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| title: Premium Trading Dashboard | |
| emoji: 📈 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: gradio | |
| sdk_version: 4.44.0 | |
| app_file: app.py | |
| pinned: false | |
| license: apache-2.0 | |
| short_description: IPO Trading Dashboard with Sentiment Analysis | |
| # 🚀 Premium Trading Dashboard | |
| A comprehensive real-time trading dashboard with automated IPO discovery, sentiment analysis, and backtesting capabilities. | |
| ## ✨ Features | |
| ### 📊 Portfolio Overview | |
| - Real-time account monitoring (portfolio value, buying power, cash) | |
| - Interactive portfolio performance charts | |
| - Day change tracking with visual indicators | |
| ### 🔍 IPO Discoveries | |
| - Automated IPO detection and classification | |
| - Investment decision analytics | |
| - Recent discoveries with detailed breakdowns | |
| ### 💰 Investment Performance | |
| - Complete P&L analysis for all IPO investments | |
| - **NEW: Integrated sentiment analysis backtesting** | |
| - Advanced trading statistics and metrics | |
| - Risk analysis and performance breakdowns | |
| ### 🧠 Sentiment Analysis Engine | |
| The dashboard implements a sophisticated sentiment analysis system: | |
| - **Data Sources**: Reddit (including WallStreetBets), Google News | |
| - **Analysis Window**: 12 hours before each actual investment | |
| - **Sentiment Engines**: VADER + TextBlob with engagement weighting | |
| - **Target**: First-hour stock performance prediction | |
| - **Validation**: Compares predictions vs actual market performance | |
| ### 💻 VM Terminal | |
| - Remote command execution on trading VM | |
| - Real-time log monitoring | |
| - File system navigation and analysis | |
| ### 📋 System Logs | |
| - Parsed trading bot activity logs | |
| - Raw cron job outputs | |
| - Color-coded error tracking | |
| ## 🔧 Technical Stack | |
| - **Frontend**: Gradio with custom CSS styling | |
| - **Backend**: Flask API integration with VM | |
| - **Trading API**: Alpaca Markets (Paper Trading) | |
| - **Data Sources**: Reddit API, Google News RSS, Yahoo Finance | |
| - **Sentiment Analysis**: VADER, TextBlob | |
| - **Charts**: Plotly for interactive visualizations | |
| ## 🚀 Recent Updates | |
| - ✅ Added IPO Sentiment Analysis Backtesting | |
| - ✅ WallStreetBets integration for Reddit sentiment | |
| - ✅ Historical performance validation | |
| - ✅ Multi-source sentiment aggregation | |
| - ✅ Enhanced logging and error handling | |
| **Built with ❤️ for automated IPO trading and sentiment analysis** | |
| *Fresh deployment with enhanced Reddit search, comprehensive logging, and 1-hour P&L analysis*# Fresh build trigger | |