Correlation Dashboard Skill

This skill focuses on building the user interface where data from the Corporate Spy and Sentiment Auditor converge.

Capabilities

• Streamlit Layout: Creates a clean, dark-themed financial dashboard.
• Interactive Charts: Plots stock price history using matplotlib or plotly.
• Annotation Layer: Overlays sentiment scores (as a line chart or color gradient) and corporate filings (as markers on the timeline).
• Responsive Controls: Simple inputs for stock symbols and date ranges.

Tools & Libraries

• streamlit for the web interface.
• matplotlib and pandas for data visualization.
• yfinance (optional, but recommended) for fetching historical price data.

UI Design Goals

• Minimalist: A single search bar and a large trend chart.
• Informative: Hovering over a filing marker should show the one-sentence summary.
• Dynamic: Real-time update of sentiment scores.