Ward Profiles

This 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 [e-mail] 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.本数据集包含按选区（ward）聚合的美国社区调查（American Community Survey, ACS）数据。当前ACS数据集的发布年份为2019-2023年。数据值通过对落入指定选区内的所有普查片区进行聚合计算得到。若某一普查片区跨两个及以上选区，则将该片区划归至包含其多数街区的选区。点击此处可了解该处理流程的具体细节。 更新频率：本数据集每年随新版ACS数据集发布时更新一次。 本数据集已在以下应用程序中上线：选区人口普查仪表板（Ward Census Dashboard）、城市人口普查查看器（City Census Viewer） 联系人：塞缪尔·马丁内斯（Samuel Martinez），城市分析与创新部，电子邮箱：[e-mail] 数据术语表：美国人口普查局（U.S. Census Bureau）提供的字段别名可解释各列的含义。如需了解基于字段代码的指标详情，请参阅美国人口普查局官方文档。 处理方法： 1. 获取凯霍加县（Cuyahoga County）范围内的所有普查片区。 2. 确定各普查片区是否位于克利夫兰市（Cleveland）境内： a. 若某普查片区跨多个城市边界，则将该片区划归至包含其多数街区的城市。 3. 筛选出位于克利夫兰市境内的普查片区。 4. 确定各普查片区所属的选区（ward）： a. 若某普查片区跨两个及以上选区，则将该片区划归至包含其多数街区的选区。 5. 对每个选区内各普查片区的ACS变量计数结果进行聚合，由此得到最终估算值。