Introduction The Nottingham Panthers, one of the UK’s most storied ice hockey clubs, have made headlines recently as they navigate through the 2023-2024 Elite Ice Hockey League (EIHL) season. With a passionate fanbase and a rich history, the Panthers’ performance is crucial not only for their standings but also for the overall popularity and competitiveness