I agree that for statistics and data exploration R is certainly not clunky. My use case is more discrete PDE, where the R capabilities for sparse matrices and

I agree that for statistics and data exploration R is certainly not clunky. My use case is more discrete PDE, where the R capabilities for sparse matrices and advanced linear algebra are a bit limited (but this may be just because I'm more used to the annoyances of numpy).