Housing Prices

It is interesting to see how preferred area influences the housing prices over furnishing status of the housing. The housing data was downloaded from kaggle. Only three variables of the thirteen variables from the data viz. Price, Preferred area and Furnishing status are considered for this analysis. We have modeled price of the housing with preferred area and furnishing status using linear regression. Preferred area is likely to fetch higher value by $1.3 million with negative adjustment for unfurnished or semi-furnished housing.