review {TFM} | R Documentation |
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