[cepth]

What would you consider a system? Python definitely has more market share than R, but there's still name brand companies of various sizes that use an R stack for data science.

RStudio lists dozens of example clients here: https://rstudio.com/about/customer-stories/.

Use cases include collaborative model development, EDA tools, dashboarding, printed report generation (PDFs and HTML), public facing websites, etc.