Pandas Pivot Titanic: Compute survival totals of all classes along each group

Last update on December 21 2024 07:52:24 (UTC/GMT +8 hours)

Write a Pandas program to create a Pivot table and compute survival totals of all classes along each group. Go to Editor

Sample Solution:

Python Code :

import pandas as pd
import numpy as np
df = pd.read_csv('titanic.csv')
result = df.pivot_table('survived', index='sex', columns='class', margins=True)
print(result)

Sample Output:

class      First    Second     Third       All
sex                                           
female  0.968085  0.921053  0.500000  0.742038
male    0.368852  0.157407  0.135447  0.188908
All     0.629630  0.472826  0.242363  0.383838           

Python Code Editor:

Pivot Titanic.csv:

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