Both growth and inequality in cities manifest themselves in terms of income, but also across major dimensions of people’s well-being, such as jobs and health. But a person’s zip code shapes much more of their life than their mere income. Life expectancies differ by almost 20 years across neighbourhoods in Baltimore (Baltimore City Health Department, 2015) or London (Cheshire, 2012).