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This package contains functions and shiny modules for extracting and merging data within the teal framework.
# stable versions
install.packages('teal.transform')
# install.packages("pak")
pak::pak("insightsengineering/teal.transform@*release")Alternatively, you might want to use the development version available on r-universe.
# beta versions
install.packages('teal.transform', repos = c('https://pharmaverse.r-universe.dev', getOption('repos')))
# install.packages("pak")
pak::pak("insightsengineering/teal.transform")To understand how to use this package, please refer to the Getting Started article, which provides multiple examples of code implementation.
Below is a small example usage:
library(teal.transform)
ADSL <- teal.transform::rADSL
adsl_extract <- data_extract_spec(
dataname = "ADSL",
filter = filter_spec(vars = "SEX", choices = c("F", "M")),
select = select_spec(choices = c("BMRKR1", "AGE"))
)
ui <- data_extract_ui(
id = "adsl_ui",
label = "ADSL UI",
data_extract_spec = adsl_extract
)
library(shiny)
ui <- fluidPage(ui)
server <- function(input, output, session) {}
shinyApp(ui, server)
If you encounter a bug or have a feature request, please file an issue. For questions, discussions, and staying up to date, please use the teal channel in the pharmaverse slack workspace.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.