A tableplot is a visualisation of a (large) dataset with a dozen of variables, both numeric and categorical. Each column represents a variable and each row bin is an aggregate of a certain number of records. Numeric variables are visualized as bar charts, and categorical variables as stacked bar charts. Missing values are taken into account. Also supports large ffdf datasets from the ff package.
# install the package from CRAN install.packages("tabplot", dependencies=c("Depends", "Imports")) # or install the latest development version: library(devtools); install_github("tabplot", username="mtennekes", subdir="pkg") # load the tabplot package library(tabplot) # load diamonds dataset library(ggplot2); data(diamonds) # plot it! tableplot(diamonds)