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Table 2 Variables measurement

From: Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate

Variable types Variables Variable quantification Data source
Dependent variable Property price US$/m2 Real estate marketplaces
Independent variables Structural attributes
 Number of Rooms Total number of rooms in property (Unit) Real estate marketplaces
 Building Size Total area of a property (m2) Real estate marketplaces
Accessibility attributes
 Dist. to station Distance between the property to station (m) GIS
Neighborhood attributes
 Schools If there is a school within 1 km, the variable is 1, otherwise 0 GIS
 University If there is a university within 1 km, the variable is 1, otherwise 0 GIS
 Hospital If there is a hospital within 1 km, the variable is 1, otherwise 0 GIS
 CBD If there is a CBD within 1 km, the variable is 1, otherwise 0 GIS
Location attributes
 Karet Kuningan Location of transit station that being investigated GIS
 Dukuh Atas
 Rasuna Said
 Cawang
 Kuningan
 Cikoko
 Ciliwung