Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
License:
metadata
dataset_info:
- config_name: default
features:
- name: Book
dtype: string
- name: Description
dtype: string
- name: Genres
sequence:
class_label:
names:
'0': Self-Help & Wellness
'1': Non-Fiction
'2': Health & Medicine
'3': Other
'4': Philosophy & Religion
'5': Science & Technology
'6': Countries & Geography
'7': Sports & Recreation
'8': History & Politics
'9': Children & Young Adult
'10': Literature & Fiction
'11': Science Fiction & Fantasy
'12': Nature & Environment
'13': Arts & Design
'14': Romance
'15': Business & Finance
'16': Food & Cooking
'17': Mystery & Thriller
splits:
- name: train
num_bytes: 9186165.104303135
num_examples: 7938
- name: validation
num_bytes: 1147981.3282273505
num_examples: 992
- name: test
num_bytes: 1149138.5674695154
num_examples: 993
download_size: 6881783
dataset_size: 11483285
- 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-*
license: apache-2.0
task_categories:
- text-classification
language:
- en
tags:
- book
- genre
- goodreads
size_categories:
- 1K<n<10K
Dataset Card for "goodreads-bookgenres"
multiclass multilabel is the most fun :)
labels
- name: Genres
sequence:
class_label:
names:
'0': Self-Help & Wellness
'1': Non-Fiction
'2': Health & Medicine
'3': Other
'4': Philosophy & Religion
'5': Science & Technology
'6': Countries & Geography
'7': Sports & Recreation
'8': History & Politics
'9': Children & Young Adult
'10': Literature & Fiction
'11': Science Fiction & Fantasy
'12': Nature & Environment
'13': Arts & Design
'14': Romance
'15': Business & Finance
'16': Food & Cooking
'17': Mystery & Thriller