Introduction League 1, the third tier of English football, is currently experiencing significant changes and challenges that resonate throughout the sport. With promotion hopes, relegation battles, and financial sustainability at the forefront, the league plays a pivotal role in the development of teams and players seeking to reach higher tiers of competition. The significance of