These types of diagram show a visual representation of the distribution of the data. A histogram is an easy method to convey an array of data. In the example seen above one is easily able to see where the distribution of data lies for the information that is being conveyed.
https://visualization.hpc.mil/wiki/Paraview_Histogram
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