Live Score

The six variables are weighted to duplicated the real data.
- 20.0 * NYN_grouped_shp['rent_ratio']  +  4.0 * NYN_subway_shp['Subway_ratio'] - 3.0 * NYN_crime_shp['crime_ratio'] +  NYN_U_shp['Uni_Area'] +  1.0 * NYN_R_shp['R_ratio'] + 1.0 * NYN_B_shp['Business_ratio']
This weight shows that rent ratio is the most important factor to chose the housing neighborhood, follow by subway station and crime rate.