Seaborn

Question 1

import seaborn library

Answer 1

import seaborn as sns

Question 2

Use a heatmap to visualize missing data

Answer 2

sns.heatmap(df.isnull(), cbar=False)

Question 3

Creating a distribution plot

Answer 3

sns.distplot(titanic[‘Fare’])

Question 4

Creating a kernel density plot with shading underneath the curve

Answer 4

sns.kdeplot(titanic[‘Fare’], shade=True)

Question 5

Removing the spines

Answer 5

sns.despine(left=True, bottom=True)
# the top and right spines are absent by default