enlp.understanding.topics.tfidf_topic_modelling¶

enlp.understanding.topics.tfidf_topic_modelling(docs, no_topics=10)[source]¶

LDA Topic Modelling with TF-IDF

Parameters

docslist: list of texts (documents)
no_topicsint: number of topics to determine

Returns

tfidf_modelgensim model

topic model

dictionarygensim dictionary: Bag-of-Words dictionary for corpus, important for determining topics of new documents