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Visualization and ReportingmediumMultiple ChoiceObjective-mapped

DA0-002 Visualization and Reporting Practice Question

A dashboard uses a heatmap to show sales density by hour and day of week. Users report that the color scale is confusing because some low values appear similar to high values. Which design change improves clarity?

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

Switch to a diverging color scale

Using a diverging color scale with a neutral midpoint improves differentiation between low, medium, and high values. A sequential scale may still cause confusion. Increasing color steps or using a single hue does not address the issue.

Answer analysis

Option-by-option breakdown

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

  • Use a sequential color scale with more contrast

    Why it's wrong here

    Sequential scale may not highlight low vs high as well as diverging.

  • Increase the number of color steps

    Why it's wrong here

    More steps can still appear similar if the scale is sequential without a clear midpoint.

  • Switch to a diverging color scale

    Why this is correct

    Diverging scale uses two contrasting colors from a midpoint, making differences more apparent.

  • Change to a single hue gradient

    Why it's wrong here

    Single hue can be even harder to differentiate across the range.

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

This DA0-002 practice question is part of Courseiva's free CompTIA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the DA0-002 exam.