Population fluctuated, with a spike to 12,895 residents in 2020, followed by a decline in 2021 and rebound in 2022. This fluctuation may be attributed to factors such as the COVID-19 pandemic's impact on housing preferences or local economic conditions.

The neighborhood name, "Birdcage Heights," may indicate historical or cultural significance related to avian life or conservation efforts. This could manifest as local parks, nature reserves, or community initiatives focused on bird-watching or wildlife preservation.

The estimated 4,844 housing units in 2022, based on the national average household size, suggest diverse living arrangements. This may include single-family homes, townhouses, and apartment complexes, catering to various demographic groups.

Birdcage Heights demonstrates the evolution of a neighborhood transitioning towards a more urban character, balancing increased population density with potential enhanced amenities and community features. The consistent growth trend indicates continued attraction of new residents, likely due to developing urban conveniences while potentially maintaining original suburban or natural characteristics.