Enriched Tourism Points of Interest in Paris with Manual Annotations

Ramon Hermoso published an enriched tourism dataset for Paris on figshare in 2025. The dataset contains information about tourism-related Points of Interest (POIs), processed to remove incomplete entries, eliminate duplicates, and validate coordinates. It includes a main CSV file and a separate file with manually created ground-truth annotations categorizing POIs.

Use Cases

• Classifying Points of Interest into tourism categories based on the manually annotated ground-truth data.
• Training models for semantic enrichment of POI descriptions based on the described processing steps.
• Validating geographic coordinate data for location-based services in Paris.

Strengths

• Dataset includes manually created ground-truth annotations categorizing POIs.
• Data underwent processing steps including removal of incomplete entries, elimination of duplicates, and validation of coordinates.
• Dataset version 1.0 was published on 2025-10-24 and last modified on 2026-05-10.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Freshness should be verified as the last update was 2026-05-10.

Provenance

Source

Tourpedia (http://tour-pedia.org/download/paris-attraction.csv)

Collection Method

Derived from original source, then processed via a pipeline including data cleaning, validation, semantic enrichment, and manual annotation.

Freshness

Last updated 2026-05-10.

Geography

Paris