The outcome of the UK’s referendum on EU membership came as a shock to most academic and policy experts. This column uses an extensive dataset of personality traits combined with socioeconomic data to show how the clustering of personality traits contributes to an understanding of the regional dispersion of the Brexit vote. Openness appears to be the trait that matters most – modest changes in this openness could actually have swung the vote across UK districts.