 Avar material culture is found south to Macedonia.However, to the east of the Carpathians, there are next to no Avar archaeological finds, suggesting that they lived mainly in the western Balkans.Scholars propose that a highly structured and hierarchical Avar society existed, having complex interactions with other "barbarian" groups.