Using data from this FiveThirtyEight post (http://fivethirtyeight.com/datalab/opinions-about-the-iran-deal-are-more-about-obama-than-iran/), write code to calculate the correlation of the responses from the poll. Respond to the story in your PR. Is this a good example of data journalism? Why or why not?



In [1]:

    
import pandas as pd



In [2]:

    
df = pd.read_excel("fox_survey.xlsx")



In [3]:

    
df.head()









    Out[3]:






  
    
      
      Obama Approval
      Iran Agreement Confidence
      Favor Iran Deal
    
  
  
    
      Dem
      78
      29
      60
    
    
      Rep
      10
      4
      34
    
    
      Ind
      37
      15
      44
    
    
      Men
      41
      17
      46
    
    
      Women
      47
      17
      47



In [4]:

    
df.corr()









    Out[4]:






  
    
      
      Obama Approval
      Iran Agreement Confidence
      Favor Iran Deal
    
  
  
    
      Obama Approval
      1.000000
      0.936991
      0.766848
    
    
      Iran Agreement Confidence
      0.936991
      1.000000
      0.764880
    
    
      Favor Iran Deal
      0.766848
      0.764880
      1.000000



In [ ]:

	Obama Approval	Iran Agreement Confidence	Favor Iran Deal
Obama Approval	1.000000	0.936991	0.766848
Iran Agreement Confidence	0.936991	1.000000	0.764880
Favor Iran Deal	0.766848	0.764880	1.000000