That you had one applicant with income of $57,312, another with income of $67,419 and another with income of $63,456 is still blind. If you provide the name, address, loan #, etc., that is data that includes personal identifiers.
If you say that you had 3 applicants with incomes ranging from $57,312 to $67,419 or that you had 3 applicants with an average income of $62,729, that is aggregate data.
Al
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Al Miller, CRCM
Opinions expressed are my own and not necessarily shared by my employer.