The Orthogonalize Data transformation creates a new dataset from the current dataset in which the values of the numeric variables in the current dataset are orthogonalized. Orthogonalized variables have zero correlation. The Graham-Schmidt orthogonalization process is used.

Ordinal and category variables are not placed into the new dataset.
