Data analysis involves examining datasets to uncover insights, inform decisions, and identify patterns. It includes data collection, cleaning, processing, and analysis using tools like Python, R, and Excel. It has applications in healthcare, finance, marketing, and education, aiming to convert raw data into actionable insights and drive strategic planning.