Structured data
Consistent fields and data types make structured records easier to query and aggregate. A schema does not guarantee that recorded values are accurate, complete or current. Reconcile sources and apply quality checks before analysis.
Worked example
A sales table has invoice number, date and amount in defined columns, allowing the analyst to sum amounts by month.
Common mistake
Assuming that data is correct merely because it fits a table or field format.
Where it appears in your exams
| Qualification | Exam | Relationship | Period |
|---|---|---|---|
| ACCA | MA | Direct | September 2026–June 2027 |
| FIA | FMA | Direct | September 2026–June 2027 |