Hotel and hospitality data with clear measures

Occupancy is commonly calculated as rooms sold divided by rooms available; document how closed rooms, complimentary rooms and no-shows are treated. ADR is room revenue divided by rooms sold, with an explicit boundary for taxes, packages and adjustments. RevPAR is room revenue divided by rooms available, or ADR multiplied by occupancy when definitions and periods align. These measures are not interchangeable. A hypothetical hotel may see occupancy rise while ADR falls; together they provide more context but do not guarantee profitability.

Available rooms deserve particular attention during renovation, seasonal closure or temporary blocks. Decide whether such rooms are excluded from the denominator and apply the rule consistently. A hypothetical hotel with a closed wing may otherwise show an unexpected occupancy jump without any change in demand. For relevant periods, show capacity and exceptions alongside the percentage.

Channel reporting may provide insight into booking mix, but requires an agreed channel assignment and treatment of changes. A reservation may originate through an intermediary and later be amended directly. Specify which source determines channel classification and how commissions are handled in any net revenue measure.

Alongside room measures, restaurant revenue, labour hours or outlet costs may be relevant, but each needs its own time and allocation definition. A breakfast package, for example, may be split differently across systems. State whether management reporting shows gross or net revenue and how internal allocations are treated.

Breakdowns by room type, channel, site, day or season may be useful if segments are consistent and contain sufficient data. Clarify whether revenue includes rooms only or also food and beverage, events and other services. A hypothetical comparison between properties requires the same definition of available rooms and comparable periods; renovations, closures and differences in offering may need context. Distinguish calendar and booking periods deliberately: advance bookings are not realised performance. Show the as-of date and refresh time so users know whether figures are final or may still change.

Choose a concrete initial question, such as monthly occupancy and RevPAR for one property, and define room scope, periods, revenue boundary and source status. Check whether PMS and financial data can be compared on the same time basis. Then build a limited integration and dashboard with explicit definitions, refresh timing and reconciliation. A hypothetical pilot need not include price optimisation, forecasting or automated operational actions. Agree acceptance criteria for calculation, completeness and use by intended roles. Review differences and data limitations before deciding on further sources or properties. Performance improvement is not guaranteed; outcomes depend on data and use.