The Generalized Pairs Plot

@article{Emerson2013TheGP,
  title={The Generalized Pairs Plot},
  author={John W. Emerson and Walton A. Green and Barret Schloerke and Jason Crowley and Dianne Cook and Heike Hofmann and Hadley Wickham},
  journal={Journal of Computational and Graphical Statistics},
  year={2013},
  volume={22},
  pages={79 - 91}
}
This article develops a generalization of the scatterplot matrix based on the recognition that most datasets include both categorical and quantitative information. Traditional grids of scatterplots often obscure important features of the data when one or more variables are categorical but coded as numerical. The generalized pairs plot offers a range of displays of paired combinations of categorical and quantitative variables. A mosaic plot, fluctuation diagram, or faceted bar chart may be used… 
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