This dataset includes points of interest (POIs) along with their corresponding geographic features extracted from OpenStreetMap (OSM), as well as urban zone data specific to the city of Austin, Texas, USA. It comprises tables that associate POIs with their surrounding geographic features and others that link POIs and features to urban zones within the dataset. These tables are designed for academic research and are compatible with PostgreSQL for efficient data management and analysis.