Introduction

This project was completed for a Data Science course at General Assembly in August 2018. The aim was to choose a project that could potentially be solved by data. IPython (Jupyter) notebooks were used to import and clean the data, with a lot of data parsing required for this project and perform the modelling and visualisations. This document is not meant to be a formal academic report, rather just an informal presentation of the findings.