Correlation Dashboard Skill
This skill focuses on building the user interface where data from the Corporate Spy and Sentiment Auditor converge.
Capabilities
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Streamlit Layout: Creates a clean, dark-themed financial dashboard.
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Interactive Charts: Plots stock price history using matplotlib or plotly .
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Annotation Layer: Overlays sentiment scores (as a line chart or color gradient) and corporate filings (as markers on the timeline).
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Responsive Controls: Simple inputs for stock symbols and date ranges.
Tools & Libraries
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streamlit for the web interface.
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matplotlib and pandas for data visualization.
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yfinance (optional, but recommended) for fetching historical price data.
UI Design Goals
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Minimalist: A single search bar and a large trend chart.
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Informative: Hovering over a filing marker should show the one-sentence summary.
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Dynamic: Real-time update of sentiment scores.