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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