If resulting index has only 1 level left, the result will be
of Index type, not MultiIndex.
New in version 0.23.1: (support for non-MultiIndex)
Parameters
level (int, str, or list-like, default 0) – If a string is given, must be the name of a level
If list-like, elements must be names or indexes of levels.