Exploratory DfSummary - 2020 Shiny Contest Submission

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: 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 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:

1 Like

Sorry for this bad link, it seems new users can only have 2 links per post.
Repo: https://github.com/Eduardodudu/ExploratoryShiny
RStudio Cloud: https://rstudio.cloud/project/959448

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