Python for MBA's- Correlation using Python

Method 1: Using Numpy Library

import numpy as np
advt=[5,10,15,20,25]

sales=[40,60,80,100,120]

a=np.corrcoef(advt,sales)

print(a)

Ans:

[[1. 1.]
 [1. 1.]]

Method 2: Using Scipy library

Problem2: Find the correlation between share volume of  Ajit 

industries and market volume of a sensex. The data is given below:

share volume : 25,35,28,22,34,32

Market volume: 35,55,42,36,45,41

Solution:

Coding:

import numpy as np

from scipy.stats import pearsonr

sharevolume=[25,35,28,22,34,32]

marketvolume=[35,55,42,36,45,41]

pearsonr(sharevolume,marketvolume)

Output

(0.8440172720849535, 0.034598339542112846)