Kelly Schultz is a Data Visualization Librarian at the University of Toronto. She helps faculty, staff, and students with understanding and applying data visualization best practices, preparing and cleaning data for visualization, choosing appropriate visualization forms and tools, etc. She previously worked as a Data & GIS Librarian at the University of British Columbia (UBC), and prior to that as a subject librarian for Engineering and Computer Science at the University of Oxford. She has a Bachelor of Applied Science (Computer Engineering) and a Master of Information, both from the University of Toronto.