├── .Rbuildignore ├── .gitignore ├── .ipynb_checkpoints ├── demo-checkpoint.ipynb ├── dtm-checkpoint.ipynb ├── gensim-lda-checkpoint.ipynb ├── index-checkpoint.ipynb └── sklearn-lda-checkpoint.ipynb ├── CITATION.bib ├── DESCRIPTION ├── LICENSE.md ├── Makefile ├── NAMESPACE ├── NEWS.md ├── README.Rmd ├── README.md ├── analysis ├── .ipynb_checkpoints │ └── demo-checkpoint.ipynb ├── build-README.R ├── preprocess-demi_gods_and_semi_devils.Rmd ├── push.R ├── viz-demo.Rmd ├── viz-topic.Rmd └── viz-word.Rmd ├── data-raw └── affirmative_modifed.R ├── data ├── affirmative.csv ├── affirmative_modifed.csv ├── negative.csv └── stopwords.txt ├── demo.ipynb ├── dev_history_r_proj.R ├── dist ├── dynamic_topic_modeling-1.0.0-py3-none-any.whl ├── dynamic_topic_modeling-1.0.0.tar.gz ├── dynamic_topic_modeling-1.0.1-py3-none-any.whl ├── dynamic_topic_modeling-1.0.1.tar.gz ├── dynamic_topic_modeling-1.0.2-py3-none-any.whl ├── dynamic_topic_modeling-1.0.2.tar.gz ├── dynamic_topic_modeling-1.1.0-py3-none-any.whl └── dynamic_topic_modeling-1.1.0.tar.gz ├── docs ├── .gitignore ├── Gemfile ├── Gemfile.lock ├── _config.yml ├── _data │ ├── alerts.yml │ ├── definitions.yml │ ├── glossary.yml │ ├── sidebars │ │ └── home_sidebar.yml │ ├── tags.yml │ ├── terms.yml │ └── topnav.yml ├── _includes │ ├── archive.html │ ├── callout.html │ ├── footer.html │ ├── google_analytics.html │ ├── head.html │ ├── head_print.html │ ├── image.html │ ├── important.html │ ├── initialize_shuffle.html │ ├── inline_image.html │ ├── links.html │ ├── note.html │ ├── search_google_custom.html │ ├── search_simple_jekyll.html │ ├── sidebar.html │ ├── tip.html │ ├── toc.html │ ├── topnav.html │ └── warning.html ├── _layouts │ ├── default.html │ ├── default_print.html │ ├── none.html │ ├── page.html │ └── page_print.html ├── css │ ├── bootstrap.min.css │ ├── boxshadowproperties.css │ ├── customstyles.css │ ├── font-awesome.min.css │ ├── fonts │ │ ├── FontAwesome.otf │ │ ├── fontawesome-webfont.eot │ │ ├── fontawesome-webfont.svg │ │ ├── fontawesome-webfont.ttf │ │ ├── fontawesome-webfont.woff │ │ └── fontawesome-webfont.woff2 │ ├── modern-business.css │ ├── printstyles.css │ ├── syntax.css │ ├── theme-blue.css │ └── theme-green.css ├── dtm.html ├── feed.xml ├── fonts │ ├── FontAwesome.otf │ ├── fontawesome-webfont.eot │ ├── fontawesome-webfont.svg │ ├── fontawesome-webfont.ttf │ ├── fontawesome-webfont.woff │ ├── glyphicons-halflings-regular.eot │ ├── glyphicons-halflings-regular.svg │ ├── glyphicons-halflings-regular.ttf │ ├── glyphicons-halflings-regular.woff │ └── glyphicons-halflings-regular.woff2 ├── gensim-lda.html ├── images │ ├── company_logo.png │ ├── company_logo_big.png │ ├── doc_example.png │ ├── export_example.png │ ├── favicon.ico │ └── workflowarrow.png ├── index.html ├── js │ ├── customscripts.js │ ├── jekyll-search.js │ ├── jquery.ba-throttle-debounce.min.js │ ├── jquery.navgoco.min.js │ ├── jquery.shuffle.min.js │ └── toc.js ├── licenses │ ├── LICENSE │ └── LICENSE-BSD-NAVGOCO.txt ├── sidebar.json ├── sitemap.xml ├── sklearn-lda.html └── tooltips.json ├── dtm.ipynb ├── dynamic_topic_modeling.Rproj ├── dynamic_topic_modeling.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── entry_points.txt ├── not-zip-safe └── top_level.txt ├── dynamic_topic_modeling ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── _nbdev.cpython-37.pyc │ ├── dtm.cpython-37.pyc │ ├── gensim_lda.cpython-37.pyc │ └── sklearn_lda.cpython-37.pyc ├── _nbdev.py ├── dtm.py ├── gensim_lda.py └── sklearn_lda.py ├── figure ├── demo_topic_evolution.png ├── demo_word_evolution.png ├── topic_evolution.png └── word_evolution.png ├── gensim-lda.ipynb ├── index.ipynb ├── index.md ├── model ├── dtm.pkl ├── gensim-lda.pkl └── sklearn-lda.pkl ├── output ├── demo_dict_text.txt ├── demo_model_df.csv ├── demo_topic_df.csv ├── dtm.html ├── dtm_files │ └── dtm_32_0.png ├── model_df.csv └── topic_df.csv ├── refs ├── BleiLafferty2006a.pdf └── 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