├── .gitignore ├── 1. Text Representation.ipynb ├── 2. Topic Modeling.ipynb ├── 3. Sentiment Analysis.ipynb ├── 4. Applications.ipynb ├── LICENSE ├── README.md ├── d4sci.mplstyle ├── data ├── Apple-Twitter-Sentiment-DFE.csv ├── D4Sci_logo_ball.png ├── D4Sci_logo_full.png ├── googlebooks-eng-all-1gram-20120701-a.gz ├── mary.pickle ├── negative-words.txt ├── nltk_stopwords.txt ├── polyglot-en.pkl ├── positive-words.txt ├── questions-words.txt ├── table_langs.dat ├── text8.gz └── vader_lexicon.txt ├── requirements.txt └── slides └── NLP.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataForScience/NLP/HEAD/.gitignore -------------------------------------------------------------------------------- /1. Text Representation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataForScience/NLP/HEAD/1. 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