Data Science, Machine Learning.
'Google', 'Yahoo', 'com']) The matrix that was created is NxM where N = number of companies and M = number of unique tokens. You’d notice that we added another (made up) company named “com”. We did that in order to demonstrate an important property of TF-IDF. We use TF-IDF in order to distinguish