South Harrisburg, Pennsylvania  South Harrisburg (or South Side) is a neighborhood located in Harrisburg, Pennsylvania. Its zip codes are 17104 and 17106. Its southern and eastern borders are formed by the Capital Area Greenbelt; its northern border by Interstate 83; its western border by the Susquehanna River. South Harrisburg also consists of several housing developments. murders have occurred here.