Package ggiraphExtra contains many useful functions for exploratory plots. These functions are made by both 'ggplot2' and 'ggiraph' packages. You can make a static ggplot or an interactive ggplot by setting the parameter interactive=TRUE.

You can install package ggiraphExtra from CRAN with the following command.

install.packages("ggiraphExtra")

You can install the latest version of ggiraphExtra from github.

#install.packages("devtools")
devtools::install_github("cardiomoon/ggiraphExtra")

You can find the full version of this vignette at http://rpubs.com/cardiomoon/231820

You can find the shiny app for interactive plot using the ggiraphExtra package at:

http://web-r.org:3838/explore

http://r-ggplot2.com:3838/explore

http://web-r.club:3838/explore