review: Travel Review Dataset

In TFM: Sparse Online Principal Component for Truncated Factor Model

Travel Review Dataset

Description

This dataset contains travel reviews from TripAdvisor.com, covering destinations in 10 categories across East Asia. Each traveler's rating is mapped to a scale from Terrible (0) to Excellent (4), and the average rating for each category per user is provided.

Usage

data(review)

Format

A data frame with multiple rows and 10 columns.

1

Unique identifier for each user (Categorical)

2

Average user feedback on art galleries

3

Average user feedback on dance clubs

4

Average user feedback on juice bars

5

Average user feedback on restaurants

6

Average user feedback on museums

7

Average user feedback on resorts

8

Average user feedback on parks and picnic spots

9

Average user feedback on beaches

10

Average user feedback on theaters

Details

The dataset is populated by crawling TripAdvisor.com and includes reviews on destinations in 10 categories across East Asia. Each traveler's rating is mapped as follows:

• Excellent (4)

• Very Good (3)

• Average (2)

• Poor (1)

• Terrible (0)

The average rating for each category per user is used.

Note

This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.

Source

UCI Machine Learning Repository

Examples

data(review)
head(review)
review$`1`  # User IDs
mean(review$`5`)  # Average rating for restaurants

TFM documentation built on June 9, 2025, 9:08 a.m.