I have been following plotly for a while ... haven't had public data that I can play with on this though ... anyway they have a blog post that is a compilation of the 4 deadly sins of data analysis. Do check it out!
http://blog.plot.ly/post/113557928802/four-mistakes-to-avoid-if-youre-analyzing-data
