While cosine itself has a range of 0 to 1, the cosine similarity is usually defined for tf-idf or bag-of-words vectors, in which the largest angle between any t

While cosine itself has a range of 0 to 1, the cosine similarity is usually defined for tf-idf or bag-of-words vectors, in which the largest angle between any two vectors is 90deg.