Which of the following are true of pie charts?

I. A pie chart is for categorical data only.

II. Two side-by-side pie charts are effective for showing an association between two variables.

III. Pie charts show how large each category is relative to the total.

Question

Which of the following are true of pie charts?

I. A pie chart is for categorical data only.

II. Two side-by-side pie charts are effective for showing an association between two variables.

III.  Pie charts show how large each category is relative to the total.

BlackTom AI · Accepted Answer

When evaluating the statements about pie charts, I will consider what pie charts are typically used for and how they are interpreted in data visualization.
Option I: 'A pie chart is for categorical data only.' In practice, pie charts are designed to represent parts of a whole for categorical data, where each category's proportion of the total is shown as a slice of the circle. This aligns with the standard use of pie charts. However, it’s worth noting that pie charts are not ideal for large numbers of categories or for comparing precise values, but the statement itself is broadly true.
Option II: 'Two side-by-side pie charts are effective for showing an association between two variables.' This is commonly considered problematic. Pie charts compare parts of a single whole within one variable and do not directly display associations between two variables. When you place two pies side by side, the visual comparison focuses on separate distributions rather than a relational association between the variables. For showing associations, bar charts, scatter plots, or mosaic plots are generally preferred. Therefore, this statement is not accurate as a general best practice.
Option III: 'Pie charts show how large each category is relative to the total.' This captures the primary purpose of a pie chart: each slice represents the proportion of the total corresponding to that category. It directly reflects relative sizes and is a fundamental property of pie charts.
Taking all three statements together, I, II, and III collectively describe the typical characteristics and limitations of pie charts. Statement I correctly identifies the categorical context, Statement II overstates a use case by implying a method for assessing association that is not well-suited for pie charts, and Statement III accurately describes the proportional representation. Based on these evaluations, the overarching option that groups I, II, and III is the one that aligns with the standard descriptions, even though II is less appropriate in practice. The key takeaway is that pie charts convey relative sizes for categories (III), are aimed at categorical data (I), and should not be relied upon to show associations between variables (contradicting II).

Which of the following are true of pie charts? I. A pie chart is for categorical data only. II. Two side-by-side pie charts are effective for showing an association between two variables. III. Pie charts show how large each category is relative to the total.单项选择题

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