Changes in version 2.0.0 (2018-07-17) - Data sets are now cached to minimize loading times (#2, @richfitz) - Data files are always read in UTF-8 Encoding now (#3, #5, @isteves) New data sets: - animals/cats, animals/donkeys, animals/horses, animals/ponies List of cat, donkey, horse, and pony breeds sourced from wikipedia. - animals/collateral_adjectives list of animals plus collateral adjectives. - animals/dog_names list of dog names. - colors/dulux Dulux colors. - colors/google_material_colors Material Design Style Color Palette. - colors/palettes The top 200 most popular palettes on colourlovers.com. - colors/xkcd The 954 most common RGB monitor colors, as defined by several hundred thousand participants in the xkcd color name survey. - divination/zodiac Zodiac signs and associated information, both Western and Eastern. - film-tv/game-of-thrones-houses Game of Thrones Houses. - film-tv/iab_categories Categories from Interactive Advertising Bureau. - film-tv/netflix-categories Netflix Movie Categories. - film-tv/popular-movies A bunch of movies, mostly Best Picture winners or nominees, scraped from the web. - foods/bad_beers Beers with the 100 lowest scores on BeerAdvocate, adapted from https://www.beeradvocate.com/lists/bottom/ - foods/iba_cocktails Cocktails recognized by the International Bartenders Association for use in the World Cocktail Competition. - foods/sausages A list of sausages. - foods/scotch_whiskey A list of scotch whiskies. - games/zelda List of Zelda characters by game. - geography/canadian_municipalities Top 100 Canadian municipalities by 2011 population. - geography/countries_with_capitals A list of countries and its respective capitals. - geography/japanese_prefectures Japanese regions and prefectures. - geography/nationalities A list of nationalities. - geography/norwegian_cities Top Norwegian Cities by 2017 population. - geography/nyc_neighborhood_zips Neighborhoods of New York City and their corresponding ZIP codes. - geography/sf_neighborhoods San Francisco neighborhoods and their locations. - geography/us_airport_codes IATA and ICAO airport codes for the primary commercial airports in each state. - geography/us_counties U.S. Counties by State. - geography/us_metropolitan_areas U.S. Metropolitan, Micropolitan and Combined Statistical Areas with 2016 population estimates. - geography/us_state_capitals U.S. State Capitals. - geography/winds A list of regional and local winds and weather phenomena. - governments/mass-surveillance-project-names This is a list of government surveillance projects and related databases throughout the world. - humans/2016_us_presidential_candidates All individuals who filed a Statement of Candidacy with the FEC to register as a presidential candidate in the 2016 United States election. - humans/atus_activities Activity category codes used by the US Bureau of Labor Statistics in its American Time Use Survey. - humans/celebrities Celebrities. - humans/descriptions A list of adjectives for describing people, taken from www.enchantedlearning.com/wordlist/adjectivesforpeople.shtml. - humans/norwayFirstNamesBoys First names of boys, pulled from Statistics Norway 2015. - humans/norwayFirstNamesGirls First names of girls, pulled from Statistics Norway 2015. - humans/norwayLastNames Last names of people, pulled from Statistics Norway 2015. - humans/thirdPersonPronouns Third person personal pronouns with case. - humans/tolkienCharacterNames Character names from Tolkien's Middle Earth, from https://en.wikipedia.org/wiki/List_of_Middle-earth_characters - mathematics/primes_binary The first 1000 prime numbers in binary. - medicine/hospitals A partial list of the hospitals in the United States. - music/a_list_of_guitar_manufacturers A list of guitar manufacturers. - music/female_classical_guitarists A list of women classical guitarists. - music/hamilton_musical_obcrecording_actors_characters Actors and the named characters played by them in the Original Broadway Cast recording of Hamilton: An American Musical. - music/instruments Musical Instruments. - music/xxl_freshman Every rapper that's ever made the XXL Annual Freshman Cover. - mythology/greek_myths_master Greek Myths Actors. - objects/clothing List of clothing types. - objects/corpora_winners Winners in the Corpora Brackets. - science/weather_conditions A list of phrases describing weather conditions. - plants/plants List of plants by common name. - sports/football/epl_teams Current (as of November 2016) teams in the EPL (English Premier League) and where they play. - sports/football/laliga_teams Teams in the Spanish Primera División, La Liga(2017-18) with their details. - sports/football/serieA Teams in the Italian First División, Serie A(2017-18) with their details. - sports/mlb_teams Current (as of 2016) Major League Baseball teams and where they play. - sports/nba_mvps NBA MVP award winners 1956-2017. - sports/nba_teams Current (as of 2016) teams in the NBA and where they play. - sports/nhl_teams Current (as of 2016) teams in the NHL and where they play. - sports/olympics Olympic Games summary data. - transportation/commercial-aircraft List of aircraft manufacturers and some of their aircraft types currently in use. - travel/lcc A list of low cost air carriers. - words/compounds A partial list of English compound words. - words/emoji/emoji All the Unicode emoji. - words/ergative_verbs 'Ergative' verbs in English can be used both transitively and intransitively. - words/expletives Common expletives and spelling variants used in internet comments. - words/harvard_sentences The Harvard sentences are a collection of sample phrases that are used for standardized testing of Voice over IP, cellular, and other telephone systems. - words/infinitive_verbs Infinitive verbs. - words/literature/infinitejest List of names from the novel Infinite Jest by David Foster Wallace. - words/literature/lovecraft_words H.P Lovecraft favorite words. - words/literature/technology_quotes Edited passages from public domain works. These quotes are intended as standard propaganda in science-fiction stories. - words/personal_pronouns Personal pronouns. - words/possessive_pronouns Possessive pronouns. - words/prepositions A list of English prepositions. - words/state_verbs State verbs. - words/strange_words Some strange sounding words. - words/units_of_time A list of units of time ordered by magnitude. - words/verbs_with_conjugations Verbs with conjugations. Updated data sets: - animals/birds_north_america Birds of North America, Update per ABA Checklist Version 7.9.0 – July 2016. - Updates: animals/dogs, divination/tarot_interpretations, film-tv/tv_shows, foods/fruits, foods/sandwiches, foods/tea, foods/vegetables, geography/countries, geography/us_cities, geography/venues, humans/occupations, humans/prefixes, mathematics/primes, music/genres, mythology/lovecraft, objects/objects, religion/christian_saints, science/elements, sports/nfl_teams, technology/computer_sciences, technology/new_technologies, technology/programming_languages, words/adjs, words/stopwords/bg. Deleted data sets: - animals/birds_uk Birds of the United Kingdom, source (RSPB) copyright notice does not clearly allow for file's inclusion in corpora project. - words/emoji/positive_emoji and words/emoji/sea_emoji, see words/emoji/emoji instead. Changes in version 1.2.0 (2016-05-02) - categories() lists subcategories as well New data sets: - animals/birds_north_america Birds of North America, grouped by family. Source: http://listing.aba.org/aba-checklist/ - architecture/passages Ways to enter or exit a place. - corporations/industries A list of all industries on LinkedIn, as of May 21, 2013 Source: http://robertwdempsey.com/liindustries - divination/tarot_interpretations Tarot card interpretations, from Mark McElroy's A Guide to Tarot Meanings (http://www.madebymark.com/a-guide-to-tarot-card-meanings/) - film-tv/tv_shows 1000 entries from the list of TV shows at http://en.wikipedia.org/wiki/List_of_television_programs_by_name - foods/apple_cultivars The 1000 most popular apple cultivars in the USDA's Pomological Watercolor collection. - foods/combine A list of recipe instructions. - foods/tea Types of tea. - foods/vegetable_cooking_times Approximate cooking times for various vegetables Source: http://recipes.howstuffworks.com/tools-and-techniques/how-to-cook-vegetables24.htm - foods/wine_descriptions A list of words commonly used to describe wine. - games/bannedGames/argentina/bannedList A list of video games banned in Argentina. - games/bannedGames/brazil/bannedList A list of video games banned in Brazil. - games/bannedGames/china/bannedList A list of video games banned in China. - games/bannedGames/denmark/bannedList A list of video games banned in Denmark. - games/dark_souls_iii_messages Organized components from the Dark Souls III message system. - games/wrestling_moves A list of professional wrestling moves. - humans/englishHonorifics English honorifics. - humans/famousDuos Famous duos. - humans/lastNames Last names of people, pulled from the US Census for the 2000s. - materials/gemstones A list of the names of materials commonly used as gemstones Source: https://en.wikipedia.org/wiki/List_of_gemstone_species - mathematics/fibonnaciSequence The first 1000 numbers in the Fibonnaci Sequence. - mathematics/primes The first 1000 prime numbers. - mathematics/trigonometry A list of trigonometric functions, formulas, equations, etc.. - medicine/diagnoses International Statistical Classification of Diseases and Related Health Problems, 10th revision Source: http://www.cdc.gov/nchs/icd/icd10cm.htm - medicine/drugNameStems A list of generic pharmaceutical drug name stems. Hypens indicate whether a stem appears at the beginning, middle, or end of the name. Source: http://druginfo.nlm.nih.gov/drugportal/jsp/drugportal/DrugNameGenericStems.jsp - medicine/drugs A list of pharmaceutical drug names Source: The United States National Library of Medicine, http://druginfo.nlm.nih.gov/drugportal/ - music/bands_that_have_opened_for_tool Bands that have opened for Tool. You must be really dedicated to your music if you are willing to play before Tool fans. - music/rock_hall_of_fame Artists who have been added to the Rock N' Roll Hall of Fame along with their year of induction Source: https://en.wikipedia.org/wiki/List_of_Rock_and_Roll_Hall_of_Fame_inductees - mythology/greek_gods Gods and goddesses from Greek myth. - mythology/greek_monsters Monsters from Greek myth. - mythology/greek_titans Titans from Greek myth. - mythology/hebrew_god Hebrew names of God used in the Old Testament Bible. - mythology/monsters A list of monsters and other mythic creatures. - mythology/norse_gods Gods and goddesses of norse and germanic myth. - plants/cannabis 420 popular strains of cannabis. - religion/christian_saints - religion/fictional_religions - religion/parody_religions - religion/religions - science/minor_planets List of names of the first 1000 numbered minor planets. - societies_and_groups/animal_welfare - societies_and_groups/designated_terrorist_groups/australia - societies_and_groups/designated_terrorist_groups/canada - societies_and_groups/designated_terrorist_groups/china - societies_and_groups/designated_terrorist_groups/egypt - societies_and_groups/designated_terrorist_groups/european_union - societies_and_groups/designated_terrorist_groups/india - societies_and_groups/designated_terrorist_groups/iran - societies_and_groups/designated_terrorist_groups/israel - societies_and_groups/designated_terrorist_groups/kazakhstan - societies_and_groups/designated_terrorist_groups/russia - societies_and_groups/designated_terrorist_groups/saudi_arabia - societies_and_groups/designated_terrorist_groups/tunisia - societies_and_groups/designated_terrorist_groups/turkey - societies_and_groups/designated_terrorist_groups/ukraine - societies_and_groups/designated_terrorist_groups/uae - societies_and_groups/designated_terrorist_groups/united_kingdom - societies_and_groups/designated_terrorist_groups/united_nations - societies_and_groups/designated_terrorist_groups/united_states - societies_and_groups/fraternities/coeducational_fraternities - societies_and_groups/fraternities/defunct - societies_and_groups/fraternities/fraternities - societies_and_groups/fraternities/professional - societies_and_groups/fraternities/service - societies_and_groups/fraternities/sororities - societies_and_groups/semi_secret - sports/nfl_teams Current (as of 2015) teams in the NFL and where they play. - technology/lisp A list of LISP dialects. - technology/new_technologies New or emerging technologies. - technology/photo_sharing_websites Photo sharing websites. - technology/programming_languages - technology/social_networking_websites Social networking websites. - technology/video_hosting_websites Video hosting websites. - words/closed_pairs Closed pairs in English i.e both words rhyme with each other and only with each other. from https://en.wikipedia.org/wiki/List_of_closed_pairs_of_English_rhyming_words - words/emoji/cute_kaomoji A general corpus of cute kaomoji. - words/emoji/positive_emoji A general corpus of positive emoji. - words/emoji/sea_emoji A general corpus of emoji of sea/water creatures. - words/encouraging_words A list of encouraging words to tell someone about something they created. - words/interjections a list of exclamatory words and expression from http://www.enchantedlearning.com/wordlist/interjections.shtml - words/literature/mr_men_little_miss Mr Men and Little Miss characters Source: http://www.mrmen.com - words/literature/shakespeare_phrases Phrasess coined by Shakespeare, from http://www.pathguy.com/shakeswo.htm - words/literature/shakespeare_sonnets Shakespeare's sonnets. - words/literature/shakespeare_words Words coined by Shakespeare, from http://www.pathguy.com/shakeswo.htm - words/personal_nouns List of personal nouns in the 1890 Webster's Unabridged Dictionary. Assembled by Cory Taylor from Project Gutenberg's HTML edition of the dictionary: http://www.gutenberg.org/ebooks/673 Source: https://github.com/coryandrewtaylor/Personal-Nouns - words/resume_action_words Resume action words. Source: http://careercenter.umich.edu/article/resume-action-words - words/rhymeless_words English words for which there is no perfect rhyme, taken from https://en.wikipedia.org/wiki/List_of_English_words_without_rhymes - words/spells A list of Harry Potter spells and descriptions. - words/stopwords/ar Arabic stop words. - words/stopwords/bg Bulgarian stop words. - words/stopwords/cs Chech stop words. - words/stopwords/da Danish stop words. - words/stopwords/de German stop words. - words/stopwords/en English stop words. - words/stopwords/es Spanish stop words. - words/stopwords/fi Finnish stop words. - words/stopwords/fr French stop words. - words/stopwords/gr Greek stop words. - words/stopwords/it Italian stop words. - words/stopwords/jp Japanese stop words. - words/stopwords/lv Latvian stop words. - words/stopwords/nl Dutch stop words. - words/stopwords/no Norwegian stop words. - words/stopwords/pl Polish stop words. - words/stopwords/pt Portugese stop words. - words/stopwords/ru Russian stop words. - words/stopwords/sk Slovakian stop words. - words/stopwords/sv Swedish stop words. - words/stopwords/tr Turkish stop words. Changes in version 1.1.1 (2015-07-13) - Get rid of R CMD check notes. Changes in version 1.1.0 (2015-06-08) New data sets: - architecture/rooms Different kinds of rooms. - art/isms A list of modernist art isms. - corporations/fortune500 The 2014 Fortune 500 list. - foods/breads_and_pastries A list of classic breads and sweet pastries. - foods/condiments A list of condiments. - foods/curds A list of curds, cheeses, and other fermented dairy products. - games/street_fighter_ii Street Fighter II fighting moves. - governments/uk_political_parties A list of uk political parties. Source: http://www.electoralcommission.org.uk/ export on 8th May 2015. - humans/moods A list of words that naturally complete the phrase 'They were feeling...'. - materials/abridged-body-fluids Abridged body fluids. - materials/building-materials Building materials. - materials/carbon-allotropes Carbon allotropes. - materials/decorative-stones Decorative stones. - materials/fabrics Fabrics. - materials/fibers Fibers. - materials/layperson-metals Layperson metals. - materials/natural-materials Natural materials. - materials/packaging Packaging. - materials/plastic-brands Plastic brands. - materials/sculpture-materials Sculpture materials. - materials/technical-fabrics Technical fabrics. - music/genres A list of musical genres taken from wikipedia article titles. - music/mtv_day_one Music videos broadcast on MTV's first day Source: https://en.wikipedia.org/wiki/First_music_videos_aired_on_MTV - mythology/lovecraft Deities and supernatural creatures from the works of Lovecraft and the Cthulhu mythos. - technology/appliances A list of home appliances. Changes in version 1.0.1 (2015-04-07) First release.