Based on the historical population data provided for the ZIP code 12033, which corresponds to Castleton-on-Hudson in New York, the area has experienced a relatively stable population with minor fluctuations over the past decade. The population in 2022 was 7,140, with a population density of 253 point 46 people per square mile, spread over an area of 28 point 17 square miles.

Given the population density, this ZIP code falls within the rural classification, which typically features larger living spaces, ranging from 1 to 5 acres, and fewer public services and infrastructure compared to more urban areas. The lifestyle in such rural areas is often community-oriented, centered around local schools and small businesses, with residents engaging in activities such as hobby farming, horse ownership, and outdoor pursuits.

The estimated number of housing units corresponding to the 2022 population, based on the national average household size of 2 point 61, is approximately 2,736. This suggests that the area is primarily composed of single-family homes or small multi-family dwellings, consistent with the rural character of the region.