Data quality · The measures · Element
The completeness
What proportion of records have each field.
The part
What it is
Per field rather than per record, since a record can be complete on the fields nobody uses and empty on the one that matters.
A field below a usable threshold should be flagged wherever it appears in a report.
The smallest level
The attributes it carries
Each attribute is one of the framework’s shared types. What a date is, and how it is written, is defined once for the whole model — the note here says what it means in this particular place.
The other elements in the measures
The accuracy
Whether the values are right.
LearnThe timeliness
How current the data is when it is used.
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