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A Visual Data Profiling Tool for Data Preparation

A Visual Data Profiling Tool for Data Preparation

Kategori
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Sammendrag
In this paper, we propose a tool that implements visual data profiling capabilities for data preparation – an essential step in the process of linked data generation. Our tool features visual data profiling – a technique that identifies and visualizes potential data quality issues, relevant data cleaning functions, and an interactive spreadsheet table view. The proposed demonstration of the tool will focus on the use of visual data profiling in a scenario of cleaning and transforming tabular weather data – as a pre-processing step for linked data generation.
Oppdragsgiver
  • EC/H2020 / 732590
  • EC/H2020 / 644497
  • EC/H2020 / 732003
Språk
Engelsk
Institusjon(er)
  • SINTEF Digital / Software and Service Innovation
År
2017
Forlag
International Academy, Research and Industry Association (IARIA)
Bok
DATA ANALYTICS 2017 : International Conference on Data Analytics, Barcelona, Spain, November 12-16, 2017
ISBN
978-1-61208-603-3
Side(r)
12 - 14