TL,DR: 



Because it revved up so quickly, the company never had time to develop a working supply chain in Canada, which left its stores short on merchandise and full of empty shelves





More info here: http://www.slate.com/blogs/moneybox/2015/01/15/target_closing_in_canada_these_pictures_show_why_it_failed.html