Question: what physical quantity is represented by the slope of the line?
Answer: The slope is representing the change in v over the change in time. By definition, this is the acceleration. Also more than just a gimmick, it's geometry's way of showing us how variables not only relate to one another, but how they can represent the rate of change between the variables.