Box Plot, Python
import seaborn as sns
import matplotlib.pyplot as plt
%matplotlib inline
sns.boxplot(x="day", y="total_bill", data=tips,palette='rainbow') # box plot
sns.boxplot(x="day", y="total_bill", data=tips,palette='rainbow', orient='h')
# box plot in horizontal mode
sns.boxplot(x="day", y="total_bill", hue="smoker",data=tips, palette="coolwarm")
# box plot with simultabeous boxes for smoker categories
plt.show()