Boxplots usando catplot() —#

0:00 min | Última modificación: Octubre 12, 2021 | [YouTube]

[1]:

import matplotlib.pyplot as plt
import seaborn as sns

[2]:

tips = sns.load_dataset("tips")
tips.head()

[2]:

	total_bill	tip	sex	smoker	day	time	size
0	16.99	1.01	Female	No	Sun	Dinner	2
1	10.34	1.66	Male	No	Sun	Dinner	3
2	21.01	3.50	Male	No	Sun	Dinner	3
3	23.68	3.31	Male	No	Sun	Dinner	2
4	24.59	3.61	Female	No	Sun	Dinner	4

[3]:

sns.catplot(
    x="day",
    y="total_bill",
    kind="box",
    data=tips,
)
plt.show()

../../_images/02_seaborn_notebooks_4-41_categorical_boxplots_3_0.png

[4]:

sns.catplot(
    x="day",
    y="total_bill",
    hue="smoker",
    kind="box",
    data=tips,
)
plt.show()

../../_images/02_seaborn_notebooks_4-41_categorical_boxplots_4_0.png

[5]:

tips["weekend"] = tips["day"].isin(["Sat", "Sun"])
sns.catplot(
    x="day",
    y="total_bill",
    hue="weekend",
    kind="box",
    dodge=False,
    data=tips,
)
plt.show()

../../_images/02_seaborn_notebooks_4-41_categorical_boxplots_5_0.png

[6]:

sns.catplot(
    y="day",
    x="total_bill",
    kind="box",
    data=tips,
)
plt.show()

../../_images/02_seaborn_notebooks_4-41_categorical_boxplots_6_0.png