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pathogens. + - JT Harvey, Applied Ergonomics, 2002. An analysis of the forces required to drag sheep over various surfaces. + - DW Ziegler et al., 2005, Reading Acquisition, Developmental Dyslexia, and Skilled Reading Across Languages: A Psycholinguistic Grain Size Theory. + +## Question 2 +Here we look at the data from *istherecorrelation.csv*. Below is given a scatter plot of the data, from which it appears that there is some positive correlation between the two variables. We can do further analysis by calculating the *Spearman correlation* for this data set which gives a value of 0.8 with a *p*-value of 0.001. This makes sense, judging from the plot there appears to be a clear positive relation between beer consumption in the Netherlands and *WO*. Although it should be noted that the plot is a bit deceiving because of the scale of the *y*-axis. So perhaps some further research is needed to make an actual statement about this data. +![alt text](plot.png) + +## Appendix A - Python code +``` +import matplotlib.pyplot as plt +import csv + +WO, beer = [], [] + +with open('istherecorrelation.csv', 'r') as file: + file = csv.reader(file, delimiter=';') + next(file) + for row in file: + temp = row[1].replace(',', '.') + WO.append(float(temp)) + beer.append(float(row[2])) + +plt.figure() +plt.xlabel('WO (x1000)') +plt.ylabel('NL beer consumption (x1000 hectoliter)') +plt.plot(WO, beer, marker='o', ls='') +plt.savefig('plot.png', dpi=300) +``` \ No newline at end of file