MULTIDATA will contribute to EU leadership in the transition from analog or textual approaches to digital, audiovisual, and statistical skills for the study of language, communication, cognition, and their technological and social applications. We will build an online service to obtain speech and gesture data from video files, offer didactic and learning resources, create an EU-led global community for multimodal data science, and raise awareness of the social implications of multimodality.