Outcome 3 focuses on analysing collected data to extract insights. (a) Prepare and pre-process data for analysis  There were several aspects of data cleaning undertaken during the investigation. Firstly, data formats were standardised to ensure these would not cause an issue during the data analysis stage. The submission date column was altered to specify year,

Outcome 2 focuses on the collection of data safely and securely.  (a) Identify the data required, and appropriate sources, for the chosen approach  Several open-source datasets relate to the gender pay gap, including the Office for National Statistics (2022) dataset. The UK government provides datasets monitoring the gender pay gap (UK Government, 2023). Kaggle provides