Characteristics of Datawarehousing - Integrated

Integration is closely related to subject orientation. Data warehouses must put data from heterogeneous sources having different formats into a single or multiple warehouses having a consistent format. When all issues relating to the conflicts like naming conventions and datatypes are resolved, they are said to be integrated.