Territories are both a social construct and a materiality observed by different disciplinary fields. This broad interdisciplinarity is a difficult, yet necessary, pioneer front. Another frontier to be crossed is the all too frequent gulf between researchers and the actors of territorial development. Territorial data are a field that offers opportunities for fertile debate. The second international Collège international des sciences du territoire (CIST) conference aimed to clear new and uncharted ground in this area.