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CompTIA Data+ DA0-002 (V2) Practice Question

A data analyst is exploring a new dataset containing customer order information. The dataset includes an 'order_date' column and a 'ship_date' column. During the initial review, the analyst needs to check for records where the 'ship_date' is logically incorrect, for example, occurring before the 'order_date'. Which data validation technique is specifically used to identify this type of inconsistency?

  • Completeness check, which identifies records where date values are missing.

  • Cross-field validation, which checks for logical relationships between values in different columns.

  • Format validation, which ensures dates are stored in a consistent structure like 'YYYY-MM-DD'.

  • Range validation, which verifies that date values fall within an expected time period.

CompTIA Data+ DA0-002 (V2)
Data Acquisition and Preparation
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