---
language:
- en
license: apache-2.0
size_categories:
- 1K<n<10K
task_categories:
- text-classification
dataset_info:
- config_name: default
  features:
  - name: Book
    dtype: string
  - name: Description
    dtype: string
  - name: Genres
    sequence:
      class_label:
        names:
          '0': History & Politics
          '1': Health & Medicine
          '2': Mystery & Thriller
          '3': Arts & Design
          '4': Self-Help & Wellness
          '5': Sports & Recreation
          '6': Non-Fiction
          '7': Science Fiction & Fantasy
          '8': Countries & Geography
          '9': Other
          '10': Nature & Environment
          '11': Business & Finance
          '12': Romance
          '13': Philosophy & Religion
          '14': Literature & Fiction
          '15': Science & Technology
          '16': Children & Young Adult
          '17': Food & Cooking
  splits:
  - name: train
    num_bytes: 9056101.474375822
    num_examples: 7914
  - name: validation
    num_bytes: 1131726.605781866
    num_examples: 989
  - name: test
    num_bytes: 1132870.9198423128
    num_examples: 990
  download_size: 6784892
  dataset_size: 11320699.0
- config_name: original-genres
  features:
  - name: Book
    dtype: string
  - name: Description
    dtype: string
  - name: Genres
    sequence:
      class_label:
        names:
          '0': Superheroes
          '1': The United States Of America
          '2': Read For School
          '3': Asia
          '4': Romanticism
          '5': Technical
          '6': Journal
          '7': American Revolution
          '8': Collections
          '9': Police
          '10': Angels
          '11': Historical Mystery
          '12': Chinese Literature
          '13': International
          '14': Sierra Leone
          '15': African American Literature
          '16': Sword and Planet
          '17': Graphic Novels Comics
          '18': Urbanism
          '19': Research
          '20': Polish Literature
          '21': Transgender
          '22': Russian Literature
          '23': Canada
          '24': Young Adult Fantasy
          '25': Counselling
          '26': Pakistan
          '27': LGBT
          '28': Liberia
          '29': Science Fiction Fantasy
          '30': Star Trek
          '31': Basketball
          '32': Parenting
          '33': Lds
          '34': Dinosaurs
          '35': Prostitution
          '36': Americana
          '37': Danish
          '38': Law
          '39': Alternate History
          '40': Short Stories
          '41': Crafts
          '42': Comedian
          '43': Womens Fiction
          '44': Alchemy
          '45': Rabbits
          '46': Teaching
          '47': Womens Studies
          '48': Christian Fantasy
          '49': Journaling
          '50': Light Novel
          '51': Nigeria
          '52': Poetry
          '53': School
          '54': Astronomy
          '55': 15th Century
          '56': Government
          '57': Poland
          '58': Media Tie In
          '59': Theatre
          '60': Communication
          '61': Steampunk
          '62': Us Presidents
          '63': Time Travel
          '64': Ghost Stories
          '65': Art Design
          '66': Horses
          '67': Urban Planning
          '68': Dutch Literature
          '69': Soccer
          '70': Emotion
          '71': Drawing
          '72': Jewish
          '73': Christian Romance
          '74': Witches
          '75': Political Science
          '76': Musicals
          '77': New Adult
          '78': Romania
          '79': Tea
          '80': Travel
          '81': Money
          '82': Irish Literature
          '83': Genetics
          '84': Epic Fantasy
          '85': Latin American Literature
          '86': Mermaids
          '87': Sports
          '88': Gay
          '89': Japanese Literature
          '90': Clean Romance
          '91': Comedy
          '92': Ghana
          '93': Productivity
          '94': Bande Dessinée
          '95': Dungeons and Dragons
          '96': Social Issues
          '97': Biblical Fiction
          '98': Design
          '99': Chick Lit
          '100': Christian Historical Fiction
          '101': Skepticism
          '102': Fostering
          '103': Romanian Literature
          '104': Geology
          '105': Hungary
          '106': M M F
          '107': Nutrition
          '108': Japan
          '109': Juvenile
          '110': International Development
          '111': Thriller
          '112': Disability
          '113': Transport
          '114': Africa
          '115': Erotic Romance
          '116': Satanism
          '117': Engineering
          '118': Travelogue
          '119': Tarot
          '120': Poverty
          '121': Anthropology
          '122': Kenya
          '123': Family
          '124': Lovecraftian
          '125': Criticism
          '126': Christian Non Fiction
          '127': Fantasy Romance
          '128': China
          '129': Portugal
          '130': Hip Hop
          '131': Amazon
          '132': Drama
          '133': Presidents
          '134': Divination
          '135': World War I
          '136': Rock N Roll
          '137': Italy
          '138': Unicorns
          '139': Gardening
          '140': Queer
          '141': Halloween
          '142': Taoism
          '143': Lesbian Romance
          '144': Shapeshifters
          '145': Spirituality
          '146': Paranormal
          '147': Foodie
          '148': Westerns
          '149': Young Adult Paranormal
          '150': Greece
          '151': 19th Century
          '152': Childrens
          '153': Space
          '154': Fiction
          '155': Tudor Period
          '156': Comics
          '157': Military History
          '158': Agriculture
          '159': Animals
          '160': Batman
          '161': Civil War
          '162': French Literature
          '163': South Africa
          '164': Historical
          '165': Outdoors
          '166': Fighters
          '167': Coming Of Age
          '168': Eugenics
          '169': Regency Romance
          '170': Counting
          '171': Fat Studies
          '172': Asexual
          '173': Internet
          '174': Literary Criticism
          '175': Sword and Sorcery
          '176': Horse Racing
          '177': Art
          '178': Naval History
          '179': Holocaust
          '180': Czech Literature
          '181': Mystery Thriller
          '182': Birds
          '183': Inspirational
          '184': Death
          '185': 21st Century
          '186': Ancient
          '187': Spy Thriller
          '188': Theology
          '189': Climate Change
          '190': Far Right
          '191': Psychiatry
          '192': Romantic
          '193': Faith
          '194': Christian Fiction
          '195': Technology
          '196': Chapter Books
          '197': Lesbian
          '198': Historical Romance
          '199': Archaeology
          '200': New York
          '201': Surreal
          '202': Israel
          '203': Adventure
          '204': Reference
          '205': Science Fiction Romance
          '206': International Relations
          '207': Folklore
          '208': Flash Fiction
          '209': Ukrainian Literature
          '210': Health Care
          '211': Neuroscience
          '212': Supernatural
          '213': Language
          '214': Management
          '215': Climate Change Fiction
          '216': Science Fiction
          '217': Young Readers
          '218': Aliens
          '219': Mystery
          '220': Medical
          '221': Alternate Universe
          '222': Menage
          '223': How To
          '224': 16th Century
          '225': Gay Fiction
          '226': Occult
          '227': Buisness
          '228': Military Romance
          '229': Fairy Tales
          '230': Book Club
          '231': Self Help
          '232': Murder Mystery
          '233': Church
          '234': Sweden
          '235': France
          '236': Serbian Literature
          '237': Gender Studies
          '238': Modern
          '239': War
          '240': Academia
          '241': Prehistory
          '242': Erotica
          '243': Picture Books
          '244': Gods
          '245': Noir
          '246': Ethiopia
          '247': Mountaineering
          '248': Indian Literature
          '249': Russian History
          '250': Textbooks
          '251': Urban
          '252': Hockey
          '253': Adult
          '254': Short Story Collection
          '255': Futurism
          '256': Computer Science
          '257': Gaming
          '258': Psychoanalysis
          '259': Punk
          '260': Werewolves
          '261': Psychological Thriller
          '262': High School
          '263': Cities
          '264': Robots
          '265': Love
          '266': Writing
          '267': Denmark
          '268': Mental Illness
          '269': Iran
          '270': Monsters
          '271': Cyberpunk
          '272': Manga
          '273': Tasmania
          '274': Love Inspired
          '275': Turkish Literature
          '276': Anti Racist
          '277': 17th Century
          '278': Adhd
          '279': Mental Health
          '280': Atheism
          '281': Polygamy
          '282': Mauritius
          '283': Indonesian Literature
          '284': Film
          '285': Abuse
          '286': Logic
          '287': Terrorism
          '288': New Adult Romance
          '289': Counter Culture
          '290': Post Apocalyptic
          '291': Christianity
          '292': 12th Century
          '293': Gothic Horror
          '294': Superman
          '295': Medieval
          '296': Rwanda
          '297': Realistic Fiction
          '298': Womens
          '299': Religion
          '300': Prayer
          '301': Splatterpunk
          '302': Classic Literature
          '303': Crime
          '304': Dragonlance
          '305': Hungarian Literature
          '306': Chemistry
          '307': Video Games
          '308': Ghosts
          '309': American Civil War
          '310': Thelema
          '311': Boarding School
          '312': Autistic Spectrum Disorder
          '313': Romantic Suspense
          '314': Microhistory
          '315': Romance
          '316': Folk Tales
          '317': Vegetarian
          '318': Food and Drink
          '319': American Revolutionary War
          '320': Music
          '321': Illness
          '322': Star Wars
          '323': Figure Skating
          '324': Theory
          '325': Amish
          '326': Adoption
          '327': Shojo
          '328': Health
          '329': Literary Fiction
          '330': Cults
          '331': Futuristic
          '332': Programming
          '333': Social Work
          '334': M F Romance
          '335': Economics
          '336': British Literature
          '337': Aviation
          '338': World History
          '339': Food
          '340': Nursery Rhymes
          '341': Islam
          '342': Zombies
          '343': Maritime
          '344': Military Fiction
          '345': Medieval History
          '346': Vegan
          '347': Biography Memoir
          '348': School Stories
          '349': Paranormal Romance
          '350': Activism
          '351': Storytime
          '352': Gender
          '353': Singularity
          '354': Medicine
          '355': Astrology
          '356': Cookbooks
          '357': Dying Earth
          '358': Hugo Awards
          '359': Dragons
          '360': Catholic
          '361': Cozy Mystery
          '362': Holiday
          '363': Software
          '364': Wolves
          '365': Latin American
          '366': French Revolution
          '367': Trains
          '368': M M Romance
          '369': Fantasy
          '370': Vampires
          '371': Comic Strips
          '372': Prehistoric
          '373': Arthurian
          '374': Speculative Fiction
          '375': Demons
          '376': Education
          '377': Young Adult
          '378': Contemporary
          '379': True Story
          '380': Mathematics
          '381': Love Inspired Suspense
          '382': Roman
          '383': BDSM
          '384': Fairies
          '385': Graphic Novels
          '386': Finance
          '387': Comix
          '388': Genderfluid
          '389': Animal Fiction
          '390': Geography
          '391': Cthulhu Mythos
          '392': Lebanon
          '393': Malawi
          '394': Marathi
          '395': Swedish Literature
          '396': African Literature
          '397': Dark
          '398': The World
          '399': Weird West
          '400': Ancient History
          '401': Fitness
          '402': Asian Literature
          '403': Ecology
          '404': Australia
          '405': Historical Fiction
          '406': 18th Century
          '407': Finnish Literature
          '408': Classics
          '409': Native American History
          '410': Canadian Literature
          '411': Diets
          '412': Regency
          '413': Middle Grade
          '414': Egypt
          '415': Retellings
          '416': Utopia
          '417': Josei
          '418': New Weird
          '419': Mysticism
          '420': Poetry Plays
          '421': History
          '422': Home Economics
          '423': Edwardian
          '424': Wildlife
          '425': Diary
          '426': 20th Century
          '427': Cultural
          '428': Audiobook
          '429': Politics
          '430': Humor
          '431': Banned Books
          '432': Metaphysics
          '433': Reverse Harem
          '434': Sociology
          '435': Literature
          '436': Dc Comics
          '437': Novella
          '438': Natural History
          '439': Heroic Fantasy
          '440': Legal Thriller
          '441': Egyptian Literature
          '442': Musicians
          '443': Young Adult Contemporary
          '444': Palaeontology
          '445': Brain
          '446': Magical Realism
          '447': God
          '448': Christian Living
          '449': Polyamory
          '450': Food Writing
          '451': Divorce
          '452': Fan Fiction
          '453': Spanish Literature
          '454': Pulp
          '455': Relationships
          '456': Psychology
          '457': Princesses
          '458': Conspiracy Theories
          '459': Race
          '460': Germany
          '461': Forgotten Realms
          '462': Russia
          '463': Autobiography
          '464': True Crime
          '465': Dark Fantasy
          '466': Personal Development
          '467': Magic
          '468': Action
          '469': African American
          '470': Games
          '471': German Literature
          '472': Young Adult Romance
          '473': College
          '474': Botswana
          '475': Weird Fiction
          '476': Evolution
          '477': Plays
          '478': Childrens Classics
          '479': Homeschool
          '480': Zen
          '481': Architecture
          '482': Love Story
          '483': Ukraine
          '484': Guidebook
          '485': Business
          '486': Social Justice
          '487': M M Contemporary
          '488': Paganism
          '489': Baseball
          '490': Femme Femme
          '491': Suspense
          '492': Books About Books
          '493': Portuguese Literature
          '494': Sexuality
          '495': Wicca
          '496': Nobel Prize
          '497': Gothic
          '498': Buddhism
          '499': Witchcraft
          '500': Scandinavian Literature
          '501': Lds Non Fiction
          '502': Scotland
          '503': Novels
          '504': Photography
          '505': Victorian
          '506': Cycling
          '507': Pop Culture
          '508': Detective
          '509': Memoir
          '510': European Literature
          '511': Judaica
          '512': Comic Book
          '513': European History
          '514': Lds Fiction
          '515': Go
          '516': Culinary
          '517': Social Science
          '518': Zimbabwe
          '519': Sudan
          '520': Cooking
          '521': Biography
          '522': American History
          '523': Art History
          '524': Anthologies
          '525': Morocco
          '526': Adult Fiction
          '527': Linguistics
          '528': Classical Music
          '529': Fat Acceptance
          '530': Algeria
          '531': Entrepreneurship
          '532': High Fantasy
          '533': Espionage
          '534': Historical Fantasy
          '535': Elves
          '536': India
          '537': Native Americans
          '538': Horror
          '539': Mythology
          '540': Biology
          '541': Physics
          '542': Nordic Noir
          '543': Own
          '544': Fat
          '545': Kids
          '546': Academic
          '547': Tv
          '548': Ireland
          '549': Russian Revolution
          '550': Essays
          '551': Dogs
          '552': Somalia
          '553': Southern Gothic
          '554': New Age
          '555': Philosophy
          '556': Contemporary Romance
          '557': Anarchism
          '558': Nonfiction
          '559': Social
          '560': Christian
          '561': Southern
          '562': Judaism
          '563': Apocalyptic
          '564': Bizarro Fiction
          '565': Beauty and The Beast
          '566': Military Science Fiction
          '567': Female Authors
          '568': Space Opera
          '569': Spain
          '570': Fae
          '571': Modern Classics
          '572': Society
          '573': Fairy Tale Retellings
          '574': History Of Science
          '575': Seinen
          '576': Hard Science Fiction
          '577': Urban Fantasy
          '578': Epic
          '579': Brazil
          '580': American
          '581': Christmas
          '582': Football
          '583': Artificial Intelligence
          '584': Global Warming
          '585': Environment
          '586': Turkish
          '587': Plantagenet
          '588': Martial Arts
          '589': Dystopia
          '590': English Literature
          '591': Sustainability
          '592': Marriage
          '593': Love Inspired Historical
          '594': Pirates
          '595': Journalism
          '596': Italian Literature
          '597': Sports Romance
          '598': Tragedy
          '599': United States
          '600': Leadership
          '601': Street Art
          '602': Nature
          '603': Medieval Romance
          '604': Unfinished
          '605': Popular Science
          '606': World War II
          '607': Hinduism
          '608': Spanish Civil War
          '609': Survival
          '610': Greek Mythology
          '611': Feminism
          '612': Science
          '613': Personal Finance
          '614': Teen
          '615': Cats
          '616': Social Media
  splits:
  - name: train
    num_bytes: 59034301
    num_examples: 9923
  download_size: 6974335
  dataset_size: 59034301
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
- config_name: original-genres
  data_files:
  - split: train
    path: original-genres/train-*
tags:
- book
- genre
- goodreads
---
# Dataset Card for "goodreads-bookgenres"


multiclass multilabel is the most fun :) 


### labels


> note: the label idx  is assigned randomly

```yml
- name: Genres
    sequence:
      class_label:
        names:
          '0': Non-Fiction
          '1': Nature & Environment
          '2': History & Politics
          '3': Other
          '4': Science Fiction & Fantasy
          '5': Philosophy & Religion
          '6': Arts & Design
          '7': Romance
          '8': Literature & Fiction
          '9': Food & Cooking
          '10': Business & Finance
          '11': Mystery & Thriller
          '12': Countries & Geography
          '13': Sports & Recreation
          '14': Health & Medicine
          '15': Children & Young Adult
          '16': Self-Help & Wellness
          '17': Science & Technology
```