Here is the explanation for the preceding code.
This is the first plot:
- x='Sales' and y='Item' specifies that the categorical variable is on the y axis and the continuous variable is on the x axis, resulting in a horizontal plot
- kind='violin' specifies that it is a violin plot
- height=6 specifies the height of the plot as 6 inches
- aspect=1 means the width of the plot is the same as the height
This is the second plot:
- x='Item', y='Sales' specifies a regular vertical plot.
- hue='Promotion' specifies the hue variable as Promotion.
- hue_order=["Yes", "No"] specifies the order in which Promotion values are to be plotted.
- split=True is applicable only when the hue variable is binary, and specifies that each side of the violin should ...