Datasets:
Formats:
csv
Languages:
English
Size:
100K - 1M
Tags:
Stylometry
Writing Style
Authorship Attribution
Text Generation
Style Evaluation
Style Classification
License:
Sentence
string | Charles Dickens
int64 | Jane Austen
int64 | Mark Twain
int64 | Louisa May Alcott
int64 | Herman Melville
int64 | Author
string | Label_(number)
int64 | Label_(tuple)
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string | num_words
float64 | pos
string | parse_tree
string | dependency
string | verb_count
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float64 | noun_count
float64 | coord_count
float64 | subord_count
float64 | verb_percent
float64 | adverb_percent
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float64 | longest_path_parstree
int64 | depth_parstree
int64 | longest_word_length
int64 | questions
int64 | questions_wh
int64 | PRP_first
int64 | PRP_second
int64 | PRP_third
int64 | PRP_first_percent
float64 | PRP_second_percent
float64 | PRP_third_percent
float64 | noun_phrase
int64 | Passive
string | Compare_Super
string | CONJP
bool | Imperative
bool | Nsubj
float64 | PP_Percent
float64 | PP_VP_Percent
float64 | PP_NP_Percent
float64 | PP_O_Percent
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Why, I have been ashamed of your moroseness there!
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Charles Dickens
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<0> Why, I have been ashamed of your moroseness there! <end>
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From the blacksmith’s.” “Halloa!” said the sergeant, staring at Joe.
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Charles Dickens
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<0> From the blacksmith’s.” “Halloa!” said the sergeant, staring at Joe. <end>
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Their conversations, however, were not always on subjects so high as history or morals.
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Jane Austen
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<1> Their conversations, however, were not always on subjects so high as history or morals. <end>
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Thus, you were to hammer boys round—Old Clem!
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<0> Thus, you were to hammer boys round—Old Clem! <end>
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“I am extremely sorry; but I knew there was a coach from your part of the country at midday, and I thought you would come by that one.
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<0> “I am extremely sorry; but I knew there was a coach from your part of the country at midday, and I thought you would come by that one. <end>
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Take your light gloves and the embroidered handkerchief.
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Hands clutching money, were thrust aloft out of the jam by men who hoped this eloquent appeal would cleave a road their strugglings could not open.
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What is it that is strange?” “That the King is not missed.” “How?
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<2> What is it that is strange?” “That the King is not missed.” “How? <end>
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She felt it so; and though, in looking forward, neither rational happiness, nor worldly prosperity could be justly expected for her sister, in looking back to what they had feared, only two hours ago, she felt all the advantages of what they had gained.
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<1> She felt it so; and though, in looking forward, neither rational happiness, nor worldly prosperity could be justly expected for her sister, in looking back to what they had feared, only two hours ago, she felt all the advantages of what they had gained. <end>
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‘I am sure it’s very kind of you to make the offer, but I am much too umble to accept it.’ ‘What nonsense, Uriah!’ ‘Oh, indeed you must excuse me, Master Copperfield!
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<0> ‘I am sure it’s very kind of you to make the offer, but I am much too umble to accept it.’ ‘What nonsense, Uriah!’ ‘Oh, indeed you must excuse me, Master Copperfield! <end>
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Mark Twain
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<2> The old bend had already begun to fill up, and the boat got to running away from mysterious reefs, and occasionally hitting one. <end>
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Without saying a word, she walked up with a cordial face, shook hands with him, and patted him on the arm.
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Charles Dickens
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<0> Without saying a word, she walked up with a cordial face, shook hands with him, and patted him on the arm. <end>
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Those in the wealthy quarter are spacious; painted snow-white usually, and generally have wide verandas, or double-verandas, supported by ornamental columns.
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Mark Twain
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<2> Those in the wealthy quarter are spacious; painted snow-white usually, and generally have wide verandas, or double-verandas, supported by ornamental columns. <end>
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When I awoke, the wind had risen, and the sign of the house (the Ship) was creaking and banging about, with noises that startled me.
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Charles Dickens
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<0> When I awoke, the wind had risen, and the sign of the house (the Ship) was creaking and banging about, with noises that startled me. <end>
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Laurie went on the box so Meg could keep her foot up, and the girls talked over their party in freedom.
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Louisa May Alcott
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<3> Laurie went on the box so Meg could keep her foot up, and the girls talked over their party in freedom. <end>
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He has no curiosity or care for the scene about him, and always speaks to the girl.
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Charles Dickens
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End of preview. Expand
in Data Studio
19th-century novelists' sentences
We constructed the 5-author dataset using texts from Project Gutenberg, focusing on five prominent 19th-century novelists: Charles Dickens, Mark Twain, Herman Melville, Jane Austen, and Louisa May Alcott. This selection balances male and female authors as well as British and American literary traditions, offering a diverse testbed for stylistic analysis. Sentence segmentation was performed with the NLTK library, and tokenization/word counts were obtained with Stanford CoreNLP (v4.5.7). The final dataset contains 115,471 sentences. In addition to the raw sentences, the release includes rich annotations automatically extracted using Stanford CoreNLP, such as dependency relations, parse trees, and a variety of low-level and high-level syntactic features. These supplementary layers of linguistic information provide valuable resources for researchers interested not only in stylometric analysis but also in broader investigations of syntactic and semantic phenomena.
If you use this dataset in your research, please cite the paper below in which it was introduced:
Paper: "Generation, Evaluation, and Explanation of Novelists’ Styles with Single-Token Prompts"
GitHub: https://github.com/mosabrezaei/Text-Generation-XAI
Cite:
@inproceedings{rezaei2025stylometry,
title={Generation, Evaluation, and Explanation of Novelists’ Styles with Single-Token Prompts},
author={Rezaei, Mosab and Rajaei Moghadam, Mina and Shaikh, Abdul Rahman and Alhoori, Hamed and Freedman, Reva},
booktitle={ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL)},
doi={},
pages={},
month={},
year={2025}}
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