This article focuses on the existence of a possible data divide in the context of growing digitalization. The Open Papers project helps shine a light on social inequality derived from an inaccurate datafication of the environment. What urban problems are left out of decision-making processes due to a lack of information? How can citizens generate data without using complex technologies through processes of collective capture?