The main purpose of the study is to comprehensively evaluate population-level survival disparities stage-by-stage, according to specific anatomical colon segments, and based on prognosis as defined by lymph nodes among patients who have undergone curative resection for non-metastatic colon cancer. The study was conducted from the Surveillance Epidemiology and End Result (SEER) program from the USA. Patients who underwent surgery for colon adenocarcinoma between 2000 and 2019 were identified. Demographics and clinical and pathologic factors were compared amongst each other according to different colon segments, stages, and time periods. A total of 482,672 patients were identified and 195,105 of them met the inclusion criteria. Patients with proximal cancers were significantly older, more likely to be female, had a higher number of lymph nodes, and node positivity (p < 0.001). During the study period, an almost 10% improvement in overall survival rate was observed at 3 and 5years for each colon site and stage (p < 0.05). The study's findings revealed a notable improvement in overall and cancer-specific survival rates across all colon segments and stages in patients who underwent curative treatment for non-metastatic primary colon cancer from a nationwide database.