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Modern techniques and thoughts on Natural Language Processing and Sentiment Analysis. Includes Birch Spherical K-Means Clustering.

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datasets

datasets

 
 

opinion_lexicon

opinion_lexicon

 
 

pickled_models

pickled_models

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

kaggle_movie_4_machine_learning.py

kaggle_movie_4_machine_learning.py

 
 

news_groups_clustering.py

news_groups_clustering.py

 
 

review_polarity_1_word_spotting.py

review_polarity_1_word_spotting.py

 
 

review_polarity_2_word_disambiguation_sentiwordnet.py

review_polarity_2_word_disambiguation_sentiwordnet.py

 
 

review_polarity_3_machine_learning.py

review_polarity_3_machine_learning.py

 
 

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Sentiment-Analysis

Techniques and thoughts on Natural Language Processing and Sentiment Analysis

  1. Word Spotting and Counting using Opinion Lexicon
  2. Word Spotting using SentiWordNet and Word-Sense Disambiguation
  3. Machine Learning
  4. Birch Spherical K-Means Clustering (Unsupervised Machine Learning)

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Modern techniques and thoughts on Natural Language Processing and Sentiment Analysis. Includes Birch Spherical K-Means Clustering.

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python nlp sentiment-analysis clustering scikit-learn nltk k-means-clustering birch-clustering

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