Here is my data for the loan data summary. (sept-14-data-journalism-hw) It shows that while whites and blacks are denied at a similar rate, while other minorities are denied at much higher rates. Hispanics and American Indian/Alaskan Native have the highest denial rate relative to their applications. In my opinion, race should not appear on a housing loan application.