Dataset

Google Maps Dataset for Cafes in New York, New York, US

Public Google Maps 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 Google Maps 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--google-maps
Market scope
New York, New York, US
Platform
Google Maps
Methodology version
v1

Core metrics

Average rating

4.52

Published reviews

51,287

Review texts analyzed

7,800

Businesses analyzed

92

Variables

  • average_rating
  • total_reviews
  • sampled_reviews
  • businesses_count

Provenance

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

Data collected: March 31, 2026

Published: March 27, 2026

Updated: March 31, 2026

Citation

Reviato Insights Team. Google Maps 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.