Yes, the application of big data mining and machine learning in football game analysis software worldliveball8. 109 can help teams to better identify and develop young potential players. Through the in-depth analysis of a large number of player data and model training, we can find those players who have potential but have not been widely concerned, and provide corresponding suggestions and development directions for the team. This will help the team to develop new talents and improve their competitiveness.