├── .gitignore ├── CITATION.cff ├── LICENSE ├── README.md ├── apt.txt ├── environment.yml ├── workshop1 └── README.md ├── workshop2 ├── 1_network_construction.ipynb ├── 1_network_construction_solution.ipynb ├── 2_network_analysis.ipynb ├── 2_network_analysis_solution.ipynb ├── README.md ├── data │ ├── D_sms_week1_lcc.pickle │ ├── G_bt_snapshot1.pickle │ ├── G_bt_snapshot4.pickle │ ├── G_sms_week1_lcc.pickle │ ├── bt_symmetric.README │ ├── bt_symmetric.csv.gz │ ├── nodelist.csv │ ├── sms.README │ └── sms.csv ├── results │ ├── D_sms_week1_lcc.pickle │ ├── G_bt_snapshot1.pickle │ └── G_sms_week1_lcc.pickle └── workshop2_slides.pdf ├── workshop3 ├── README.md ├── data │ └── vdem.tsv ├── images │ └── vdem.jpg ├── part_1.ipynb ├── part_2.ipynb ├── part_3.ipynb ├── part_4.ipynb └── use_case.ipynb └── workshop4 ├── README.md ├── code ├── 1_information_extraction.ipynb ├── 1_information_extraction_solution.ipynb ├── 2_text_preprocessing.ipynb ├── 2_text_preprocessing_solution.ipynb ├── 3_text_representation.ipynb ├── 3_text_representation_solution.ipynb ├── 4_topic_modeling.ipynb └── output │ ├── corpus.pkl │ ├── dict_gensim.pkl │ ├── document_term_matrix.pkl │ └── tf_idf_gensim.pkl ├── data ├── NER.png ├── POS.png ├── Regular_Expressions_Cheat_Sheet.png ├── news.csv ├── news_subset.csv ├── news_subset_exercise.csv ├── top_500_retweeted_tweets.csv └── top_500_retweeted_tweets_clean.csv └── slides └── Introduction to Natural Language Processing with Python.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/socialcomquant/css_methods_python_workshop/HEAD/.gitignore -------------------------------------------------------------------------------- /CITATION.cff: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/socialcomquant/css_methods_python_workshop/HEAD/CITATION.cff 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