4.70%. 1  In Tupelo, 3.7% of people are of Hispanic or Latino origin. Please note: Hispanics may be of any race, so also are included in any/all of the applicable race categories above. 2  Source: The Tupelo, MS demographics data displayed above is derived from the United States Census Bureau.