Methodology

How the dataset is assembled

Source documents first, structured extraction second, validation and public limitations visible throughout.

Sources

Annual reports, interim reports, quarterly releases, and company disclosures are the primary evidence base.

Financial statement fields are normalized into a consistent schema while preserving reporting currency, fiscal year, and source status.

Rows are checked for required fields, value consistency, source traceability, and known company-specific limitations.

Annual rows prioritize reported fundamentals from fiscal-year disclosures. Calculated fields are kept separate when possible.

Q1 and H1 coverage depends on what each company publishes. Sales updates are not treated as full P&L releases.

Accounting ratios are calculated from available fundamentals and remain blank when inputs are missing or not comparable.

Market-cap and enterprise-value ratios are shown where market data, currency context, and accounting inputs support them.

The beta exposes FX status fields. It does not silently convert values where conversion policy is not defined.

Missing values remain visible. A blank field means unavailable, not zero, and not inferred.

The preview dataset is a static data release for review and analysis workflows. It is not a live backend, not a pricing product.