Z score normalization, also known as standardization, is a statistical technique used to transform data into a standard format. This involves rescaling the data so that it has a mean of zero and a standard deviation of one. It is particularly useful in various fields, including Catalysis, where data from different experiments or sources need to be compared on a common scale.