"You came from these few places, you might go to these few places, watch out for these bugbears if you go down that one path."
So this is far from an accurate comparison.
Not even maths papers, which are vehicle for theorem's and proofs, are purely symbolic language and equations. Natural language prose is included when appropriate.
(Uncommonly, some papers - mostly those related to type theory - go so far as to reference hundreds of lines of machine verified symbolic proofs.)