Exploratory DfSummary
Authors: Eduardo dos Santos Almeida
Working with Shiny <1 year
Abstract: DfSummary (Summarytools) reactive to datatables (DT) filters, allowing to explore the data interactively
Full Description: This project aims to use summarytools on shiny and allowing a reactive model with datatable filters. It's also possible to download a pdf of summarytools view function.
The idea is quite simple, upload the data and explore it by filtering data and checking the result on the summary tab.
I find this helpful to have a quick look at the data and its attributes.
All credits on file input sidebar goes to SachaEpskamp: A general shiny app to import and export data to R. Note that this can be used as a starting point for any app that requires data to be loaded into Shiny. · GitHub who delivered the best solution for a vast majority of r packages on input files
There is also a function on github to use it locally, this might be useful for large datasets.
Category: Shiny extensions
Keywords: Summarytools, DT, reactive
Shiny app: https://eduardodudu.shinyapps.io/ShinyDfSummary/
Repo: ht tps://github.com/Eduardodudu/ExploratoryShiny
RStudio Cloud: htt ps://rstudio.cloud/project/959448
Full Example:
