Listen When comparing or combining data from multiple sources - e.g. user names in an application account list and active employees in an HR system extract - the first step is to: Identify root causes for why some items appear in one list and not the other, and vice versa. Select attributes relevant to the audit test. Identify a data field that exists in both sets to serve as a primary key. Look for blank fields, to determine the completeness of available data