Qualitative data pertains to the quality of an attribute and is not measured numerically; it is assessed based on characteristics that only indicate presence or absence. Common examples of qualitative data include categories such as gender, marital status, qualifications, and color. Typically, nominal and ordinal scales are used to measure this type of data.