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A bar graph is ideal for displaying categorical data, where each category represents a distinct group. Examples include survey results showing favorite fruits, sales figures for different products, or the number of students in various classes. It effectively compares the size or frequency of each category, making it easy to visualize differences. Additionally, bar graphs can represent both nominal and ordinal data.

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