Data Collection

The data sets that were used for this study and their respective sources are as follows:

File Name	Description	Source
education (School Directory and Information)	Provides information about primary schools, secondary schools and junior colleges.	data.gov.sg
MP19 (Master Plan 2019 Subzone Boundary (No Sea))	Provides information about the Urban Redevelopment Authority’s (URA) regions, planning areas and subzones.	data.gov.sg
POP2020 (Singapore Residents by Planning Area / Subzone, Single Year of Age and Sex, June 2011-2020)	Provides multiple years of population data by age group as at June 2020.	Department of Statistics (DOS), Singapore
gis_osm_roads_free_1 (OSM Road Network)	Provides data on all roads and road types.	Geofabrik