EzModel Proposal
| Project Description |
Housing prices in Singapore is often a hot topic for discussion. Being an island state with a limited land area, property prices in Singapore has always been on the general increase. Methods at which Singapore citizens buy a Housing Development Board (HDB) flat can be different, with some examples being Build-To-Order (BTO), Design, Build and Sell Scheme (DBSS) and purchasing a resale flat as some of the available options. Resale flats are like second-hand flats with less than 99 year left on the lease. Flats in this category are often in more matured areas with existing infrastructure and amenities, which means they are also rather popular with to-be buyers. In this project, the team aims to focus on the the prices of resales flats and how infrastructure nearby such as shopping malls, MRT stations and healthcare facilities impact the prices of such flats.
Data Sources
| Data | Source | Data Type/Method |
|---|---|---|
| 2014 Master Plan Planning Subzone (Web) | Data.gov.sg | SHP |
| HDB Resale Flat Prices | Data.gov.sg | SHP Data was converted from CSV to Shapefile after geocoding HDB Addresses using OneMap API and further processing |
| Pre-Schools Location | Data.gov.sg | KML Converted to Shapefile |
| Schools Location | Data.gov.sg | CSV Data was geocoded using OneMap API |
| Hospital Locations | Hospitals.sg | Text List Data was geocoded into CSV using Google Geocoding API |
| Polyclinic Locations | Hospitals.sg | Text List Data was geocoded into CSV using Google Geocoding API |
| MRT/LRT Station Locations | LTA Datamall (Direct Download) |
SHP |
