Dataset from Housing & Development Board. For more information, visit https://data.gov.sg/datasets/d_27af98d638a80103319cb7499c220fe6/view

In 2020, there were around **** thousand resale units of Housing and Development Board (HDB) flats. By 2022, it was expected to reach ** thousand resale units. The price growth of resale flats is expected to be slower that year, between * and * percent, due to price resistance in some locations.

The dataset consists of information about the resale prices of Singapore public housing (HDB) flats or apartments from the years 2015 to 2024.

The dataset consists of 220,971 rows, each representing 1 transaction.

There are 11 columns: - resale_price: transaction price (in Singapore dollars) - year: transaction year (range from 2015 to 2024) - town: name of town where the flat is located - flat_type: type of flat (e.g. 1-room, 2-room, 5-room, executive) - block: building number - street_name: street address - storey_range: the floor on which the apartment is located - floor_area_sqm: size of apartment in square meters - remaining_lease_years: number of years remaining in the lease (note: all Singapore HDB flats have a 99-year lease) - storey_range_category: categorical variable created based on "storey_range" (Low (01-06); Low-Mid (07-12); Mid (13-18); High (19-30); Very High (>30)) - distance_from_expressway: distance from the building to the nearest expressway (<=50m, 51-100m, 101-150m, 151-300m, 301-500m, >500m)

The dataset was created through the following sources: 1. HDB Resale Flat Prices (Jan 2015 to 2024) -- Source: https://data.gov.sg/datasets?query=resale+flat+price&resultId=189&page=1 2. National Map Line (SLA) -- Road coordinates of all 10 existing expressways -- Source: https://data.gov.sg/datasets?query=national+map+line&resultId=d_aa9129ea72a19af27998dd4c78b5fd28&page=1 3. OneMap Reverse Geocode: -- Identify HDB buildings located within a specified radius of a given coordinate along the expressway -- Source: https://www.onemap.gov.sg/apidocs/apidocs/#reverseGeocode

For more information about the data preparation process, please visit the following Github repository: https://github.com/Goh-DYA/HDB-resale-highway/tree/main

Records of HDB flat resale transactions closed by salespersons. Records are updated monthly.

Dataset from Housing & Development Board. For more information, visit https://data.gov.sg/datasets/d_ebc5ab87086db484f88045b47411ebc5/view