Deer Creek Quaker Cemetery was established on land donated by Isaac Coates, who brought his family from Chester County, Pennsylvania, to settle in Lexington Township in 1820. Its name comes from the nearby stream and signifies the numerous deer that have abounded in the vicinity. The cemetery sits across from the former Deer Creek Quaker Meeting House, and Isaac Coates is among the pioneers buried there.