README.md

metadata

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