Author: Samuel Marder

This is a project to understand the housing data provided by Kings County. Our exploration into the data will include an in depth analysis of modeling and regression.

Century 21 is looking to expand its footprint into a new market

• We have data from several recent sales of houses including when the house built, sqft of the lot and of the living space

• We are trying to predict a price via factors such as a housing score, floors, and other features
• One feature we are using is the product of grade and the log transform of sqft living space

• Based on these findings, I suggest renovating an older house to have more living space and a higher overall quality (leading to a higher housing score in the model)

• I would expand on a house with a high grade while maintaining or improving that grade