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Data GovernancemediumMultiple ChoiceObjective-mapped

DA0-002 Data Governance Practice Question

During a data presentation, an audience member questions the accuracy of the data shown. Which of the following is the best way for the analyst to respond?

⚠ Common exam trap

It's easy for candidates to choose Option C, thinking that providing raw data is sufficient, but they overlook that raw data without transformation documentation does not prove accuracy and may even raise more questions about how the data was prepared.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Provide documentation of data sources and transformation steps

Providing documentation of data sources and transformation steps directly addresses the audience member's concern about accuracy by demonstrating transparency and traceability. This approach aligns with best practices in data governance, as it allows the audience to verify the data lineage and any ETL processes that may have introduced errors. It also builds trust by showing the analyst has a clear understanding of the data pipeline.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Provide documentation of data sources and transformation steps

    Why this is correct

    Documentation validates data accuracy and shows integrity.

  • Change the topic

    Why it's wrong here

    Changing the topic avoids the issue and damages trust.

  • Offer to send the raw data later

    Why it's wrong here

    This delays addressing the concern.

  • Dismiss the question and continue

    Why it's wrong here

    Dismissing the question undermines credibility.

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

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