It has its ups and downs (5)
I believe the answer is:
graph
(Other definitions for graph that I've seen before include "Drawing showing relationship between quantities" , "Visual representation" , "Plotted diagram" , "Diagram showing the relation between variables" , "Symbolic diagram" .)