One reason is that you usually need to try a lot of things before you get something to work. Language productivity is at a premium. You really want some sort

One reason is that you usually need to try a lot of things before you get something to work. Language productivity is at a premium. You really want some sort of interactive shell where you can do calculations and pull up plots etc. This used to be done with IPython, which evolved into Jupyter.