By David Kahle, Ph. D. Candidate, Department of Statistics, Rice University Introduction The current work details some new methods for the visualization of spatial data in R using ggplot2 and applies the new methods to the analysis of violent crimes in downtown Houston, Texas. In particular, this article combines the power of ggplot2 and Google Maps to provide a nice exploratory analysis of hotspo