R is pretty good to boot, and has been around since the 1990s too. I would’ve said that Excel is the assembly of data manipulation and dplyr is the command line

R is pretty good to boot, and has been around since the 1990s too. I would’ve said that Excel is the assembly of data manipulation and dplyr is the command line. The higher level of abstraction and the guardrails help.