 The racial makeup of Clearlake Oaks was 2,054 (87.1%) White, 54 (2.3%) African American, 45 (1.9%) Native American, 34 (1.4%) Asian, 1 (0.0%) Pacific Islander, 60 (2.5%) from other races, and 111 (4.7%) from two or more races.Hispanic or Latino of any race were 192 people (8.1%).The whole population lived in households, no one lived in non-institutionalized group quarters and no one was institutionalized.