Based on the historical population data provided for ZIP code 12521 covering Copake Lake in New York, this area has consistently maintained a low population density over the years. With the ZIP code spanning 33.36 square miles and the population in 2022 being 1,735, the resulting population density is approximately 52 people per square mile.

This population density falls within the range typically associated with rural areas, which are characterized by sparse populations, limited infrastructure, and a focus on privacy and self-sustainability. The lifestyle in such areas is often agricultural or centered around undeveloped land, with ample opportunities for outdoor recreational activities due to the natural environment.

The population of the ZIP code has fluctuated over the years, with a low of 1,488 in 2019 and a high of 1,735 in 2022. Despite these fluctuations, the overall population density has remained relatively stable, ranging from 44.6 to 52.01 people per square mile. This suggests that the area has not experienced significant urban development or population growth over the past decade.