# Data Scaling Prior to running statistical analyses, it is often necessary It is often necessary to pre-process a dataset prior to running ## Scaling ## Normalization The purpose of data normalization is to Many algorithms try to identify the most and least contributing factors If two features are at drastically different scales (i.e. 100-1,000 vs 1.0-10) Data normalization typically refers to the rescali ## Standardization