4 papers
Trade-offs in Data Color Palette Design Tools
Shiyi He, Andrew M McNutt
Designing a color palette for data requires designers to balance multiple constraints, including accessibility and aesthetics. Color palette tools support this process through feat…
Towards Scaling Qualitative Analysis of Video Data
Shiyi He
Scaling qualitative video analysis is difficult as studies grow. This paper presents QualiVision, a design probe examining how an interactive, spreadsheet-backed workspace can supp…
Reading Between the Curly Braces: On Textual Data Serialization Format Usability
Shiyi He, Zach Cutler, Andrew M. McNutt
Textual data serialization formats, such as JSON or XML, are ubiquitous, supporting tasks like software configuration and data tabularization. Despite their prominence, little is k…
How Wrangling Tools Shape Wrangling: A Technical Dimensions Analysis
Shiyi He, El Kindi Rezig, Paul Rosen +1
Wrangling consumes a disproportionate share of the effort associated with any data project. While a variety of tools support it, relatively little is known about how their differin…