CAP4936 In-class Activity 10

Developed a data preprocessing pipeline in R to clean, transform, merge, and analyse World Bank datasets using tidyverse. Implemented data tidying, feature engineering, missing value imputation, outlier treatment, and data transformation to produce analysis-ready datasets.

A tutorial of HTML R Markdown

One of football's oldest assumptions is that tackling is a defender's job. Midfielders break up play here and there, but the heavy lifting of tackling, in particular belongs to the back four. We tested that assumption against real 2025/26 A-League Men data, and the result wasn't what we expected.

The analysis script for the manuscript "Norms for a German version of the Phenomenological Control Scale: Measuring the capacity for creating and controlling experience."