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Data GovernanceeasyMultiple SelectObjective-mapped

DA0-002 Data Governance Practice Question

Which TWO are common pitfalls when communicating data insights?

⚠ Common exam trap

CompTIA often tests the distinction between best practices and common pitfalls, so the trap here is that candidates may confuse beneficial actions (like explaining assumptions or providing context) with pitfalls, leading them to select those as wrong answers instead of recognizing them as correct practices.

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

Using misleading scales on charts

Using misleading scales on charts (e.g., truncating the y-axis or using non-zero baselines) distorts the visual representation of data, leading to incorrect interpretations. This violates the principle of data integrity in data visualization, as it can exaggerate or minimize trends, making it a common pitfall when communicating data insights.

Answer analysis

Option-by-option breakdown

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

  • Explaining assumptions clearly

    Why it's wrong here

    Clearly stating assumptions ensures transparency and is a best practice.

  • Using misleading scales on charts

    Why this is correct

    Manipulating scales can distort the data and mislead the audience.

  • Including a clear call to action

    Why it's wrong here

    A call to action guides the audience on next steps and is recommended.

  • Providing context for the data

    Why it's wrong here

    Context helps the audience understand the significance of the data; it is a good practice.

  • Overloading the audience with too many visuals

    Why this is correct

    Too many visuals can overwhelm and dilute the main message.

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Last reviewed: Jun 30, 2026

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