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Data Acquisition and PreparationhardMultiple ChoiceObjective-mapped

DA0-002 Data Acquisition and Preparation Practice Question

A data analyst is writing a query to rank products by total sales amount within each category. They want ties to have the same rank and no gaps in the ranking sequence. Which window function should they use?

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

DENSE_RANK()

DENSE_RANK() assigns the same rank to ties and does not skip subsequent ranks. RANK() also assigns same rank to ties but skips numbers, creating gaps.

Answer analysis

Option-by-option breakdown

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

  • ROW_NUMBER()

    Why it's wrong here

    ROW_NUMBER() assigns a unique sequential number, ties would get different numbers.

  • DENSE_RANK()

    Why this is correct

    Correct. DENSE_RANK() gives same rank to ties and no gaps.

  • RANK()

    Why it's wrong here

    RANK() gives same rank to ties but leaves gaps.

  • NTILE()

    Why it's wrong here

    NTILE() divides rows into buckets, not ranking.

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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.