The Data Analyst Dashboard is a comprehensive, interactive analytic platform designed to streamline e-commerce data exploration. Built with Python and Streamlit, it allows analysts to move beyond static reports by providing real-time data filtering, dynamic chart generation (bar, line, pie), and automated summary statistics. The system features a robust preprocessing pipeline for handling missing data and outliers, ensuring that decision-makers have access to high-quality insights on sales performance and product category trends.