This map shows where Lowe's is closing stores By: CNBC.com News November 05, 2018 at 12:46 PM EST Lowe's announced on Monday it is closing 51 underperforming stores. The retailer has been criticized for lagging behind rival Home Depot. Read More >> Related Stocks: Home Depot J C Penney Company Inc Lowe's Companies