Review mining or extracting reviews and information from comments on products is an essential task in understanding user feedback. Aspect and sentiment analysis are useful techniques in comprehending comments on a macro level.
- visualizing_topics.ipynb visualizes the documents based on the LDA topics.
- doc2vec_tsne.ipynb gets Document vectors and tsne visualization.
- guided_lda explores guided LDA and visualizes results.
- visualizing_lda.ipynb uses pyldavis to visualize topics and words. Open notebook in Jupyter to see the visualization.