High Quality Content by WIKIPEDIA articles! Lac qui Parle County is a county located in the U.S. state of Minnesota. As of 2010, the population was 7,259. Its county seat is Madison. The name of the county is French for "lake that speaks". A March 2011 study by the University of Wisconsin and the Robert Wood Johnson Foundation ranked Lac qui Parle County the healthiest county in Minnesota.