dlookr (version 0.3.9)

plot.bins: Visualize Distribution for an "bins" object

Description

Visualize both plots on a single screen. The plot at the top is a histogram representing the frequency of the level. The plot at the bottom is a bar chart representing the frequency of the level.

Usage

# S3 method for bins
plot(x, ...)

Arguments

x

an object of class "bins", usually, a result of a call to binning().

...

arguments to be passed to methods, such as graphical parameters (see par).

See Also

binning, print.bins, summary.bins.

Examples

# NOT RUN {
# Generate data for the example
carseats <- ISLR::Carseats
carseats[sample(seq(NROW(carseats)), 20), "Income"] <- NA
carseats[sample(seq(NROW(carseats)), 5), "Urban"] <- NA

# Binning the carat variable. default type argument is "quantile"
bin <- binning(carseats$Income, nbins = 5)
plot(bin)
# Using another type argument
bin <- binning(carseats$Income, nbins = 5, type = "equal")
plot(bin)
bin <- binning(carseats$Income, nbins = 5, type = "pretty")
plot(bin)
bin <- binning(carseats$Income, nbins = 5, type = "kmeans")
plot(bin)
bin <- binning(carseats$Income, nbins = 5, type = "bclust")
plot(bin)
# }