skat/skatt is common to danish/norwegian/swedish, and in all countries it means both taxes and treasure. In danish/norwegian it also means loved one, but swedes would miss that point.

The danes have chosen to name their tax authority not "skat authority" or something like that, just "skat" which evokes the friendly/funny pun.