significant updates to the images, writing all of that into a function so that it's easily callable, rather than keeping it in the messy file. it's currently in the scratch function file that is in this commit. However, that will be deleted and merged with the normal function file once finished. That is so I don't have to comment it out to load the simulation file. fixed the dataframes so that they play nice with ggplot.