I'm using a KMeans to get the profile of several users according to several columns (I'm working with RStudio).
To analyze my clusters, I decided to realize a radar chart, so I decided to use feature scaling :
x-min(x)/diff(range(x)), to have my values in [0,1] (to get a quite good idea of my data per cluster).
However, since there are multiple choice for normalization, I was wondering if doing my analysis with another choice for normalization - for instance :
x-mean(x)/sd(x) - would give me the same results (in a general way at least)
Or am I completly wrong for considering my scaled data and should I use my unscaled data in my radar chart ?