Norway doesn't eat a lot of whale.

The amount of whale meat in stores is only a couple hundred tons per year, whereas the others (beef, pork, chicken) are in the hundreds of thousands of tons. Other fish and seafood consumption total several thousand tons.

Depending on where you are in Norway, whale may not even be available at your local grocery store. If you do, its probably buried in the frozen food section.