Scale columns Select this option to scale the variables to have variance one (1) before computing the PCA. Centering and scaling the variables places them in standardized form and produces a PCA on their correlation matrix. Centering and not scaling the variables produces a PCA on their covariance matrix. To Scale Columns: Check the Principal Component Analysis box to activate this field. Check the box.