stock-trend-analysis-bot
Unverified ML strategy on Indices by NadirAliOfficial. BotFinder score 18 out of 100.
✅ 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 loa
Source: github
BotFinder analysis pending.
stock-trend-analysis-bot
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 listStocksAllSCREENED.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 ibkrtradingresults.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 - listStocksAllSCREENED.csv with a Symbol column Usage Results are saved to ibkrtradingresults.csv. Notes - Uses EMA (12/26) crossover for trend direction - RSI for overbought/oversold filtering - Prophet forecasts next-session price target
⚠ No verified equity curve — no track-record source connected.
Drawdown profile
Data unavailable — contact the owner.
Verification ledger
How the score has moved
Recalculated at each data collection. Transparency means showing the bad weeks too.
No score history is stored yet — only the current score is shown.
Reviews & comments
No reviews collected from the source yet.
⚠ No live verification account connected — ask for proof before buying.
Alerts on changes: coming soon
Prop-firm compatibility not provided.
Open-source maintainer on GitHub.
Data-completeness & trust index (not a profitability rating)