99 citations · 387 across the 20 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.HC2020★ 1 cited
Gemini: A Grammar and Recommender System for AnimatedTransitions in Statistical Graphics
Younghoon Kim, Jeffrey Heer
Animated transitions help viewers follow changes between related visualizations. Specifying effective animations demands significant effort: authors must select the elements and pr…
cs.LG2020★ 4 cited
CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis
Ge Zhang, Mike A. Merrill, Yang Liu +2
Large scale analysis of source code, and in particular scientific source code, holds the promise of better understanding the data science process, identifying analytical best pract…
cs.HC2020★ 80 cited
Boba: Authoring and Visualizing Multiverse Analyses
Yang Liu, Alex Kale, Tim Althoff +1
Multiverse analysis is an approach to data analysis in which all "reasonable" analytic decisions are evaluated in parallel and interpreted collectively, in order to foster robustne…