Paths Explored, Paths Omitted, Paths Obscured: Decision Points &
Selective Reporting in End-to-End Data Analysis

Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis

30 October 2019

Jeffrey Heer

Papers citing "Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis"

7 / 7 papers shown

Title
From Data Dump to Digestible Chunks: Automated Segmentation and Summarization of Provenance Logs for Communication Jeremy E. Block Donald R. Honeycutt Brett Benda Benjamin Rheault Eric D. Ragan 25 1 0 06 Sep 2024
Approximation and Progressive Display of Multiverse Analyses Yang Liu Tim Althoff Jeffrey Heer 17 1 0 15 May 2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work Jennifer Rogers Anamaria Crisan 24 7 0 05 Apr 2023
How Do Data Science Workers Communicate Intermediate Results? Rock Yuren Pang Ruotong Wang Joely Nelson Leilani Battle 38 5 0 07 Oct 2022
Code Code Evolution: Understanding How People Change Data Science Notebooks Over Time Deepthi Raghunandan Aayushi Roy Shenzhi Shi Niklas Elmqvist Leilani Battle SyDa 29 17 0 06 Sep 2022
CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis Ashley Ge Zhang Michael Merrill Yang Liu Jeffrey Heer Tim Althoff ViT 20 13 0 28 Aug 2020
Boba: Authoring and Visualizing Multiverse Analyses Yang Liu Alex Kale Tim Althoff Jeffrey Heer 26 47 0 10 Jul 2020