Axes of plot 

Hello, 

First of all, thank you for this tutorial! 

I have a question about the label axis of the plot, when you plot the distribution of X1 and X2 (and subsequent plots), I don't understand why Y is on the x-axis and X on the y-axis, shouldn't it be the other way around, or have I misunderstood?  