The case of Algeria, a palimpsest of overlapping Berber, Roman, Arab, Ottoman, and French legacies, highlights the problematic nature of colonized archives and the question of what decolonizing data means in such a context. In this talk, I extend arguments for archival decolonization to the age of big data by offering a definition of restorative data justice and presenting two methods by which we may begin this work.