1. A method for determining a plurality of uniformity metrics of a semiconductor wafer manufacturing process comprising: collecting a quantity across each one of a first plurality of semiconductor wafers; scaling the collected quantity data; and performing a principal component analysis (PCA) on the collected, scaled quantity data to produce a first plurality of metrics for the first plurality of semiconductor wafers, the first plurality of metrics including a first loads matrix and a first scores matrix.