Hi all –
Sorry for the delay in posting this. Below are links to the R packages for text mining and topic modeling that I used for my project. In the topic modeling package I used the LDA with Gibbs sampling function.
Finally here is the powerpoint with the initial results of my analysis. It has all of the images in case you want to take a second look:
Thanks to everyone for participating in the discussion and offering great new ideas!