I have a dataset that I want to classify in clusters. All values are numbers.
For some variables, the values can represent a real measure (a distance, a weight...) but for some other variables, the values are just representing a category (a postal code...etc).
What is the good practice? Should I specify
-"Numerical" for variables representing real mesures,
-and "Nominal" for variables representing categories?
Thanks for your help.