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in this excel tutorial we will learn how to evaluate whether theres evidence of disparate impact which is also called adverse impact and to do so well learn how to apply the four-fifths rule as well as the chi-square test of independence to the same set of data so here you can see we have three columns of data that correspond to three different variables well really the first one is just a unique identifier variable which ive called id here and that means that each row here which represents an unique individual or case has a unique value here in this case these are all numeric values and you can see it ranges from 1 to 274. so you can see we have 274 unique people here now lets imagine for the purposes of this tutorial that all of these people participated in a cognitive ability test which is called cognitive underscore test here as part of a selection procedure or selection process within an organization and so our question is does this cognitive ability test demonstrate evidence