Question: can tf idf exceed 1?
Answer: Can the tf-idf weight of s term in a document exceed 1? Yes. ... The simplest form of TF(word, document) is the number of times word appears in document. TFIDF can be 1 in the naive case, or to add the IDF effect, just do it log(number of documents/number of documents in which word is present).