The global popularity of coffee makes the coffee chain industry prominent. To assess financial performance, analyzing business data aids in recognizing weak areas and enhancing profitability strategies. Pinpointing successful products and crafting effective marketing approaches to boost sales stems from this data. By scrutinizing Market and Market Size variables, market trends and growth can be gauged, guiding investment choices. This granular analysis provides deep insights into coffee chains' performance, proving invaluable for operators and investors seeking growth by understanding market dynamics, identifying improvements, and making informed decisions.