This is an analysis of the movies data set from the ggplot2 package. The research was conducted by Ben Bailey, Brandon Coleman, Nick White, and Chris Wilhelm for a project in ST 597: An Intro the Statistical Data Analysis with R at the University of Alabama. Our goal for this analysis was to see what quantitative factors, if any, could improve a film's chances of receiving a high rating on the Internet Movie Database.