1 citations · 2 across the 2 of their papers we have counts for
3 papers · 1 filter
Ptolemy: A Semantic Map of Exploratory Data Analysis
Dylan Wootton, Denny Bromley, Vidya Setlur
A central challenge in exploratory data analysis (EDA) is keeping track of what has already been examined in order to decide what to analyze next. In practice, analysts often run d…
Charting EDA: Characterizing Interactive Visualization Use in Computational Notebooks with a Mixed-Methods Formalism
Dylan Wootton, Amy Rae Fox, Evan Peck +1
Interactive visualizations are powerful tools for Exploratory Data Analysis (EDA), but how do they affect the observations analysts make about their data? We conducted a qualitativ…
Animated Vega-Lite: Unifying Animation with a Grammar of Interactive Graphics
Jonathan Zong, Josh Pollock, Dylan Wootton +1
We present Animated Vega-Lite, a set of extensions to Vega-Lite that model animated visualizations as time-varying data queries. In contrast to alternate approaches for specifying…