Chelsie is a moderately popular girls' name in England & Wales, ranking #260 in 1998 with 148 recorded births. The name reached its all-time peak in 1996 with 161 births ranking #244. In 1998, approximately 1 in every 1,954 girls born was named Chelsie. FALLING Recent data shows the name is currently falling.