I can say also here in Switzerland are some places i would never go alone as a female.Especially at night.But never had this feeling in Doha so for myself i can say Doha is safer then my homecountry.
Regards from Swiss.

*Create your own destiny,fighting against your dark sides,raise your
spirituality.Every day is a new day.A new life.
Keep the faith!*