Maps, diagrams, illustrations, and other visual materials have long been part of cultural institutions, as well as the academic disciplines of the arts, sciences, and humanities. In the past several years, these visual materials have been increasingly centred on quantitative data, with sensors, geotags, social networks, and “big data” now occupying the forefronts of research and public engagement. With this use of quantitative data comes the need for more sophisticated and adequate visual representations, particularly through the field of information visualization (i.e., infovis). In this paper, I explore five ways in which infovis can enrich the visual culture of libraries, museums, and the academy