This repository contains utility functions for the MBA dissertation by Grahn and Martins (2021). These functions can be used to reproduce the research, or extend the research by analyzing even more data.
R was used for graph generation and for DEA calculations because Python lacked DEA support and did not have as good graph support.
Most of the other scripts are in Python in the slack_export_parsing repository.
The actual data collected for the dissertation is available in anonymous form in all_teams.txt and all_teams_corr.txt.
The dea.R script is for comparing team efficiencies through DEA.
The correlations.R script is for generating correlation matrices.
The pair_plot.R script is for generating pair plots.
The t_test.R script is for doing a t test.
The wilcox.R script was not used in the research but can be used for doing a Wilcoxon rank sum and signed rank test.