Data Profiling with Metanome

Summary: Metanome is an extensible data profiling platform that automatically discovers metadata beyond simple statistics. It integrates state-of-the-art profiling algorithms, supports benchmarking and ranking, and provides visualization to compare approaches. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11067
Venue: VLDB
Year: 2015
Pagerank: 0.00011094926
Overall Rank: 1,625 | 88.70%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
894	A Hybrid Approach to Functional Dependency Discovery	2016	SIGMOD	0.00015556428
1,683	Cardinality Estimation: An Experimental Survey	2018	VLDB	0.00010922679
2,077	Efficient Discovery of Approximate Dependencies	2018	VLDB	9.6001836e-05
2,158	Uni-Detect: A Unified Approach to Automated Error Detection in Tables	2019	SIGMOD	9.4141354e-05
2,253	Efficient Denial Constraint Discovery with Hydra	2018	VLDB	9.1937209e-05
2,280	SMOKE: Fine-grained Lineage at Interactive Speed	2018	VLDB	9.1111033e-05
2,483	Discovery of Approximate (and Exact) Denial Constraints	2020	VLDB	8.6864916e-05
3,467	Data Profiling – A Tutorial	2017	SIGMOD	7.069081e-05
3,976	UGuide – User-Guided Discovery of FD-Detectable Errors	2017	SIGMOD	6.5736462e-05
5,192	Pattern Functional Dependencies for Data Cleaning	2020	VLDB	5.6375087e-05
5,361	Efficient Estimation of Inclusion Coefficient using HyperLogLog Sketches	2018	VLDB	5.547935e-05
5,509	Can Large Language Models Predict Data Correlations from Column Names?	2023	VLDB	5.4703368e-05
5,981	DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python	2021	SIGMOD	5.2448986e-05
7,076	Mining Approximate Acyclic Schemes from Relations	2020	SIGMOD	4.8426354e-05
7,745	Crossing the finish line faster when paddling the Data Lake with KAYAK	2017	VLDB	4.6618625e-05
8,949	Discovering Similarity Inclusion Dependencies	2023	SIGMOD	4.4234478e-05
8,974	DataLoom: Simplifying Data Loading with LLMs	2024	VLDB	4.4184286e-05
9,646	Discovering Functional Dependencies through Hitting Set Enumeration	2024	SIGMOD	4.3109001e-05
9,673	Don’t Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data	2022	VLDB	4.3055474e-05
10,540	Discovering Approximate Inclusion Dependencies	2025	VLDB	4.1945683e-05
10,817	Mining Meaningful Keys and Foreign Keys with High Precision and Recall	2025	VLDB	4.1945683e-05
11,024	SplitDF: Splitting Dataframes for Memory-Efficient Data Analysis	2024	VLDB	4.1945683e-05
11,366	Statistical Schema Learning using Occam's Razor	2022	SIGMOD	4.1945683e-05
11,515	From Papers to Practice: The openclean Open-Source Data Cleaning Library	2021	VLDB	4.1945683e-05
11,546	Making DBMSes Dependency-Aware	2020	CIDR	4.1945683e-05
11,710	Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications	2018	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
1,047	Functional Dependency Discovery: An Experimental Evaluation of Seven Algorithms	2015	VLDB	0.00014459715
4,682	Scalable Discovery of Unique Column Combinations	2014	VLDB	6.0022412e-05
4,784	Divide & Conquer-based Inclusion Dependency Discovery	2015	VLDB	5.9240851e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
9,660	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.3107389e-05
1,047	Functional Dependency Discovery: An Experimental Evaluation of Seven Algorithms	2015	VLDB	0.00014459715
8,475	DataProf: Semantic Profiling for Iterative Data Cleansing and Business Rule Acquisition	2018	SIGMOD	4.5028904e-05
748	Metadata Management for Large Statistical Databases	1982	VLDB	0.00017268814
12,685	Computational Properties of Metaquerying Problems	2000	PODS	4.1945683e-05
11,546	Making DBMSes Dependency-Aware	2020	CIDR	4.1945683e-05
8,996	MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis	2021	SIGMOD	4.4124959e-05
6,890	Towards NLP-Enhanced Data Profiling Tools	2022	CIDR	4.8928923e-05
11,344	Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment	2022	SIGMOD	4.1945683e-05
3,467	Data Profiling – A Tutorial	2017	SIGMOD	7.069081e-05