[1] In 1926, he rushed for 1,131 yards, breaking the single season national record previously held by Red Grange.

[6] On December 15, 1929, he scored a receiving touchdown in a 20–6 exhibition game victory over the 1929 Green Bay Packers, who were 12–0–1 during the 1929 NFL season.

[6] Moore also scored a receiving touchdown in a 16–6 Tigers' victory over the Chicago Bears.

[7] He appeared in five games, starting three, for the Pirates during the team's inaugural 1933 season, recording 16 carries for 42 yards.

[2][9] At one point, he was so popular that Elmer Chocolate based out of New Orleans, Louisiana named a candy bar after him, called "Dixie's Best".