plot.compare_category: Visualize Information for an "compare_category" Object

In dlookr: Tools for Data Diagnosis, Exploration, Transformation

Visualize Information for an "compare_category" Object

Description

Visualize mosaics plot by attribute of compare_category class.

Usage

## S3 method for class 'compare_category'
plot(
  x,
  prompt = FALSE,
  na.rm = FALSE,
  typographic = TRUE,
  base_family = NULL,
  ...
)

Arguments

x	an object of class "compare_category", usually, a result of a call to compare_category().
prompt	logical. The default value is FALSE. If there are multiple visualizations to be output, if this argument value is TRUE, a prompt is output each time.
na.rm	logical. Specifies whether to include NA when plotting mosaics plot. The default is FALSE, so plot NA.
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.
base_family	character. The name of the base font family to use for the visualization. If not specified, the font defined in dlookr is applied. (See details)
...	arguments to be passed to methods, such as graphical parameters (see par). However, it only support las parameter. las is numeric in 0, 1; the style of axis labels. 0 : always parallel to the axis [default], 1 : always horizontal to the axis,

Details

The base_family is selected from "Roboto Condensed", "Liberation Sans Narrow", "NanumSquare", "Noto Sans Korean". If you want to use a different font, use it after loading the Google font with import_google_font().

Value

NULL. This function just draws a plot.

See Also

compare_category, print.compare_category, summary.compare_category.

Examples

# Generate data for the example
heartfailure2 <- heartfailure[, c("hblood_pressure", "smoking", "death_event")]
heartfailure2[sample(seq(NROW(heartfailure2)), 5), "smoking"] <- NA

# Compare the all categorical variables
all_var <- compare_category(heartfailure2)

# plot all pair of variables
plot(all_var)

# Compare the two categorical variables
two_var <- compare_category(heartfailure2, smoking, death_event)

# plot a pair of variables
plot(two_var)
  
# plot a pair of variables without NA
plot(two_var, na.rm = TRUE)

# plot a pair of variables not focuses on typographic elements
plot(two_var, typographic = FALSE)

dlookr documentation built on May 29, 2024, 2 a.m.