State of the Union Text Clustering

Description: this repo is a text clustering project using the Presidential State of the Union addresses as the document corpus. The project utilizes the R language is R Markdown as a publish format. The project exists in 2 parallel iterations.

• Script: the R script version consists of 3 files: preprocess.R, eda.R, and cluster.R. They contain only the code necessary to replicate the subject of the analysis.
• Publication: the R Markdown file sotu_cluster.RMD contains the entire end-to-end analysis. The code consists entirely of code also available among the script files in addition to the analysis write-up. The published version of the final product is publically available at: RPubs.

Environment Notes: Though built to be platform agnostic via R, this analysis was developed on R 3.2.1 ("World-Famous Astronaut"), RStudio 0.99.442, and Windows 7.