Recommendation engine for Airbnb users

Datasets were scraped from Airbnb Seattle listing. I have three datasets:

• Calendar (includes dates, price, and avilibility for listings)
• Listing (all avialible information about the propery listing)
• Reviews (comments of a reviewer for all the listings)

Steps:

• do a sentiment analysis of reviews per listing
• identify preferenced of a reviewers
• create a rating for a house
• create clusters of different kinds of houses
• recommend airbnb listings that correlates for users preferences