Theme identification is the process of discerning the central topics or underlying messages within a text or dataset, often used in qualitative research and content analysis to interpret and categorize information. This practice aids in understanding the deeper meanings and patterns that are not immediately obvious, providing insights into the author's intent or the data's implications.