├── .gitignore ├── README.md ├── data ├── lda50.model ├── lda_train4.model ├── rev_test.pkl ├── rev_train.pkl ├── train_corpus4.pkl └── train_id2word4.pkl ├── mongo-load ├── business_load.py └── reviews_load.py ├── notebooks ├── 2-train_corpus_prep_and_LDA_train.ipynb ├── 2.0_optional_HDP_Model_to_find_number_of_topics_for_LDA.ipynb ├── 3-test_corpus_prep_and_apply_LDA_get_vectors.ipynb └── yelp_nlp_presentation.pdf └── preprocess.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/README.md -------------------------------------------------------------------------------- /data/lda50.model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/data/lda50.model -------------------------------------------------------------------------------- /data/lda_train4.model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/data/lda_train4.model -------------------------------------------------------------------------------- /data/rev_test.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/data/rev_test.pkl -------------------------------------------------------------------------------- /data/rev_train.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/data/rev_train.pkl -------------------------------------------------------------------------------- /data/train_corpus4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/data/train_corpus4.pkl -------------------------------------------------------------------------------- /data/train_id2word4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/data/train_id2word4.pkl -------------------------------------------------------------------------------- /mongo-load/business_load.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/mongo-load/business_load.py -------------------------------------------------------------------------------- /mongo-load/reviews_load.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/mongo-load/reviews_load.py -------------------------------------------------------------------------------- /notebooks/2-train_corpus_prep_and_LDA_train.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/notebooks/2-train_corpus_prep_and_LDA_train.ipynb -------------------------------------------------------------------------------- /notebooks/2.0_optional_HDP_Model_to_find_number_of_topics_for_LDA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/notebooks/2.0_optional_HDP_Model_to_find_number_of_topics_for_LDA.ipynb -------------------------------------------------------------------------------- /notebooks/3-test_corpus_prep_and_apply_LDA_get_vectors.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/notebooks/3-test_corpus_prep_and_apply_LDA_get_vectors.ipynb -------------------------------------------------------------------------------- /notebooks/yelp_nlp_presentation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/notebooks/yelp_nlp_presentation.pdf -------------------------------------------------------------------------------- /preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcmuon/nlp_yelp_review_unsupervised/HEAD/preprocess.py --------------------------------------------------------------------------------