Regresión con otros tipos de gráficos usando joinplot() y pairplot() —

• 0:00 min | Última modificación: Octubre 13, 2021 | [YouTube]

import matplotlib.pyplot as plt
import seaborn as sns

tips = sns.load_dataset("tips")

tips.head()

	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

#
# Uso de joinplot()
#
sns.jointplot(
    x="total_bill",
    y="tip",
    data=tips,
    kind="reg",
)

plt.show()

#
# Uso de pairplot()
#
sns.pairplot(
    tips,
    x_vars=["total_bill", "size"],
    y_vars=["tip"],
    height=5,
    aspect=0.8,
    kind="reg",
)

plt.show()

sns.pairplot(
    tips,
    x_vars=["total_bill", "size"],
    y_vars=["tip"],
    hue="smoker",
    height=5,
    aspect=0.8,
    kind="reg",
)

plt.show()