This document provides a detailed analysis of the UK Food Manufacturing dataset, aiming to provide insights for investment decisions. Descriptive, correlation, and regression analysis are conducted to examine the distribution of profit rates, compare profit rates between large and SME food manufacturers, analyze the main activities of companies, and determine the impact of variables on profit margin and credit limit.