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

Last update on December 21 2024 07:52:18 (UTC/GMT +8 hours)

Write a Pandas program to create a Pivot table and find the maximum and minimum 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, np.min])
print(table)

Sample Output:

                   amax     amin
              Sale_amt Sale_amt
Item                           
Cell Phone     21600.0   3375.0
Desk             625.0    250.0
Home Theater   47000.0   2000.0
Television    113810.0   8386.0
Video Games     5616.0    936.0                                       

Pivot Table:

Salesdata.xlsx:

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