The DW encompasses all components in the data staging and data presentation areas, including:
Data Integrity includes ideas associated with completeness, accuracy, and consistency.
When constructing models and diagrams during formalisation of data architecture there are certain characteristics that minimise distractions and maximize useful information. Characteristics include: