Books (dataset)

Материал из Поле цифровой дидактики
Описание датасета 1000 самых популярных книг проекта Гутенберг - имя автора, дата публикации, дата рождения, смерти средняя длина предложений, сложность чтения и т.д.
  • 120px-Book_RG01.png
Описание полей
  1. "bibliography.congress classifications",
  2. "bibliography.languages",
  3. "bibliography.subjects",
  4. "bibliography.title",
  5. "bibliography.type",
  6. "metadata.downloads",
  7. "metadata.id",
  8. "metadata.rank",
  9. "metadata.url",
  10. "bibliography.author.birth",
  11. "bibliography.author.death",
  12. "bibliography.author.name",
  13. "bibliography.publication.day",
  14. "bibliography.publication.full",
  15. "bibliography.publication.month",
  16. "bibliography.publication.month name",
  17. "bibliography.publication.year",
  18. "metadata.formats.total",
  19. "metadata.formats.types",
  20. "metrics.difficulty.automated readability index",
  21. "metrics.difficulty.coleman liau index",
  22. "metrics.difficulty.dale chall readability score",
  23. "metrics.difficulty.difficult words",
  24. "metrics.difficulty.flesch kincaid grade",
  25. "metrics.difficulty.flesch reading ease",
  26. "metrics.difficulty.gunning fog",
  27. "metrics.difficulty.linsear write formula",
  28. "metrics.difficulty.smog index",
  29. "metrics.sentiments.polarity",
  30. "metrics.sentiments.subjectivity",
  31. "metrics.statistics.average letter per word",
  32. "metrics.statistics.average sentence length",
  33. "metrics.statistics.average sentence per word",
  34. "metrics.statistics.characters",
  35. "metrics.statistics.polysyllables",
  36. "metrics.statistics.sentences",
  37. "metrics.statistics.syllables",
  38. "metrics.statistics.words"
Форматы данных CSV, JSON
Область знаний Психология, Социология
Веб-сайт - ссылка на датасет https://corgis-edu.github.io/corgis/datasets/csv/classics/classics.csv
Примеры использования датасета
Год создания датасета

This dataset is a collection of the top 1000 most popular books on Project Gutenberg, as determined by downloads. Each book has information about its authorship, publication date, congressional classication, and a few other fields. It also has some simple, computed statistics based on common metrics such as sentiment analysis, Flesch Kincaid Reading level, and average sentence length.

Исходный файл

https://corgis-edu.github.io/corgis
https://corgis-edu.github.io/corgis/datasets/csv/classics/

Описание столбцов в таблице:

  • bibliography.title
  • bibliography.author.name

Фильтр в Snap!

Получаем данные

  • get_web_data


Таблица книг отсортированных по параметрам Rank, Readability, Readability, Comprehension_Difficulty, Polarity, Subjectivity

важные заклинания для работы с данными

{{#for_external_table:

Таблица
Title Author Rank Readability Comprehension_Difficulty Polarity Subjectivity
Pride and Prejudice Austen, Jane 1 10.7 5.7 0.13671337760500446 0.5222391494704692
The Yellow Wallpaper Gilman, Charlotte Perkins 2 7.2 6.24 0.054174293365012734 0.5347874264082076
Alice's Adventures in Wonderland Carroll, Lewis 3 9.3 5.93 0.04107860874944599 0.49727636711271855
Frankenstein; Or, The Modern Prometheus Shelley, Mary Wollstonecraft 4 12.6 6.44 0.10090153627465286 0.5395161487551757
Metamorphosis Kafka, Franz 5 13.8 6.37 0.041996935670926445 0.47901921546913884
Adventures of Huckleberry Finn Twain, Mark 6 8.7 5.59 0.08931925862018178 0.4745187951630081
The Importance of Being Earnest: A Trivial Comedy for Serious People Wilde, Oscar 7 7.0 5.96 0.10026968514280647 0.534784343060185
The Adventures of Tom Sawyer Twain, Mark 8 8.8 6.16 0.06476107829562262 0.48704844378158596
Narrative of the Life of Frederick Douglass, an American Slave Douglass, Frederick 9 10.5 6.48 0.09387813584045827 0.5074296460875009
A Doll's House : a play Ibsen, Henrik 10 5.3 5.53 0.026261727941188452 0.5805215079924373
Moby Dick; Or, The Whale Melville, Herman 11 13.4 6.5 0.08228645346376395 0.4780492613378924
The Adventures of Sherlock Holmes Doyle, Arthur Conan 12 8.2 5.81 0.06259143797439362 0.48668184738715853
Great Expectations Dickens, Charles 13 9.9 5.8 0.07798368485830932 0.4906242353128296
Ulysses Joyce, James 14 8.6 6.35 0.07123035788724716 0.46306693286286965
A Tale of Two Cities Dickens, Charles 15 10.3 6.0 0.07806610204565802 0.4904532055717023
A Modest Proposal: For preventing the children of poor people in Ireland, from being a burden on their parents or country, and for making them beneficial to the publick Swift, Jonathan 16 26.6 9.24 0.1756914585039587 0.5064583455208455
Dracula Stoker, Bram 17 8.8 5.65 0.075270589540311 0.5030392097632636
The Prince Machiavelli, Niccolo 18 20.6 7.23 0.1465468177804127 0.5204133612464581
The Picture of Dorian Gray Wilde, Oscar 19 6.7 5.74 0.06991381964989916 0.5458973341303766
War and Peace Tolstoy, Leo, graf 20 10.8 5.36 0.08206641711733968 0.47401511558244336
Grimms' Fairy Tales Grimm, Wilhelm 21 10.5 1.91 0.10661117464793538 0.4841397158628057
The Kama Sutra of Vatsyayana: Translated From the Sanscrit in Seven Parts With Preface, Introduction and Concluding Remarks Vatsyayana 22 13.5 6.36 0.13107012953611397 0.46422065099943055
Emma Austen, Jane 23 9.6 5.68 0.157109182497322 0.5423073450027583
Beowulf: An Anglo-Saxon Epic Poem Unknown 24 13.3 7.5 0.13712860361621118 0.5371790132759954
Les Misérables Hugo, Victor 25 10.2 5.51 0.0777559225920661 0.494210060487325
The Romance of Lust: A Classic Victorian erotic novel Anonymous 26 12.9 5.68 0.19117116184685465 0.5466514480657667
Jane Eyre: An Autobiography Bronte, Charlotte 27 10.4 6.17 0.0841139886145198 0.5025611302873831
Leaves of Grass Whitman, Walt 28 19.1 7.34 0.14474490574127938 0.5076378089163257
Dubliners Joyce, James 29 8.0 6.0 0.06809492924074417 0.47237120583594877
Sense and Sensibility Austen, Jane 30 12.3 5.9 0.131879813586973 0.5325451309613446
Leviathan Hobbes, Thomas 31 20.6 6.72 0.11616782697752301 0.46430038311161786
The Strange Case of Dr. Jekyll and Mr. Hyde Stevenson, Robert Louis 32 11.0 6.82 0.06787933764993412 0.4877173556522048
Treasure Island Stevenson, Robert Louis 33 9.2 5.96 0.07407747334028003 0.47350471800100735
Wuthering Heights Bronte, Emily 34 9.9 6.07 0.04585489516510218 0.510068286883796
Heart of Darkness Conrad, Joseph 35 9.0 6.68 0.04901319630088766 0.5026182298220377
The Count of Monte Cristo, Illustrated Dumas, Alexandre 36 10.8 5.51 0.09324194609829525 0.4975364718118205
Gulliver's Travels into Several Remote Nations of the World Swift, Jonathan 37 19.3 6.89 0.11480158865025024 0.47662289873120817
The Awakening, and Selected Short Stories Chopin, Kate 38 8.8 6.1 0.0958378068054441 0.4823495632383955
Peter Pan Barrie, J. M. (James Matthew) 39 8.2 5.91 0.0908218570698009 0.5243416869206348
Siddhartha Hesse, Hermann 40 11.5 6.08 0.15748246437739877 0.5129865197688851
The Republic Plato 41 14.3 6.01 0.14313108039777567 0.5215148170441171
Autobiography of Benjamin Franklin Franklin, Benjamin 42 15.7 6.89 0.14349507113184382 0.4669560103725871
The Life and Adventures of Robinson Crusoe Defoe, Daniel 43 24.0 7.0 0.10530021393955503 0.47691803683950124
Songs of Innocence, and Songs of Experience Blake, William 44 11.2 6.52 0.13704874290797575 0.5125445559491018
Essays of Michel de Montaigne — Complete Montaigne, Michel de 45 20.5 6.61 0.1433959400389251 0.5253461387990033
The Divine Comedy by Dante, Illustrated Dante Alighieri 46 13.9 6.62 0.10851235681394195 0.49442483431831064
A Christmas Carol in Prose; Being a Ghost Story of Christmas