Countplot()

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

import matplotlib.pyplot as plt
import seaborn as sns

tips = sns.load_dataset("tips")

display(
    tips.head(),
    tips.tail(),
    tips.size,
)

	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

	total_bill	tip	sex	smoker	day	time	size
239	29.03	5.92	Male	No	Sat	Dinner	3
240	27.18	2.00	Female	Yes	Sat	Dinner	2
241	22.67	2.00	Male	Yes	Sat	Dinner	2
242	17.82	1.75	Male	No	Sat	Dinner	2
243	18.78	3.00	Female	No	Thur	Dinner	2

1708

#
# Gráfico básico de conteo por categoría
#
sns.countplot(
    x="smoker",
    data=tips,
)

plt.show()

#
# Separación por una categoría adicional
#
palette = {
    "Female": "blue",
    "Male": "red",
}

sns.countplot(
    x="smoker",
    hue="sex",
    palette=palette,
    data=tips,
)
plt.show()