Pandas Pivot Table: Create a Pivot table and find the item wise unit sold

Last update on April 04 2025 13:40:53 (UTC/GMT +8 hours)

4. Item-Wise Units Sold

Write a Pandas program to create a Pivot table and find the item wise unit sold. Go to Excel data

Sample Solution:

Python Code :

import pandas as pd
import numpy as np
df = pd.read_excel('E:\SaleData.xlsx')
print(pd.pivot_table(df,index=["Item"], values="Units", aggfunc=np.sum))

Sample Output:

              Units
Item               
Cell Phone      278
Desk             10
Home Theater    722
Television      716
Video Games     395	                                       

Pivot Table:

Salesdata.xlsx:

For more Practice: Solve these Related Problems:

• Write a Pandas program to create a pivot table that calculates the total units sold for each item.
• Write a Pandas program to generate a pivot table with items as the index and units sold as values, using sum as the aggregation.
• Write a Pandas program to build a pivot table from Salesdata.xlsx that shows the unit sold per item and then sort the items by units sold.
• Write a Pandas program to create a pivot table to compute item-wise unit sales and then filter the results for items with units sold above a threshold.

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