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

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

12. Minimum Sale Value of Items

Write a Pandas program to create a Pivot table and find the 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.min)
print(table)

Sample Output:

              Sale_amt
Item                  
Cell Phone      3375.0
Desk             250.0
Home Theater    2000.0
Television      8386.0
Video Games      936.0                                       

Pivot Table:

Salesdata.xlsx:

For more Practice: Solve these Related Problems:

• Write a Pandas program to create a pivot table that computes the minimum sale value for each item.
• Write a Pandas program to generate a pivot table to summarize the lowest sale value per item from Salesdata.xlsx.
• Write a Pandas program to build a pivot table that extracts the minimum sale amount for each item and displays the result.
• Write a Pandas program to create a pivot table to display the minimum sale value of each item and then highlight the lowest values.

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