Dataset

Tripadvisor Dataset for Cafes in New York, New York, US

Public Tripadvisor dataset for Cafes in New York, New York, US. Includes core metrics, provenance, and methodology.

This page documents the public dataset behind an insight page using aggregated metrics and provenance only.

It should help readers understand scope, variables, and limits without exposing raw review archives.

Back to source page Methodology

How to use this dataset

This dataset summarizes Tripadvisor evidence for Cafes in New York, New York, US, including scope metrics, freshness, and provenance.

Use this dataset to validate platform coverage and metric direction before applying operational changes in the linked insight page.

Dataset identity

Public ID
article--us--new-york--new-york--cafes--tripadvisor
Market scope
New York, New York, US
Platform
Tripadvisor
Methodology version
v1

Core metrics

Average rating

4.29

Published reviews

31,109

Review texts analyzed

5,195

Businesses analyzed

74

Variables

  • average_rating
  • total_reviews
  • sampled_reviews
  • businesses_count

Provenance

Source label: Public Tripadvisor page and review records in the Reviato insights database

Data collected: March 27, 2026

Published: March 27, 2026

Updated: March 27, 2026

Citation

Reviato Insights Team. Tripadvisor review dataset for Cafes in New York.

Limitations

  • This public dataset page summarizes aggregated market signals rather than storing full review archives.
  • Individual listings may differ sharply from the pooled dataset snapshot.
  • Quote examples and theme interpretation belong on the linked insight pages, not in raw dataset exports.