Categorical (also called nominal) data can take on a limited (usually fixed) number of possible values called categories. Categorical values "label", they do not "measure". Nominal and dichotomous/binary scalePlease use [ordinal-data] tag for discrete but ordered data types are categorical. Some people consider ordinal scale categorical too.
Reformulated excessively narrow definition. Removed "factor analysis" mentioning
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