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Visualization and ReportingmediumMatchingObjective-mapped

DA0-002 Visualization and Reporting Practice Question

Match each data type to its example.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

Country of origin (e.g., USA, Canada)

Customer satisfaction rating (1-5)

Temperature in Celsius

Annual income in dollars

Gender (Male, Female, Other)

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

Nominal: Colors of cars (red, blue, green)

Nominal data are categories without order; ordinal data have ranked categories; interval data have equal intervals but no true zero; ratio data have equal intervals and a true zero. Common confusions include mistaking nominal for ordinal (e.g., gender) or interval for ratio (e.g., counts).

Answer analysis

Option-by-option breakdown

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

  • Nominal: Colors of cars (red, blue, green)

    Why this is correct

    Nominal data categorizes without order. Colors are categories with no inherent ranking.

  • Ordinal: Educational levels (high school, bachelor's, master's)

    Why this is correct

    Ordinal data has a meaningful order but unequal intervals. Educational levels have a clear hierarchy.

  • Interval: Temperature in Celsius (20°C, 25°C)

    Why this is correct

    Interval data has equal intervals but no true zero. Celsius has equal degree increments but 0°C does not mean absence of temperature.

  • Ratio: Height in centimeters (150 cm, 175 cm)

    Why this is correct

    Ratio data has equal intervals and a true zero. Height in cm has a meaningful zero point (no height).

  • Ordinal: Gender (male, female)

    Why it's wrong here

    Incorrect — gender is nominal, not ordinal, because it has no inherent order.

  • Interval: Number of siblings (0,1,2,3)

    Why it's wrong here

    Incorrect — number of siblings is ratio because it has a true zero (no siblings).

About these practice questions

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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.