The neighborhood is bounded by Saint Anthony Parkway, Stinson Boulevard, Lowry Avenue and Central Avenue. Stinson Boulevard is also the city's border with St. Anthony.
The park and neighborhood are named in honor of John James Audubon, a great American naturalist and ornithologist. A majority of the houses in this relatively hilly neighborhood were built in the 1940s. (Source: City of Minneapolis Neighborhood Profiles)