diveR is the
loon related packages, the great northern diver being another name (chiefly British) for the Common loon (chiefly North American).
Together the packages of the
diveR suite provides data analytic tools for direct interactive visual exploration in R.
These tools work with and complement those of the
tidyverse suite, completing the graphics grammar of
ggplot2 to provide a grammar of interactive graphics. The suite provides many visual tools designed for moderately (100s of variables) high dimensional data analysis, through
zenplots and novel tools in
loon, and extends the
ggplot2 grammar to provide parallel coordinates, Andrews plots, and arbitrary glyphs through
diveR suite gathers together and installs all these related packages (documentation in links):
This is the backbone package that provides the interactive graphics.
Provides a rich collection of data sets to illustrate interactive graphics. It also includes several artificial data sets constructed for teaching purposes.
looninteractive graphics package
to allow for the layout of alternating 1d and 2d plots.
Provides compact displays for high dimensional data (e.g., where pairs plots would be too small to be informative).
Extends the grammar of the
ggplot2 package to accommodate displays such as parallel coordinate and Andrews function plots for high dimensional data.
Provides a bridge between the elegant but static displays of
ggplot2 and the interactive direct manipulation graphics of
ggplot2 to provide a grammar of interactive graphics
Enables loon plots and loon style interaction (e.g., brushing, linked plots, panning, zooming, etc., as well as a shiny version of loon inspectors) to be incorporated into a shiny application (including an RMarkdown file).
Enables interactive multivariate data tours with loon plots. Builds on the
tour engine of the
Documentation repeated here.