This report presents a comprehensive statistical analysis and data visualisation of a sales dataset using R programming. The analysis includes data preprocessing, descriptive statistics, correlation analysis, regression modelling, ANOVA, trend analysis, customer and regional analysis, and various graphical visualisations. The findings provide valuable insights into sales performance, profitability, customer behaviour, and business trends to support data-driven decision-making.