Title: Interactive Box Plot
Version: 0.1.1
Description: Interactive box plot using 'plotly' for clinical trial analysis.
License: GPL (≥ 3)
URL: https://merck.github.io/boxly/, https://github.com/Merck/boxly
BugReports: https://github.com/Merck/boxly/issues
Encoding: UTF-8
LazyData: true
Depends: R (≥ 4.1.0)
Imports: DT, brew, rlang, crosstalk, ggplot2, htmlwidgets, htmltools, metalite, plotly, uuid
Suggests: covr, knitr, rmarkdown, testthat (≥ 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
RoxygenNote: 7.2.3
NeedsCompilation: no
Packaged: 2023-10-24 02:27:07 UTC; wangben
Author: Benjamin Wang [aut, cre], Yujie Zhao [aut], Yilong Zhang [ctb], Nan Xiao [ctb], Hiroaki Fukuda [ctb], Sarad Nepal [ctb], Madhusudhan Ginnaram [ctb], Venkatesh Burla [ctb], Merck Sharp & Dohme Corp [cph]
Maintainer: Benjamin Wang <benjamin.wang@merck.com>
Repository: CRAN
Date/Publication: 2023-10-24 02:40:02 UTC

Create an interactive box plot

Description

Create an interactive box plot

Usage

boxly(
  outdata,
  color = NULL,
  hover_summary_var = c("n", "min", "q1", "median", "mean", "q3", "max"),
  hover_outlier_label = c("Participant Id", "Parameter value"),
  x_label = "Visit",
  y_label = "Change",
  heading_select_list = "Lab parameter",
  heading_summary_table = "Number of Participants"
)

Arguments

outdata

An outdata object created from prepare_ae_forestly().

color

Color for box plot.

hover_summary_var

A character vector of statistics to be displayed on hover label of box.

hover_outlier_label

A character vector of hover label for outlier.

x_label

x-axis label.

y_label

y-axis label.

heading_select_list

Select list menu label.

heading_summary_table

Summary table label.

Value

Interactive box plot.

Examples

# Only run this example in interactive R sessions
if (interactive()) {
  library(metalite)

  meta_boxly(
    boxly_adsl,
    boxly_adlb,
    population_term = "apat",
    observation_term = "wk12"
  ) |>
    prepare_boxly() |>
    boxly()
}

An example ADEG dataset

Description

Definition of each variable can be found in https://github.com/phuse-org/phuse-scripts/tree/master/data/adam/cdisc

Usage

boxly_adeg

Format

A data frame with 32139 and 35 variables:

Source

https://github.com/phuse-org/phuse-scripts/tree/master/data/adam/cdisc

An example ADLB dataset

Description

Definition of each variable can be found in https://github.com/phuse-org/phuse-scripts/tree/master/data/adam/cdisc

Usage

boxly_adlb

Format

A data frame with 24746 and 24 variables:

Source

https://github.com/phuse-org/phuse-scripts/tree/master/data/adam/cdisc

A Subject Level Demographic Dataset

Description

A dataset containing the demographic information of a clinical trial following CDISC ADaM standard.

Usage

boxly_adsl

Format

A data frame with 254 rows and 51 variables.

Details

Definition of each variable can be found in https://github.com/phuse-org/phuse-scripts/tree/master/data/adam/cdisc

Source

https://github.com/phuse-org/phuse-scripts/tree/master/data/adam/cdisc

An example ADVS dataset

Description

Definition of each variable can be found in https://github.com/phuse-org/phuse-scripts/tree/master/data/adam/cdisc

Usage

boxly_advs

Format

A data frame with 32139 and 34 variables:

Source

https://github.com/phuse-org/phuse-scripts/tree/master/data/adam/cdisc

Create an example metadata object

Description

Create an example metadata object

Usage

meta_boxly(
  dataset_adsl,
  dataset_param,
  population_term,
  population_subset = SAFFL == "Y",
  observation_term,
  observation_subset = SAFFL == "Y",
  parameters = unique(dataset_param$PARAMCD)
)

Arguments

dataset_adsl

ADSL source dataset.

dataset_param

Observation level source dataset for boxplot.

population_term

A character value of population term name.

population_subset

An unquoted condition for selecting the populations from ADSL dataset.

observation_term

A character value of observation term name.

observation_subset

An unquoted condition for selecting the observations from dataset_param dataset.

parameters

A chracter vector of parameters defined in dataset_param$PARAMCD

Value

A metalite object.

Examples


meta_boxly(
  boxly_adsl,
  boxly_adlb,
  population_term = "apat",
  observation_term = "wk12"
)

Prepare data for interactive box plot

Description

Prepare data for interactive box plot

Usage

prepare_boxly(meta, population = NULL, observation = NULL, analysis = NULL)

Arguments

meta

A metadata object created by metalite.

population

A character value of population term name. The term name is used as key to link information.

observation

A character value of observation term name. The term name is used as key to link information.

analysis

A character value of analysis term name. The term name is used as key to link information.

Value

Metadata list with plotting dataset.

Metadata list with plotting dataset

Examples

library(metalite)

meta <- meta_boxly(
  boxly_adsl,
  boxly_adlb,
  population_term = "apat",
  observation_term = "wk12"
)
prepare_boxly(meta)