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09/18/2023
How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study
Data analysis is challenging as analysts must navigate nuanced decisions...
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08/28/2023
Too Many Cooks: Exploring How Graphical Perception Studies Influence Visualization Recommendations in Draco
Findings from graphical perception can guide visualization recommendatio...
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08/24/2023
EVM: Incorporating Model Checking into Exploratory Visual Analysis
Visual analytics (VA) tools support data exploration by helping analysts...
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03/12/2023
Live, Rich, and Composable: Qualities for Programming Beyond Static Text
Efforts to push programming beyond static textual code have sought to im...
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02/14/2023
ScatterShot: Interactive In-context Example Curation for Text Transformation
The in-context learning capabilities of LLMs like GPT-3 allow annotators...
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01/08/2023
Cinematic Techniques in Narrative Visualization
The many genres of narrative visualization (e.g. data comics, data video...
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05/19/2022
Fidyll: A Compiler for Cross-Format Data Stories Explorable Explanations
Narrative visualization is a powerful communicative tool that can take o...
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01/07/2022
Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships
Proper statistical modeling incorporates domain theory about how concept...
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08/09/2021
Gemini2: Generating Keyframe-Oriented Animated Transitions Between Statistical Graphics
Complex animated transitions may be easier to understand when divided in...
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04/06/2021
Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications
Data analysis requires translating higher level questions and hypotheses...
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01/01/2021
Polyjuice: Automated, General-purpose Counterfactual Generation
Counterfactual examples have been shown to be useful for many applicatio...
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09/03/2020
Gemini: A Grammar and Recommender System for AnimatedTransitions in Statistical Graphics
Animated transitions help viewers follow changes between related visuali...
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08/28/2020
CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis
Large scale analysis of source code, and in particular scientific source...
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07/10/2020
Boba: Authoring and Visualizing Multiverse Analyses
Multiverse analysis is an approach to data analysis in which all "reason...
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11/01/2019
Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study
How do analysis goals and context affect exploratory data analysis (EDA)...
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10/30/2019
Paths Explored, Paths Omitted, Paths Obscured: Decision Points Selective Reporting in End-to-End Data Analysis
Drawing reliable inferences from data involves many, sometimes arbitrary...
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07/31/2019
Critical Reflections on Visualization Authoring Systems
An emerging generation of visualization authoring systems support expres...
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07/17/2018