Journal Article: Many Analysts, One Data Set: Making Transparent How Variations in Analytic Choices Affect Results

By interacting with this visualization, users will better understand the results of the original study, why these results matter within the game of soccer, and why these results matter outside of the game of soccer. The goal is to lead users to an ‘aha’ moment at the end and understand that bias is everywhere, uncertainty in data selection is to be expected at some level, and the data from this study shouldn’t be seen just as a condemnation of referees (or coders).