The FBLA "Data Analysis" event is an individual or team presentation event that challenges participants to interpret and analyze data to solve a business problem. Competitors use statistical methods, visualization tools, and analytical reasoning to draw insights from datasets and present data-driven recommendations. The event emphasizes critical thinking, problem-solving, and decision-making skills, preparing students for careers in business analytics, finance, and data science.