Leaf: Services and Amenities Dataset: OpenStreetMap — By Amenity Tag
OSM tags services directly on map features using the amenity, shop, tourism, and healthcare tag families.
Spatial Access Path
OSM node/way with amenity=* tag → direct point/polygon geometry
No joins needed — the tagged feature IS the service and carries its own geometry.
Service Type Mapping (OSM → Service Category)
| OSM Tag | Service Category | Examples |
|---|---|---|
amenity=hospital | Hospital services | |
amenity=clinic, amenity=doctors | Healthcare | GP clinics |
amenity=dentist | Healthcare | |
amenity=school | Education | Primary/secondary |
amenity=university | Education | Higher education |
amenity=restaurant | Restaurants | |
amenity=cafe | Dining | |
amenity=bar, amenity=pub | Bars and pubs | |
shop=supermarket | Retail | |
tourism=hotel | Accommodation | |
amenity=pharmacy | Healthcare | |
amenity=fire_station | Emergency | |
amenity=police | Public safety |