This is MagIC - NOVA IMS Dataverse Collection.The Information Management Research Center (MagIC) is the research center of the Nova Information Management School (NOVA IMS), the School of Information Management and Data Science at the NOVA University of Lisbon, one of the most prestigious Portuguese public higher education institutions, where the mission is to serve society at local, regional and global levels, fostering the advancement and understanding between cultures, societies, and people, through the dissemination of knowledge through excellence in teaching, research, and services for the community. Based in Lisbon, MagIC has over 80 researchers organized in 4 research streams - Data Science, Information Systems, Geoinformatics, and Data-driven Marketing - focusing on using information to target the resolution of problems that affect organizations and society, with its activity largely supported by responsible and internationally relevant collaborative partnerships.