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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: 5.1200006e-05
Overall Rank: 6,295 | 56.26%
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
4,779	LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems	2021	SIGMOD	5.9259373e-05
6,405	Fine-Grained Lineage for Safer Notebook Interactions	2021	VLDB	5.0707934e-05
9,044	Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data	2023	VLDB	4.3997447e-05
9,386	CHEX: Multiversion Replay with Ordered Checkpoints	2022	VLDB	4.3421744e-05
10,892	Kishu: Time-Traveling for Computational Notebooks	2025	VLDB	4.1905499e-05
11,432	Leam: An Interactive System for In-situ Visual Text Analysis	2021	CIDR	4.1905499e-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	0.00020099434
799	Entity Resolution: Theory, Practice & Open Challenges	2012	VLDB	0.00016479804
843	ORDPATHs: Insert-Friendly XML Node Labels	2004	SIGMOD	0.00015975516
921	Provenance and Scientific Workflows: Challenges and Opportunities	2008	SIGMOD	0.00015261463
1,101	On the Decidability and Complexity of Query Answering over Inconsistent and Incomplete Databases	2003	PODS	0.00014037952
1,403	Detecting Data Errors: Where are we and what needs to be done?	2016	VLDB	0.00012180046
1,565	Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff	2015	VLDB	0.00011336478
1,625	Sampling the Repairs of Functional Dependency Violations under Hard Constraints	2010	VLDB	0.0001109361
1,629	Data Cleaning: Overview and Emerging Challenges	2016	SIGMOD	0.00011073148
1,677	Graceful Database Schema Evolution: the PRISM Workbench	2008	VLDB	0.00010929631
2,259	ProvSQL: Provenance and Probability Management in PostgreSQL	2018	VLDB	9.1790333e-05
2,379	A Revival of Integrity Constraints for Data Cleaning	2008	VLDB	8.9331083e-05
2,431	Decibel: The Relational Dataset Branching System	2016	VLDB	8.8259664e-05
3,351	Collaborative Data Analytics with DataHub	2015	VLDB	7.1859291e-05
4,361	Expressive Query Construction through Direct Manipulation of Nested Relational Results	2016	SIGMOD	6.2482689e-05
4,809	Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers	2019	SIGMOD	5.9035874e-05
5,276	ORPHEUSDB: A Lightweight Approach to Relational Dataset Versioning	2017	SIGMOD	5.5887569e-05
5,788	Lenses: An On-Demand Approach to ETL	2015	VLDB	5.3256103e-05
6,503	DataSpread: Unifying Databases and Spreadsheets	2015	VLDB	5.0286698e-05
7,477	Debugging Transactions and Tracking their Provenance with Reenactment	2017	VLDB	4.7138771e-05
8,228	You Say 'What', I Hear 'Where' and 'Why' - (Mis-)Interpreting SQL to Derive Fine-Grained Provenance	2018	VLDB	4.549777e-05
8,937	Querying and Re-Using Workflows with VisTrails	2008	SIGMOD	4.4229886e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,254	Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks	2020	SIGMOD	7.3172324e-05
11,696	Enabling Data Science for the Majority	2019	VLDB	4.1905499e-05
5,056	A Demo of the Data Civilizer System	2017	SIGMOD	5.7225065e-05
13,304	Towards Understanding Data Analysis Workflows using a Large Notebook Corpus	2019	SIGMOD	-
6,405	Fine-Grained Lineage for Safer Notebook Interactions	2021	VLDB	5.0707934e-05
9,983	Towards Scalable Visual Data Wrangling via Direct Manipulation	2026	CIDR	4.1905499e-05
1,918	VizDeck: Self-Organizing Dashboards for Visual Analytics	2012	SIGMOD	0.00010098963
6,980	Dataset Relationship Management	2019	CIDR	4.8696895e-05
1,412	VisTrails: Visualization meets Data Management	2006	SIGMOD	0.00012112718
4,425	Data Debugging and Exploration with Vizier	2019	SIGMOD	6.1913912e-05