I have never used Julia before. What about it makes seems so inevitable?
R is a interactive statistical programming language that acts as a frontend for more performance languages. AFAIK interactivity is not the strongest points of Julia at the moment.
Not sure what you mean. Julia has the exact same notebook environment (Jupyter) as R and Python. Fun fact: the “Ju” in Jupyter stands for “Julia” (the “pyt” and “r” stand for what you think).
For example, take a look at the reactive Julia notebook, Pluto.jl: https://plutojl.org/plutocon2021