Dr Patrick Ballantyne BSc (Hons), MSc, PhD Postdoctoral Research Associate, Geographic Data Science Geography and Planning Work email P.Ballantyne@liverpool.ac.uk Personal Websitehttps://patrickballantyne.github.io/ About Research Publications Research Retail Geography, High Streets and Consumer Behaviour Social and Spatial Inequalities, Equity, Accessibility Big Datasets: Location, Mobility, Transactional