While I agree 100% with your main point,

"it’s a graph of commits” makes no sense to a layperson

every coder should know what a graph is, the basic concept at least. Really if elementary schoolers are supposed to understand multiplication, they can be taught to understand graphs too.

the word “diff” makes no sense

diff is short for difference. And that basically explains it