In long format data, each row represents a single observation or measurement for a subject, often resulting in multiple rows for each subject. For example, in a longitudinal survey tracking student performance over several years, each student will have multiple rows corresponding to different years, with each row recording their performance for that particular year. Contrast with wide-format data.