Search is not available for this dataset
text
stringlengths
17
936M
categories
stringclasses
122 values
__index_level_0__
int64
1
34.5k
fiction
stringclasses
2 values
split1
sequencelengths
0
2
split2
sequencelengths
0
2
split3
sequencelengths
0
2
"Bear Greg Songs of Earth and Power Vol. 2 The Serpent Mage The Serpent Mage Songs of Earth and Powe(...TRUNCATED)
Fantasy;Science Fiction
29,366
fiction
[ "Fantasy" ]
[ "Fantasy" ]
[ "Fantasy" ]
"Sat 21 Nov 92 1:45 By: Albert Dobyns To: All Re: A 12 first flight All of the reference material I (...TRUNCATED)
Engineering & Transportation
34,516
non-fiction
[]
[ "Engineering & Transportation" ]
[]
"Also by Richard Bachman and published by Hodder Stoughton Thinner The Bachman Books By Stephen King(...TRUNCATED)
Literature & Fiction;Science Fiction
5,429
fiction
[]
[]
[]
"XANTH SERIES 1. A Spell for Chameleon 1977 2. The Source of Magic 1979 3. Castle Roogna 1979 4. Cen(...TRUNCATED)
Literature & Fiction;Children's Books
29,891
fiction
[]
[]
[]
".ARTIST : Thomas Danger .ALBUM : Inside My Head .GENRE : Techno .QUALITY : Lame 3.98 Beta 320kbps 4(...TRUNCATED)
Arts & Photography
15,427
non-fiction
[]
[]
[]
"Snake Pipe Hollow 1 RuneQuest TABLE OF CONTENTS Common Knowledge 2 Regional Map 2 Area Map 3 Scenar(...TRUNCATED)
Religion;Occult & Paranormal
14,300
non-fiction
[]
[]
[]
"Isaac Asimov Nemesis Table of contents Author s Note Prologue 1: MARLENE 2: NEMESIS 3: MOTHER 4: FA(...TRUNCATED)
Science Fiction
7,323
fiction
[]
[]
[]
"BY TAO S TONSILS THE PIRATE ASKED. WHAT S THIS They stood over an unconscious creature sprawled on (...TRUNCATED)
Children's Books;Action & Adventure
618
fiction
[]
[]
[]
"Worlds of the Timestream: The Interregnum: The Peace by Rick Sutcliffe Writers Exchange E Publishin(...TRUNCATED)
Teen & Young Adult & College;References & Guides & Self-Help
29,278
fiction
[]
[]
[]
"Book two in the CIRCLE OF MAGIC quartet THE POWER IN THE STORM Look for all of Tamora Pierce s book(...TRUNCATED)
Romance;History
14,206
fiction
[]
[]
[]

Dataset Card for Dataset Name

Dataset Summary

Genre-6 dataset is an English dataset based on Kindletrends (UK & US). It contains more than 20k books and associated categories with ready-made binary classification and multilabel classification labels.

Dataset Structure

Data Instances

{"text": "...", "categories": "Engineering & Transportation;Science & Math", "fiction": "non-fiction", "split1": ['Science & Math'], "split2" : ['Engineering & Transportation', 'Science & Math'], "split3": ['Science & Math']}

Data Fields

  • text: Kindletrends text
  • categories: Kidletrends categories (1 to 2 categories per book)
  • fiction: binary label for fiction and non-fiction books
  • splits 1,2,3: multilabel for different subsets of the categories

Data Splits

The dataset contains train (80%), validation (10%) and test (10%) splits.

The splits for multilabels are following:

  • split1: 'Biology & Nature & Biological Sciences','Computer Science', 'Fantasy','Medicine & Health Sciences','Philosophy','Science & Math'.
  • split2: 'Biology & Nature & Biological Sciences','Computer Science', 'Engineering & Transportation','Fantasy','Medicine & Health Sciences','Science & Math'.
  • split3: 'Biology & Nature & Biological Sciences','Computer Science', 'Fantasy','Medicine & Health Sciences', 'Poetry', 'Politics & Social Sciences', 'Science & Math'.

More splits can be generated from the field "categories".

Source Data

Kindletrends

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