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Data AnalysiseasyMultiple ChoiceObjective-mapped

DA0-002 Data Analysis Practice Question

A data analyst calculates the mean, median, and mode of a dataset. Which of the following measures of central tendency is least affected by extreme outliers?

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

Median

The median is resistant to outliers because it is the middle value, whereas the mean is pulled by extreme values and the mode may not be affected but is less robust for continuous data.

Answer analysis

Option-by-option breakdown

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

  • Median

    Why this is correct

    The median is not affected by extreme values.

  • Range

    Why it's wrong here

    Range is highly affected by outliers.

  • Mode

    Why it's wrong here

    The mode may remain unchanged but is not a robust measure for numeric data with outliers.

  • Mean

    Why it's wrong here

    The mean is sensitive to outliers.

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

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