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Visual stories are an effective and powerful tool to convey specificinformation to a diverse public. Scrollytelling is a recent visual storytellingtechnique extensively used on the web, where content appears or changes asusers scroll up or down a page. By employing the familiar gesture of scrollingas its primary interaction mechanism, it provides users with a sense ofcontrol, exploration and discoverability while still offering a simple andintuitive interface. In this paper, we present a novel approach for authoring,editing, and presenting data-driven scientific narratives using scrollytelling.Our method flexibly integrates common sources such as images, text, and video,but also supports more specialized visualization techniques such as interactivemaps as well as scalar field and mesh data visualizations. We show thatscrolling navigation can be used to traverse dynamic narratives and demonstratehow it can be combined with interactive parameter exploration. The resultingsystem consists of an extensible web-based authoring tool capable of exportingstand-alone stories that can be hosted on any web server. We demonstrate thepower and utility of our approach with case studies from several of diversescientific fields and with a user study including 12 participants of diverseprofessional backgrounds. Furthermore, an expert in creating interactivearticles assessed the usefulness of our approach and the quality of the createdstories.

ScrollyVis: Interactive visual authoring of guided dynamic narratives for scientific scrollytelling