An analysis using decision trees to identify factors affecting the severity of traffic accidents was carried out. At the first stage, a distinction was made between the types of incidents that lead to consequences of varying severity, and at the second stage, the points of traffic rules are highlighted that are most often violated and lead to accidents with a high level of injury.