Testing new code for figure 1 - not using as.vector

[gharrington2]

I have added in new code for figure 1 and have commented out the previous code

This code should only be approved if you can run the script further than figure 1

• I have been able to run the script past figure 1 (i.e. error message is for figure 2 or further on)