Web application to simulate experimental data
Authors: Pablo Bernabeu
Abstract: This table is contained in a web application. The application altogether contains eight tables, all of which are created using the 'DT' package. The first seven tables summarise the data set that is being constructed by the user the application. In contrast, the table in the 'Dataset' tab contains the unabridged data set.
The table in the 'Summary' tab is the most interesting one, as it enables a live summary of the data by selecting specific variables as well as a range of summary statistics for any numeric variables.
# Selecting numeric descriptives
checkboxInput('include_Minimum', 'Minimum', value = FALSE)
checkboxInput('include_Maximum', 'Maximum', value = FALSE)
checkboxInput('include_Median', 'Median', value = FALSE)
checkboxInput('include_Mean', 'Mean', value = TRUE)
checkboxInput('include_SD', 'SD', value = TRUE)
Full Description:
Table Type: interactive-Shiny
Submission Type: Single Table Example
Table: https://pablo-bernabeu.shinyapps.io/experimental-data-simulation/#section-summary
Repo: https://github.com/pablobernabeu/Experimental-data-simulation/blob/master/index.Rmd#L3044-L3178
RStudio Cloud:
DT package used: true
gt package used: false
reactable package used: false
flextable package used: false
huxtable package used: false
kableExtra package used: false
Other packages: