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Thinking Outside the Box: Developing Dynamic Data Visualizations for Psychology with Shiny

The study of human perception has helped psychologists effectively communicate data rich stories by converting numbers into graphical illustrations and data visualization remains a powerful means for psychology to discover, understand, and present results to others. However, despite an exponential r...

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Detalles Bibliográficos
Autores principales: Ellis, David A., Merdian, Hannah L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4664644/
https://www.ncbi.nlm.nih.gov/pubmed/26648881
http://dx.doi.org/10.3389/fpsyg.2015.01782
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author Ellis, David A.
Merdian, Hannah L.
author_facet Ellis, David A.
Merdian, Hannah L.
author_sort Ellis, David A.
collection PubMed
description The study of human perception has helped psychologists effectively communicate data rich stories by converting numbers into graphical illustrations and data visualization remains a powerful means for psychology to discover, understand, and present results to others. However, despite an exponential rise in computing power, the World Wide Web, and ever more complex data sets, psychologists often limit themselves to static visualizations. While these are often adequate, their application across professional psychology remains limited. This is surprising as it is now possible to build dynamic representations based around simple or complex psychological data sets. Previously, knowledge of HTML, CSS, or Java was essential, but here we develop several interactive visualizations using a simple web application framework that runs under the R statistical platform: Shiny. Shiny can help researchers quickly produce interactive data visualizations that will supplement and support current and future publications. This has clear benefits for researchers, the wider academic community, students, practitioners, and interested members of the public.
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spelling pubmed-46646442015-12-08 Thinking Outside the Box: Developing Dynamic Data Visualizations for Psychology with Shiny Ellis, David A. Merdian, Hannah L. Front Psychol Psychology The study of human perception has helped psychologists effectively communicate data rich stories by converting numbers into graphical illustrations and data visualization remains a powerful means for psychology to discover, understand, and present results to others. However, despite an exponential rise in computing power, the World Wide Web, and ever more complex data sets, psychologists often limit themselves to static visualizations. While these are often adequate, their application across professional psychology remains limited. This is surprising as it is now possible to build dynamic representations based around simple or complex psychological data sets. Previously, knowledge of HTML, CSS, or Java was essential, but here we develop several interactive visualizations using a simple web application framework that runs under the R statistical platform: Shiny. Shiny can help researchers quickly produce interactive data visualizations that will supplement and support current and future publications. This has clear benefits for researchers, the wider academic community, students, practitioners, and interested members of the public. Frontiers Media S.A. 2015-12-01 /pmc/articles/PMC4664644/ /pubmed/26648881 http://dx.doi.org/10.3389/fpsyg.2015.01782 Text en Copyright © 2015 Ellis and Merdian. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Ellis, David A.
Merdian, Hannah L.
Thinking Outside the Box: Developing Dynamic Data Visualizations for Psychology with Shiny
title Thinking Outside the Box: Developing Dynamic Data Visualizations for Psychology with Shiny
title_full Thinking Outside the Box: Developing Dynamic Data Visualizations for Psychology with Shiny
title_fullStr Thinking Outside the Box: Developing Dynamic Data Visualizations for Psychology with Shiny
title_full_unstemmed Thinking Outside the Box: Developing Dynamic Data Visualizations for Psychology with Shiny
title_short Thinking Outside the Box: Developing Dynamic Data Visualizations for Psychology with Shiny
title_sort thinking outside the box: developing dynamic data visualizations for psychology with shiny
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4664644/
https://www.ncbi.nlm.nih.gov/pubmed/26648881
http://dx.doi.org/10.3389/fpsyg.2015.01782
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