4.2.2 Boxplot
In descriptive statistics, a box plot or boxplot is a method for graphically depicting groups of numerical data through their quartiles.
Box plot describes data distribution with 5 measures. Generally, these five numbers illustrate a lot of information about the distribution of a variable.

minimum (Q1 - 1.5 * IQR)
first quartile (Q1/ 25th percentile),
median (50th percentile)
third quartile(Q3 / 75th percentile)
maximum. (Q1 + 1.5 * IQR)
sns.set(style="ticks",font_scale=1.3 )
​sns.boxplot(x="day", y="total_bill", hue="smoker", palette=["b", "c"], data=tips) sns.despine(offset=5, trim=True)plt.legend(bbox_to_anchor=(1.05, 1), loc=2)

sns.boxenplot(x="day", y="total_bill", hue="time", palette=["b", "r"], data=tips)
sns.despine(offset=10, trim=True)plt.legend(bbox_to_anchor=(1.05, 1), loc=2)

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