Peoplestown is a neighborhood of Atlanta just south of Center Parc Stadium and Downtown Atlanta.Ormond Street and the Summerhill neighborhood on the north, Hill Street and the Grant Park neighborhood on the east, the BeltLine and the Chosewood Park neighborhood on the south, and the Downtown Connector (I-75/I-85) and railroad tracks on the west, across which is the Pittsburgh neighborhood. It is part of NPU V.

The city of Atlanta, Georgia is made up of 243 neighborhoods officially defined by the city. These neighborhoods are a mix of traditional neighborhoods, subdivisions, or groups of subdivisions. The neighborhoods are grouped by the city planning department into 25 neighborhood planning units (NPUs). These NPUs are "citizen advisory councils that make recommendations to the Mayor and City Council on zoning, land use, and other planning issues". There are a variety of other widely recognized named areas within the city. Some are officially designated, while others are more informal.