Term Frequency (TF) measures how often a term appears in a document relative to the total number of terms, providing insight into the term's importance within that document. It is a fundamental component of the TF-IDF (Term Frequency-Inverse Document Frequency) model used in information retrieval and text mining to evaluate the relevance of a term in a collection of documents.