Data for Tourist Destination in Las Vegas

The dataset vegas is the binary translation of the Las Vegas Strip dataset (@moro2017stripping), which records more than 500 TripAdvisor reviews of hotels in Las Vegas Strip. The uninformative attributes (such as the user continent or the weekday of the review) are removed.

Usage

vegas

Format

A matrix with 504 rows and 25 binary columns. Column names are related to different features of the hotels:

Period of Stay: 4 categories are present in the original data, which produces as many binary variables: Period of stay=Dec-Feb, Period of stay=Mar-May, Period of stay=Jun-Aug and Period of stay=Sep-Nov.
Traveler type: Five binary categories are created from the original data: Traveler type=Business, Traveler type=Couples, Traveler type=Families, Traveler type=Friends and Traveler type=Solo.
Pool, Gym, Tennis court, Spa, Casino, Free internet: Binary variables for the services offered by each destination hotel
Stars: Five binary variables are created, according to the number of stars of the hotel, Stars=3, Stars=3.5, Stars=4, Stars=4.5 and Stars=5.
Score: The score assigned in the review, from Score=1 to Score=5.

Source

Moro, S., Rita, P., & Coelho, J. (2017). Stripping customers' feedback on hotels through data mining: The case of Las Vegas Strip. Tourism Management Perspectives, 23, 41-52.