Chelsie is a moderately popular girls' name in England & Wales, ranking #244 in 1996 with 161 recorded births. The name reached its all-time peak in 1996 with 161 births ranking #244. In 1996, approximately 1 in every 1,838 girls born was named Chelsie. FALLING Recent data shows the name is currently falling.