A Layered Grammar of Graphics
Please see the online version of this article for supplementary materials. A Layered Grammar of Graphics Hadley WICKHAM A grammar of graphics is a tool that enables us to concisely describe the components of a graphic. Such a grammar allows us to move beyond named graphics (e.g., the “scat- terplot”) and gain insight into the deep structure that underlies statistical graphics. This article builds
Create Elegant Data Visualisations Using the Grammar of Graphics • ggplot2
Usage It’s hard to succinctly describe how ggplot2 works because it embodies a deep philosophy of visualisation. However, in most cases you start with ggplot(), supply a dataset and aesthetic mapping (with aes()). You then add on layers (like geom_point() or geom_histogram()), scales (like scale_colour_brewer()), faceting specifications (like facet_wrap()) and coordinate systems (like coord_flip()
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