Just fettled one. The tape came off quite easily but I had some recently where the tape was a nightmare...probably that cheap tape the pound shops sell.I sometimes pull tape off but it certainly only takes me a few mins to rip off any to discard.
Often I just chuck it out side and the damp/dew over a few nights does the job, then it gets recycled.