The Data Cards Playbook is a collection of participatory activities and resources to help dataset creators adopt a people-centric approach to transparency in dataset documentation. The Playbook helps interdisciplinary teams build a shared understanding of transparency and create Data Cards to address the unique information needs of diverse stakeholders.