Content Data – TikTok is a platform with a large amount of user-generated content. Each type of content has its characteristics, and the system should be able to identify and differentiate between them for reliable recommendations. User data – including interest tags, occupation, age, gender, demographics, etc. It also includes the underlying characteristics of ML-based customer bases.