Introduction The recent clash between Lille OSC (commonly referred to as LOSC) and PAOK Thessaloniki in the UEFA Europa Conference League has sparked considerable interest among football fans. This encounter not only features two historic clubs but also showcases the increasing competitiveness of European football, making it a key event in the UEFA calendar. Match