comparative tool study 1data cleaning 1data wrangling 1technical dimensions framework 1user interface affordances 1
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cs.HC2026
How Wrangling Tools Shape Wrangling: A Technical Dimensions Analysis
Shiyi He, El Kindi Rezig, Paul Rosen +1
The paper reports an observational study comparing how four different data‑wrangling tools (Jupyter, Excel, ChatGPT, OpenRefine) influence users' cleaning strategies, finding that…
cs.HC2025
Buckaroo: A Direct Manipulation Visual Data Wrangler
Annabelle Warner, Andrew McNutt, Paul Rosen +1
Preparing datasets -- a critical phase known as data wrangling -- constitutes the dominant phase of data science development, consuming upwards of 80% of the total project time. Th…