{"repo":"NadirAliOfficial/stock-trend-analysis-bot","free":true,"listed":false,"github":"https://github.com/NadirAliOfficial/stock-trend-analysis-bot","clone":"git clone https://github.com/NadirAliOfficial/stock-trend-analysis-bot.git","description":"✅ Features Included: 📈 Trend Filtering (EMA & RSI) 🔮 Prophet-based ML Forecasting (5–60 min implied) ⚡️ Real-Time Bracket Order Execution via IBKR 🔄 CSV-based dynamic symbol loading 🚀 Ready for multiprocessing (can be added if needed)","language":"Python","stars":11,"topics":["forecasting","ibkr","interactive-brokers","machine-learning","prophet","python","stocks","trading-bot"],"license":"MIT","category":"trading","readme_excerpt":"IBKR Stock Trend Analysis Bot An automated stock analysis and trading bot for Interactive Brokers that combines multi-timeframe momentum scoring, EMA/RSI technical analysis, and Facebook Prophet ML forecasting to identify and trade high-probability setups. How It Works 1. Loads stock symbols from listStocksAll SCREENED.csv 2. Fetches historical data across 6 timeframes (5Y, 1Y, 6M, 1M, 1W, 1D) via IBKR API 3. Scores each stock using EMA crossover + RSI trend filter 4. Runs Prophet ML forecast on top candidates 5. Places bracket orders on IBKR for high-score stocks 6. Saves results to ibkr trading results.csv Timeframes Analyzed Duration Bar Size ---------- ---------- 5 Years 1 day 1 Year 1 day 6 Months 1 day 1 Month 1 hour 1 Week 5 mins 1 Day 5 mins Requirements - IBKR TWS or IB Gateway running on port 7497 - listStocksAll SCREENED.csv with a Symbol column Usage Results are saved to ibkr trading results.csv . Notes - Uses EMA (12/26) crossover for trend direction - RSI for overbought/oversold filtering - Prophet forecasts next-session price target - Halal-compliant: no futures or options - Real-time bracket orders with stop-loss and take-profit License MIT","default_branch":null,"files":null,"tree":[],"storefront":"/r/NadirAliOfficial","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/NadirAliOfficial/stock-trend-analysis-bot/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}