The Mammoths were wide spread. You can still find their remains in upstate NY. The mystery is that the Mammoths in Siberia were flash frozen so that they were frozen in mid chew. They were frozen in seconds in a climate event we have not witnessed in historic times.
Theories try to explain this freezing phenomenon but to my knowledge it remains a bona fide mystery.