 Many of the affluent neighborhoods along the lake shore that are often considered part of Pell City are actually just outside the city limits in unincorporated areas.These neighborhoods constitute a sizable population and income level, but are not reflected in official city census data.As of the census of 2010, there were 12,463 people, 5,149 households, and 3,545 families residing in the city.