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DA0-002 Data Analysis Practice Question

A data analyst is reviewing a dataset containing house prices. The mean price is $350,000 and the median is $280,000. Which of the following best describes the distribution of house prices?

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

The distribution is right-skewed.

When the mean is greater than the median, the distribution is right-skewed (positively skewed) because higher values pull the mean upward.

Answer analysis

Option-by-option breakdown

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

  • The distribution is right-skewed.

    Why this is correct

    Correct: Mean > median indicates right skew.

  • The distribution is symmetric.

    Why it's wrong here

    Symmetric would have mean ≈ median.

  • The distribution is left-skewed.

    Why it's wrong here

    Left-skewed would have mean < median.

  • The distribution is bimodal.

    Why it's wrong here

    Skewness does not imply bimodality.

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