Nezperce is named for the local Nez Perce tribe of Native Americans.
("Nezperce" derives from a corruption of the French words nez percé, literally "pierced nose.
According to the United States Census Bureau, the city has a total area of 0.40 square miles (1.04 km2), all of it land.
Nezperce has a municipal airport, primarily used by cropdusters and light aircraft.
The racial makeup of the city was 95.1% White, 4.1% Native American, 0.2% Asian, and 0.6% from two or more races.
28.3% of all households were made up of individuals, and 16.7% had someone living alone who was 65 years of age or older.
22.3% of all households were made up of individuals, and 12.7% had someone living alone who was 65 years of age or older.