A process that turns data types like Boolean from True or False to 0 or 1.  Categorical data can also be turned in to quantitative data by making a new column for every different category and adding a 1 to the corresponding attribute if it contains it. Another strategy is giving every category in a column a index, example  column "Fruit" Apple = 1, Pear = 2, Orange = 3.