Riceville is a census-designated place in Crawford County, Pennsylvania, United States. The population was 68 at the 2010 census. Riceville is located in northeastern Crawford County at 41°46′36″N 79°48′3″W / 41.77667°N 79.80083°W, in southeastern Bloomfield Township. It is on the southern side of Oil Creek, a tributary of the Allegheny River. Pen…Riceville is a census-designated place in Crawford County, Pennsylvania, United States. The population was 68 at the 2010 census. Riceville is located in northeastern Crawford County at 41°46′36″N 79°48′3″W / 41.77667°N 79.80083°W, in southeastern Bloomfield Township. It is on the southern side of Oil Creek, a tributary of the Allegheny River. Pennsylvania Route 77 passes through the community, leading northeast 1 mile to Pennsylvania Route 8 and 7.5 miles to Spartansburg, and southwest 20 miles to Meadville, the Crawford County seat.