This document explores the research question of whether the average self-reported weekly income differs between male and female full-time workers in Sydney. It includes steps to graph the income distributions, choose the appropriate statistical test, and analyze the results. The document also discusses the use of logarithm transformed values of income and the option of conducting a non-parametric hypothesis test.