We investigate the Coulomb dipole excitation (CDE) of neutron-rich carbon isotopes, focusing on \(^{15}\) C and \(^{19}\) C, which consist of a core nucleus and one valence neutron. The Coulomb dipole strength distribution \(dB (E1) / dE_{\text {x}}\) is extracted from experimental Coulomb dissociation cross sections using both general and relativistic calculations of virtual photon numbers. Despite similar beam energies, the dissociation cross section of \(^{19}\) C + Pb is significantly larger than that of \(^{15}\) C + Pb, reflecting their difference in neutron separation energy. We also compute theoretical strength distributions using a simple model involving the spectroscopic factor S and the potential radius \(r_{0}\) , achieving good agreement with the experimental data. The extracted parameters (S, \(r_{0}\) ) are reasonable within physical expectations. This study confirms the importance of low neutron separation energy in enhancing Coulomb breakup reaction and provides a useful framework for understanding dipole excitation mechanisms in weakly bound neutron-rich nuclei. In particular, the Coulomb dipole excitation (CDE) potential, which incorporates the Coulomb dipole strength distribution, plays a crucial role in describing the Coulomb breakup of weakly bound neutron-rich nuclei.