The state diagram for the SIR model.

The nodes, x_s, x_i, and x_r represent counts within a population to the susceptible, infected, and recovered states, respectively. The transmission rate, β, controls the flow of susceptible individuals to infected. The recovery rate, γ, controls the flow of individuals out of the cascade.