Startup Expansion & Marketing ROI Analysis

An analysis of startup store expansion data across U.S. states and sales regions. The project explores revenue distribution between new and existing stores, calculates profit margins, and measures Return on Marketing Spend (ROMS) to identify the most cost-efficient markets.