Keyword

data profiling

Description: The process of examining data sources to summarize their structure, content, quality, and statistical properties, often to support data integration or cleaning.

Primary topic: Data Quality and Management (41%)

Related topic: Data Quality and Management (41%)

Wikidata ID: wiki/Q1172167

OpenAlex ID: keywords/data-profiling

Data Quality: The Accuracy Dimension

2003 · Jack E. Olson · 321

Profiling relational data: a survey

2015 · Ziawasch Abedjan, Lukasz Golab, et al. · The VLDB Journal · 286

Frontiers in Big Data / A survey of data quality measurement and monitoring tools

2022 · Ehrlinger, Lisa, Wöß, Wolfram · University Library Linz repository (Johannes Kepler Universitat Linz) · 190

Data profiling revisited

2014 · Felix Naumann · ACM SIGMOD Record · 161

Trackmenot: Resisting Surveillance in Web Search

2008 · Daniel C Howe, Helen Nissenbaum · 157

Big data quality framework: a holistic approach to continuous quality management

2021 · Ikbal Taleb, Mohamed Adel Serhani, et al. · Journal Of Big Data · 147

PDF

The Practitioner's Guide to Data Quality Improvement

2011 · Elsevier eBooks · 141

Business Intelligence: The Savvy Manager's Guide

2003 · David Loshin · 137

Data Quality for Machine Learning Tasks

2021 · Nitin Gupta, Shashank Mujumdar, et al. · 127

Digital Citizenship in a Datafied Society

2018 · Arne Hintz, Lina Dencik, et al. · Goldsmiths (University of London) · 118

Introduction to Privacy Impact Assessment

2011 · David Wright, Paul De Hert · Law, governance and technology series · 111

Data profiling with metanome

2015 · Thorsten Papenbrock, Tanja Bergmann, et al. · Proceedings of the VLDB Endowment · 106

Social Media and the Struggle for Society

2015 · Nancy K. Baym · Social Media + Society · 105

Topology selection for particle swarm optimization

2016 · Qunfeng Liu, Wenhong Wei, et al. · Information Sciences · 102

Privacy and identity management for everyone

2005 · Jan Camenisch, abhi shelat, et al. · 100

Scalable discovery of unique column combinations

2013 · Arvid Heise, Jorge-Arnulfo Quiané-Ruiz, et al. · Proceedings of the VLDB Endowment · 87

Cardinality estimation

2017 · Hazar Harmouch, Felix Naumann · Proceedings of the VLDB Endowment · 85

Digital inclusion and data profiling

2012 · Seeta Peña Gangadharan · First Monday · 78

Locating cache performance bottlenecks using data profiling

2010 · Aleksey Pesterev, Nickolai Zeldovich, et al. · European Conference on Computer Systems · 78

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A Descriptive Classification of Causes of Data Quality Problems in Data Warehousing

2010 · Ranjit Singh, Kawaljeet Singh · 77

Divide & conquer-based inclusion dependency discovery

2015 · Thorsten Papenbrock, Sebastian Kruse, et al. · Proceedings of the VLDB Endowment · 75

Analyzing data quality issues in research information systems via data profiling

2018 · Otmane Azeroual, Gunter Saake, et al. · International Journal of Information Management · 67

Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks

2024 · Peng Li, Yeye He, et al. · Proceedings of the ACM on Management of Data · 66

Overview of data quality challenges in the context of Big Data

2015 · Suraj Juddoo · International Conference on Computing, Communication and Security (ICCCS) · 60

Data Profiling

2017 · Ziawasch Abedjan, Lukasz Golab, et al. · 58

Works count: 934

Citation count: 5,949