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Data Concepts and EnvironmentsmediumMultiple SelectObjective-mapped

DA0-002 Data Concepts and Environments Practice Question

Which TWO of the following are examples of quantitative data? (Choose TWO.)

⚠ Common exam trap

A common mix-up: candidates confuse ordinal data (like customer satisfaction ratings) with quantitative data because the categories have an order, but they are still qualitative since the values are not numeric measurements.

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

Age in years

Age in years is a numerical measurement that can be counted or measured on a ratio scale, making it quantitative data. Quantitative data represents quantities that can be expressed numerically and subjected to mathematical operations, such as calculating the average age of a group.

Answer analysis

Option-by-option breakdown

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

  • Product color

    Why it's wrong here

    Color is a category, not numeric.

  • Age in years

    Why this is correct

    Age is a numeric, quantitative variable.

  • Customer satisfaction rating (Poor, Fair, Good)

    Why it's wrong here

    Ordinal categorical, not numeric.

  • Country of origin

    Why it's wrong here

    Country is a categorical, qualitative variable.

  • Shoe size

    Why this is correct

    Shoe size is numeric (though sometimes treated as ordinal, it is quantitative).

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