We present brinton package, which we developed for graphical exploratory data analysis in R. Based on ggplot2, gridExtra and rmarkdown, brinton package introduces wideplot() graphics for exploring the structure of a dataset through a grid of variables and graphic types. It also introduces longplot() graphics, which present the entire catalog of available graphics for representing a particular variable using a grid of graphic types and variations on these types. Finally, it introduces the plotup() function, which complements the previous two functions in that it presents a particular graphic for a specific variable of a dataset. This set of functions is useful for understanding the structure of a data set, discovering unexpected properties in the data, evaluating different graphic representations of these properties, and selecting a particular graphic for display on the screen.
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For attribution, please cite this work as
Millán-Martínez & Oller, "A Graphical EDA Tool with ggplot2: brinton", The R Journal, 2021
BibTeX citation
@article{RJ-2021-018,
author = {Millán-Martínez, Pere and Oller, Ramon},
title = {A Graphical EDA Tool with ggplot2: brinton},
journal = {The R Journal},
year = {2021},
note = {https://doi.org/10.32614/RJ-2021-018},
doi = {10.32614/RJ-2021-018},
volume = {12},
issue = {2},
issn = {2073-4859},
pages = {322-341}
}