This project is an in-depth analysis of Transport for London (TfL) passenger footfall data, submitted as the final coursework for the MTH6139 Time Series module at Queen Mary University of London. The primary goal was to apply statistical forecasting techniques to model historical trends and predict future passenger numbers.

The data we will be analysing today comes from TfL's large dataset on their website. I have chosen Chadwell Heath Station on the newly opened Elizabeth Line as this is one of my local stations that I use for commuting into London on a daily basis. The station has a long history as it is on the Great Eastern Mainline out from London Liverpool Street, it has been served by many different trains over the years and most recently been taken over by the Elizabeth Line in 2022 being part of a massive East-West network with trains from here going as far as Reading and Heathrow Airport.