Transparency
Data Sources & Citations
Every number in the Elaris model traces back to an official or industry source. Where a figure cannot be sourced, it is labelled a management estimate in the underlying spreadsheet.
Property & business prices
Dubai Land Department (DLD)
Commercial unit transactions 2015–2026
dubailand.gov.ae/en/open-data
Bayut Market Report
Salon / spa / restaurant asking prices
www.bayut.com/mybayut/reports/
Knight Frank Dubai
Prime residential + hospitality yield benchmarks
www.knightfrank.ae/research
Colliers MENA
Hospitality operator performance
www.colliers.com/en-ae/research