EXTRACTING DATA FROM TITANIC DATASET IN SEABORN

Listing 5.34 displays the contents of seaborn_titanic.py that illustrates how to extract subsets of data from the Titanic dataset.

Listing 5.34: seaborn_titanic.py

import matplotlib.pyplot as plt
import seaborn as sns

titanic = sns.load_dataset("titanic")
print("titanic info:")
titanic.info()

print("first five rows of titanic:")
print(titanic.head())

print("first four ages:")
print(titanic.loc[0:3,'age'])

print("fifth passenger:")
print(titanic.iloc[4])

#print("first five ages:")
#print(titanic['age'].head())

#print("first five ages and gender:")
#print(titanic[['age','sex']].head())

#print("descending ages:")
#print(titanic.sort_values('age', ascending = False).head())

#print("older than 50:")
#print(titanic[titanic['age'] > 50])

#print("embarked (unique):")
#print(titanic...