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Güncellendi hash98trade-AI
1.Hash98Trade-AI is a comprehensive trading indicator that integrates optimized SuperTrend, KNN prediction, volume-price analysis, and classic pattern recognition. It is designed to help traders capture trends, identify key entry and exit points, and assess market manipulation risks. Suitable for stocks, forex, and cryptocurrency markets, it empowers both intraday and swing traders to enhance decision-making accuracy.
3. Core Features
AI-Powered Trend Prediction
Leverages KNN algorithm and K-means clustering to dynamically optimize SuperTrend factors, enabling precise trend direction identification.
Multi-Dimensional Volume-Price Analysis
Combines buying/selling pressure, volume weighting, and ATR-based volatility to deliver high-confidence trading signals.
Classic Pattern Recognition
Detects 14 classic market patterns (e.g., double bottom, head and shoulders, V-shaped reversals), helping reveal potential market manipulation behavior.
Capital Flow Monitoring
Utilizes daily support/resistance zones to detect entry/exit signals from institutional and retail capital.
Initial Surge/Dump Candle Signals
Analyzes price movements to accurately mark the starting points of upward or downward trends.
Visual Dashboard
Displays real-time signal strength, optimal factor settings, KNN predictions, and data status—empowering quick decision-making.
Flexible Parameter Configuration
Supports various moving average types, customizable timeframes, and signal filtering methods to suit different trading styles.
4. Use Cases
Best Use Scenarios
Intraday Trading: Effective on 1-minute to 1-hour charts by combining volume breakouts and surge-start candle signals to capture short-term opportunities.
Swing Trading: Ideal for 4-hour to daily charts, using capital flow and pattern signals for medium- to long-term trend following.
High Volatility Markets: Especially suited for forex and cryptocurrencies; AI predictions and pattern analysis increase signal reliability.
Recommended Markets
Stocks, Futures, Forex, Cryptocurrencies
Tip: In ranging or choppy markets, enable volatility or adaptive signal filtering to reduce false signals.
5. How to Use
Add the Indicator
Search for and apply hash98trade-AI on TradingView.
Adjust Parameters
MA Type: Default is EMA; SMA, WMA, etc., are also available.
ATR Period: Default is 10. Set to 5–7 for short-term trading, or 15–20 for longer-term strategies.
KNN Neighbors: Default is 6; adjust between 5–10 depending on market volatility.
Signal Threshold: Default is 65. Lower to 50 to capture more signals, or raise to 80 for higher signal quality.
Interpret Signals
Trend Line: Orange line represents SuperTrend. Green = Bullish; Red = Bearish.
Buy/Sell Signals:
Green/Cyan/Blue triangles = Buy (Institutional/Regular/Advanced).
Purple/Black inverted triangles = Sell signals.
Pattern Signals: Enable “Show Pattern Signals” to view markers for detected patterns (e.g., double bottom, volume breakout).
Manipulation Score: View risk score in the dashboard (Green = low risk; Red = high risk).
Combine with Other Tools: Use alongside RSI, MACD, or Bollinger Bands for signal confirmation.
Dashboard: Enable “Show Dashboard” to track real-time signal strength, KNN output, and data status.
6. Notes
Data Requirement: KNN-based predictions require at least 150 historical candles for optimal performance; signals may be weak initially.
Risk Management: Indicator signals are for reference only—always use stop-loss and position sizing, especially in low-volume markets.
Market Suitability: In low-volatility or ranging markets, enable volatility or volume filters to minimize misjudgments.
Disclaimer: This indicator does not constitute financial advice. Use it in conjunction with your trading strategy and market analysis.
7. Visualization Examples (Optional)
On your TradingView publication page, consider including the following screenshots:
Main Chart: Showcasing SuperTrend line, buy/sell signals, and surge/dump K markers.
Dashboard: Highlighting signal strength, KNN predictions, and data status.
Pattern Markers: Demonstrating recognition of W-bottom, head and shoulders, etc.
Manipulation Score: Displaying the trend of risk scores over time.
3. Core Features
AI-Powered Trend Prediction
Leverages KNN algorithm and K-means clustering to dynamically optimize SuperTrend factors, enabling precise trend direction identification.
Multi-Dimensional Volume-Price Analysis
Combines buying/selling pressure, volume weighting, and ATR-based volatility to deliver high-confidence trading signals.
Classic Pattern Recognition
Detects 14 classic market patterns (e.g., double bottom, head and shoulders, V-shaped reversals), helping reveal potential market manipulation behavior.
Capital Flow Monitoring
Utilizes daily support/resistance zones to detect entry/exit signals from institutional and retail capital.
Initial Surge/Dump Candle Signals
Analyzes price movements to accurately mark the starting points of upward or downward trends.
Visual Dashboard
Displays real-time signal strength, optimal factor settings, KNN predictions, and data status—empowering quick decision-making.
Flexible Parameter Configuration
Supports various moving average types, customizable timeframes, and signal filtering methods to suit different trading styles.
4. Use Cases
Best Use Scenarios
Intraday Trading: Effective on 1-minute to 1-hour charts by combining volume breakouts and surge-start candle signals to capture short-term opportunities.
Swing Trading: Ideal for 4-hour to daily charts, using capital flow and pattern signals for medium- to long-term trend following.
High Volatility Markets: Especially suited for forex and cryptocurrencies; AI predictions and pattern analysis increase signal reliability.
Recommended Markets
Stocks, Futures, Forex, Cryptocurrencies
Tip: In ranging or choppy markets, enable volatility or adaptive signal filtering to reduce false signals.
5. How to Use
Add the Indicator
Search for and apply hash98trade-AI on TradingView.
Adjust Parameters
MA Type: Default is EMA; SMA, WMA, etc., are also available.
ATR Period: Default is 10. Set to 5–7 for short-term trading, or 15–20 for longer-term strategies.
KNN Neighbors: Default is 6; adjust between 5–10 depending on market volatility.
Signal Threshold: Default is 65. Lower to 50 to capture more signals, or raise to 80 for higher signal quality.
Interpret Signals
Trend Line: Orange line represents SuperTrend. Green = Bullish; Red = Bearish.
Buy/Sell Signals:
Green/Cyan/Blue triangles = Buy (Institutional/Regular/Advanced).
Purple/Black inverted triangles = Sell signals.
Pattern Signals: Enable “Show Pattern Signals” to view markers for detected patterns (e.g., double bottom, volume breakout).
Manipulation Score: View risk score in the dashboard (Green = low risk; Red = high risk).
Combine with Other Tools: Use alongside RSI, MACD, or Bollinger Bands for signal confirmation.
Dashboard: Enable “Show Dashboard” to track real-time signal strength, KNN output, and data status.
6. Notes
Data Requirement: KNN-based predictions require at least 150 historical candles for optimal performance; signals may be weak initially.
Risk Management: Indicator signals are for reference only—always use stop-loss and position sizing, especially in low-volume markets.
Market Suitability: In low-volatility or ranging markets, enable volatility or volume filters to minimize misjudgments.
Disclaimer: This indicator does not constitute financial advice. Use it in conjunction with your trading strategy and market analysis.
7. Visualization Examples (Optional)
On your TradingView publication page, consider including the following screenshots:
Main Chart: Showcasing SuperTrend line, buy/sell signals, and surge/dump K markers.
Dashboard: Highlighting signal strength, KNN predictions, and data status.
Pattern Markers: Demonstrating recognition of W-bottom, head and shoulders, etc.
Manipulation Score: Displaying the trend of risk scores over time.
Sürüm Notları
1.Hash98Trade-AI is a comprehensive trading indicator that integrates optimized SuperTrend, KNN prediction, volume-price analysis, and classic pattern recognition. It is designed to help traders capture trends, identify key entry and exit points, and assess market manipulation risks. Suitable for stocks, forex, and cryptocurrency markets, it empowers both intraday and swing traders to enhance decision-making accuracy.3. Core Features
AI-Powered Trend Prediction
Leverages KNN algorithm and K-means clustering to dynamically optimize SuperTrend factors, enabling precise trend direction identification.
Multi-Dimensional Volume-Price Analysis
Combines buying/selling pressure, volume weighting, and ATR-based volatility to deliver high-confidence trading signals.
Classic Pattern Recognition
Detects 14 classic market patterns (e.g., double bottom, head and shoulders, V-shaped reversals), helping reveal potential market manipulation behavior.
Capital Flow Monitoring
Utilizes daily support/resistance zones to detect entry/exit signals from institutional and retail capital.
Initial Surge/Dump Candle Signals
Analyzes price movements to accurately mark the starting points of upward or downward trends.
Visual Dashboard
Displays real-time signal strength, optimal factor settings, KNN predictions, and data status—empowering quick decision-making.
Flexible Parameter Configuration
Supports various moving average types, customizable timeframes, and signal filtering methods to suit different trading styles.
4. Use Cases
Best Use Scenarios
Intraday Trading: Effective on 1-minute to 1-hour charts by combining volume breakouts and surge-start candle signals to capture short-term opportunities.
Swing Trading: Ideal for 4-hour to daily charts, using capital flow and pattern signals for medium- to long-term trend following.
High Volatility Markets: Especially suited for forex and cryptocurrencies; AI predictions and pattern analysis increase signal reliability.
Recommended Markets
Stocks, Futures, Forex, Cryptocurrencies
Tip: In ranging or choppy markets, enable volatility or adaptive signal filtering to reduce false signals.
5. How to Use
Add the Indicator
Search for and apply hash98trade-AI on TradingView.
Adjust Parameters
MA Type: Default is EMA; SMA, WMA, etc., are also available.
ATR Period: Default is 10. Set to 5–7 for short-term trading, or 15–20 for longer-term strategies.
KNN Neighbors: Default is 6; adjust between 5–10 depending on market volatility.
Signal Threshold: Default is 65. Lower to 50 to capture more signals, or raise to 80 for higher signal quality.
Interpret Signals
Trend Line: Orange line represents SuperTrend. Green = Bullish; Red = Bearish.
Buy/Sell Signals:
Green/Cyan/Blue triangles = Buy (Institutional/Regular/Advanced).
Purple/Black inverted triangles = Sell signals.
Pattern Signals: Enable “Show Pattern Signals” to view markers for detected patterns (e.g., double bottom, volume breakout).
Manipulation Score: View risk score in the dashboard (Green = low risk; Red = high risk).
Combine with Other Tools: Use alongside RSI, MACD, or Bollinger Bands for signal confirmation.
Dashboard: Enable “Show Dashboard” to track real-time signal strength, KNN output, and data status.
6. Notes
Data Requirement: KNN-based predictions require at least 150 historical candles for optimal performance; signals may be weak initially.
Risk Management: Indicator signals are for reference only—always use stop-loss and position sizing, especially in low-volume markets.
Market Suitability: In low-volatility or ranging markets, enable volatility or volume filters to minimize misjudgments.
Disclaimer: This indicator does not constitute financial advice. Use it in conjunction with your trading strategy and market analysis.
Korumalı komut dosyası
Bu komut dosyası kapalı kaynak olarak yayınlanmaktadır. Ancak, özgürce ve herhangi bir sınırlama olmaksızın kullanabilirsiniz – daha fazla bilgi burada.
Feragatname
Bilgiler ve yayınlar, TradingView tarafından sağlanan veya onaylanan finansal, yatırım, işlem veya diğer türden tavsiye veya tavsiyeler anlamına gelmez ve teşkil etmez. Kullanım Şartları'nda daha fazlasını okuyun.
Korumalı komut dosyası
Bu komut dosyası kapalı kaynak olarak yayınlanmaktadır. Ancak, özgürce ve herhangi bir sınırlama olmaksızın kullanabilirsiniz – daha fazla bilgi burada.
Feragatname
Bilgiler ve yayınlar, TradingView tarafından sağlanan veya onaylanan finansal, yatırım, işlem veya diğer türden tavsiye veya tavsiyeler anlamına gelmez ve teşkil etmez. Kullanım Şartları'nda daha fazlasını okuyun.