The company that I am working for is a large-scale sport live streaming company. When they first created the data schema for sports teams, they did not consider the team naming convention across different sports and regions. As a result, there are thousands of duplicated teams in the database. Thus, users could not follow a team on the website. We could not recommend relevant content.