As of the census of 2000, there were 10,168 people, 3,767 households, and 2,798 families residing in the village. The population density was 2,211.7 people per square mile (853.5/km). Of 860 Midwestern cities with populations of 10,000 inhabitants or more, Barrington ranked 849th. There were 3,903 housing units at an average density of 849.0 per square mile (327.6/km). The racial makeup of the village was 96.16% White, 0.62% African American, 0.13% Native American, 2.00% Asian, 0.01% Pacific Islander, 0.31% from other races, and 0.77% from two or more races. Hispanic or Latino of any race were 2.33% of the population.