New users on Airbnb can book a place to stay in 34,000+ cities across 190+ countries. Predicting the region of booking will help provide better content to the users with regard to their choice of destination, decrease the average time to first booking, and better forecast demand, thus benefitting both the customers and Airbnb. We challenge the IIITB students to predict the country where a new user will choose to make their first booking.