Based on the historical population data provided for ZIP code 75135 (Caddo Mills, Texas), the area has experienced steady population growth over the past decade. The population increased from 5,707 in 2010 to 8,917 in 2022, representing a 56 percent growth rate. Correspondingly, the population density has risen from 91.41 people per square mile in 2010 to 142.83 people per square mile in 2022.

Despite this growth, the population density of 142.83 people per square mile in 2022 suggests that the area falls within the rural classification. 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 rural areas is typically community-oriented, often centered around local schools and small businesses, with activities such as hobby farming, horse ownership, and significant outdoor activities.

The estimated number of housing units corresponding to the 2022 population is 3,416, based on the national average household size of 2.61 people per household. This estimate aligns with the rural character of the area, as rural households often have larger lot sizes and more spacious living arrangements compared to urban or suburban areas.