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Discrete data consists of individual, distinct values that cannot be further divided into smaller units, such as the number of students in a classroom or the number of pets in a household. Continuous data, on the other hand, consists of a range of values that can be divided into smaller units, such as height or weight. Discrete data is usually represented by whole numbers, while continuous data can take on any value within a given range.