The thing that keeps me coming back to Julia is the ability to pipe (or whatever you want to call it). It makes DataFrame operations a lot cleaner since I don't need to modify in place or create new DFs at intermediate steps in a process. Here's a video showing this sort of workflow in R:
https://youtu.be/W3e8qMBypSE