The best explanation for the graph is:
As temperature rises, gas particles are moving faster and may leave the solution.
This statement reflects the behavior of gas particles in relation to temperature. As temperature increases, gas particles gain energy and move faster, which can lead to a decrease in solubility as more gas particles escape from the liquid.