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    Methodology & Sources

    Full transparency on how market data is selected, verified, and presented across all Market Intelligence pages.

    Methodology & Sources

    This section explains how market data is selected, verified, and presented across JBJ Global Real Estate's Market Intelligence pages. The objective is transparency, consistency, and regulatory alignment.

    All methodology is fixed and repeatable. The same standards apply to every market overview, area intelligence page, and market report.

    Data Selection Principles

    Only official, government-published or regulator-recognized data is used. Data is selected based on the following criteria:

    • •Public availability
    • •Regulatory recognition
    • •Direct publication by the relevant authority
    • •Clear scope and definition

    No assumptions, estimates, or third-party projections are included.

    Primary Official Sources

    All market intelligence content is derived exclusively from the following sources:

    Dubai Land Department (DLD) – Open Data

    Registered sales transactions, rental contracts, and property records

    dubailand.gov.ae/en/open-data/real-estate-data/ →

    Dubai Land Department – Research & Reports

    Official market studies and sector publications

    dubailand.gov.ae/en/open-data/research/ →

    RERA Rental Index

    Legally recognized rental benchmarks and adjustment limits

    dubailand.gov.ae/en/eservices/rental-index/ →

    RERA Service Charge Index

    Approved annual service charges by project

    dubailand.gov.ae/en/eservices/service-charge-index-overview/ →

    Dubai Government Strategic Publications

    Economic frameworks and development agendas

    protocol.dubai.ae/en/ →

    No data is sourced from private platforms, promotional materials, or unofficial aggregators.

    Data Validation Process

    Before inclusion, data is:

    1. 1Cross-checked against its original government source
    2. 2Verified for publication date and scope
    3. 3Reviewed for consistency with regulatory definitions
    4. 4Used exactly as published, without reinterpretation

    If data cannot be verified from an official source, it is excluded.

    Presentation Standards

    Market intelligence content follows these fixed rules:

    • •Historical and descriptive language only
    • •No forecasts, targets, or predictions
    • •No performance ratings or rankings
    • •No guaranteed outcomes or implied returns

    Charts, summaries, and explanations reflect recorded activity, not future expectations.

    Update Frequency

    Market Intelligence pages are reviewed and updated based on:

    • •New official data releases
    • •Updated regulatory indices
    • •Newly published government research

    Typical review cycles:

    • •Market Overview: quarterly
    • •Area Intelligence: quarterly or upon major data updates
    • •Market Reports: monthly or quarterly, aligned with DLD releases

    Compliance & Use of Information

    Market intelligence content is provided for informational and educational purposes within the scope of licensed real estate brokerage activity. It supports informed decision-making without replacing client judgment or regulatory processes.

    JBJ Global Real Estate maintains full alignment with UAE real estate laws and data publication standards.

    This methodology applies uniformly across all Market Intelligence content and is locked unless official data standards change.

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