Pandas Pivot Table: Create a Pivot table and find the region wise Television and Home Theater sold

Last update on December 21 2024 07:52:16 (UTC/GMT +8 hours)

Write a Pandas program to create a Pivot table and find the region wise Television and Home Theater sold. Go to Excel data

Sample Solution:

Python Code :

import pandas as pd
df = pd.read_excel('E:\SaleData.xlsx')
table = pd.pivot_table(df,index=["Region", "Item"], values="Units")
print(table.query('Item == ["Television","Home Theater"]'))

Sample Output:

                          Units
Region  Item                   
Central Home Theater  53.000000
        Television    55.333333
East    Home Theater  46.800000
        Television    65.000000
West    Home Theater  32.000000
        Television    44.000000                                       

Pivot Table:

Salesdata.xlsx:

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