Eye-popping bubbles

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Representing quantitative information meaningfully raises two fundamental questions: how are the data encoded visually, and how is this encoding perceived—quantitatively, that is—by the audience? As a rule, encoding a quantitative variable by the size of a circle is ineffective, for at least two reasons.