Well the violence was all over in Pakistan. And comparing it to other parts, Swat did not see the violence, beheadings, or killings as you mentioned. The article you posted also says and I quote:
Based on information sent by its coordinators from Peshawar, Nowshera, Bannu, Mardan, Swabi...