Introduction The recent match between Petrolul Ploiești and CFR Cluj held on October 22, 2023, was not just another fixture in the Liga I calendar; it represented a fierce rivalry steeped in history and competitive spirit. Both teams are among the stalwarts of Romanian football, and their encounters often attract significant attention from fans and