File descriptions
train.csv
- the training set
test.csv
- the test set
sampleSubmission.csv
- a sample submission file in the correct format
Data fields
Guest_ID -
Unique identifier of the guest
Name -
The name of the guest
Frequent_Traveler -
Binary variable indicating if the guest is a frequent flier or not
Date_Birth -
Guest date of birth
Type -
Reason for travelling
Flight_Class -
Class of flight took to get to the hotel
Points -
Points from travel club membership
Room -
Evaluation of the room (0 to 5)
Check-in/Check-out -
Evaluation of the check-in/check-out process (0 to 5)
F&B -
Evaluation of the food and beverages (0 to 5)
Location -
Evaluation of the hotel location (0 to 5)
Wifi -
Evaluation of the hotel wifi (0 to 5)
Entertainment -
Evaluation of the entertainment offer (0 to 5)
Gym -
Evaluation of the gym (0 to 5)
Spa -
Evaluation of the spa (0 to 5)
Staff -
Evaluation of the staff (0 to 5)
Pool -
Evaluation of the pool (0 to 5)
Baggage_Handling -
Evaluation of the baggage handling process (0 to 5)
Reception -
Evaluation of the reception (0 to 5)
Cleanliness -
Evaluation of the cleanliness (0 to 5)
Online_Booking -
Evaluation of the online booking process (0 to 5)
Deposit_Kept -
Amount withdrawn from the credit card of the guest to cover damages
Time_Room_Service -
Average time (minutes) the guest waited to receive room service
Repeater -
Binary variable signaling if the customer returned or not (up until a year after the first visit)