This volume is a tutorial for the study of dynamical systems on networks. It discusses both methodology and models, including spreading models for social and biological contagions. The authors focus especially on ℓ́ℓsimpleℓ́ℓ situations that are analytically tractable, because they are insightful and provide useful springboards for the study of more complicated scenarios. This tutoria…