Hands-on - average, median, mode, standard deviation, variance, and Interquartile range

Rumman Ansari   Software Engineer   2023-02-22   189 Share
☰ Table of Contents

Table of Content:


Scenario

The following table lists the marks of students. Find the average, median, mode, standard deviation, variance, and Interquartile range mark of the class.

Name Marks
A 90
B 86
C 70
D 95
E 95
F 95
G 95

Solution in Python


from scipy import stats 
import numpy as np 
import statistics 
data ={"A": 90,"B": 86,"C":70,"D":95,"E":95,"F":95,"G":95} 
values = list(data.values()) 
print("Mean") 
print(np.mean(values)) 
print("Median") 
print(np.median(values)) 
print("Mode") 
print(statistics.mode(values)) 
print("Standard Deviation") 
print(np.std(values)) 
print("Variance") 
print(np.var(values)) 
print("range") 
print(stats.iqr(values))```