Geek: Application to analyze word frequencies in your iTunes library

You all know I enjoy music a lot. I tend to go through phases with particular genres, but love music of all types. Recently I found myself wondering: what words occur the most frequently in the music that I listen to? I had some guesses, but wanted to do a proper in-depth analysis.

I call this little app "LyricsHistogram." It does the following: