Trading Dashboard

Comprehensive sentiment analysis and trading recommendations for both stocks and options

Analysis Options

Standard: Quick sentiment analysis • Enhanced: Multiple strategies with historical backtesting

Real-Time Analysis

Get instant sentiment analysis and trading recommendations for any stock symbol.

Status: Active
Enhanced Strategies

Advanced backtesting with historical data to validate trading strategies.

Status: Active
AI-Powered

Uses multiple AI models for comprehensive sentiment analysis and signal generation.

Status: Active
How It Works
Standard Analysis Process
  1. News Collection: Fetch latest financial news from multiple sources (Finnhub, Reddit, Yahoo Finance)
  2. AI Sentiment Analysis: Use advanced AI models (Ollama, DeepSeek, or OpenAI) for sentiment analysis
  3. Sentiment Scoring: Convert news sentiment into quantitative scores (-1 to +1)
  4. Signal Generation: Transform sentiment into actionable trading signals
  5. Trading Recommendations: Generate optimized options strategies with strike prices and expiry dates
Enhanced Analysis Process
  1. Multi-Strategy Generation: Create distinct trading strategies (Conservative, Moderate, Income-Focused)
  2. Historical Backtesting: Test each strategy against days (2 years) of real market data from Alpha Vantage
  3. Performance Validation: Calculate win rates, average returns, and consistency scores for each strategy
  4. Advanced Confidence Scoring: Combine sentiment analysis (30%) with historical performance (70%)
  5. Strategy Ranking: Rank all strategies by confidence and select the highest-performing approach
Free AI: Ollama (local) and DeepSeek are completely FREE!
Enhanced Analysis: Uses sophisticated backtesting with days (2 years) of historical data to validate strategies before recommendations. This provides much higher confidence in trade outcomes!
Debug Panel - Request/Response Monitor
Request
No request made yet
Request Data
No request data
Response
No response received yet
Response Data
No response data
Debug panel shows real-time API requests and responses. Click "Toggle" to expand/collapse, and use copy buttons to copy data.