···4747 The re-analysis is conducted on the data provided in the
4848 paper\cite{dong2018methods}, using Python in conjunction with packages such as
4949 pandas, matplotlib, numpy and seaborn, to process and visualise the data. As
5050- aformentioned, only spatial data and the variables mentioned above are
5050+ aforementioned, only spatial data and the variables mentioned above are
5151 considered, for the reference days and the change occuring Day 62 (day of
5252 first socially disruptive event). The distribution of the difference between
5353 the reference period and Day 62 is visualised by plotting a histogram for each