In this analysis we included journeys taken by bus. In reality commuters do no influence the route that the bus takes and bus routes are
often not distance optimised. However as the purpose of this analysis was to examine the implications of the simplifying assumptions
commonly used when modelling routes using GIS, bus trips were retained to specifically investigate the utility of estimating shortest
routes for bus commuters.