Practical guides
Priority data sources
NAPIC / JPPH Open Transaction Data
Residential, commercial and industrial transaction data; production access must follow published terms.
Open official sourcedata.gov.my
Official open-data catalogue and API; many catalogue datasets use CC BY 4.0.
Open official sourceOpenDOSM
Population, household and socioeconomic context for responsible area research.
Open official sourceKPKT TEDUH / HIMS
Housing project and developer registry context; automated monitoring only until reuse terms are confirmed.
Open official sourceOpenStreetMap
Road, place and amenity context under ODbL with required attribution. No scheduled bulk tile downloads.
Open official sourceView schedules and source status
Licensing rule
Visibility on the web is not permission to scrape. PropTools documents access method, licence, attribution, automation permissions and reliability before onboarding a production source.