The present study analyzes Airbnb listings’ performance in terms of occupancy rate, number bookings and revenue, by employing data mining methodologies. research objective is twofold, to highlight the strongest determinants that influence customer’s purchase intentions propose reliable models capable predicting performance. set refers market Thessaloniki, Greece contains explanatory variables a...