High Quality Content by WIKIPEDIA articles! J. C. Penney Company, Inc. (NYSE: JCP) is a chain of American mid-range department stores based in Plano, Texas, a suburb north of Dallas. The company operates 1,107 department stores in all 50 U.S. states and Puerto Rico. JCPenney also operates catalog sales merchant offices nationwide in many small markets.