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Pandas Pivot Table: Create a Pivot table and find the total sale amount region wise, manager wise

Pandas: Pivot Table Exercise-2 with Solution

Write a Pandas program to create a Pivot table and find the total sale amount region wise, manager wise. 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 = ["Region","Manager"], values = ["Sale_amt"],aggfunc=np.sum))

Sample Output:

                 Sale_amt
Region  Manager          
Central Douglas  124016.0
        Hermann  365108.5
        Martha   199690.0
        Timothy  140955.0
East    Douglas   48204.0
        Martha   272803.0
West    Douglas   66836.0
        Timothy   88063.0

Pivot Table:

Salesdata.xlsx:


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Previous: Write a Pandas program to create a Pivot table with multiple indexes from a given excel sheet (Salesdata.xlsx).
Next: Write a Pandas program to create a Pivot table and find the total sale amount region wise, manager wise, sales man wise.

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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