Personalización de gráficos de regresión usando lmplot() —#

[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]:

#
# Tamaño
#
f, ax = plt.subplots(figsize=(5, 6))
sns.regplot(
    x="total_bill",
    y="tip",
    data=tips,
    ax=ax,
)
plt.show()

[4]:

#
# Número fijo de columnas
#
sns.lmplot(
    x="total_bill",
    y="tip",
    col="day",
    data=tips,
    col_wrap=2,
    height=4,
)

plt.show()

[5]:

#
# Relación de aspecto de la gráfica
#
sns.lmplot(
    x="total_bill",
    y="tip",
    col="day",
    data=tips,
    aspect=0.5,
)

plt.show()