comparative tool study 1data cleaning 1data wrangling 1technical dimensions framework 1user interface affordances 1
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cs.DB2026
Towards Scalable Visual Data Wrangling via Direct Manipulation
El Kindi Rezig, Mir Mahathir Mohammad, Nicolas Baret +3
Data wrangling, the process of cleaning, transforming, and preparing data for analysis, is a well-known bottleneck in data science workflows. A wide range of data wrangling techniq…
cs.DB2025
Stress-Testing Causal Claims via Cardinality Repairs
Yarden Gabbay, Haoquan Guan, Shaull Almagor +3
Causal analyses derived from observational data underpin high-stakes decisions in domains such as healthcare, public policy, and economics. Yet such conclusions can be surprisingly…