Cargando…

Interactive Graphics: Exemplified with Real Data Applications

Graphics are widely used in modern applied statistics because they are easy to create, convenient to use, and they can present information effectively. Static plots do not allow interacting with graphics. User interaction, on the other hand, is crucial in exploring data. It gives flexibility and con...

Descripción completa

Detalles Bibliográficos
Autores principales: Malik, Waqas Ahmed, Ünlü, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3111423/
https://www.ncbi.nlm.nih.gov/pubmed/21713185
http://dx.doi.org/10.3389/fpsyg.2011.00011
_version_ 1782205625424412672
author Malik, Waqas Ahmed
Ünlü, Ali
author_facet Malik, Waqas Ahmed
Ünlü, Ali
author_sort Malik, Waqas Ahmed
collection PubMed
description Graphics are widely used in modern applied statistics because they are easy to create, convenient to use, and they can present information effectively. Static plots do not allow interacting with graphics. User interaction, on the other hand, is crucial in exploring data. It gives flexibility and control. One can experiment with the data and the displays. One can investigate the data from different perspectives to produce views that are easily interpretable and informative. In this paper, we try to explain interactive graphics and advocate their use as a practical tool. The benefits and strengths of interactive graphics for data exploration and data quality analyses are illustrated systematically with three complex real datasets.
format Online
Article
Text
id pubmed-3111423
institution National Center for Biotechnology Information
language English
publishDate 2011
publisher Frontiers Research Foundation
record_format MEDLINE/PubMed
spelling pubmed-31114232011-06-27 Interactive Graphics: Exemplified with Real Data Applications Malik, Waqas Ahmed Ünlü, Ali Front Psychol Psychology Graphics are widely used in modern applied statistics because they are easy to create, convenient to use, and they can present information effectively. Static plots do not allow interacting with graphics. User interaction, on the other hand, is crucial in exploring data. It gives flexibility and control. One can experiment with the data and the displays. One can investigate the data from different perspectives to produce views that are easily interpretable and informative. In this paper, we try to explain interactive graphics and advocate their use as a practical tool. The benefits and strengths of interactive graphics for data exploration and data quality analyses are illustrated systematically with three complex real datasets. Frontiers Research Foundation 2011-02-09 /pmc/articles/PMC3111423/ /pubmed/21713185 http://dx.doi.org/10.3389/fpsyg.2011.00011 Text en Copyright © 2011 Malik and Ünlü. http://www.frontiersin.org/licenseagreement This is an open-access article subject to an exclusive license agreement between the authors and Frontiers Media SA, which permits unrestricted use, distribution, and reproduction in any medium, provided the original authors and source are credited.
spellingShingle Psychology
Malik, Waqas Ahmed
Ünlü, Ali
Interactive Graphics: Exemplified with Real Data Applications
title Interactive Graphics: Exemplified with Real Data Applications
title_full Interactive Graphics: Exemplified with Real Data Applications
title_fullStr Interactive Graphics: Exemplified with Real Data Applications
title_full_unstemmed Interactive Graphics: Exemplified with Real Data Applications
title_short Interactive Graphics: Exemplified with Real Data Applications
title_sort interactive graphics: exemplified with real data applications
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3111423/
https://www.ncbi.nlm.nih.gov/pubmed/21713185
http://dx.doi.org/10.3389/fpsyg.2011.00011
work_keys_str_mv AT malikwaqasahmed interactivegraphicsexemplifiedwithrealdataapplications
AT unluali interactivegraphicsexemplifiedwithrealdataapplications