What did you buy? Maybe 10% of the packages I order get taxed. Maybe CBSA hates you.
I should clarify, always use standard post via Canada Post. Any expedited shipping will get handed off to DHL or other couriers then yes be ready for heavy fees, but the bright side is you get your stuff quick.