Spain Points of Interest from OpenStreetMap, Including Amenities and Tourism

OpenStreetMap features in Spain tagged as amenities, man-made structures, shops, or tourism sites. The dataset is provided by the Humanitarian OpenStreetMap Team and was last updated on 2026-05-05. Features likely contain attributes such as name, address, opening hours, and classification tags.

Use Cases

• Mapping urban amenities based on the 'amenity' tag.
• Analyzing tourism infrastructure distribution based on the 'tourism' tag.
• Studying commercial retail patterns based on the 'shop' tag.
• Geocoding addresses for points of interest based on the 'addr:*' attributes.
• Assessing accommodation capacity based on the 'beds' and 'rooms' attributes.

Strengths

• Data is sourced from OpenStreetMap, a large collaborative mapping project.
• Features are available in multiple geospatial formats: GEOPACKAGE, GEOJSON, KML, and SHP.
• Dataset has a specific last updated timestamp: 2026-05-05 12:58:45.453934.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Humanitarian OpenStreetMap Team (HOT)

Collection Method

Export from OpenStreetMap based on specific tag filters.

Freshness

Last updated 2026-05-05 12:58:45.453934; freshness should be verified.

Geography

Spain