Creating intuitive and aesthetically pleasing visualizations and animations of small-to-moderate-sized graphs in the form of node-link diagrams is a common task across many fields, particularly in pedagogical settings. However, creating a graph visualization either requires users to manually construct a graph by hand or programming skills. We present ProtoGraph, an English-like programming language for non-expert users to rapidly specify and animate node-link graph visualizations. The language supports iterative prototyping, thereby allowing non-experts users to intuitively refine their graphs, and to easily create animated graphs. The key features of ProtoGraph include a web-based live coding interface, previews for the different states in an animated graph, integrated user documentation, and an active-learning style tutorial. We have integrated the ProtoGraph language into an open-source JavaScript graph visualization library for rendering and a graphical web interface for rapid prototyping. In a user study, we show that participants with varying coding experiences were able to quickly learn the ProtoGraph language and create real-world pedagogical visualizations, showing that ProtoGraph is easy to learn, efficient to use, and extensible.

Acknowledgements

This work was partly funded by NSF grant NCS-FO-2124179.