Pandas Pivot Table: Create a Pivot table and find the maximum sale value of the items

Last update on April 04 2025 13:40:49 (UTC/GMT +8 hours)

11. Maximum Sale Value of Items

Write a Pandas program to create a Pivot table and find the maximum sale value of the items. Go to Excel data

Sample Solution:

Python Code :

import pandas as pd
import numpy as np
df = pd.read_excel('E:\SaleData.xlsx')
table = pd.pivot_table(df, index='Item', values='Sale_amt', aggfunc=np.max)
print(table)

Sample Output:

              Sale_amt
Item                  
Cell Phone     21600.0
Desk             625.0
Home Theater   47000.0
Television    113810.0
Video Games     5616.0                                     

Pivot Table:

Salesdata.xlsx:

For more Practice: Solve these Related Problems:

• Write a Pandas program to create a pivot table that calculates the maximum sale value for each item.
• Write a Pandas program to generate a pivot table from Salesdata.xlsx that aggregates the maximum sale amount per item.
• Write a Pandas program to build a pivot table to determine the highest sale value recorded for every item category.
• Write a Pandas program to create a pivot table that displays the maximum sale price of each item, then sort the results in descending order.

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