Devin Knight continues his Power BI custom visuals series:
In addition, to seeing where the high and low distribution of values are you will also find the Box and Whisker will provide:
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A count of values
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Maximum
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Minimum
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Average
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Median
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Range of values
A simple box and whisker chart goes a long way.