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: 11068
Venue: VLDB
Year: 2015
Pagerank: 0.0001108421
Overall Rank: 1,627 | 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
890	A Hybrid Approach to Functional Dependency Discovery	2016	SIGMOD	0.00015542177
1,683	Cardinality Estimation: An Experimental Survey	2018	VLDB	0.0001091276
2,082	Efficient Discovery of Approximate Dependencies	2018	VLDB	9.5875364e-05
2,161	Uni-Detect: A Unified Approach to Automated Error Detection in Tables	2019	SIGMOD	9.4029915e-05
2,258	Efficient Denial Constraint Discovery with Hydra	2018	VLDB	9.1804145e-05
2,286	SMOKE: Fine-grained Lineage at Interactive Speed	2018	VLDB	9.102574e-05
2,484	Discovery of Approximate (and Exact) Denial Constraints	2020	VLDB	8.6737275e-05
3,473	Data Profiling – A Tutorial	2017	SIGMOD	7.0623537e-05
3,977	UGuide – User-Guided Discovery of FD-Detectable Errors	2017	SIGMOD	6.5670094e-05
5,203	Pattern Functional Dependencies for Data Cleaning	2020	VLDB	5.628087e-05
5,371	Efficient Estimation of Inclusion Coefficient using HyperLogLog Sketches	2018	VLDB	5.5424564e-05
5,506	Can Large Language Models Predict Data Correlations from Column Names?	2023	VLDB	5.4711611e-05
5,984	DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python	2021	SIGMOD	5.2400405e-05
7,073	Mining Approximate Acyclic Schemes from Relations	2020	SIGMOD	4.8378353e-05
7,746	Crossing the finish line faster when paddling the Data Lake with KAYAK	2017	VLDB	4.6573882e-05
8,953	Discovering Similarity Inclusion Dependencies	2023	SIGMOD	4.419208e-05
8,970	DataLoom: Simplifying Data Loading with LLMs	2024	VLDB	4.4154448e-05
9,647	Discovering Functional Dependencies through Hitting Set Enumeration	2024	SIGMOD	4.3067693e-05
9,673	Don’t Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data	2022	VLDB	4.3014213e-05
10,549	Discovering Approximate Inclusion Dependencies	2025	VLDB	4.1905499e-05
10,822	Mining Meaningful Keys and Foreign Keys with High Precision and Recall	2025	VLDB	4.1905499e-05
11,027	SplitDF: Splitting Dataframes for Memory-Efficient Data Analysis	2024	VLDB	4.1905499e-05
11,368	Statistical Schema Learning using Occam's Razor	2022	SIGMOD	4.1905499e-05
11,519	From Papers to Practice: The openclean Open-Source Data Cleaning Library	2021	VLDB	4.1905499e-05
11,550	Making DBMSes Dependency-Aware	2020	CIDR	4.1905499e-05
11,716	Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications	2018	SIGMOD	4.1905499e-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	0.00014442219
4,680	Scalable Discovery of Unique Column Combinations	2014	VLDB	5.9964535e-05
4,786	Divide & Conquer-based Inclusion Dependency Discovery	2015	VLDB	5.9185547e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
9,661	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.306608e-05
1,047	Functional Dependency Discovery: An Experimental Evaluation of Seven Algorithms	2015	VLDB	0.00014442219
8,472	DataProf: Semantic Profiling for Iterative Data Cleansing and Business Rule Acquisition	2018	SIGMOD	4.4985733e-05
777	Metadata Management for Large Statistical Databases	1982	VLDB	0.00016731032
12,694	Computational Properties of Metaquerying Problems	2000	PODS	4.1905499e-05
11,550	Making DBMSes Dependency-Aware	2020	CIDR	4.1905499e-05
8,959	MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis	2021	SIGMOD	4.4175998e-05
6,891	Towards NLP-Enhanced Data Profiling Tools	2022	CIDR	4.8891398e-05
11,346	Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment	2022	SIGMOD	4.1905499e-05
3,473	Data Profiling – A Tutorial	2017	SIGMOD	7.0623537e-05