python data analysis tips boxenplot how when why to use a boxenplot

With Python, learn to use the boxenplot() in seaborn and a modern combination of a box and histogram() plot. learn when, why, and how to use the boxen plot to the fullest in your analyses. Boxenplot() are a great middle ground between the generalization of the boxplot mix with the detail from a histogram().

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control the k_depth and showfilers arguments of the boxenplot in seaborn

the k_depth argument controls the number of boxes created in the seaborn boxeplot(). this can help your data analysis to understand because it by default allows you to control how the boxes control the percentiles highlighted in your data analysis.

boxenplot in seaborn

boxenplot in seaborn

use the scale argument the in seaborn boxenplot() to give a perspective to the amount of data represented in each box of seaborns boxenplot() to aid in your data analysis