tidyTouch: An Interactive Visualization Tool for Data Science Education
Accessibility and usability of software define the programs used for both professional and academic activities. While many proprietary tools are easy to grasp, some challenges exist in using more technical resources, such as the statistical programming language R. The creative project tidyTouch is a...
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ndltd-ETSU-oai-dc.etsu.edu-honors-17352020-07-15T07:09:31Z tidyTouch: An Interactive Visualization Tool for Data Science Education DeVaney, Jonah E. Accessibility and usability of software define the programs used for both professional and academic activities. While many proprietary tools are easy to grasp, some challenges exist in using more technical resources, such as the statistical programming language R. The creative project tidyTouch is a web application designed to help educate any user in basic R data visualization and transformation using the popular ggplot2 and dplyr packages. Providing point-and-click interactivity to explore potential modifications of graphics for data presentation, the application uses an intuitive interface to make R more accessible to those without programming experience. This project is in a state of continual development and will expand to cover introductory data science topics relevant to academics and professionals alike. The code for tidyTouch and this document can be found at https://github.com/devaneyJE/tidyTouch_thesis (see ui.R and server.R files for application code). 2020-05-01T07:00:00Z text application/pdf https://dc.etsu.edu/honors/529 https://dc.etsu.edu/cgi/viewcontent.cgi?article=1735&context=honors Copyright by the authors. http://creativecommons.org/licenses/by-nc-nd/3.0/ Undergraduate Honors Theses Digital Commons @ East Tennessee State University Educational Technology Graphics and Human Computer Interfaces |
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Educational Technology Graphics and Human Computer Interfaces |
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Educational Technology Graphics and Human Computer Interfaces DeVaney, Jonah E. tidyTouch: An Interactive Visualization Tool for Data Science Education |
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Accessibility and usability of software define the programs used for both professional and academic activities. While many proprietary tools are easy to grasp, some challenges exist in using more technical resources, such as the statistical programming language R. The creative project tidyTouch is a web application designed to help educate any user in basic R data visualization and transformation using the popular ggplot2 and dplyr packages. Providing point-and-click interactivity to explore potential modifications of graphics for data presentation, the application uses an intuitive interface to make R more accessible to those without programming experience. This project is in a state of continual development and will expand to cover introductory data science topics relevant to academics and professionals alike. The code for tidyTouch and this document can be found at https://github.com/devaneyJE/tidyTouch_thesis (see ui.R and server.R files for application code). |
author |
DeVaney, Jonah E. |
author_facet |
DeVaney, Jonah E. |
author_sort |
DeVaney, Jonah E. |
title |
tidyTouch: An Interactive Visualization Tool for Data Science Education |
title_short |
tidyTouch: An Interactive Visualization Tool for Data Science Education |
title_full |
tidyTouch: An Interactive Visualization Tool for Data Science Education |
title_fullStr |
tidyTouch: An Interactive Visualization Tool for Data Science Education |
title_full_unstemmed |
tidyTouch: An Interactive Visualization Tool for Data Science Education |
title_sort |
tidytouch: an interactive visualization tool for data science education |
publisher |
Digital Commons @ East Tennessee State University |
publishDate |
2020 |
url |
https://dc.etsu.edu/honors/529 https://dc.etsu.edu/cgi/viewcontent.cgi?article=1735&context=honors |
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AT devaneyjonahe tidytouchaninteractivevisualizationtoolfordatascienceeducation |
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