"Broadcast your gender." A comparison of four text-based classification methods of German YouTube channels.

Social media platforms provide a large array of behavioral data relevant to social scientific research. However, key information such as sociodemographic characteristics of agents are often missing. This paper aims to compare four methods of classifying social attributes from text.