 Based on data from the 2010 United States Census, the population of Pelham Parkway was 30,073, an increase of 67 (0.2%) from the 30,006 counted in 2000.Covering an area of , the neighborhood had a population density of .The racial makeup of the neighborhood was 36.2% (10,875) White, 10.7% (3,223) African American, 0.2% (59) Native American, 11.3% (3,389) Asian, 0.0% (4) Pacific Islander, 0.7% (196) from other races, and 1.5% (466) from two or more races.