configure_report: Configure report template

In DataExplorer: Automate Data Exploration and Treatment

Description

This function configures the content of the to-be-generated data profiling report.

Usage

configure_report(
  add_introduce = TRUE,
  add_plot_intro = TRUE,
  add_plot_str = TRUE,
  add_plot_missing = TRUE,
  add_plot_histogram = TRUE,
  add_plot_density = FALSE,
  add_plot_qq = TRUE,
  add_plot_bar = TRUE,
  add_plot_correlation = TRUE,
  add_plot_prcomp = TRUE,
  add_plot_boxplot = TRUE,
  add_plot_scatterplot = TRUE,
  introduce_args = list(),
  plot_intro_args = list(),
  plot_str_args = list(type = "diagonal", fontSize = 35, width = 1000, margin =
    list(left = 350, right = 250)),
  plot_missing_args = list(),
  plot_histogram_args = list(),
  plot_density_args = list(),
  plot_qq_args = list(sampled_rows = 1000L),
  plot_bar_args = list(),
  plot_correlation_args = list(cor_args = list(use = "pairwise.complete.obs")),
  plot_prcomp_args = list(),
  plot_boxplot_args = list(),
  plot_scatterplot_args = list(sampled_rows = 1000L),
  global_ggtheme = quote(theme_gray()),
  global_theme_config = list()
)

Arguments

add_introduce	add introduce? Default is TRUE.
add_plot_intro	add plot_intro? Default is TRUE.
add_plot_str	add plot_str? Default is TRUE.
add_plot_missing	add plot_missing? Default is TRUE.
add_plot_histogram	add plot_histogram? Default is TRUE.
add_plot_density	add plot_density? Default is FALSE.
add_plot_qq	add plot_qq? Default is TRUE.
add_plot_bar	add plot_bar? Default is TRUE.
add_plot_correlation	add plot_correlation? Default is TRUE.
add_plot_prcomp	add plot_prcomp? Default is TRUE.
add_plot_boxplot	add plot_boxplot? Default is TRUE.
add_plot_scatterplot	add plot_scatterplot? Default is TRUE.
introduce_args	arguments to be passed to introduce. Default is list().
plot_intro_args	arguments to be passed to plot_intro. Default is list().
plot_str_args	arguments to be passed to plot_str. Default is list(type = "diagonal", fontSize = 35, width = 1000, margin = list(left = 350, right = 250)).
plot_missing_args	arguments to be passed to plot_missing. Default is list().
plot_histogram_args	arguments to be passed to plot_histogram. Default is list().
plot_density_args	arguments to be passed to plot_density. Default is list().
plot_qq_args	arguments to be passed to plot_qq. Default is list(sampled_rows = 1000L).
plot_bar_args	arguments to be passed to plot_bar. Default is list().
plot_correlation_args	arguments to be passed to plot_correlation. Default is list("cor_args" = list("use" = "pairwise.complete.obs")).
plot_prcomp_args	arguments to be passed to plot_prcomp. Default is list().
plot_boxplot_args	arguments to be passed to plot_boxplot. Default is list().
plot_scatterplot_args	arguments to be passed to plot_scatterplot. Default is list(sampled_rows = 1000L).
global_ggtheme	global setting for theme. Default is quote(theme_gray()).
global_theme_config	global setting for theme. Default is list().

Note

Individual settings will overwrite global settings. For example: if plot_intro_args has ggtheme set to theme_light() while global_ggtheme is set to theme_gray(), theme_light() will be used.

When setting global themes using global_ggtheme, please pass an unevaluated call to the theme function, e.g., quote(theme_light()).

See Also

create_report

Examples

## Get default configuration
configure_report()

## Set global theme
configure_report(global_ggtheme = quote(theme_light(base_size = 20L)))

Example output

$introduce
list()

$plot_intro
$plot_intro$ggtheme
theme_gray()

$plot_intro$theme_config
list()


$plot_str
$plot_str$type
[1] "diagonal"

$plot_str$fontSize
[1] 35

$plot_str$width
[1] 1000

$plot_str$margin
$plot_str$margin$left
[1] 350

$plot_str$margin$right
[1] 250



$plot_missing
$plot_missing$ggtheme
theme_gray()

$plot_missing$theme_config
list()


$plot_histogram
$plot_histogram$ggtheme
theme_gray()

$plot_histogram$theme_config
list()


$plot_qq
$plot_qq$ggtheme
theme_gray()

$plot_qq$theme_config
list()

$plot_qq$sampled_rows
[1] 1000


$plot_bar
$plot_bar$ggtheme
theme_gray()

$plot_bar$theme_config
list()


$plot_correlation
$plot_correlation$ggtheme
theme_gray()

$plot_correlation$theme_config
list()

$plot_correlation$cor_args
$plot_correlation$cor_args$use
[1] "pairwise.complete.obs"



$plot_prcomp
$plot_prcomp$ggtheme
theme_gray()

$plot_prcomp$theme_config
list()


$plot_boxplot
$plot_boxplot$ggtheme
theme_gray()

$plot_boxplot$theme_config
list()


$plot_scatterplot
$plot_scatterplot$ggtheme
theme_gray()

$plot_scatterplot$theme_config
list()

$plot_scatterplot$sampled_rows
[1] 1000


$introduce
list()

$plot_intro
$plot_intro$ggtheme
theme_light(base_size = 20L)

$plot_intro$theme_config
list()


$plot_str
$plot_str$type
[1] "diagonal"

$plot_str$fontSize
[1] 35

$plot_str$width
[1] 1000

$plot_str$margin
$plot_str$margin$left
[1] 350

$plot_str$margin$right
[1] 250



$plot_missing
$plot_missing$ggtheme
theme_light(base_size = 20L)

$plot_missing$theme_config
list()


$plot_histogram
$plot_histogram$ggtheme
theme_light(base_size = 20L)

$plot_histogram$theme_config
list()


$plot_qq
$plot_qq$ggtheme
theme_light(base_size = 20L)

$plot_qq$theme_config
list()

$plot_qq$sampled_rows
[1] 1000


$plot_bar
$plot_bar$ggtheme
theme_light(base_size = 20L)

$plot_bar$theme_config
list()


$plot_correlation
$plot_correlation$ggtheme
theme_light(base_size = 20L)

$plot_correlation$theme_config
list()

$plot_correlation$cor_args
$plot_correlation$cor_args$use
[1] "pairwise.complete.obs"



$plot_prcomp
$plot_prcomp$ggtheme
theme_light(base_size = 20L)

$plot_prcomp$theme_config
list()


$plot_boxplot
$plot_boxplot$ggtheme
theme_light(base_size = 20L)

$plot_boxplot$theme_config
list()


$plot_scatterplot
$plot_scatterplot$ggtheme
theme_light(base_size = 20L)

$plot_scatterplot$theme_config
list()

$plot_scatterplot$sampled_rows
[1] 1000

DataExplorer documentation built on Dec. 16, 2020, 1:07 a.m.