Pandas Pivot Table: Create a Pivot table and find the total sale amount region wise, manager wise, sales man wise
Write a Pandas program to create a Pivot table and find the total sale amount region wise, manager wise, sales man wise where Manager = "Douglas". 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","Manager","SalesMan"], values="Sale_amt")
print(table.query('Manager == ["Douglas"]'))
Sample Output:
Sale_amt Region Manager SalesMan Central Douglas John 41338.666667 East Douglas Karen 16068.000000 West Douglas Michael 33418.000000
Pivot Table:
Salesdata.xlsx:
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