Gghalves Make Hybrid Half Boxplot Half Dotplot Visualiz Gghalves is a new #r package that makes it easy to compose your own half half plots using #ggplot2. think displaying a #boxplot next to jittered points, or v. Half plot visualization code. using the ultimate r cheat sheet, we can make a ggplot from the ggplot2 data visualization cheat sheet. we’ll add geom half boxplot () and geom half dotplot () to make the half plots of cylinder vs highway. get the code.
Gghalves Make Half Boxplot Half Dotplot Visualizations Features. all of them have a side argument that can be either l for left or r for right half. as a special case there is also geom half dotplot to support half dotplots that dodge aesthetics such as fill and colour. gghalves also works well with other ggplot2 geoms and extensions such as geom dotplot and ggbeeswarm::geom beeswarm. The general idea of gghalves stems from this stackoverflow question on how to plot a hybrid boxplot. this led to me developing the ggpol extension for ggplot2. however, the fact that ggpol has become a sort of aggregation for all kinds of geoms over time, and seeing that many things can be cut in half, has ultimately led to this library. The idea is that many geoms that aggregate data, such as geom boxplot, geom violin and geom dotplot are (near) symmetric. given that the space to display information is limited, we can make better use of it by cutting the geoms in half and displaying additional geoms that e.g. give information about the sample size. How gghalves works. the gghalves package extends ggplot2 by adding several new “geoms” (ggplot geometries) that allow us to add half plots. in this tutorial, we’ll cover: geom half boxplot(): for creating half boxplots. geom half dotplot(): for creating half dotplots.
Comments are closed.