I can tell you what mathematics is. To do so I would need to list every thing that has been done in mathematics. The word mathematics is a label to signify all that knowledge, and perhaps where it will lead. There is no short way of explaining it, just as there is no short explanation of what an animal is, as opposed to a plant.
Some people will tell you that Quantum mechanics is part of physics, some that it is mathematics. In many ways the boundaries are artificial and personal.
Pure maths is the study of the methods of solution, applied is the study of the solution.
Inside those two distinctions are various subdivision: Fluids, Quantum Mechanics, Mathematical Physics, Solid State...
Then there are the pure subjects, Analysis, Logic, Algebra, Topology, Geometry, Combinatorics. Even inside those divisions are divisions and overlaps - topology and geometry use algebra, but aren't themselves algebraic, hence the terms algebraic geometry.
The reason why there isn't an answer is not because there is some problem with the philosophical, but that there are such diverse related topics (oxymoron, admittedly) that they defy categorification into nice simple words. And if you think there ought to be a short answer then you're a fool to yourself.
As to the Mozart reference.
He would be able to explain what his music is by talking about scales, structure, form, key, but would he have been able to give a definition that would allow you to recognize hip hop or bhangra as a form of music? Would preclude things that weren't in the western keys, why the restriction to discrete frequencies? The answer is that the subject is its practice to each person.
There are no nice answers, and if there were it wouldn't be worth studying.