Easing Learners into Data Science via Visualization of Concepts and Computations. - Lovisa Sundin (ICER, 2018)

Data Science Education: Global Perspectives and Convergence. - Rajendra K. Raj; Allen Parrish; John Impagliazzo; Carol J. Romanowski; Sherif Aly Ahmed 001; Casey C. Bennett; Karen C. Davis; Andrew D. McGettrick; Teresa Susana Mendes Pereira; Lovisa Sundin (ITiCSE, 2019)

An Empirical Approach to Understanding Data Science and Engineering Education. - Rajendra K. Raj; Allen Parrish; John Impagliazzo; Carol J. Romanowski; Sherif G. Aly 001; Casey C. Bennett; Karen C. Davis; Andrew D. McGettrick; Teresa Susana Mendes Pereira; Lovisa Sundin (ITiCSE-WGR, 2019)

Is it feasible to teach query programming in three different languages in a single session?: A study on a pattern-oriented tutorial and cheat sheets. - Lovisa Sundin; Quintin I. Cutts (UKICER, 2019)

Experience report: thinkathon - countering an 'i got it working' mentality with pencil-and-paper exercises. - Quintin I. Cutts; Matthew Barr; Mireilla Bikanga Ada; Peter Donaldson; Steve Draper; Jack Parkinson; Jeremy Singer; Lovisa Sundin (Inroads, 2019)

Cheat Sheets for Data Visualization Techniques. - Zezhong Wang 001; Lovisa Sundin; Dave Murray-Rust; Benjamin Bach (CHI, 2020)

Investigating the Utility of Graphics in Teaching Data Wrangling. - Lovisa Sundin (ICER, 2020)

Visual recipes for slicing and dicing data: teaching data wrangling using subgoal graphics. - Lovisa Sundin; Nourhan Sakr; Juho Leinonen 001; Sherif G. Aly 001; Quintin I. Cutts (Koli Calling, 2021)

Introducing Data Wrangling using Graphical Subgoals - Findings from an e-Learning Study. - Lovisa Sundin; Quintin I. Cutts (L@S, 2021)

Graphical scaffolding for the learning of data wrangling APIs. - Lovisa Sundin (2022)