Pandas Pivot Titanic: Find survival rate by gender on various classes

Last update on December 21 2024 07:52:28 (UTC/GMT +8 hours)

Write a Pandas program to create a Pivot table and find survival rate by gender on various classes. 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')
print(result)

Sample Output:

class      First    Second     Third
sex                                 
female  0.968085  0.921053  0.500000
male    0.368852  0.157407  0.135447	                                       

Python Code Editor:

Pivot Titanic.csv:

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