---
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