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Data Concepts and EnvironmentshardMultiple SelectObjective-mapped

DA0-002 Data Concepts and Environments Practice Question

Which THREE of the following are properties of ratio data? (Choose THREE.)

⚠ Common exam trap

Candidates often confuse the 'meaningful zero' property with the ability to have negative values, or they think categorization is a defining feature of ratio data, when it is actually a property shared by all measurement scales.

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

Supports multiplication and division

Ratio data supports multiplication and division because it has a true, meaningful zero point that indicates the absence of the measured attribute. This allows ratios to be computed (e.g., one value is twice another), which is a defining property of ratio scales in measurement theory.

Answer analysis

Option-by-option breakdown

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

  • Data can be categorized into groups

    Why it's wrong here

    Categorization is a property of nominal/ordinal data, not specific to ratio.

  • Allows negative values

    Why it's wrong here

    True zero implies no negative values (e.g., weight cannot be negative).

  • Supports multiplication and division

    Why this is correct

    Ratio data allows meaningful ratios (e.g., twice as heavy).

  • Intervals between values are equal

    Why this is correct

    Equal intervals allow arithmetic operations.

  • Has a meaningful zero point

    Why this is correct

    A true zero indicates absence of the attribute.

About these practice questions

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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.