Morocco, IN. Sponsored Topics. Morocco is a town in Beaver Township, Newton County, Indiana, United States. The population was 1,129 at the 2010 census. Morocco is located at 40°56′44″N 87°27′15″W / 40.94556°N 87.45417°W / 40.94556; -87.45417 (40.975650, -87.423193).