This document describes the Data Privacy Vocabulary (DPV), which is being developed by a W3C Community Group to create taxonomies for terms related to privacy and data protection. The DPV models categories of personal data, purposes for data processing, technical and organizational measures, legal bases for processing, and other entities. The vocabulary is serialized in RDF, RDFS, and OWL. The DPV is meant to help represent policies, consent, and document personal data handling in compliance with regulations like the GDPR. The community group is expanding the vocabularies and welcoming feedback through GitHub and mailing lists.