Critical Factors in Doubling Revenue for Soccer Teams : A Comprehensive Study -Application of Amplitude-Based Clustering in Sales Analysis of football clubs

In the quest to enhance revenue streams for soccer clubs, a strategic focus on long-term investments in youth development academies and fostering close community ties has emerged as a promising approach. In this study, we demonstrate the effectiveness of Amplitude-based clustering to identify soccer clubs that have successfully doubled revenues focused on such long-term investments. Terms such as "invisible assets" form a symbiotic relationship that propels a perpetual growth cycle. Utilizing our innovative methodology, we shed light on these intangible assets' pivotal role in the club's sustained prosperity. The insights derived from this study offer a fresh perspective on soccer club management and provide actionable strategies to harness the potential of these invisible assets, thus fostering a thriving ecosystem for sustained growth and progress in football.