Objective : To predict the right factors that affect pricing on the Airbnb market in NYC

Data:​​https://www.kaggle.com/dgomonov/new-york-city-airbnb-open-data

Looking at the market from a different perspective, instead of predicting what to expect for a given price point for an Airbnb room,

we're trying to give insights to new hosts on whether the price for his new room will be fair or would the price be over aggressive, or whether there will be a market for his new room once it's online.Our main targets will include the availability of the room throughout the year and review accumulated since these are closest to indication of the popularity of the room.Presentation Preference:​ Online