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Summary: Vizier combines notebook freedom with spreadsheet-style manipulation and fine-grained provenance to enable reproducible, versioned iterative data curation. Novelty: propagates “data caveats” (potential errors) via uncertain-data techniques and surfaces them in UI summaries and highlighted cells. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 348
Venue: CIDR
Year: 2020
Pagerank: 5.1249204e-05
Overall Rank: 6,295 | 56.21%
DOI: 10.475/123.4

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,774	LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems	2021	SIGMOD	5.9316087e-05
6,409	Fine-Grained Lineage for Safer Notebook Interactions	2021	VLDB	5.0756653e-05
9,044	Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data	2023	VLDB	4.4039656e-05
9,378	CHEX: Multiversion Replay with Ordered Checkpoints	2022	VLDB	4.3463396e-05
10,888	Kishu: Time-Traveling for Computational Notebooks	2025	VLDB	4.1945683e-05
11,429	Leam: An Interactive System for In-situ Visual Text Analysis	2021	CIDR	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
561	An Annotation Management System for Relational Databases	2004	VLDB	0.00020115419
814	Entity Resolution: Theory, Practice & Open Challenges	2012	VLDB	0.00016370594
849	ORDPATHs: Insert-Friendly XML Node Labels	2004	SIGMOD	0.00015962987
923	Provenance and Scientific Workflows: Challenges and Opportunities	2008	SIGMOD	0.0001527609
1,102	On the Decidability and Complexity of Query Answering over Inconsistent and Incomplete Databases	2003	PODS	0.00014049364
1,565	Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff	2015	VLDB	0.00011345567
1,612	Detecting Data Errors: Where are we and what needs to be done?	2016	VLDB	0.00011142794
1,624	Sampling the Repairs of Functional Dependency Violations under Hard Constraints	2010	VLDB	0.00011099222
1,627	Data Cleaning: Overview and Emerging Challenges	2016	SIGMOD	0.00011086905
1,677	Graceful Database Schema Evolution: the PRISM Workbench	2008	VLDB	0.00010939366
2,256	ProvSQL: Provenance and Probability Management in PostgreSQL	2018	VLDB	9.1879032e-05
2,379	A Revival of Integrity Constraints for Data Cleaning	2008	VLDB	8.9392633e-05
2,430	Decibel: The Relational Dataset Branching System	2016	VLDB	8.8330417e-05
3,347	Collaborative Data Analytics with DataHub	2015	VLDB	7.1921364e-05
4,365	Expressive Query Construction through Direct Manipulation of Nested Relational Results	2016	SIGMOD	6.2542811e-05
4,806	Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers	2019	SIGMOD	5.9092698e-05
5,271	ORPHEUSDB: A Lightweight Approach to Relational Dataset Versioning	2017	SIGMOD	5.5941385e-05
5,779	Lenses: An On-Demand Approach to ETL	2015	VLDB	5.3307398e-05
6,508	DataSpread: Unifying Databases and Spreadsheets	2015	VLDB	5.0335028e-05
7,478	Debugging Transactions and Tracking their Provenance with Reenactment	2017	VLDB	4.7184026e-05
8,230	You Say 'What', I Hear 'Where' and 'Why' - (Mis-)Interpreting SQL to Derive Fine-Grained Provenance	2018	VLDB	4.5541444e-05
8,933	Querying and Re-Using Workflows with VisTrails	2008	SIGMOD	4.427232e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,252	Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks	2020	SIGMOD	7.3178277e-05
11,691	Enabling Data Science for the Majority	2019	VLDB	4.1945683e-05
5,058	A Demo of the Data Civilizer System	2017	SIGMOD	5.7280139e-05
13,291	Towards Understanding Data Analysis Workflows using a Large Notebook Corpus	2019	SIGMOD	-
6,409	Fine-Grained Lineage for Safer Notebook Interactions	2021	VLDB	5.0756653e-05
9,984	Towards Scalable Visual Data Wrangling via Direct Manipulation	2026	CIDR	4.1945683e-05
1,918	VizDeck: Self-Organizing Dashboards for Visual Analytics	2012	SIGMOD	0.00010097599
6,981	Dataset Relationship Management	2019	CIDR	4.8743957e-05
1,413	VisTrails: Visualization meets Data Management	2006	SIGMOD	0.00012121257
4,426	Data Debugging and Exploration with Vizier	2019	SIGMOD	6.1969994e-05