├── .Rbuildignore ├── .gitattributes ├── .gitignore ├── .travis.yml ├── DESCRIPTION ├── LICENSE ├── NAMESPACE ├── NEWS ├── NEWS.md ├── R ├── as_key.R ├── average_downweighted_zero.R ├── combine_data.R ├── deprecated_functions.R ├── emotion.R ├── emotion_by.R ├── extract_emotion_terms.R ├── extract_profanity_terms.R ├── extract_sentiment_terms.R ├── general_rescale.R ├── get_sentences.R ├── highlight.R ├── profanity.R ├── profanity_by.R ├── sentiment.R ├── sentiment_attributes.R ├── sentiment_by.R ├── sentimentr-package.R ├── textclean_reexports.R ├── uncombine.R ├── utils.R └── validate_sentiment.R ├── README.Rmd ├── README.md ├── data ├── course_evaluations.rda ├── crowdflower_deflategate.rda ├── crowdflower_products.rda ├── crowdflower_self_driving_cars.rda ├── crowdflower_weather.rda ├── hotel_reviews.rda ├── hu_liu_apex_reviews.rda ├── hu_liu_cannon_reviews.rda ├── hu_liu_jukebox_reviews.rda ├── hu_liu_nikon_reviews.rda ├── hu_liu_nokia_reviews.rda ├── kaggle_movie_reviews.rda ├── kotzias_reviews_amazon_cells.rda ├── kotzias_reviews_imdb.rda ├── kotzias_reviews_yelp.rda ├── nyt_articles.rda ├── presidential_debates_2012.rda └── sam_i_am.rda ├── inst ├── CITATION ├── articles │ ├── Ahmad2017.pdf │ ├── Aung2017.pdf │ ├── Brody2011.pdf │ ├── Childs2015.pdf │ ├── Dhaoui2017.pdf │ ├── Hu2004a.pdf │ ├── Hu2004b.pdf │ ├── Kaushik2014.pdf │ ├── Kolchyna2015.pdf │ ├── Liu2010a.pdf │ ├── Liu2010b.pdf │ ├── Mishra2014.pdf │ ├── Qazi2017.pdf │ ├── Taboada2011.pdf │ ├── Tagliamonte2016.pdf │ └── Wilson2005.pdf ├── build.R ├── data_create_scripts │ ├── add_to_dictionary.R │ ├── course_evaluation.R │ ├── crowdflower_self_driving_cars.R │ ├── data_kotzias.R │ ├── grades.R │ ├── hotel_reviews.R │ ├── hu_liu_reviews_data.R │ ├── kaggle_movie.R │ ├── nyt_articles.R │ └── reformat_data.R ├── deprecated_data │ ├── cannon_reviews.rda │ ├── course_evaluations.rda │ ├── hotel_reviews.rda │ ├── kaggle_movie_reviews.rda │ ├── kotzias_reviews.rda │ └── nyt_articles.rda ├── extra_statdoc │ └── readme.R ├── maintenance.R ├── sentiment_testing │ ├── raw_results.R │ └── sentiment_testing.R ├── sentimentr_jss │ ├── .rproj │ ├── jss.bst │ ├── jss.cls │ ├── jsslogo.jpg │ ├── sentimentr.Rmd │ ├── sentimentr.bbl │ ├── sentimentr.bib │ ├── sentimentr.pdf │ └── sentimentr.tex ├── sfp │ └── sfp ├── staticdocs │ └── index.R ├── the_case_for_sentimentr │ ├── attributes_rate.rds │ └── valence_shifter_cooccurrence_rate.R └── web │ ├── as.key-2.png │ ├── as.key.html │ ├── css │ ├── bootstrap-responsive.css │ ├── bootstrap-responsive.min.css │ ├── bootstrap.css │ ├── bootstrap.min.css │ ├── highlight.css │ └── staticdocs.css │ ├── emoticons.html │ ├── get_sentences.html │ ├── highlight.html │ ├── img │ ├── glyphicons-halflings-white.png │ └── glyphicons-halflings.png │ ├── js │ ├── bootstrap.js │ └── bootstrap.min.js │ ├── plot.sentiment.html │ ├── plot.sentiment_by.html │ ├── polarity_table.html │ ├── presidential_debates_2012.html │ ├── replace_emoticon.html │ ├── sam_i_am.html │ ├── sentiment-11.png │ ├── sentiment-8.png │ └── sentiment-9.png ├── man ├── as_key.Rd ├── average_downweighted_zero.Rd ├── combine_data.Rd ├── course_evaluations.Rd ├── crowdflower_deflategate.Rd ├── crowdflower_products.Rd ├── crowdflower_self_driving_cars.Rd ├── crowdflower_weather.Rd ├── emotion.Rd ├── emotion_by.Rd ├── extract_emotion_terms.Rd ├── extract_profanity_terms.Rd ├── extract_sentiment_terms.Rd ├── general_rescale.Rd ├── get_sentences.Rd ├── highlight.Rd ├── hotel_reviews.Rd ├── hu_liu_apex_reviews.Rd ├── hu_liu_cannon_reviews.Rd ├── hu_liu_jukebox_reviews.Rd ├── hu_liu_nikon_reviews.Rd ├── hu_liu_nokia_reviews.Rd ├── kaggle_movie_reviews.Rd ├── kotzias_reviews_amazon_cells.Rd ├── kotzias_reviews_imdb.Rd ├── kotzias_reviews_yelp.Rd ├── nyt_articles.Rd ├── plot.emotion.Rd ├── plot.emotion_by.Rd ├── plot.profanity.Rd ├── plot.profanity_by.Rd ├── plot.sentiment.Rd ├── plot.sentiment_by.Rd ├── presidential_debates_2012.Rd ├── print.extract_emotion_terms.Rd ├── print.extract_profanity_terms.Rd ├── print.extract_sentiment_terms.Rd ├── print.validate_sentiment.Rd ├── profanity.Rd ├── profanity_by.Rd ├── reexports.Rd ├── sam_i_am.Rd ├── sentiment.Rd ├── sentiment_attributes.Rd ├── sentiment_by.Rd ├── sentimentr.Rd ├── sentimentr_data.Rd ├── uncombine.Rd └── validate_sentiment.Rd ├── sentiment_data ├── __MACOSX │ ├── ._sentiment labelled sentences │ └── sentiment labelled sentences │ │ ├── ._.DS_Store │ │ ├── ._imdb_labelled.txt │ │ └── ._readme.txt └── sentiment labelled sentences │ ├── .DS_Store │ ├── amazon_cells_labelled.txt │ ├── imdb_labelled.txt │ ├── readme.txt │ └── yelp_labelled.txt ├── tests ├── testthat.R └── testthat │ ├── test-as.key.R │ ├── test-extract_sentiment_terms.R │ ├── test-get_sentences.R │ ├── test-highlight.R │ ├── test-is_key.R │ ├── test-sentiment.R │ ├── test-sentiment_by.R │ ├── test-uncombine.R │ ├── test-update_key.R │ └── test-utils.R └── tools ├── figure ├── .gitignore ├── 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