Leflore County, Mississippi (MS) County population in 2014: 31,422 (82% urban, 18% rural); it was 37,947 in 2000. County owner-occupied with a mortgage or a loan houses and condos in 2010: 3,441. County owner-occupied free and clear houses and condos in 2010: 2,641. County owner-occupied houses and condos in 2000: 6,905.