Wiz: A Web-Based Tool for Interactive Visualization of Big Data.
big data
data visualisation for Industry 4.0
data visualization
digitalization
interactive plots
multi-dimensional data analytics
principle component analysis
web app
Journal
Patterns (New York, N.Y.)
ISSN: 2666-3899
Titre abrégé: Patterns (N Y)
Pays: United States
ID NLM: 101767765
Informations de publication
Date de publication:
13 Nov 2020
13 Nov 2020
Historique:
received:
16
05
2020
revised:
14
07
2020
accepted:
25
08
2020
entrez:
9
12
2020
pubmed:
10
12
2020
medline:
10
12
2020
Statut:
epublish
Résumé
In an age of information, visualizing and discerning meaning from data is as important as its collection. Interactive data visualization addresses both fronts by allowing researchers to explore data beyond what static images can offer. Here, we present Wiz, a web-based application for handling and visualizing large amounts of data. Wiz does not require programming or downloadable software for its use and allows scientists and non-scientists to unravel the complexity of data by splitting their relationships through 5D visual analytics, performing multivariate data analysis, such as principal component and linear discriminant analyses, all in vivid, publication-ready figures. With the explosion of high-throughput practices for materials discovery, information streaming capabilities, and the emphasis on industrial digitalization and artificial intelligence, we expect Wiz to serve as an invaluable tool to have a broad impact in our world of big data.
Identifiants
pubmed: 33294864
doi: 10.1016/j.patter.2020.100107
pii: S2666-3899(20)30141-0
pmc: PMC7691393
doi:
Types de publication
Journal Article
Langues
eng
Pagination
100107Informations de copyright
© 2020 The Authors.
Déclaration de conflit d'intérêts
P.Z.M. has financial interest through Monoclinic Ltd. D.F.-J. has financial interest through Immaterial Ltd. The other authors declare no competing interests.
Références
Nucleic Acids Res. 2016 Jan 4;44(D1):D1202-13
pubmed: 26400175
J Chem Inf Model. 2016 Oct 24;56(10):1894-1904
pubmed: 27669338
Int J Mol Sci. 2012;13(1):427-52
pubmed: 22312262
Sci Technol Adv Mater. 2017 Feb 14;18(1):134-146
pubmed: 28458737
Chem Rev. 2012 May 9;112(5):2889-919
pubmed: 22251444
Acta Crystallogr B Struct Sci Cryst Eng Mater. 2016 Apr;72(Pt 2):171-9
pubmed: 27048719
Nature. 2018 Feb 1;554(7690):133-134
pubmed: 29388968
BMC Bioinformatics. 2013 Jun 13;14:191
pubmed: 23763826
Phys Chem Chem Phys. 2014 May 7;16(17):7919-26
pubmed: 24647623
ACS Med Chem Lett. 2017 May 17;8(6):601-607
pubmed: 28626518
Nat Commun. 2018 Apr 11;9(1):1378
pubmed: 29643387