Based on the historical population data for ZIP code 22312 in Lincolnia, Virginia, the area has experienced significant growth and urbanization over the past decade. The population density has consistently remained above 5,000 people per square mile since 2010, reaching a peak of 6,690.1 people per square mile in 2016. This high population density suggests that the area is predominantly urban, characterized by multi-story residential buildings, commercial structures, and well-developed infrastructure.

The lifestyle in this urban setting is likely fast-paced and diverse, with residents having access to various amenities, public transportation, and cultural attractions. The estimated housing units corresponding to the 2022 population is 10,158, indicating a high concentration of residential units within the 4.95 square mile area. This further supports the notion of an urban environment with smaller living spaces and a focus on vertical living.

Despite the overall urban character of the area, the population and population density have shown a slight decline since 2016. The population decreased from a high of 33,116 in 2016 to 26,514 in 2022, with the population density falling from 6,690.1 to 5,356.36 people per square mile during the same period. This suggests that the area may be experiencing some demographic shifts or changes in urban development patterns.