Stock analysis tool with quality scores and fundamental charting

This project extracts fundamental data from SEC filings for every US company, then scores each stock on quality metrics and visualizes the data through interactive charts. It is designed for value investors and analysts who want to quickly screen for financially healthy companies without manually parsing complex filings. The tool is interesting because it automates a tedious, error-prone process and provides a standardized, data-driven framework for comparing thousands of stocks on financial strength.