North Bay Shore's location on Long Island likely provides proximity to urban amenities and natural attractions. The area's density implies well-developed infrastructure with access to public services, schools, and local businesses.

The fluctuating population numbers may reflect changing economic conditions, housing market dynamics, or shifts in the area's attractiveness to different demographic groups. The recent downward trend could indicate challenges such as rising housing costs, changes in local job markets, or evolving preferences for urban versus suburban living.

Despite the recent population decline, the area maintains a substantial population density, suggesting an active community. The neighborhood likely continues to offer a lifestyle balancing suburban living with urban accessibility.