Atuncolla DistrictAtuncolla District is one of fifteen districts of Puno Province in Peru.Ethnic groupsThe people in the district are mainly indigenous citizens of Quechua descent. Quechua is the first language which the majority of the population learnt to speak in childhood. 9.23% of the residents speak Spanish as a first language..