Bay Ridge's current population and density indicate an urban environment with mixed residential and commercial spaces. The neighborhood is known for its diverse community, including significant Arab American and Asian populations.

The high population density suggests extensive public transportation options. The neighborhood's waterfront location, with views of the Verrazzano-Narrows Bridge, adds a geographical element that may influence its appeal.

An estimated 30,940 housing units for the 2022 population, based on the national average household size, indicates compact living arrangements. This suggests a mix of apartment buildings and possibly older townhouses.

Bay Ridge demonstrates characteristics of a densely populated urban neighborhood with a fluctuating population. Recent population growth suggests ongoing attractiveness as a residential area. The neighborhood's maintenance of high population density during these fluctuations indicates its enduring appeal within Brooklyn's urban landscape.