ezproperty is a data pipeline which collects data from URA, Data.gov and other websites to provide up-to-date information about the residential property market. Data is extracted from APIs and stored in the MongoDB data lake before being transformed and loaded in the SQL data warehouse. Our data warehouse primarily supports downstream applications in data visualisation and machine learning to conduct data exploration and data population to evolve our schemas to be more useful.





