Bagata Territory, a territory in Bandundu Province, Democratic Republic of the Congo
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Bagata, Bandundu, a town in Bandundu Province, Democratic Republic of the Congo
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Bagata people, one of the Scheduled Tribes of India living primarily in Andhra Pradesh
Tabu Ley Rochereau, a musician and later politician once dubbed the "African Elvis", was born in Bagata.