Lux: Always-on Visualization Recommendations for Exploratory Dataframe
Workflows

Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows

30 April 2021

U. Mukhopadhyay

Marti A. Hearst

Aditya G. Parameswaran

Papers citing "Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows"

18 / 18 papers shown

Title
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way Chenglong Wang Bongshin Lee Steven Drucker Dan Marshall Jianfeng Gao 52 1 0 24 Feb 2025
Charting EDA: Characterizing Interactive Visualization Use in Computational Notebooks with a Mixed-Methods Formalism Dylan Wootton Amy Rae Fox Evan Peck Arvind Satyanarayan 20 3 0 16 Sep 2024
PyGWalker: On-the-fly Assistant for Exploratory Visual Data Analysis Yue Yu Leixian Shen Fei Long Huamin Qu Hao Chen 35 4 0 17 Jun 2024
Semantically Aligned Question and Code Generation for Automated Insight Generation Ananya Singha Bhavya Chopra Anirudh Khatry Sumit Gulwani Austin Z. Henley Vu Le Chris Parnin Mukul Singh Microsoft Belgium 44 3 0 21 Mar 2024
OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines Fengjie Wang Yanna Lin Leni Yang Haotian Li Mingyang Gu Min Zhu Huamin Qu 47 9 0 14 Mar 2024
Conversational AI Threads for Visualizing Multidimensional Datasets Matt-Heun Hong Anamaria Crisan 30 8 0 09 Nov 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel Justin Payan Swaroop Mishra Mukul Singh Carina Negreanu Christian Poelitz Chitta Baral Subhro Roy Rasika Chakravarthy Benjamin Van Durme E. Nouri LMTD ELM 36 10 0 23 Oct 2023
RekomGNN: Visualizing, Contextualizing and Evaluating Graph Neural Networks Recommendations C. Brumar G. Appleby Jen Rogers Teddy Matinde Lara Thompson Remco Chang Anamaria Crisan HAI 29 1 0 17 Oct 2023
Data Formulator: AI-powered Concept-driven Visualization Authoring Chenglong Wang John Thompson Bongshin Lee 24 26 0 18 Sep 2023
WHATSNEXT: Guidance-enriched Exploratory Data Analysis with Interactive, Low-Code Notebooks Chong Chen Jane Hoffswell Shunan Guo Ryan A. Rossi G. Chan Fan Du E. Koh Zhicheng Liu 18 3 0 18 Aug 2023
When Provenance Aids and Complicates Reproducibility Judgments D. Koop 19 0 0 14 Aug 2023
Dead or Alive: Continuous Data Profiling for Interactive Data Science Will Epperson Vaishnavi Gorantla Dominik Moritz Adam Perer 28 24 0 08 Aug 2023
InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks Yanna Lin Haotian Li Leni Yang Aoyu Wu Huamin Qu 38 29 0 16 Jul 2023
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks Zijie J. Wang David Munechika Seongmin Lee Duen Horng Chau 45 9 0 04 May 2023
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks Haotian Li Lu Ying Haidong Zhang Yingcai Wu Huamin Qu Yun Wang LMTD 30 24 0 07 Mar 2023
On the Design of AI-powered Code Assistants for Notebooks A. Mcnutt Chenglong Wang R. Deline Steven Drucker 26 79 0 26 Jan 2023
Animated Vega-Lite: Unifying Animation with a Grammar of Interactive Graphics Jonathan Zong Josh Pollock Dylan Wootton Arvind Satyanarayan 13 18 0 08 Aug 2022
Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study D. Lee V. Setlur Melanie Tory Karrie Karahalios Aditya G. Parameswaran 35 20 0 14 Feb 2021