Figure 1.

High-level overview of workflow with example DQ checks and their corresponding constructs, terms, and suggested domains. A data element is a focus of a DQ check (annotation is represented by “[[ data element ]]” for parsing); a function is the qualitative or quantitative evaluation over the data element (annotation is represented by “{{ function }}” for parsing). Each DQ check is essentially a function of a data element.