The best explanation for the graph is:
As temperature rises, gas particles are moving faster and may leave the solution.
This statement accurately reflects the relationship between temperature and the behavior of gas particles in a liquid solution. As temperature increases, gas particles gain kinetic energy, which can lead to them escaping from the solution into the gas phase.