AnythingPOI - Australia POI Dataset v0.1

A unified, open point-of-interest (POI) dataset for Australia containing 1,735,980 POIs produced by the AnythingPOI pipeline, which fuses OpenStreetMap and Overture Maps Foundation data using H3-indexed spatial conflation, Jaro-Winkler name matching, and multi-signal confidence scoring.

Source breakdown:

OSM-only: 320,149 (18.4%) — from OpenStreetMap contributors (ODbL 1.0)

Overture-only: 1,364,195 (78.6%) — from Overture Maps Foundation (CDLA-Permissive-2.0)

Conflated (both sources matched): 51,636 (3.0%)

Top categories: Professional & Business, Retail, Food & Beverage, Transportation, Healthcare. Full taxonomy: 18 Tier-1 categories, 196 Tier-2 subcategories.

Contents: GeoParquet files (one per Tier-1 category), PMTiles v3 for interactive map visualisation, and coverage statistics CSVs. Each POI carries a confidence_score (0.01–0.99) reflecting the strength of the conflation evidence across spatial, name, website, phone, postcode, and Wikidata signals.

Attribution: This dataset contains information from OpenStreetMap (© OpenStreetMap contributors, ODbL 1.0 — openstreetmap.org/copyright) and Overture Maps Foundation (CDLA-Permissive-2.0 — overturemaps.org).

License: Open Database License (ODbL) 1.0. Any public use of this database or works produced from it must include the above attribution. Derivative databases must also be released under ODbL.