The process of taking numerical data and turning it to categorical data. The most common method is binning, it is usually done with continous data and it involves grouping data by into different categories based on their numerical values. An example would be a list of height measurements we can make an assumption that people who are shorter than 5'5" are short and would be given a label short while people who are taller than 5'5" would be given the label tall.