This repository contains supplementary material for the paper "A Tale of Four Cities: Exploring the Soul of State College, Detroit, Milledgeville and Biloxi" to enable the reader to reproduce the analysis.
- data-munging.R is an R script that contains the code for the initial data munging phase, starting from the original data files provided from the Knight Foundation. The data sets created by this R script are available in the data directory if you wish to proceed directly to the paper.R script.
- paper.R is an R script that contains the code that, after the initial data munging phase, produces all of the analysis.
- The data directory contains the data files provided from the Knight Foundation as well as our formatted data sets.
- The codebooks directory contains the codebooks provided by the Knight Foundation, as well as Table 1 from the paper outlining the variables we investigated.