Data and code to run analysis included in this paper. DASHBOARD_27_2_21.csv consists of data downloaded from the UK Covid-19 Dashboard on 27th February 2021. The R_number.csv file was obtained from the UKHSA on 19th January 2022. The data remains the property of those from whom it was obtained.