Hakata dialect
Refers to the Japanese dialect spoken in the Hakata area of Fukuoka City, part of the broader Hakata-ben (Fukuoka dialect).
She sounds very approachable when she speaks in Hakata dialect.
Compound of 博多 (Hakata, a ward of Fukuoka City) and 弁 (dialect).