Based on the historical population data provided for the ZIP code 12413 (Cairo, New York), the area can be classified as rural, with population densities consistently below 500 people per square mile over the past decade. The population has fluctuated between 2,473 and 3,088 residents during this period, with the most recent data point in 2022 showing a population of 3,056 and a density of 171.69 people per square mile.

The lifestyle in this area is likely to be community-oriented, with a focus on local schools and small businesses. Given the low population density, residents may enjoy larger living spaces, ranging from 1 to 5 acres, and engage in activities such as hobby farming, horse ownership, and outdoor pursuits. The area likely has fewer public services and lower infrastructure density compared to more urban areas.

The estimated number of housing units corresponding to the 2022 population is 1,170, based on the national average household size of 2.61. This suggests that the area is primarily composed of single-family homes or small multi-family dwellings, rather than high-density housing typically found in urban areas.