Housing Prediction

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Full Data Dictionary

Data used from Dictionary

Feature Name	Data Type	Description
gr_liv_area	int	Total sq_ft of above grade(ground) living space
age	int	Calculated age of house at time of sale
lot_area	int	Size of house lot in sq_ft
overall_qual	int	Range from 1-10 rating of overall material and finish of house. 1 being very poor and 10 very excellent
fireplaces	int	number of fireplaces in the house
full_bath	int	number of full bathrooms in the house
half_bath	int	number of half batherooms in the house
neighborhood	dummy encoded	Neighborhood the house exists in
central_air	true/false	if the house has central air or not
ms_zoning	dummy encoded	zoning of property lot
street	dummy encoded	if the house is on a paved or dirt road
land_contour	dummy encoded	if the property is considered flat or banked
lot_config	dummy encoded	inside, corner, cul-de-sac, etc. type lot