I have a post on my work-blog about why geeky-sounding data-modeling issues matter to even simple-looking data.  

The post uses some Oscar-award data as an example, as I just put together a Needle version of Oscar History, so if you ever wanted to be able to answer some obscure statistical question about the Oscars, now you can. (Or you can ask me, and I can...)