$1\mathrm{.}10$ At the request of the operations manager, you were tasked with examining the customer ratings for specific product categories within the top four brands to enhance profitability assessment. To achieve this, you opted to construct a model that utilizes Customer Age and Customer Rating to determine profitability, focusing solely on the two most popular product categories within the top four brands. Note: The product popularity is measured by the quantity sold.