Pandas Excel: Find the sum, mean, max, min value of given column

Last update on April 04 2025 13:41:05 (UTC/GMT +8 hours)

4. Aggregate Production Column Statistics

Write a Pandas program to find the sum, mean, max, min value of 'Production (short tons)' column of coalpublic2013.xlsx file. Go to Excel data

Sample Solution:

Python Code :

import pandas as pd
import numpy as np
df = pd.read_excel('E:\coalpublic2013.xlsx')
print("Sum: ",df["Production"].sum()) 
print("Mean: ",df["Production"].mean())
print("Maximum: ",df["Production"].max())
print("Minimum: ",df["Production"].min()) 

Sample Output:

Sum:  27854323
Mean:  557086.46
Maximum:  7602722
Minimum:  0	                                       

Excel Data:

coalpublic2013.xlsx:

For more Practice: Solve these Related Problems:

• Write a Pandas program to import coalpublic2013.xlsx and compute the sum of the 'Production (short tons)' column.
• Write a Pandas program to read an Excel file and calculate the mean value of 'Production (short tons)'.
• Write a Pandas program to find the maximum and minimum values of 'Production (short tons)' in coalpublic2013.xlsx.
• Write a Pandas program to generate a summary that includes the sum, mean, max, and min of 'Production (short tons)' from the Excel data.

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

Previous: Write a Pandas program to read specific columns from a given excel file.
Next: Write a Pandas program to insert a column in the sixth position of the said excel sheet and fill it with NaN values.