Linwood is bisected by Columbia Parkway, Beechmont Avenue, and several sets of railroad tracks. A slice of urban Appalachia, the neighborhood's topography, industrial structures, and deteriorated housing make Linwood one of Gritcinnati's most interesting neighborhoods.