Artefact: Collaborative Learning Discussion Forum 2

This exercise underlined the importance of ethics in data analysis, with practical steps to ensure transparency and reproducibility in statistical practices. The contribution of peers was important. I note that there was limited discussion on how to handle corporate pressures or conflicts of interest. The discussion could benefit from more real-world examples.