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hash98trade-AI1.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.
Indicador Pine Script®
por hashtrade2024
1
ema/dema_cum_stdThis indicator measures distance between moving averages by first calculating the variance of a group of moving averages the converting to standard deviation by taking the square root of the variance and then normalized by dividing by price (close) and multiplying by 100 ( percent). Here are the groups Group 1 :11,13, 18, 21 Group 2: 11, 13, 18, 21, 29, 34 Group 3: 11, 13, 18, 21, 29, 34, 47, 55 Group 4: 11, 13, 18, 21, 29, 34, 47, 55, 76, 89 Group 5: 11, 13, 18, 21, 29, 34, 47, 55, 76, 89, 123, 144 Group 6: 11, 13, 18, 21, 29, 34, 47, 55, 76, 89, 123, 144, 199, 233 Group 7: 11, 13, 18, 21, 29, 34, 47, 55, 76, 89, 123, 144, 199, 233, 322, 377 Group 8: 11, 13, 18, 21, 29, 34, 47, 55, 76, 89, 123, 144, 199, 233, 322, 377, 521, 610 Great for showing compression and expansion levels and showing divergences. I try to only use Groups 1-4 or Groups 1-5 Shows when moving average groups squeeze below the set level you set using plot shape function. Shape colors are color coordinated to match moving average dispersion plots Uses DEMA and EMA
Indicador Pine Script®
por shawn4812
TheDu Engulfing + vol20 // Volume filter settings volumeLength = input.int(20, title="Volume MA Length", minval=1) volumeThreshold = input.float(1.2, title="Volume Threshold (1.2 = 120%)", minval=1.0, step=0.1) // Calculate volume moving average volumeMA = ta.sma(volume, volumeLength) // Volume condition: current volume > volume MA * threshold volumeCondition = volume > volumeMA * volumeThreshold // bullish engulfing with volume filter bullishEngulfing = open > close ? close > open ? close >= open ? close >= open ? close - open > open - close ? volumeCondition ? color.blue : na : na : na : na : na : na barcolor(bullishEngulfing) // bearish engulfing with volume filter bearishEngulfing = close > open ? open > close ? open >= close ? open >= close ? open - close > close - open ? volumeCondition ? color.purple : na : na : na : na : na : na barcolor(bearishEngulfing) alertcondition(bullishEngulfing != na, title='Bullish Engulfing', message=' , Bullish candle engulfing previous candle with high volume') alertcondition(bearishEngulfing != na, title='Bearish Engulfing', message=' , Bearish candle engulfing previous candle with high volume') // Optional: Plot volume MA for reference plot(volumeMA, title="Volume MA", color=color.gray, display=display.none)
Indicador Pine Script®
por thedu2706
MES Alerts: EMA9/21 + VWAP + Visual TradesTitle: 📈 MES Scalping Indicator – EMA9/21 + VWAP + Entry/TP/SL Visualization Description: This indicator combines a simple yet effective scalping setup tailored for the MES (Micro E-mini S&P 500) futures market. 🔧 Features: EMA 9 & EMA 21 crossover logic VWAP filter to confirm trend direction Signal generation on pullbacks in trend direction Visual trade levels: Dashed lines for entry, take-profit, and stop-loss Webhook-ready alerts for automated trading integrations (e.g., via Python, Tradovate API, etc.) 💬 Community Feedback Welcome: This is an early version. I'm actively seeking input from traders and developers alike — especially around signal refinement, visualization, and automation compatibility. Feel free to comment or fork. Happy trading! 🚀
Indicador Pine Script®
por AlexJC00
📊 Stock Info + Support/Resistance ### 📊 What the Indicator Displays – Without Diving Into the Code: The indicator provides a general overview of a security – whether it's a stock, ETF, or index – clearly centralizing the most important data, including: * **Current Date and Security Name** * **Security Type** (Stock, ETF, etc.) * **YTD Performance** – Year-to-Date return * **Trading Volume** * **RSI Indicator** with color coding for Buy/Sell status * **Overall Score** composed of 5 key parameters * **Automatic Recommendation:** BUY, SELL, or NEUTRAL --- ### 🧠 What Makes This Indicator Special: * It doesn't try to predict the market – but to clarify it. * Presents all important information at a quick glance, without the user needing to interpret complex graphs, indicators, or understand formulas. * Especially suitable for those without deep technical trading knowledge – who want to get a quick and effective snapshot. --- ### 🔍 Key Advantages: | Advantage | Explanation | | :---------------- | :---------------------------------------------------------------- | | ✨ **Simplicity** | Displays only what's necessary – no clutter, no confusion | | ⏱ **Time Saving** | Insights in a second – instead of lengthy analyses | | 📦 **All in One Place** | No need to open RSI, Moving Averages, OBV, etc. separately | | 📈 **Decision Support** | Overall score + clear action recommendation | --- ### 🎯 Who Is This For? * Individual investors who don't want to get tangled up with technical analysis. * Traders looking for a filtering tool to aid decisions. * Portfolio managers or groups who want to present information to clients in a clean and clear manner. --- ### 🧩 Summary: This indicator was born out of a real need – to provide a simple, smart, and clean solution for anyone who wants to understand a security's status without relying on analysts or advanced indicators. It can serve as a daily tool for tracking stocks and ETFs, at any knowledge level. --- ### 🔦 Spotlight Signal – Get a Sharp Snapshot in a Second The smart indicator by "The Financial Spotlight" performs an in-depth analysis of a stock for you in real-time, based on 5 critical parameters: * 📊 **YTD Return** * 🔎 **RSI Ratio** * 📈 **Moving Averages Trend** * 📉 **Volatility** * 🧭 **OBV** ✔️ **Overall Score out of 100** ✔️ **Objective Buy / Sell Recommendation** ✔️ **Special Alert in Extreme Conditions** ("Oversold + YTD Negative") ✔️ **Suitable for Day Trading or Long-Term Investments** 💡 **An ideal tool for investors who aren't satisfied with gut feelings** Check it historically – you'll see it works.
Indicador Pine Script®
por rvilner770
Gabriel's Andean Oscillator📈 Gabriel's Andean Oscillator — Enhanced Trend-Momentum Hybrid Gabriel's Andean Oscillator is a sophisticated trend-momentum indicator inspired by Alex Grover’s original Andean Oscillator concept. This enhanced version integrates multiple envelope types, smoothing options, and the ability to track volatility from both open/close and high/low dynamics—making it more responsive, adaptable, and visually intuitive. 🔍 What It Does This oscillator measures bullish and bearish "energy" by calculating variance envelopes around price. Instead of traditional momentum formulas, it builds two exponential variance envelopes—one capturing the downside (bullish potential) and the other capturing the upside (bearish pressure). The result is a smoothed oscillator that reflects internal market tension and potential breakouts. ⚙️ Key Features 📐 Envelope Types: Choose between: "Regular" – Uses single EMA-based smoothing on open/close variance. Ideal for shorter timeframes. "Double Smoothed" – Adds an extra layer of smoothing for noise reduction. Ideal for longer timeframes. 📊 Bullish & Bearish Components: Bull = Measures potential upside using price lows (or open/close). Bear = Measures downside pressure using highs (or open/close). These can optionally be derived from high/low or open/close for flexible interpretation. 📏 Signal Line: A customizable EMA of the dominant component to confirm momentum direction. 📉 Break Zone Area Plot: An optional filled area showing when bull > bear or vice versa, useful for detecting expansion/contraction phases. 🟢 High/Low Overlay Option (Use Highs and Lows?): Visualize secondary components derived from high/low prices to compare against the open/close dynamics and highlight volatility asymmetry. 🧠 How to Use It Trend Confirmation: When bull > bear and rising above signal → bullish bias. When bear > bull and rising above signal → bearish bias. Breakout Potential: Watch the Break area plot (√(bull - bear)) for rapid expansion, signaling volatility bursts or directional moves. High/Low Envelope Divergence: Enabling the high/low comparison reveals hidden strength or weakness not visible in open/close alone. 🛠 Customizable Inputs Envelope Type: Regular vs. Double Smoothed EMA Envelope Lengths: For both regular and smoothed logic Signal Length: Controls EMA smoothing for the signal Use Highs and Lows?: Toggles second set of envelopes; the original doesn't include highs and lows. Plot Breaks: Enables the filled “break” zone area, the squared difference between Open and Close. 🧪 Based On: Andean Oscillator - Alpaca Markets Licensed under CC BY-NC-SA 4.0 Developed by Gabriel, based on the work of Alex Grover
Indicador Pine Script®
por GabrielAmadeusLau