Dataset

Tripadvisor Dataset for Restaurants in Buffalo, New York, US

Public Tripadvisor dataset for Restaurants in Buffalo, 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 Restaurants in Buffalo, 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--buffalo--restaurants--tripadvisor
Market scope
Buffalo, New York, US
Platform
Tripadvisor
Methodology version
v1

Core metrics

Average rating

4.19

Published reviews

45,910

Review texts analyzed

7,945

Businesses analyzed

101

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 26, 2026

Published: March 27, 2026

Updated: March 26, 2026

Citation

Reviato Insights Team. Tripadvisor review dataset for Restaurants in Buffalo.

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.