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Visualization and ReportinghardMultiple ChoiceObjective-mapped

DA0-002 Visualization and Reporting Practice Question

An analyst creates a dashboard with a large amount of decorative graphics and background images. According to CompTIA Data+, which design principle is being violated?

⚠ Common exam trap

Test-takers frequently confuse 'decorative graphics' with 'visual hierarchy' or 'color coding,' but CompTIA Data+ specifically tests the data-ink ratio as a principle for minimizing non-data elements to enhance readability.

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

Data-ink ratio

The data-ink ratio, a concept from Edward Tufte, states that a visualization should maximize the proportion of ink used to represent actual data relative to total ink used. By adding excessive decorative graphics and background images, the analyst reduces this ratio, making the dashboard less efficient and potentially obscuring the data. CompTIA Data+ emphasizes minimizing non-data ink to improve clarity and insight extraction.

Answer analysis

Option-by-option breakdown

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

  • Visual hierarchy

    Why it's wrong here

    Visual hierarchy prioritizes important elements, not the amount of ink.

  • Data-ink ratio

    Why this is correct

    The data-ink ratio is reduced by unnecessary decorative elements.

  • Appropriate precision

    Why it's wrong here

    Precision relates to number formatting, not decorative elements.

  • Consistent color coding

    Why it's wrong here

    Color consistency is not directly related to decorative graphics.

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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.