Poster: A Topic Analysis of the R Programming Language

We leverage Latent Dirichlet Allocation to analyze R source code from 10,051 R packages in order to better understand the topic space of scientific computing. Our method is able to identify several generic programming concepts and, more importantly, identify concepts that are highly specific to scientific and high performance computing applications.