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Naniwa uses glue that is pretty strong and makes the removal of the base a bit of a challenge.
Some people have had success with warming up the base with a blow dryer.

glued tightly. You can however get baseless ones too.
eBay Store: Search results for Japanese tools metalmaster.

he does free shipping form Japan , it takes 2 weeks for the package to get to US.