Social media preprocessing detects social media content, such as mentions, hashtags, emojis, and the like. Once social media content has been detected, similar types of content are grouped under a certain special word, for example, _mention_ or _happy_. This way, models will learn about mentions or hashtags in general and not about specific mentions or specific hashtags.