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DA0-002 Data Analysis Practice Question

A dataset contains a feature with values ranging from 10 to 1000. The analyst applies min-max normalization to scale the feature between 0 and 1. What is the normalized value of 520?

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

0.515

Min-max normalization formula: (x - min) / (max - min) = (520 - 10) / (1000 - 10) = 510 / 990 = 0.515.

Answer analysis

Option-by-option breakdown

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

  • 0.515

    Why this is correct

    Calculation yields 0.515.

  • 0.510

    Why it's wrong here

    Incorrect subtraction or rounding.

  • 0.480

    Why it's wrong here

    Incorrect calculation.

  • 0.520

    Why it's wrong here

    Incorrect denominator.

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Written by Johnson Ajibi, MSc IT Security

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