Parkwood is a neighborhood on the western side of Decatur, Georgia, a suburb of Atlanta. Although a small portion of the neighborhood was always within the city limits of Decatur, the remainder of the Parkwood neighborhood was voluntarily annexed into the City of Decatur effective July 1, 2014. The neighborhood is bounded by Ponce de Leon Avenue to the north; East Lake Road to the south; the CSX railroad tracks to the west; and Melrose Avenue and the Adair Park community to the east.