In April 2014, FiveThirtyEight published a statistical analysis of the paintings of Bob Ross. Journalist Walt Hickey hand-coded hundreds of pieces of art in order to identify common themes. If that sounds like too much hard work, statistics PhD student Samantha Tyner describes an alternative machine-led approach that could make future art analysis a little bit easier.