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Chi Square Method Chi Square In this module , we explore techniques for analyzing categorical data. Categorical data are nonnumerical data that are frequency counts of categories from one or more variables . For example, it is determined that of the 450 peoples attending high school reunion , 150 are entrepreneur, 200 are employee, 100 are.