Local Knowledge is a geographical research and analysis toolkit used by local governments and other organizations to understand communities. It has been updated to include Output Area Classification (OAC), a method of classifying small areas based on characteristics of residents. OAC data and visualization tools have been added to Local Knowledge to allow users to view demographics of areas using maps, bar charts, and other graphs. Future work includes improving the interactive features and mapping capabilities to help policymakers better understand communities and improve service delivery.