The viral genome of Canine parvovirus comprises four primary genes: NS1, NS2, VP1, and VP2. NS1 and NS2 are primarily involved in viral replication and the suppression of host intracellular mechanisms, while VP1 and VP2 encode the structural components of the viral capsid. In this study, all available Canine parvovirus sequences deposited in NCBI up to March 20, 2025, were analyzed using MAFFT, Geneious Prime and Swiss Model. For each gene, both completely conserved and highly variable residues were identified, structural modeling was conducted using the consensus data. Our analysis showed that NS1 and NS2 residues were completely conserved at 57.18% and 56.36%, respectively, whereas the rates for VP1 and VP2 were 5.22% and 3.25%. The proportion of highly variable residues was 1.64% for NS1, 4.24% for NS2, 1.92% for VP1, and 2.05% for VP2. Notably, the number of VP1 and VP2 sequences in the dataset was approximately ten times higher than that of NS1 and NS2. Within the VP2 protein, approximately 75% of the highly variable residues were located in the three-fold spikes, which include critical positions such as A297, G300, N426, and T440. At position 426, global strains showed N (CPV-2a) in 43.2%, D (CPV-2b) in 19.1%, and E (CPV-2c) in 37.5% of sequences. Previous studies have also reported K and I substitutions at this site. These findings offer a valuable reference dataset that may support future Canine parvovirus vaccine design and epitope mapping studies.