Data representation is the academic field and methodological approach concerned with the principles, methods, and structures by which data is encoded, organized, and stored. It investigates techniques for transforming raw information into symbolic forms suitable for efficient processing, analysis, communication, and visualization, emphasizing aspects like accuracy, compactness, and accessibility.