Preparation and EDA Data should be standardized in factor analysis scale(crime.dat) #standardize data crime.dat.sd= scale(crime.dat) To obtain number of factors to use for the factor analysis, PCA can be used #PCA for EDA crime.pca<-princomp(crime.dat.sd) Bartlett scores crime.fa.s