ZIP code 95467, corresponding to Hidden Valley Lake, California, has a population of 4,747 and a population density of 695.02 people per square mile as of 2022. The area's 6.83 square mile land area and density indicate a suburban rural lifestyle, characterized by a mix of rural openness and suburban amenities. The estimated 1,819 housing units in 2022 further support this classification.

Between 2010 and 2022, the population density in ZIP code 95467 fluctuated between approximately 600 and 750 people per square mile. The highest recorded population was 5,064 in 2014, while the lowest was 4,129 in 2019. Despite these variations, the area consistently maintained a suburban rural character.

The suburban rural lifestyle in Hidden Valley Lake likely attracts families seeking quieter neighborhoods close to nature while still having access to suburban conveniences. The area may feature clustered housing developments, community centers, and parks that promote an active community life.