Based on the historical population data for the 13616 ZIP code in Calcium, New York, spanning from 2010 to 2022, the area can be classified as rural, with a population density consistently falling within the range of 50 to 500 people per square mile. The population has fluctuated over the years, with a low of 1,053 in 2012 and a high of 1,477 in 2021. As of 2022, the population stands at 1,381, with a corresponding population density of 303.52 people per square mile.

The lifestyle in this rural area is likely to be community-oriented, centered around local schools and small businesses. Residents may engage in activities such as hobby farming, horse ownership, and outdoor recreation, taking advantage of the natural environment and larger living spaces. The estimated 529 housing units in 2022, based on the national average household size of 2.61, suggest that the area features a mix of single-family homes and smaller multi-family dwellings, with lot sizes typically ranging from 1 to 5 acres.

Over the 12-year period, the population has experienced both increases and decreases, with a notable growth from 2020 to 2021, followed by a slight decline in 2022. This suggests that the area has been experiencing some level of urban development activity, possibly attracting new residents drawn to the rural lifestyle and community atmosphere. However, the overall population density has remained within the rural classification range, indicating that the development has not significantly altered the area's character or infrastructure.