Based on the historical population data for ZIP code 14901 in Elmira, New York, the area has experienced a gradual population decline from 15,797 in 2010 to 14,231 in 2022. The population density has also decreased from 433.15 people per square mile in 2010 to 390.21 people per square mile in 2022. Given the zip code's size of 36.47 square miles, the estimated housing units corresponding to the 2022 population is 5,452, assuming the national average household size of 2.61 people.

The population density of 390.21 people per square mile in 2022 suggests that the area falls within the rural classification, which typically has population densities between 50 and 500 people per square mile. Rural areas are characterized by larger living spaces, ranging from 1 to 5 acres, fewer public services, and lower infrastructure density compared to more urban areas.

The lifestyle in this rural area is likely to be community-oriented, often centered around local schools and small businesses. Residents may engage in activities such as hobby farming, horse ownership, and outdoor recreational pursuits due to the natural environment. The larger lot sizes and lower population density provide a sense of privacy and self-sustainability, which is typical of rural living.