Just want to make sure that I understand the meaning of an outlier.
Question: Can you have an outlier of categorical data?
I think that to have an outlier you must first have some sort of measurement. My reason is that any data point > 3*IQR (Interquartile range) is used to identifiy an outliner.
However, there is no measurement with categorical data, as I understand.