Cleveland GISThis dataset contains American Community Survey (ACS) data aggregated by ward. The current ACS vintage is for 2019-2023. Values are calculated by aggregating all the census tracts that fall within a given ward. If a census tract falls across two or more wards, the ward which contains most of the census tract's blocks is assigned said tract. Click here to learn more about how this process works. Update Frequency This dataset is updated annually when the new ACS vintage is released. This dataset is featured on the following app(s): Ward Census Dashboard City Census Viewer Contacts Samuel Martinez, Urban Analytics and Innovation smartinez2@clevelandohio.gov Data Glossary Field aliases from U.S. Census Bureau explain each column's meaning. See U.S. Census Bureau documentation for more details on their metrics using the field codes. Methodology 1. Get all census tracts within Cuyahoga county. 2. Determine which census tracts are within the city of Cleveland. a. If a census tract falls over multiple city boundaries, the city that contains more of that census tract's blocks is assigned to said census tract. 3. Filter the dataset for census tracts within Cleveland. 4. Determine which census tracts are within which wards. a. If a census tract falls across two or more wards, whichever ward contains most of that tract's blocks is assigned. 5. Aggregate counts for different ACS variables across census tracts within each ward. This results in the final estimates.ArcGIS FeatureLayerhttps://hub.arcgis.com/datasets/d9ea3745ae2542eca0387bd428976ad1_0engCity of Cleveland Open DataPublicWard Profiles [Ohio--Cleveland]Web servicesOhio--ClevelandOhioLast Modified: 2026-01-06