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"The attack occurred at 8.30 a.m. in Bagh-e-Dawood locality in the western outskirts of Kabul," a police official told Xinhua news agency.
The bus was travelling to neighbouring Wardak province.
Najib Danish, a spokesperson of the interior ministry, confirmed the casualties.