words ( 'english' ), ngram_range = ( 1, 2 )) tfidf_mat = tfidf. lower ()) tfidf = CountVectorizer ( analyzer = 'word', stop_words = stopwords. apply ( get_director_writer, args = ( 'writer' ,), axis = 1 ) df += ' ' + df. apply ( get_director_writer, args = ( 'director' ,), axis = 1 ) df = df.

index = title ] except : return None df = df. index = title ] except : try : title = get_close_matches ( title. lower ()) #Let's try guessing the title index! try : index = df. Relation_dwa = dict () # This dictionary will hold the frequency count of ĭef content_based ( title, df, limit, offset ): df = df. Mala Sinha|Dharmendra|Kumkum|Sujit Kumar|Mehmo. Mona Ambegaonkar|Ananth Narayan Mahadevan|Deva.Ī Royal Indian family consists of the Emperor. Under the 'Evening Shadows' truth often plays. While gay rights and marriage equality has bee. Įmraan Hashmi|Shreya Dhanwanthary|Snighdadeep. The movie focuses on existing malpractices in. Īnupam Kher|Akshaye Khanna|Aahana Kumra|Atul S. Vicky Ahuja|Shoaib Ibrahim|Shrikant Kamat|Elen.īased on the memoir by Indian policy analyst S.Įxplores Manmohan Singh's tenure as the Prime. The story of Battalion 609 revolves around a c.

The story revolves around a cricket match betw. Vicky Kaushal|Paresh Rawal|Mohit Raina|Yami Ga. Indian army special forces execute a covert op. Divided over five chapters the film chronicle.

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