Legal Notice

All datasets are the property of their respective owners (see references) and I do not claim ownership of this data that I have used in my analysis nor do I accept any responsibility for the accuracy of this information. All additional publicly available data that I have used as the basis for my analysis, comments, visualisations and/or conclusions have been used as is, with the exception of custom calculations where stated. 


Excel, Access, Microsoft SQL Server and Power BI are the copyright of Microsoft Corporation, Pandas is the copyright of Wes McKinney and all other software mentioned are the copyright of their respective owners.