This article focuses on the political potential of self-tracking communities, such as the Quantified Self: can they be thought of as new forms of publics? Could they offer opportunities to discuss, deliberate and help organise the future of the welfare state, influence legislation around health and other personal data ownership or legislation regarding privacy?