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Yes. For example, if at least a quarter of the observations were all equal to the minimum then the left whisker would collapse into the left side of the box. Similarly, if a quarter of the observations were equal to the maximum, the right whisker would not appear.

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Q: Can a box plot have no whiskers?
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