dlookr (version 0.5.0)

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

Description

Visualize two 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, typographic = TRUE, ...)

Arguments

x

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

typographic

logical. Whether to apply focuses on typographic elements to ggplot2 visualization. The default is TRUE. if TRUE provides a base theme that focuses on typographic elements using hrbrthemes package.

...

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
heartfailure2 <- heartfailure
heartfailure2[sample(seq(NROW(heartfailure2)), 20), "platelets"] <- NA

# Binning the carat variable. default type argument is "quantile"
bin <- binning(heartfailure2$platelets, nbins = 5)
plot(bin)

# Using another type arguments
bin <- binning(heartfailure2$platelets, nbins = 5, type = "equal")
plot(bin)

#bin <- binning(heartfailure2$platelets, nbins = 5, type = "pretty")
#plot(bin)

#bin <- binning(heartfailure2$platelets, nbins = 5, type = "kmeans")
#plot(bin)

bin <- binning(heartfailure2$platelets, nbins = 5, type = "bclust")
plot(bin)

# }