Categorical Data In some cases, the use of categorical data may make it impractical to use aggregation functions. If there is no order between categories, it is
meaningless to take the average or maximum, and other techniques may be useful for establishing similarity between users etc. It may be possible to transform
the categorical data, for example, by the degree to which it contributes towards a
certain archetype in DF.