Sponsored Topics. Earlimart is a census-designated place (CDP) in Tulare County, California, United States. As of the 2010 census, the CDP population was 8,537, up from 6,583 at the 2000 census. Earlimart is located at 35°52′57″N 119°16′12″W / 35.8825°N 119.27°W / 35.8825; -119.27 (35.882551, -119.269866).