Randolph is a city in Dakota County, Minnesota, United States.

The boundary line between Dakota, Goodhue, and Rice counties is nearby.

There were 177 housing units at an average density of 184.4 per square mile (71.2/km2).

The racial makeup of the city was 98.4% White, 0.2% Asian, and 1.4% from two or more races.

23.2% of all households were made up of individuals, and 7.8% had someone living alone who was 65 years of age or older.

22.2% of all households were made up of individuals, and 4.3% had someone living alone who was 65 years of age or older.

Stanton Airfield is located five miles south of Randolph but is primarily a general aviation airport.