This repository contains the code for the analyses presented in our article, "Beyond consistency: Contextual dependency of language style in monologue and conversation" (Müller-Frommeyer, Kauffeld, & Paxton, accepted, Cognitive Science).
The repository contains several analysis files, figures, an R markdown file, and a markdown file.
beyond_consistency.Rmd: R markdown with all data preparation, analysis, and visualization presented in our manuscript. Note that it includes some visualizations that are not included in the manuscript itself.beyond_consistency.md: A markdown file generated by the R markdown of the same name. We recommend that you open this version to view in your browser../scripts/bc-libraries_and_functions.R: Downloads and loads in necessary packages and libraries to run the R markdown. (This is included in the R markdown file and does not need to be run separately.)./figures: Contains recurrence plots for all monologues and conversations. The code to re-create them is included in the R markdown.
Anonymized LIWC outputs that are the basis for the calculations in the paper can be found at our OSF project: https://osf.io/3jx2g/
For best viewing in a browser, we recommend selecting beyond_consistency.md,
rather than the similarly named .Rmd file. (Analyses should be run using the
.Rmd file of the same name.) For those unfamiliar with R markdown, we
recommend taking a look at
RStudio's introduction to R markdown before
attempting to run the .Rmd file. (Be sure to download
RStudio first, if you do not already have it
installed on your machine.)