1. A computer system for data scaling comprising: (a) a memory which is able to store data, (b) a processor which is operatively connected to the memory which will: (1) compute two partitions of the stored data, and (2) compute admissible geometrization on the two partitions of the stored data, and (3) compute admissibly transformed data so that said memory will store the transformed data, and (c) a display to display the transformed data to a user to interpret the stored transformed data as transformed data.