provides entry signals. It also offers exit signals based on the SuperTrend, ensuring that traders can capitalize on the momentum while managing risk.
Default Settings
The strategy comes with a set of default settings optimized for general use:
- SuperTrend Parameters: Length set to 10 and Factor set to 5.0.
- Bull Flag Criteria: Max Flag Depth at 7, Max Flag Length at 10 bars, Min Flag Length at 3 bars, Prior Uptrend Minimum at 9%, and Flag Pole Length between 7 to 13 bars.
- Bear Flag Criteria: Similar settings adjusted for bearish patterns.
- Display Options: By default, both bullish and bearish flags are displayed, with breakout and breakdown points highlighted.
Candlestick PatternsShort Description: Identify and visualize 16 key candlestick patterns in real-time.
Long Description:
The Candlestick Pattern Detector is a powerful indicator designed to help traders identify and visualize 16 key candlestick patterns in real-time. This indicator overlays the identified patterns on the chart, making it easy for traders to spot potential trend reversals, continuations, or significant price movements.
The indicator detects the following candlestick patterns:
Bullish Engulfing
Bearish Engulfing
Bullish Harami
Bearish Harami
Bullish Piercing
Dark Cloud Cover
Hammer
Hanging Man
Inverted Hammer
Shooting Star
Morning Star
Evening Star
Three White Soldiers
Three Black Crows
Bullish Marubozu
Bearish Marubozu
Each pattern is labeled on the chart with its respective name and color-coded to indicate whether it's a bullish (green) or bearish (red) signal. This makes it easy for traders to quickly spot patterns and make informed decisions based on the detected signals.
To use the Candlestick Pattern Detector, simply add it to your TradingView chart, and it will automatically highlight the identified patterns on the price chart. The patterns are identified based on well-established candlestick pattern recognition techniques, giving traders a reliable tool to aid their technical analysis.
Whether you're a seasoned trader or just starting, the Candlestick Pattern Detector can be a valuable addition to your trading toolkit, helping you to identify potential trading opportunities based on classic candlestick patterns.
Elliott Wave [LuxAlgo]The Elliott Wave indicator allows users to detect Elliott Wave (EW) impulses as well as corrective segments automatically on the chart. These are detected and displayed serially, allowing users to keep track of the evolution of an impulse or corrective wave.
Fibonacci retracements constructed from detected impulse waves are also included.
This script additionally allows users to get alerted on a wide variety of trigger conditions (see the ALERTS section below).
🔶 SETTINGS
🔹 Source
• "high" -> options high, close, maximum of open/close
• "low" -> options low, close, minimum of open/close
🔹 ZigZag
• The source and length are used to check whether a new Pivot Point is found.
Example:
• source = high/low, length = 10:
• There is a new pivot high when:
- previous high is higher than current high
- the highs of 10 bars prior to previous high are all lower
• These pivot points are used to form the ZigZag lines, which in their turn are used for pattern recognition
🔶 USAGE
The basic principles we use to identify Elliott Wave impulses are:
• A movement in the direction of the trend ( Motive/Impulse wave ) is divided in 5 waves (Wave 1 -> 5)
• The Corrective Wave (against the trend) is divided in 3 waves (Wave A -> C)
• The waves can be subdivided in smaller waves
• Wave 2 can’t retrace more than the beginning of Wave 1
• Wave 4 does not overlap with the price territory of Wave 1
Here we see an example:
Let's look at the development:
• 1 bar after point (5) a confirmed 5 Motive Wave pattern is found (1 -> 5; The 5 Waves can also be seen as one large Wave 1 ).
• Next, the script draws a set of Fibonacci lines, which are area's where the Corrective Wave potentially will bounce.
Here we see the fifth wave is getting larger, the previous highest point is updated, and the Wave 5 is larger than Wave 3 :
(At this point, the pattern is invalidated, and it display as dotted)
Further progression in time:
At this point, a confirmed " 3 Corrective Wave pattern " is found (a -> c)
When a new high has developed, a circle is drawn (in the same color of the lines)
However, when the bottom of the drawn box has breached, a red cross will be visualized.
Further progression:
Later on, a bearish confirmed " 5 Motive Wave pattern " is found (1 -> 5):
When a Corrective Wave becomes invalidated, the ABC pattern will display as dashed (not dotted):
🔶 TECHNIQUES
Pine Script™ introduces methods!
• More information can be found here:
• Pine Script™ v5 User Manual 👉 Methods
• Pine Script™ language reference manual 👉 method
🔶 ALERTS
Dynamic alerts are included in the script, you only need to set 1 alert to receive following messages:
• When a new EW Motive Pattern is found (Bullish/Bearish )
• When a new EW Corrective Pattern is found (Bullish/Bearish )
• When an EW Motive Pattern is invalidated (Bullish/Bearish )
• When an EW Corrective Pattern is invalidated (Bullish/Bearish )
• When possible, a start of a new EW Motive Wave is found (Bullish/Bearish )
• Here is information how you can set these alerts()
Recursive Zigzag [Trendoscope]Here is an another outcome of Object Oriented Zigzag and Pattern Ecosystem of Libraries.
We already have another implementation of recursive zigzag which makes use of earlier library rzigzag . Here in this example, we make use of similar logic but leverage the new type and method based Zigzag system libraries to derive the indicator.
🎲 Design Overview
Similar to Recursive Auto Pitchfork, here too the indicator code is around 50 lines. Whereas most of the heavy lifting is done by the libraries.
🎲 Base Libraries
Base libraries are those which does not have any dependency. They form basic structures which are later used in other libraries. These libraries need to be crafted carefully so that minimal updates are done later on. Any updates on these libraries will impact all the dependent libraries and scripts.
🎯 Drawing
DrawingTypes - Defines basic drawing types Point, Line, Label, Box, Linefill and related property types.
DrawingMethods - All the methods or functionality surrounding Basic types are defined here.
🎲 Layer 1 Libraries
These are the libraries which has direct dependency on base libraries.
🎯 Zigzag
ZigzagTypes - Types required for defining Zigzag and Divergence
ZigzagMethods - Methods associated with Zigzag Type definitions.
🎲Indicator
Indicator draws zigzags based on given length. And then recursively derives next level zigzags based on previous levels. As per the utility, indicator is useful in several ways
Visualising price structure based on zigzag pivots - which in turn can help visualise patterns.
Ability to add any oscillator makes it easy to spot divergences with choice of indicators.
Programmers can use the derived values to build complex algorithms such as automatic pattern recognition.
🎯 Settings
Settings are explained via tooltips. These are very much straight forward and directly related to zigzag, oscillators and divergence.
CSPDMost Advanced & Accurate CandleStick Pattern Detector
Looking All Over of All Markets for All Important Powerful Reversal | Corrective Patterns (25 type)
Filtering the Results with Optional Features like Oscillator, Bollinger Bands, Volume Confirmation, Prior and Following Candles Confirmation which are Fully Customizable.
With this you can detect:
Hammer | Shooting star
Inverted Hammer | Hanging
Long legged Doji | Dragonfly Doji | Gravestone Doji
Bullish tweezers | Bearish tweezers
Bullish inside bar | Bearish inside bar
Bullish three line strike | Bearish three line strike
Bullish engulfing | Bearish engulfing
Piercing line | Dark cloud cover
Bullish abandoned baby | Bearish abandoned baby
Morning star | Evening star
Three white soldiers | Three black crows
*Bullish kayo | *Bearish kayo
Features:
Prior and Following candles Confirmation
You can set prior and following candle as basic prerequisites for marking candles as pattern to make sure you are at the top or bottom of the trend.
Volume confirmation
You can active volume increasing confirmation for some of pattern with adjustable increase % relative to prior candle | candles.
Oscillator Confirmation
Active oscillator confirmation. Select your approved oscillator from list (Stochastic, RSI, StochRSI, MFI, StochMFI) then enter desired value for marking candles as bullish | bearish pattern.
Bollinger Bands Confirmation
Active BB confirmation. Configure your Bollinger Bands. Now only see the patterns which reached or crossed from Bands. Also you can enable BB clod to have your BB indicator at the same time.
Adjustable Flexibility and Precision
You can set tolerance% for Osc and BB Confirmation - each one separately - for more control.
Self-adaptability
The properties of markets change over time, for example the amplitude of fluctuations and the intensity of movements. The script is designed in such a way that you can examine the price history as a benchmark for changes in market properties to adopt determinants. Also you can control those manually.
Self-regulatory
The user has the ability to change input factors depending on their point of view.
Behind the pattern recognition algorithms, there are relationships and similarities in their appearance that cause them to be influenced by each other. Simultaneously with changing the determining factors of each pattern by you, script automatically adjusts other details in accordance with your changes.
Alerts
You can set for type of pattern or each one of pattern have been detected.
Fully Costumizable
All of these options can be change and adjust.
Note 1.
The patterns are based on extensive study of reference and famous sources and the experience of me and my friends in trading and analysis with price action methods.
Note 2.
Due to the Pine limitations in the number of outputs | plots for each script, our attempt has been made to select the best and most important patterns.
Note 3.
So far, many scripts have been written in this field, but our experience with all of them and even the build in version was not satisfactory, and this was the initial motivation for making the script.
We strive to improve progress and elimination of shortcomings and we will continue to make this better.
Note 4.
Through personal experience and based on the principles of market and candlestick psychology, we discovered a new type of pattern and named it as Kayo.
kayo is a two candle pattern which formed when:
1.We have a pivot point with prior candles as left bars and following candles as right bar. Pivot candle called as second candle.
2.In a bullish kayo, first candle must closed descending and second candle must closed as ascending. For bearish kayo vise versa.
3.In a bullish kayo, second candle's lower wick must be longer then upper wick.
4. A pattern marked as kayo when its conditions do not correspond to any of the other patterns(include the confirmation that user added), ie it has the last naming priority over the other patterns.
Note 5.
When you active confirmation options for patterns like hammer, engulf and etc which they conditions are like kayo in some extent, if they can't pass the confirmation steps, they can be marked as kayo pattern.
Note 6.
If you active volume confirmation for Three white soldiers | Three black crows, the confirmation get passed if the volume of forth or third candle increased as value as entered relative to volume EMA3 of 3 candles.
Note 7.
In a bullish pattern all highs of following candles MUST be higher than prior highs and all lows of following candles MUST be higher than prior lows. For bearish patterns vise versa.
This type of confirmation depends on High and Low NOT close!
Gift to price action lovers!
Support us with your like and comments. let us know your experience, points and idea to make this better together.
Alpha Chart Patterns [AlphaGroup.Live]What it does
Automatically detects classical patterns and draws clean, price-anchored annotations with a single, text-only label per pattern (no filled background). Each label includes the pattern name and bias (Bullish/Bearish). Uses confirmed pivots, so it’s non-repainting after confirmation.
Detected patterns:
Double Top / Double Bottom
Head & Shoulders / Inverse H&S
Triangles: Ascending, Descending, Symmetrical
How it works
The script builds swing structure from confirmed pivot highs/lows. Tolerance and minimum swing filters keep only meaningful structures. Triangle detection looks for falling highs / rising lows (or flat sides) within a configurable window. Drawings and labels are anchored to bar_index and the price scale so they follow candles when you pan/zoom.
Inputs
Pivot Left/Right Bars : pivot sensitivity (higher = stricter, fewer signals).
Level Tolerance (%) : how close “equal” highs/lows must be (double tops/bottoms, flat triangle sides).
Min Swing Size (%) : filters out tiny wiggles.
Triangles Window (bars) : max span used when validating triangles.
Max Lookback (bars) : limits how far back objects are drawn.
Label Offset (ATR) : vertical offset for labels to avoid covering price.
Draw Necklines / Borders : toggle helper lines.
Bullish/Bearish Text & Line Colors + Neutral Line Color : fully editable to match light/dark themes.
Alerts
One-shot alerts are provided for each pattern. After adding the script to your chart:
Create Alert → Condition: this script → choose the specific pattern event (e.g., “Ascending Triangle”). Alerts trigger once per newly labeled instance.
Tips
If drawings ever appear detached after manual scale changes, enable Pin to right scale in the script’s Style (or just toggle the indicator once).
For noisier markets/timeframes, increase Pivot Bars and/or Min Swing .
Combine with trend/volume for confirmation.
Non-repainting note
Patterns are confirmed using completed pivots (labels appear only after the swing completes), so past signals don’t repaint.
Known limitations
Classical pattern recognition is heuristic by nature. Structures can overlap, and triangle classifications may vary with tolerance choices. Tune inputs to your instrument/timeframe.
Open-source
Pine Script v6. Clone, tweak, and share improvements. Please credit “Alpha Chart Patterns” if you fork.
Change log
v1.0 — Initial release: DT/DB, H&S/Inverse, Asc/Desc/Sym triangles, editable colors, minimal labels, price-anchored drawings, one-shot alerts.
Engulfing Pattern[SpeculationLab]Overview
This script detects two types of engulfing / outer bar patterns and marks them directly on the chart:
Body Engulfing – The current candle’s body range (open–close) completely covers the entire range (high–low) of the previous candle.
Range Engulfing – The current candle’s full range (high–low, including wicks) completely covers the entire range (high–low) of the previous candle.
Direction logic:
Bull – The previous candle is bearish and the selected engulfing rule is met.
Bear – The previous candle is bullish and the selected engulfing rule is met.
Optional: Require the current candle to have the opposite color of the previous one.
This is an open-source pattern recognition tool for learning, backtesting, and chart review. It is not financial advice.
Key Features
Two detection modes:
body – Body engulfs previous entire range
range – Wicks engulf previous entire range
Direction detection based on the previous candle’s color, with optional opposite-color confirmation
Chart markers: “BULL” /“BEAR” above bars
Alert-ready: built-in conditions for bullish and bearish engulfing patterns
Parameters
Engulfing Type: body / range
body: Current body must fully cover the previous candle’s high–low range
range: Current full range (high–low) must fully cover the previous candle’s high–low range
Require Opposite Previous Candle (default: off):
When enabled, the engulfing pattern must also have the opposite color from the previous candle to trigger
Usage Tips
Engulfing patterns are price action structures; combine with trend, key levels, and volume for context
Signals confirm on bar close (barstate.isconfirmed) to reduce repainting
Can be used with personal risk management rules (stop-loss, take-profit, filters)
Disclaimer
For educational and research purposes only – not financial advice
Past performance of patterns does not guarantee future results
Trading involves risk; always manage it responsibly
This script is open-source – feel free to learn from or modify it, but credit the original source and author (SpeculationLab)
脚本简介
本脚本用于识别两类包裹/外包形态，并在图表上以标记提示：
Body（实体包裹）：当前K线的实体区间（开—收）完全覆盖上一根K线的整个区间（上一根的高—低）。
Range（影线外包）：当前K线的影线区间（高—低）完全覆盖上一根K线的整个区间（上一根的高—低）。
方向判定：
Bull（多）：上一根为阴线且满足所选包裹规则；
Bear（空）：上一根为阳线且满足所选包裹规则；
可选项：要求“当前K线颜色与上一根相反”后再确认（见参数）。
本脚本为开源形态识别工具，适合技术分析学习、回测与复盘，不构成任何投资建议。
主要功能
两种识别模式：body（实体包裹上一根整段） / range（影线包裹上一根整段）。
方向识别：按上一根K线颜色判断多空；可选“当前颜色与上一根相反”的二次确认。
图表提示：plotshape 在K线上方标注 “BULL / BEAR”。
提醒支持：内置 Bullish Engulf / Bearish Engulf 提醒条件。
参数说明
Engulfing Type：body / range
body：当前实体须完全覆盖上一根的高—低整段；
range：当前高—低须完全覆盖上一根的高—低整段。
Require Opposite Previous Candle（默认关闭）：
开启后，除满足包裹规则外，还需当前K线颜色与上一根相反才触发标记。
使用建议
包裹/外包是价格行为结构，建议结合趋势、关键价位、成交量等因素综合判断。
信号在收盘时确认（barstate.isconfirmed），以减少重绘干扰。
可与个人风格的风险控制规则（止损、止盈、过滤条件）配合使用。
合规与免责声明
本脚本仅用于技术研究与学习，不构成任何形式的投资建议或收益承诺。
历史形态并不代表未来结果，交易有风险，请自行评估并承担责任。
本脚本开源，欢迎学习与二次开发；转载或改用请注明来源与作者（SpeculationLab / 投机实验室）。
Neural Adaptive VWAPNeural Adaptive VWAP with ML Features is an advanced trading indicator that enhances traditional Volume Weighted Average Price (VWAP) calculations through machine learning-inspired adaptive algorithms and predictive volume modeling.
🌟 Key Features:
🧠 Machine Learning-Inspired Adaptation
Dynamic weight adjustment system that learns from prediction errors
Multi-feature volume prediction using time-of-day patterns, price momentum, and volatility
Adaptive learning mechanism that improves accuracy over time
📊 Enhanced VWAP Calculation
Combines actual and predicted volume for forward-looking VWAP computation
Session-based reset with proper daily anchoring
Confidence bands based on rolling standard deviation for dynamic support/resistance
🎯 Advanced Signal Generation
Volume-confirmed crossover signals to reduce false entries
Color-coded candle visualization based on VWAP position
Multi-level strength indicators (strong/weak bullish/bearish zones)
⚙️ Intelligent Feature Engineering
Normalized volume analysis with statistical z-score
Time-series pattern recognition for intraday volume cycles
Price momentum and volatility integration
Sigmoid activation functions for realistic predictions
📈 How It Works:
The indicator employs a sophisticated feature engineering approach that extracts meaningful patterns from:
Volume Patterns: Normalized volume analysis and historical comparisons
Temporal Features: Time-of-day and minute-based cyclical patterns
Market Dynamics: Price momentum, volatility, and rate of change
Adaptive Learning: Error-based weight adjustment similar to neural network training
Unlike static VWAP indicators, this system continuously adapts its calculation methodology based on real-time market feedback, making it more responsive to changing market conditions while maintaining the reliability of traditional VWAP analysis.
🔧 Customizable Parameters:
VWAP Length (1-200 bars)
Volume Pattern Lookback (5-50 periods)
Learning Rate (0.001-0.1) for adaptation speed
Prediction Horizon (1-10 bars ahead)
Adaptation Period for weight updates
📊 Visual Elements:
Blue Line: Adaptive VWAP with predictive elements
Red/Green Bands: Dynamic confidence zones
Colored Candles: Position-based strength visualization
Signal Arrows: Volume-confirmed entry points
Info Table: Real-time performance metrics and weight distribution
🎯 Best Use Cases:
Intraday Trading: Enhanced execution timing with volume prediction
Institutional-Style Execution: Improved VWAP-based order placement
Trend Following: Adaptive trend identification with confidence zones
Support/Resistance Trading: Dynamic levels that adjust to market conditions
Abusuhil Bullish Candles (Label + Table)Abusuhil Bullish Candles is a pattern recognition indicator designed to identify key bullish reversal candlestick formations including Hammer, Bullish Engulfing, Morning Star, Piercing Line, Three White Soldiers, and Three Inside Up.
The script includes optional filters such as Stochastic and Volume Confirmation, providing more precise signal detection.
Each pattern and filter is fully customizable via settings. Alerts are also included to support active trading workflows.
This script was written originally and does not copy open-source indicators. It's ideal for traders seeking visual clarity on bullish opportunities with professional-grade logic.
مؤشر الشموع الصعودية هو مؤشر احترافي يكتشف أبرز نماذج الانعكاس الصعودي في الشموع اليابانية مثل: Hammer، Bullish Engulfing، Morning Star، Piercing Line، Three White Soldiers، و Three Inside Up.
يوفر المؤشر فلاتر إضافية مثل فلتر Stochastic وفلتر الفوليوم لتعزيز دقة الإشارات. جميع الإعدادات قابلة للتعديل بما يتناسب مع احتياج كل متداول.
يحتوي المؤشر أيضًا على تنبيهات تلقائية لدعم استراتيجيات التداول اللحظي. تمت برمجة المؤشر من الصفر ويعتمد على منطق خاص غير منسوخ من سكربتات مفتوحة المصدر.
--------------------------------------------------------------------------------------------------------------------
🇸🇦 التحديثات – النسخة الجديدة (Abusuhil Bullish Candles)
✅ تم تغيير الملصقات بشكل أوضح: باستخدام دوائر ملونة أسفل الشموع بدلًا من المربعات لتفادي التراكب.
🟦 إضافة جدول تفاعلي على الشارت يعرض أسماء النماذج وألوانها المخصصة.
🎨 إمكانية تغيير ألوان كل نموذج من الإعدادات حسب رغبة المستخدم.
🧩 تفعيل/تعطيل كل نموذج على حدة من خلال إعدادات منفصلة.
🔔 إضافة تنبيه احترافي واحد يتم تفعيله عند تحقق أي نموذج نشط من النماذج المحددة.
📋 توافق كامل مع سياسة TradingView:
لا يحتوي على أكواد منسوخة أو مبنية على مؤشرات داخلية.
لا تكرار للوظائف أو العناوين.
وصف واضح مع تحكم كامل للمستخدم.
🇬🇧 Updates – Latest Version (Abusuhil Bullish Candles)
✅ Clearer Signal Labels: Now uses colored circles under candles instead of labels to avoid overlapping.
🟦 Interactive Table showing pattern names and user-defined colors.
🎨 Customizable colors for each candlestick pattern from the settings menu.
🧩 Toggle each pattern independently using dedicated checkboxes.
🔔 Single professional alert condition that triggers only when any enabled pattern is detected.
📋 Fully compliant with TradingView's publishing policy:
No reused or built-in indicator code.
No duplicated logic or misleading titles.
Clean and modular design with full user customization.
Candle/Keltner Channels BUY SELLWhy Use Candlesticks?
They help traders visualize price action
Used in technical analysis and price pattern recognition (e.g., Doji, Engulfing, Hammer)
Assist in determining entry and exit points
Why Traders Use Keltner Channels?
Keltner Channels are widely used by traders for identifying trends, detecting volatility, and spotting trade opportunities.
1. Trend Identification
The middle line (EMA) shows the general trend.
If price consistently stays above the middle line, it indicates a strong uptrend.
If price stays below, it signals a downtrend.
Use: Traders follow the trend direction to enter trades in line with momentum.
2. Volatility Measurement
The width of the channel expands and contracts based on Average True Range (ATR).
Wider channels = high volatility, tighter channels = low volatility.
Use: Helps traders decide when to expect breakouts or calm periods.
3. Breakout Signals
A break above the upper band can signal a bullish breakout.
A break below the lower band can signal a bearish breakout.
Use: Traders use this for momentum trading and breakout entries.
4. Overbought/Oversold Conditions
Price touching or crossing the upper band may suggest it's overbought.
Price touching or crossing the lower band may suggest it's oversold.
Use: Traders combine this with RSI or MACD to confirm reversal setups.
5. Trade Entry and Exit
When price pulls back to the middle EMA during a trend, it may present a buy/sell opportunity.
Exits can also be planned if price returns inside the bands after a breakout.
Use: Helps with precise entry and exit timing.
6. Combines Well With Other Indicators
Commonly used with:
RSI (for confirmation)
MACD (for momentum)
Candlestick patterns (for price action signals)
Combining Candlestick Patterns with Keltner Channels gives traders a powerful method to confirm entries, spot reversals, and improve accuracy. Here’s why this combination works so well:
1. Context for Candlestick Signals
Candlestick patterns (like doji, engulfing, or pin bars) show potential price reversals, but they need context to be reliable. Keltner Channels provide that context:
A bullish candlestick near the lower band suggests a stronger buy signal.
A bearish candlestick near the upper band strengthens a sell signal.
2. Filtering False Signals
Candlestick patterns occur frequently, and not all are meaningful.
The location within the Keltner Channel helps filter out weak or false patterns.
Example: A bullish engulfing candle outside the lower band = high-probability reversal.
3. Improved Entry Timing
Traders wait for a candlestick pattern confirmation when price touches or crosses a Keltner band.
This avoids premature entries and allows tighter stop-losses.
4. Better Risk-Reward Setup
Candlestick entry near channel extremes (upper/lower band) lets traders place stop-losses just beyond recent highs/lows.
The target can be the opposite side of the channel or the middle EMA.
5. Visual Simplicity
Keltner Channels + Candles are visually intuitive.
Even beginner traders can easily recognize:
Overextended candles near channel edges.
Confirmed breakouts or reversals.
This Timeframe 5 min : XAUUSD
Dkoderweb repainting issue fix indicator# Harmonic Pattern Trading Indicator for TradingView
This indicator, called "Dkoderweb repainting issue fix indicator," is designed to identify and trade harmonic chart patterns in financial markets. It uses Fibonacci relationships between price points to detect various patterns like Bat, Butterfly, Gartley, Crab, Shark, and others.
## Key Features:
- **Pattern Recognition**: Automatically identifies over a dozen harmonic patterns including standard and anti-patterns
- **Customizable Settings**: Options to use Heikin Ashi candles and alternate timeframes
- **Fibonacci Levels**: Configurable display of key Fibonacci retracement levels
- **Entry and Exit Signals**: Clear buy/sell signals with visual triangles above/below bars
- **Trade Management**: Automatic take-profit and stop-loss levels based on Fibonacci relationships
- **Visual Aids**: Color-coded backgrounds to highlight active trade zones
- **Alert System**: Customizable alert messages for trade entries and exits
## How It Works:
The indicator uses a zigzag function to identify significant price pivots, then analyzes the relationships between these pivots to detect specific harmonic patterns. When a valid pattern forms and price reaches the entry zone (defined by a Fibonacci level), the indicator generates a trade signal.
Each pattern has specific Fibonacci ratio requirements between its points, and the indicator continuously scans for these relationships. Trade management is handled automatically with predefined take-profit and stop-loss levels.
This version specifically addresses repainting issues that are common in pattern-detection indicators, making it more reliable for both backtesting and live trading.
Dskyz Adaptive Futures Elite (DAFE)Dskyz Adaptive Futures Edge (DAFE)
imgur.com
A Dynamic Futures Trading Strategy
DAFE adapts to market volatility and price action using technical indicators and advanced risk management. It’s built for high-stakes futures trading (e.g., MNQ, BTCUSDT.P), offering modular logic for scalpers and swing traders alike.
Key Features
Adaptive Moving Averages
Dynamic Logic: Fast and slow SMAs adjust lengths via ATR, reacting to momentum shifts and smoothing in calm markets.
Signals: Long entry on fast SMA crossing above slow SMA with price confirmation; short on cross below.
RSI Filtering (Optional)
Momentum Check: Confirms entries with RSI crossovers (e.g., above oversold for longs). Toggle on/off with custom levels.
Fine-Tuning: Adjustable lookback and thresholds (e.g., 60/40) for precision.
Candlestick Pattern Recognition
Eng|Enhanced Detection: Identifies strong bullish/bearish engulfing patterns, validated by volume and range strength (vs. 10-period SMA).
Conflict Avoidance: Skips trades if both patterns appear in the lookback window, reducing whipsaws.
Multi-Timeframe Trend Filter
15-Minute Alignment: Syncs intrabar trades with 15-minute SMA trends; optional for flexibility.
Dollar-Cost Averaging (DCA) New!
Scaling: Adds up to a set number of entries (e.g., 4) on pullbacks/rallies, spaced by ATR multiples.
Control: Caps exposure and resets on exit, enhancing trend-following potential.
Trade Execution & Risk Management
Entry Rules: Prioritizes moving averages or patterns (user choice), with volume, volatility, and time filters.
Stops & Trails:
Initial Stop: ATR-based (2–3.5x, volatility-adjusted).
Trailing Stop: Locks profits with configurable ATR offset and multiplier.
Discipline
Cooldown: Pauses post-exit (e.g., 0–5 minutes).
Min Hold: Ensures trades last a set number of bars (e.g., 2–10).
Visualization & Tools
Charts: Overlays MAs, stops, and signals; trend shaded in background.
Dashboard: Shows position, P&L, win rate, and more in real-time.
Debugging: Logs signal details for optimization.
Input Parameters
Parameter Purpose Suggested Use
Use RSI Filter - Toggle RSI confirmation *Disable 4 price-only
trading
RSI Length - RSI period (e.g., 14) *7–14 for sensitivity
RSI Overbought/Oversold - Adjust for market type *Set levels (e.g., 60/40)
Use Candlestick Patterns - Enables engulfing signals *Disable for MA focus
Pattern Lookback - Pattern window (e.g., 19) *10–20 bars for balance
Use 15m Trend Filter - Align with 15-min trend *Enable for trend trades
Fast/Slow MA Length - Base MA lengths (e.g., 9/19) *10–25 / 30–60 per
timeframe
Volatility Threshold - Filters volatile spikes *Max ATR/close (e.g., 1%)
Min Volume - Entry volume threshold *Avoid illiquid periods
(e.g., 10)
ATR Length - ATR period (e.g., 14) *Standard volatility
measure
Trailing Stop ATR Offset - Trail distance (e.g., 0.5) *0.5–1.5 for tightness
Trailing Stop ATR Multi - Trail multiplier (e.g., 1.0) *1–3 for trend room
Cooldown Minutes - Post-exit pause (e.g., 0–5) *Prevents overtrading
Min Bars to Hold - Min trade duration (e.g., 2) *5–10 for intraday
Trading Hours - Active window (e.g., 9–16) *Focus on key sessions
Use DCA - Toggle DCA *Enable for scaling
Max DCA Entries - Cap entries (e.g., 4) *Limit risk exposure
DCA ATR Multiplier Entry spacing (e.g., 1.0) *1–2 for wider gaps
Compliance
Realistic Testing: Fixed quantities, capital, and slippage for accurate backtests.
Transparency: All logic is user-visible and adjustable.
Risk Controls: Cooldowns, stops, and hold periods ensure stability.
Flexibility: Adapts to various futures and timeframes.
Summary
DAFE excels in volatile futures markets with adaptive logic, DCA scaling, and robust risk tools. Currently in prop account testing, it’s a powerful framework for precision trading.
Caution
DAFE is experimental, not a profit guarantee. Futures trading risks significant losses due to leverage. Backtest, simulate, and monitor actively before live use. All trading decisions are your responsibility.
Three Bar Reversal Pattern [ActiveQuants]This indicator identifies bullish and bearish three-bar reversal patterns , offering traders a visual tool to spot potential trend reversals. By analyzing consecutive candlesticks, volume trends, and candlestick morphology, it highlights signals while filtering out false patterns. Ideal for traders using price action strategies, it simplifies pattern recognition and enhances decision-making with customizable parameters.
█ KEY FEATURES
Pattern Detection Logic :
Bullish Reversals : Detects two consecutive bearish candles followed by a bullish candle that closes above the open of the first bearish candle .
Bearish Reversals : Identifies two consecutive bullish candles followed by a bearish candle that closes below the open of the first bullish candle .
Volume Confirmation :
Filters signals using a Volume SMA (user-defined length) to ensure reversals occur with above-average volume, adding validity to the pattern.
Candlestick Filtering :
Shooting Star Filter : Discards bullish patterns if the third candle is a Shooting Star (body confined to the lower portion of the candle’s range, adjustable via Shooting Star Body Limit ).
Hammer Filter : Discards bearish patterns if the third candle is a Hammer (body confined to the upper portion of the candle’s range, adjustable via Hammer Body Limit ).
Customizable Display :
Toggle visibility of bullish/bearish patterns and customize their colors.
Adjust the Show Last parameter to limit plotted labels to recent bars.
Alerts Integration :
Separate Bullish/Bearish Alerts : Generate independent alerts for bullish and bearish patterns. Traders can selectively enable one or both alerts via TradingView’s alert system.
Real-time notifications ensure you never miss a potential reversal signal.
█ CONCLUSION
The Three Bar Reversal Pattern Indicator streamlines the identification of reversal setups by combining candlestick patterns, volume analysis, and customizable filters. Its focus on price action dynamics makes it invaluable for traders seeking to capitalize on trend exhaustion or market sentiment shifts.
█ IMPORTANT NOTES
⚠ Use with Confluence : Reversal signals should be validated with additional tools like support/resistance levels, trendlines, or momentum oscillators.
⚠ Adapt Parameters : Adjust Volume SMA Length , Show Last , and body limits ( Shooting Star Body Limit and Hammer Body Limit ) to suit your timeframe and asset volatility.
█ RISK DISCLAIMER
Trading involves significant risk, and you may lose capital. Past performance is not indicative of future results. This tool provides informational signals only and does not constitute financial advice. Use it at your own risk and consult a qualified financial professional before making trading decisions.
Incorporate this indicator into your strategy to refine reversal entries, manage risk, and align with market momentum.
📈 Happy trading! 🚀
Hammer Detector### Hammer Pattern Detector
The Hammer Pattern Detector is a specialized technical analysis tool designed to identify high-probability hammer candlestick patterns. This indicator uses precise mathematical calculations to detect hammer patterns that meet specific criteria, helping traders identify potential market reversals.
#### Key Features
- Precise detection of hammer patterns based on shadow-to-body ratios
- Customizable parameters for fine-tuning pattern recognition
- Visual alerts with markers above qualifying candles
- Built-in alert functionality for real-time notifications
#### Parameters
1. **Shadow Length Multiplier (min)**: Controls how many times longer the lower shadow must be compared to the candle body (default: 2.0)
2. **Maximum Upper Shadow (%)**: Sets the maximum allowed length for the upper shadow as a percentage of total candle length (default: 10%)
3. **Minimum Body to High Distance (%)**: Defines how close the body must be to the high of the candle (default: 90%)
#### Detection Criteria
The indicator identifies hammer patterns based on three main conditions:
- Lower shadow must be at least twice the length of the body (adjustable)
- Upper shadow must be minimal (max 10% of total candle length by default)
- Candle body must be positioned near the high of the candle
#### Use Cases
- Identifying potential trend reversals
- Finding entry points in oversold conditions
- Confirming support levels
- Part of a broader reversal strategy
#### Tips for Best Results
- Use in conjunction with support/resistance levels
- Combine with volume analysis for confirmation
- Consider overall market context and trend
- Adjust parameters based on your trading timeframe
#### Installation
1. Add the indicator to your chart
2. Adjust the parameters according to your trading style
3. Optional: Set up alerts for real-time notifications
#### About
Created by WK
Version: 1.0
All rights reserved ©WK
For questions or suggestions, please reach out through TradingView.
Artaking 2Components of the Indicator:
Moving Averages:
Short-Term Moving Average (MA): This is a 50-period Simple Moving Average (SMA) applied to the closing price. It is used to track the short-term trend of the market.
Long-Term Moving Average (MA): This is a 200-period SMA used to track the long-term trend.
Day Trading Moving Average: A 20-period SMA is used specifically for day trading signals, focusing on shorter-term price movements.
Purpose:
The crossing of these moving averages (short-term crossing above or below long-term) provides basic buy and sell signals, indicative of potential trend reversals or continuations.
ADX (Average Directional Index) for Trend Strength:
ADX Calculation: The ADX is calculated using a 14-period length with 14-period smoothing. The ADX value indicates the strength of a trend, regardless of direction.
Strong Trend Condition: The indicator considers a trend to be strong if the ADX value is above 25. This threshold helps filter out trades during weak or sideways markets.
Purpose:
To ensure that the strategy only generates signals when there is a strong trend, thus avoiding whipsaws in low volatility or range-bound conditions.
Support Levels:
Support Level Calculation: The indicator calculates the lowest close over the last 100 periods. This level is used to identify significant support zones where the price might find a floor.
Purpose:
Support levels are critical in identifying potential areas where the price might bounce, making them ideal for setting stop losses or identifying buy opportunities.
Volatility Spike (Proxy for News Trading):
ATR (Average True Range) Calculation: The indicator uses a 14-period ATR to measure market volatility. A volatility spike is identified when the ATR is greater than 1.5 times the 14-period SMA of the ATR.
Purpose:
This serves as a proxy for news events or other sudden market movements that could make the market unpredictable. The indicator avoids generating signals during these periods to reduce the risk of being caught in a volatile, potentially news-driven move.
Fibonacci Retracement Levels:
61.8% Fibonacci Level: Calculated from the highest high and lowest low over the long MA period, this retracement level is widely regarded as a significant support or resistance level.
Purpose:
Position traders often use Fibonacci levels to identify potential reversal points. The indicator incorporates the 61.8% level to fine-tune entries and exits.
Candlestick Patterns for Price Action Trading:
Bullish Engulfing Pattern: A bullish reversal pattern where a green candle fully engulfs the previous red candle.
Bearish Engulfing Pattern: A bearish reversal pattern where a red candle fully engulfs the previous green candle.
Purpose:
These patterns are classic signals used in price action trading to identify potential reversals at key levels, especially when they align with other conditions like support/resistance or Fibonacci levels.
Signal Generation:
The indicator generates buy and sell signals by combining the above elements:
Buy Signal:
A buy signal is triggered when:
The short-term MA crosses above the long-term MA (indicating a potential uptrend).
The trend is strong (ADX > 25).
The current price is near or below the 61.8% Fibonacci retracement level, suggesting a potential reversal.
No significant volatility spike is detected, ensuring the market isn’t reacting unpredictably to news.
Sell Signal:
A sell signal is triggered when:
The short-term MA crosses below the long-term MA (indicating a potential downtrend).
The trend is strong (ADX > 25).
The current price is near or above the 61.8% Fibonacci retracement level, suggesting potential resistance.
No significant volatility spike is detected.
Day Trading Signals:
Independent of the main trend signals, the indicator also generates intraday buy and sell signals when the price crosses above or below the 20-period day trading MA.
Price Action Signals:
The indicator can trigger buy or sell signals based purely on price action, such as the occurrence of bullish or bearish engulfing patterns. This is optional and can be enabled or disabled.
Alerts:
The indicator includes built-in alert conditions that notify the trader when a buy or sell signal is generated. This allows traders to act immediately without having to constantly monitor the charts.
Practical Application:
This indicator is versatile and can be used across various trading styles:
Position Trading: The long-term MA, Fibonacci retracement, and ADX provide a solid foundation for identifying long-term trends and potential entry/exit points.
Day Trading: The short-term MA and day trading MA offer quick signals for intraday trading.
Price Action: Candlestick pattern recognition allows for precise entry points based on market sentiment and behavior.
News Trading: The volatility spike filter helps avoid trading during periods of market instability, often driven by news events.
Conclusion:
The Comprehensive Trading Strategy Indicator is a robust tool designed to help traders navigate various market conditions by integrating multiple strategies into a single, coherent framework. It provides clear, actionable signals while filtering out potentially dangerous trades during volatile or weak market conditions. Whether you're a long-term trader, a day trader, or someone who relies on price action, this indicator can be a valuable addition to your trading toolkit.
Enhanced Forex IndicatorDescription of the "Enhanced Forex Indicator"
The "Enhanced Forex Indicator" is designed for traders who want a comprehensive technical analysis tool on the TradingView platform. This script integrates Exponential Moving Averages (EMAs), support and resistance zones, and candlestick pattern recognition to provide actionable trading signals, particularly useful for Forex and other financial markets. The script is suitable for intraday trading and swing trading.
Components of the Indicator
Exponential Moving Averages (EMAs):
Short EMA (Blue Line): Faster responding average, good for identifying recent trend changes.
Long EMA (Red Line): Slower moving average, helps in confirming longer-term trends.
Support and Resistance Zones:
Resistance Zone (Red): Area where potential selling pressure could overcome buying pressure, halting price increases temporarily or reversing them.
Support Zone (Green): Area where potential buying pressure could overcome selling pressure, supporting prices and preventing them from falling further.
Candlestick Patterns:
Bullish Engulfing Pattern (Green Triangle Up 'BE'): Suggests a potential upward reversal or start of a bullish trend.
Bearish Engulfing Pattern (Red Triangle Down 'BE'): Indicates a potential downward reversal or start of a bearish trend.
Buy/Sell Signals:
Buy Signal (Green Label 'BUY'): Triggered when the price is above both EMAs and a bullish engulfing pattern is detected.
Sell Signal (Red Label 'SELL'): Triggered when the price is below both EMAs and a bearish engulfing pattern is detected.
Trading Setup:
Entry: Consider entering a buy position when the 'BUY' signal appears, indicating bullish conditions. Enter a sell position when the 'SELL' signal appears, indicating bearish conditions.
Exit: Look for closing signals opposite your entry or use predefined take profit and stop loss levels. For instance, exit a buy position on a 'SELL' signal or when the price drops below the support zone.
Risk Management:
Set stop losses just below the support zone for buy orders and above the resistance zone for sell orders to protect against significant losses.
Adjust position sizes according to your risk tolerance and account balance.
Considerations:
Use this indicator in conjunction with other analysis tools and fundamental data to confirm signals and strengthen your trading strategy.
Periodically backtest the strategy based on this indicator to ensure its effectiveness in current market conditions.
Optimization:
Adjust the lengths of the EMAs and the buffer size of the support and resistance zones to better fit the asset's volatility and your trading timeframe.
