An analytical framework for quantifying and testing patterns of temporal dynamics in social networks

► We detail methods for quantifying and testing temporal dynamics of social networks. ► We evaluate our analysis methods using data from monk parakeets to characterize the temporal dynamics of social structure. ► Monk parakeet social structure generally formed and stabilized quickly. ► Patterns differed by social association type but were generally consistent between groups. ► This analytical framework is generalizable to a wide variety of study systems.