From the Internet Policy Review, this article draws on the first comprehensive investigation into the uses of data analytics in UK public services, outlining developments and practices surrounding the upsurge in data-driven forms of what we term ‘citizen scoring’. This refers to the use of data analytics in government for the purposes of categorisation, assessment and prediction at both individual and population level.