Introduction The Scottish Professional Football League (SPFL) has become the focal point of Scottish football, representing the pinnacle of the sport in the country. With the 2023 season underway, the SPFL continues to attract attention from fans, media, and potential investors, highlighting the league’s importance not only as a sporting competition but also as a