Housing in Altoona is sparse and low-density, consisting of scattered single-family homes, manufactured homes, and rural homesites set among pine flatwoods and near the forest edge. Parcels tend to be larger, offering space, privacy, and room for outdoor equipment, and the community has little conventional subdivision development. Buyers here typically seek acreage and a rural, nature-centered setting, with conventional housing and services found a short drive away in Umatilla and the larger Lake County towns.

Life in Altoona is quiet, rural, and oriented to the outdoors. With fewer than a hundred residents, the community is more a scattering of homes along State Road 19 than a town, and daily needs are met in nearby Umatilla, Eustis, or Mount Dora. The Ocala National Forest is the community's defining feature, drawing residents and visitors alike for fishing, hunting, hiking, and camping. The pace is slow, and the area appeals to those seeking privacy, nature, and a self-sufficient lifestyle in rural Lake County.

Students in the Altoona area attend Lake County Schools, the countywide district serving all of Lake County. Because Altoona is very small and has no school of its own, students travel to campuses in nearby Umatilla, Eustis, or other parts of the county. The district operates a full range of elementary, middle, and high schools, and families should confirm school assignments and transportation directly with Lake County Schools.

Altoona sits on State Road 19, which runs north into the Ocala National Forest and south through Umatilla toward Eustis and the Lake County towns. State Road 40 and the wider regional road network are reached a short distance to the north and east, while Interstate 75 and the Florida Turnpike provide access to Ocala, Orlando, and beyond. There is no public transit, so travel is entirely car-dependent, with residents driving to nearby towns for work, school, and services.

The Ocala National Forest dominates recreation in Altoona, offering hundreds of miles of trails, campgrounds, springs, and lakes for hiking, camping, fishing, and paddling. Buck Lake, just north of the community, is a popular local spot, and the forest's springs and the St. Johns River are nearby for boating and swimming. Hunting and birdwatching are long-standing pastimes, and the larger Lake County towns add lakefront parks, trails, and community events within a short drive.