Before delving into the analysis, it is essential to comprehend the gender pay gap data being used in the investigation. The data includes job roles, industries, and organisational sizes. Statistical analysis Statistical methods can provide valuable insights into the gender pay gap data. This can be used to examine the trends in the gender pay

General starter file There were several steps to preparing the general starter file for analysis. This included changing the format of several columns, such as the due date column, to a year format. The quartile data columns needed to be changed to 0 decimal place. It was also important to remove any unnecessary data completed

The quality and reliability of datasets play a crucial role in the success of any project. Datasets are not immune to bias and quality issues, and if not dealt with, these can have consequences for data analysis. Data Bias Bias in datasets refers to unfair or unrepresentative elements that can skew the results. It can

All datasets needed to be uploaded to OneDrive. This is something I am familiar with and I had no issue in utilising OneDrive as required. It is vital to store datasets securely when using these for analysis. As good practice, ensuring data is stored and only accessible by those who require it again follows the