/Topic_modelling

Primary LanguageJupyter Notebook

Topic_modelling

This Project entails the techniques for the extraction of the most relevant topics from a document or Social media chats.

Method Used

  • Genism and LDA

    • Dataset Link
    • Text Preprocessing
    • Making Corpus
    • Training the LDA model
    • Predicting the Topics
    • Visualzing the Model Output

  • Top2Vec

    • Import the Dataset
    • Text Preprocessing
    • Building Top2Vec Model
    • Predicting Topics
    • Wordcloud
    • Extracting Documents on the basis of the topics obtained.