Yellow cards, the ubiquitous symbols of disciplinary action in football, are a constant presence in every match. For fans, they can add to the drama, creating tension and potentially influencing the outcome of a game. For managers, they represent a delicate balance between aggressive play and the risk of suspensions. This article