How to choose the bins of a histogram?

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Histograms are a very useful tool when we want to give a quick sight to the shape of our data. However, we always have to choose the right number of bins.

What is a histogram?

A histogram is a representation of the probability distribution of a dataset. Given a bin width, the range of the variable is split into non-overlapping intervals of that width and…