plot_box_numeric.data.frame: Plot Box-Plot of numerical variables

In bit2r/kodlookr: Korean Help Resources for the dlookr Package

Description

The plot_box_numeric() to visualizes the box plot of numeric data or relationship to specific categorical data.

Usage

plot_box_numeric(.data, ...)

## S3 method for class 'data.frame'
plot_box_numeric(
  .data,
  ...,
  title = "Distribution by numerical variables",
  each = FALSE,
  typographic = TRUE
)

## S3 method for class 'grouped_df'
plot_box_numeric(
  .data,
  ...,
  title = "Distribution by numerical variables",
  each = FALSE,
  typographic = TRUE
)

Arguments

.data	data.frame or a tbl_df or a grouped_df.
...	one or more unquoted expressions separated by commas. You can treat variable names like they are positions. Positive values select variables; negative values to drop variables. If the first expression is negative, plot_box_numeric() will automatically start with all variables. These arguments are automatically quoted and evaluated in a context where column names represent column positions. They support unquoting and splicing.
title	character. a main title for the plot.
each	logical. Specifies whether to draw multiple plots on one screen. The default is FALSE, which draws multiple plots on one screen.
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.

Details

The box plot helps determine whether the distribution of a numeric variable. plot_box_numeric() shows box plots of several numeric variables on one screen. This function can also display a box plot for each level of a specific categorical variable.

Examples

# Visualization of all numerical variables
plot_box_numeric(heartfailure)

# Select the variable to diagnose
plot_box_numeric(heartfailure, "age", "time")
plot_box_numeric(heartfailure, -age, -time)

# Visualize the each plots
plot_box_numeric(heartfailure, "age", "time", each = TRUE)

# Not allow the typographic elements
plot_box_numeric(heartfailure, typographic = FALSE)

# Using pipes ---------------------------------
library(dplyr)

# Plot of all numerical variables
heartfailure %>%
  plot_box_numeric()
  
# Using groupd_df  ------------------------------
heartfailure %>% 
  group_by(smoking) %>% 
  plot_box_numeric()
  
heartfailure %>% 
  group_by(smoking) %>% 
  plot_box_numeric(each = TRUE)  
  

bit2r/kodlookr documentation built on Dec. 19, 2021, 9:49 a.m.