This project details a final project for an Introduction to R course. The project analyzes data from the International Mathematical Olympiad (IMO), focusing on country-level and individual performance (two data-sets. Various R packages are used for data manipulation and visualization (see below). The analysis includes, summary, descriptive statistics, such as top-performing countries and award trends over time, and visualizations like line plots, bar charts, and pie charts are created to illustrate key findings. The analysis also compares individual and country-level performance and examines gender distribution within teams.