Certified Data Management Professional – Fundamentals (CDMP) — Question 48

Basic profiling of data involves analysis of:

Answer options

• A. Data sources, data visualisations, data latency and ownership
• B. Data lakes, data warehouses and operational data stores
• C. Data criteria, data acquisition, data policy and procedures inside data governance
• D. Data formats, data values, patterns and relationships
• E. Data clusters, data clouds, data repositories and metadata libraries

Correct answer: D

Explanation

The correct answer, D, focuses on the essential elements of data profiling which include examining data formats, values, patterns, and relationships. The other options describe different aspects of data management or storage but do not specifically address the core components involved in data profiling.