Table A1.

Summary statistics of the Real Estate Dataset.

Real Estate Dataset
Variable	Scales of Measurement	Range	Mean/Median	Variance/IQR
Transaction Date	ordinal	between 2012 & 2013	$--$/$--$	$--$/$--$
House Price per m2	continuous	$[7.6;117.5]$	$37.98$/$38.45$	$185.14$/$18.9$
House Age	continuous	$[0;43.8]$	$17.71$/$16.1$	$129.79$/$19.13$
Distance to the nearest MRT station	continuous	$[23.38;6488.02]$	$1083.87$/$492.23$	1,592,921/$1164.95$
Coordinate (latitude)	continuous	$[24.93;25.01]$	$24.97$/$24.97$	$0.00015$/$0.0144$
Coordinate (longitude)	continuous	$[121.47;121.56]$	$121.53$/$121.54$	$0.00026$/$0.015$