The process of analyzing the content of a particular form of media, such as women's magazines or television commercials, is known as what?

I believe it's known as textual analysis

In textual analysis, researchers aimed to learn the core messages that exist in the communication media such as magazines, tv shows, or even commercials.

From this, they could obtain more information regarding a certain culture and understand how it operates.