text
stringlengths 17
936M
| categories
stringlengths 7
61
| __index_level_0__
int64 0
34.5k
| fiction
stringclasses 2
values | split1
sequence | split2
sequence | split3
sequence |
|---|---|---|---|---|---|---|
"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 | [] | [] | [] |
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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
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