The population data for the ZIP code 95461 in Hidden Valley Lake, California, reveals a predominantly rural lifestyle with low population density over the past decade. With a zip code size of 139.96 square miles and a population of 4,785 in 2022, the area has a population density of 34.19 people per square mile, which falls well within the range of a remote rural area.

The historical population data shows that the area has experienced fluctuations in population and density over the years. The population peaked in 2012 at 4,872 and reached its lowest point in 2017 at 3,541. Despite these fluctuations, the population density has consistently remained below 50 people per square mile, indicating that the area has maintained its remote rural character throughout the years.

Given the low population density, it is likely that the area is characterized by large expanses of land per household, often more than 5 acres, with a lifestyle that is predominantly agricultural or undeveloped. The focus on privacy and self-sustainability is common in such areas, with residents likely engaging in outdoor and recreational activities due to the natural environment.