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: https://gist.github.com/SachaEpskamp/5796467 who delivered the best solution for a vast majority of r packages on input files
There is also a function 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: https://github.com/Eduardodudu/ExploratoryShiny
- RStudio Cloud: https://rstudio.cloud/project/959448
Full Example:
