The 1931 Prairie View Panthers football team represented Prairie View Normal and Industrial College (now known as Prairie View A&M University) as a member of the Southwestern Athletic Conference (SWAC) during the 1931 college football season. Led by second-year head coach Sam B. Taylor, the Panthers compiled an overall record of 9–1, with a conference record of 4–0, finished as SWAC champion, and with a victory over in the Prairie View Bowl.

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