Please note, this is a STATIC archive of website www.w3resource.com from 19 Jul 2022, cach3.com does not collect or store any user information, there is no "phishing" involved.
w3resource

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

Pandas: Pivot Table Exercise-10 with Solution

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:


Have another way to solve this solution? Contribute your code (and comments) through Disqus.

Previous: Write a Pandas program to create a Pivot table and find the total sale amount region wise, manager wise, sales man wise.
Next: Write a Pandas program to create a Pivot table and find the maximum sale value of the items.

What is the difficulty level of this exercise?

Test your Programming skills with w3resource's quiz.



Python: Tips of the Day

Find current directory and file's directory:

To get the full path to the directory a Python file is contained in, write this in that file:

import os 
dir_path = os.path.dirname(os.path.realpath(__file__))

(Note that the incantation above won't work if you've already used os.chdir() to change your current working directory, since the value of the __file__ constant is relative to the current working directory and is not changed by an os.chdir() call.)

To get the current working directory use

import os
cwd = os.getcwd()

Documentation references for the modules, constants and functions used above:

  • The os and os.path modules.
  • The __file__ constant
  • os.path.realpath(path) (returns "the canonical path of the specified filename, eliminating any symbolic links encountered in the path")
  • os.path.dirname(path) (returns "the directory name of pathname path")
  • os.getcwd() (returns "a string representing the current working directory")
  • os.chdir(path) ("change the current working directory to path")

Ref: https://bit.ly/3fy0R6m