Dear Arunim,
Thank you for your work, I have learned a lot from your code. But I still have a question about the tfidf score you provide in company_score_tfidf.py. How can I compute the scores? As I know, tfidf score is based on the frequency of each word in each company name. So I can say the tfidf of a particular word in a particular name. It may not be the same when the word appearing in a different company name.
Sincerely looking forward to hearing from you. Thanks,