It's a national symbol of Scotland stolen by England after putting down Scottish rebellion. There's another large stone very important to Ireland that was also stolen by the English.
They then had the Scottish stone put into the seat of a throne so the king or queen sits on Scotland and they had the Irish stone put into basically a footstool and kings and queens would rest their feet on Ireland.