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DA0-001 · Question #292

DA0-001 Question #292: Real Exam Question with Answer & Explanation

The correct answer is A: Pie chart. {"question_number": 8, "question": "Most appropriate chart to compare average spending of active vs. inactive customers?", "correct_answer": "A. Pie chart", "explanation": "With only two categories (active and inactive), a pie chart effectively shows how total or average spending

Visualization

Question

Given the customer table below: Which of the following chart types is the most appropriate to represent the average spending of active customers vs. inactive customers?

Options

  • APie chart
  • BHeat graph
  • CScatter plot
  • DLine chart

Explanation

{"question_number": 8, "question": "Most appropriate chart to compare average spending of active vs. inactive customers?", "correct_answer": "A. Pie chart", "explanation": "With only two categories (active and inactive), a pie chart effectively shows how total or average spending is proportionally split between those two groups, giving a clear visual comparison of their relative magnitudes. Among the choices, it is the most appropriate: a heat graph (B) is used to show density or intensity patterns across many variables, a scatter plot (C) is for showing correlation between two continuous numeric variables, and a line chart (D) is best for showing trends over time. Note: in practice a bar chart is often preferred for comparing averages, but it is not among the options here.", "generated_by": "claude-sonnet", "llm_judge_score": 2}

Topics

#Chart types#Data visualization#Categorical data representation

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