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Thursday, June 30 • 11:24am - 11:42am
ggduo: Pairs plot for two group data

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The R package 'GGally' provides several amalgam plots that build on the basic 'ggplot2' plotting system. Functions produce multivariate plots like generalized scatterplot matrices, and parallel coordinate plots are provided, network plots, survival models, and glyph maps for spatiotemporal data. This new work introduces a function, ggduo, to produce generalized plots for two groups of variables (e.g. a matrix of X variables and a matrix of Y variables), as might be modeled by multivariate regression, canonical correlation analysis or even multivariate time series. It builds on the structure of the ggmatrix functions used to produce the generalized pairs plot. The new function will help analysts to look at their data to support better modeling.

avatar for Hilary Parker

Hilary Parker

Data Scientiest, Stitch Fix
Interested in reproducibility and analysis development. I will have #rcatladies stickers.

avatar for Barret  Schloerke

Barret Schloerke

Purdue University

Thursday June 30, 2016 11:24am - 11:42am PDT