The EagleStats project focuses on fostering the use of data in football. Understanding and analyzing such complex data is not easy for the football clubs, despite the existing tools. EagleStats creates a framework to make the accessibility of data easy by bridging the gap between football management and data science. We offer a software for the managers to analyze a team’s performance and for the football scouts to filter players, run complex statistics and generate automated reports even without data science knowledge. Also, using the same software, data scientists are able to customize more complex and predictive analysis easily.