Pandas Pivot Titanic: Find survival rate by gender

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. Go to Editor

Sample Solution:

Python Code :

import pandas as pd
import numpy as np
df = pd.read_csv('titanic.csv')
result=df.groupby('sex')[['survived']].mean()
print(result)

Sample Output:

	        survived
sex             
female  0.742038
male    0.188908                                       

Python Code Editor:

Pivot Titanic.csv:

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