Towards Scalable Visual Data Wrangling via Direct Manipulation

Summary: Reframes cleaning as direct manipulation of coordinated views, letting users repair anomalies interactively and generate reproducible scripts. Scales via user-defined detectors/wranglers, provenance, differential storage and Hopara integration. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 586
Venue: CIDR
Year: 2026
Pagerank: 4.1905499e-05
Overall Rank: 9,983 | 30.62%
DOI: -

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
112	Potter's Wheel: An Interactive Data Cleaning System	2001	VLDB	0.00047010908
192	HoloClean: Holistic Data Repairs with Probabilistic Inference	2017	VLDB	0.00035692958
213	Scorpion: Explaining Away Outliers in Aggregate Queries	2013	VLDB	0.0003371037
1,340	HoloDetect: Few-Shot Learning for Error Detection	2019	SIGMOD	0.00012492795
1,403	Detecting Data Errors: Where are we and what needs to be done?	2016	VLDB	0.00012180046
1,895	Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning	2020	VLDB	0.00010174634
2,738	The Case for Data Visualization Management Systems [Vision Paper]	2014	VLDB	8.2039241e-05
3,393	Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows	2022	VLDB	7.1415762e-05
3,397	Automatic Data Repair: Are We Ready to Deploy?	2024	VLDB	7.1386386e-05
4,553	A Demonstration of AutoOD: A Self-Tuning Anomaly Detection System	2022	VLDB	6.0852762e-05
5,150	Horizon: Scalable Dependency-driven Data Cleaning	2021	VLDB	5.6553571e-05
5,698	Dagger: A Data (not code) Debugger	2020	CIDR	5.3669165e-05
6,558	Pre-trained Embeddings for Entity Resolution: An Experimental Analysis	2023	VLDB	5.0060112e-05
7,449	OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport	2024	SIGMOD	4.7224022e-05
9,477	OIE: An Interpretable System for Outlier Explanation and Summarization	2025	SIGMOD	4.3300131e-05
9,481	Data Imputation with Limited Data Redundancy Using Data Lakes	2025	VLDB	4.3300131e-05
9,501	Arachnid: Generalized Visual Data Cleaning	2019	SIGMOD	4.3300131e-05
10,832	Buckaroo: A Direct Manipulation Visual Data Wrangler	2025	VLDB	4.1905499e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,188	Semi-Supervised Data Cleaning with Raha and Baran	2021	CIDR	5.1607275e-05
3,393	Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows	2022	VLDB	7.1415762e-05
5,150	Horizon: Scalable Dependency-driven Data Cleaning	2021	VLDB	5.6553571e-05
6,295	Your notebook is not crumby enough, REPLace it	2020	CIDR	5.1200006e-05
1,831	Data Wrangling: The Challenging Journey from the Wild to the Lake	2015	CIDR	0.0001037061
4,425	Data Debugging and Exploration with Vizier	2019	SIGMOD	6.1913912e-05
9,224	VisClean: Interactive Cleaning for Progressive Visualization	2020	VLDB	4.3657563e-05
9,501	Arachnid: Generalized Visual Data Cleaning	2019	SIGMOD	4.3300131e-05
7,384	The VADA Architecture for Cost-Effective Data Wrangling	2017	SIGMOD	4.7400209e-05
10,832	Buckaroo: A Direct Manipulation Visual Data Wrangler	2025	VLDB	4.1905499e-05