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Drawing a Boxplot With Pandas

Introduction A Boxplot is a graphical representation of a data distribution in a dataset based on a five-number summary which are the minimum, maximum, median (50th percentile), first quartile (25th percentile) and third quartile (75th percentile). It was introduced by John Tukey in his classic