The project aimed at coming up with alternate search rankings based on Listing Vibe, Aesthetic Quality of listings photos and using A/B testing for comparing different search rankings. — What are the goals of the project ? Alternate Searches: Come up with novel alternate ways of searching Airbnb listings with an aim of making it easier for users to find listings of their most appropriate choice. Listings Vibe: Determine vibe of listing based on Topic Modeling on listing description.