The document discusses different types of data: - Scaled data provides exact amounts like distances and speeds. - Ordinal or ranked data provides comparative amounts by ranking items. - Nominal data names or categorizes items without numerical values. - Nominal proportional data expresses categories as simple percentages. The document uses examples to illustrate each type and provides practice questions for determining the type of outcome data in different scenarios.