This tutorial shows how to do a visual analysis and basic statistical analysis of the data in the Linked Open Piracy data set. It makes use of the SPARQL Package for R and the ggmap package. For another tutorial of how to use the SPARQL Package, in combination with the sp package for spatial processing, check out the deforestation tutorial.