The boxly package creates interactive box plots for clinical trial analysis & reporting.
02.06.2023_14.17.00_REC.mp4
We assume ADaM datasets are ready for analysis and leverage metalite data structure to define inputs and outputs.
The general workflow is:
- Use
meta_boxly()
or metalite package to construct input metadata from ADaM datasets. For example,. - Use
prepare_boxly()
to prepare datasets for interactive box plot. - Use
boxly()
to generate an interactive box plot.
Here is a quick example using an example dataset:
library("boxly")
meta_boxly(
boxly_adsl,
boxly_adlb,
population_term = "apat",
observation_term = "wk12",
observation_subset = AVISITN <= 12 & !is.na(CHG)
) |>
prepare_boxly() |>
boxly()
- Parameter selection: Drop-down menu to select parameter of interest.
- Interactivity: Display summary statistics and outlier information interactively.
- Listing: Provide detailed information in interactive listing.