: Where will a new guest book their first travel experience?
Purpose
Predict which country a new user’s first booking destination will be. All the users in this dataset are from the USA
Possible destination country : US,FR,CA,GB,ES,IT,PT,NL,DE,AU,NDF(No destination found), other (please note that ’NDF’ is different from ‘other’ because ‘other’ means there was a booking, but is to a country not included in the list, while ‘NDF’ means there wasn’t a booking
Variable:
id : user_id
date_account_created : the date of account creation
timestamp_first_active : timestamp of the first activity, note that it can be earlier than date_account_created or date_first_booking because a user can search before signing up
date_first_booking : date of first booking
gender
age
signup_method
signup_flow : the page a user came to signup up from
language : international language preference
affiliate_channel : what kind of paid marketing
affiliate_provider : where the marketing is e.g google, craigslist, other
first_affiliate_tracked : whats the first marketing the user interacted with before the signing up
signip_app
first_device_type
first_browser
country_destination : the is the target variable you are to predict