Julia (not to confuse with Julia) is a programming language, that walks like Python, feels like lisp and runs like C. It is open source and belongs to the high-level programming language category. You can see our crash course in Julia (programming).
Plots in Julia are best done with (poorly named) Plots. Plot.ly seems powerful too but no so well maintained for Julia.