subject-nature-gutenberg
Introduction
This is a Distant Reader "study carrel", a set of structured data intended to help the student, researcher, or scholar use & understand a corpus.
This study carrel was created on 2021-06-07 by Eric Morgan <emorgan@nd.edu>. The carrel was created using the Distant Reader gutenberg process, and the input was the result of a query applied to a local mirror of Project Gutenberg -- facet_subject:"Nature". Then, for future reference, the results were saved to a Zip file complete with rudimentary bibliographics. The name of the file is input-file.zip. The Zip file was then unpacked and the contents saved to a cache as well as a directory of plain text files. All of the analysis -- "reading" -- has been done against these plain text files. For example, a short narrative report has been created. This Web page is a more verbose version of that report.
All study carrels are self-contained -- no Internet connection is necessary to use them. Download this carrel for offline reading. The carrel is made up of many subdirectories and data files. The manifest describes each one in greater detail.
Size
There are 20 item(s) in this carrel, and this carrel is 1,323,447 words long. Each item in your study carrel is, on average, 66,172 words long. If you dig deeper, then you might want to save yourself some time by reading a shorter item. On the other hand, if your desire is for more detail, then you might consider reading a longer item. The following charts illustrate the overall size of the carrel.
Readability
On a scale from 0 to 100, where 0 is very difficult and 100 is very easy, the documents have an average readability score of 84. Consequently, if you want to read something more simplistic, then consider a document with a higher score. If you want something more specialized, then consider something with a lower score. The following charts illustrate the overall readability of the carrel.
Word Frequencies
By merely counting & tabulating the frequency of individual words or phrases, you can begin to get an understanding of the carrel's "aboutness". Excluding "stop words", some of the more frequent words include:
one, water, like, will, great, little, now, man, much, trees, many, time, see, may, nature, earth, sea, even, forest, long, every, must, day, well, old, two, life, new, never, good, still, came, made, first, birds, away, found, ground, go, know, wood, come, us, tree, far, woods, surface, soil, though, less
Using the three most frequent words, the three files containing all of those words the most are The Earth as Modified by Human Action, Man and Nature; Or, Physical Geography as Modified by Human Action, and The Development of the Feeling for Nature in the Middle Ages and Modern Times.
The most frequent two-word phrases (bigrams) include:
united states, father oliver, years ago, old man, one day, little boy, new england, one hundred, let us, long time, cubic yards, de la, square miles, every day, two hundred, sur les, hundred years, far away, middle ages, new york, revue des, every one, much less, forest trees, one side, per cent, jim crow, hundred feet, many years, deux mondes, ponts et, des ponts, des deux, annales des, val di, artesian wells, large proportion, next morning, cubic feet, di chiana, never seen, vegetable life, vegetable mould, many times, next day, nora glynn, animal life, north american, long ago, thousand acres
And the three file that use all of the three most frequent phrases are The Lake The Earth as Modified by Human Action, and Man and Nature; Or, Physical Geography as Modified by Human Action.
While often deemed superficial or sophomoric, rudimentary frequencies and their associated "word clouds" can be quite insightful:
Keywords
Sets of keywords -- statistically significant words -- can be enumerated by comparing the relative frequency of words with the number of times the words appear in an entire corpus. Some of the most statistically significant keywords in the carrel include:
great, little, like, god, wood, tree, mrs., illustration, good, time, look, water, old, man, day, bird, sea, new, nature, mr., mountain, lake, italy, forest, england, boy, alps, world, val, united, twinkle, thing, switzerland, surface, states, spring, spirit, southern, soil, shakespeare, sand, roman, river, report, queen, plant, place, paris, northern, nile
And now word clouds really begin to shine:
Topic Modeling
Topic modeling is another popular approach to connoting the aboutness of a corpus. If the study carrel could be summed up in a single word, then that word might be said, and Twinkle and Chubbins: Their Astonishing Adventures in Nature-Fairyland is most about that word.
If the study carrel could be summed up in three words ("topics") then those words and their significantly associated titles include:
- said - Gone to Earth
- water - The Earth as Modified by Human Action
- like - Birds and Poets : with Other Papers
If the study carrel could be summed up in five topics, and each topic were each denoted with three words, then those topics and their most significantly associated files would be:
- water, trees, forest - The Earth as Modified by Human Action
- said, little, like - Gone to Earth
- like, bird, birds - Birds and Poets : with Other Papers
- nature, love, feeling - The Development of the Feeling for Nature in the Middle Ages and Modern Times
- man, earth, good - The Holy Earth
Moreover, the totality of the study carrel's aboutness, can be visualized with the following pie chart:
Noun & Verbs
Through an analysis of your study carrel's parts-of-speech, you are able to answer question beyonds aboutness. For example, a list of the most frequent nouns helps you answer what questions; "What is discussed in this collection?":
water, man, time, trees, earth, day, forest, sea, life, nature, birds, ground, wood, tree, surface, woods, soil, way, years, feet, sand, air, night, p., wind, bird, eyes, things, sun, world, land, footnote, people, river, country, one, place, part, nothing, waters, hand, course, mother, leaves, side, mountain, year, head, grass, men
An enumeration of the verbs helps you learn what actions take place in a text or what the things in the text do. Very frequently, the most common lemmatized verbs are "be", "have", and "do"; the more interesting verbs usually occur further down the list of frequencies:
is, was, are, be, have, had, were, been, has, said, do, see, did, came, made, found, come, go, know, ''s, went, think, seen, does, am, thought, looked, make, say, saw, being, find, get, began, take, look, put, let, heard, asked, seemed, called, says, covered, brought, left, give, known, become, tell
Proper Nouns
An extraction of proper nouns helps you determine the names of people and places in your study carrel.
_, hazel, martin, nature, father, twinkle, edward, france, god, states, mrs., reddin, europe, de, pp, mr., new, des, england, united, italy, nile, america, heaven, 8vo, la, oliver, sea, thou, alps, marston, et, egypt, lake, paris, london, ii, chubbins, john, le, ., po, northern, north, forest, footnote, american, nora, o''grady, mediterranean
An analysis of personal pronouns enables you to answer at least two questions: 1) "What, if any, is the overall gender of my study carrel?", and 2) "To what degree are the texts in my study carrel self-centered versus inclusive?"
it, he, i, his, they, you, her, she, their, its, them, him, we, my, me, our, your, us, himself, itself, themselves, one, myself, herself, thy, thee, ourselves, yourself, ''em, mine, yours, ''s, ours, hers, theirs, em, oneself, yourselves, thyself, ye, d''you, yer, whereof, parthey, yew, years--''when, vp, vo, troubadour, trees.--surrell
Below are words cloud of your study carrel's proper & personal pronouns.
Adjectives & Verbs
Learning about a corpus's adjectives and adverbs helps you answer how questions: "How are things described and how are things done?" An analysis of adjectives and adverbs also points to a corpus's overall sentiment. "In general, is my study carrel positive or negative?"
other, great, little, many, same, old, more, good, such, new, large, few, long, own, much, small, first, natural, last, white, wild, beautiful, young, human, full, high, green, whole, important, general, less, different, black, certain, deep, open, true, most, greater, dark, cold, ancient, least, present, dry, common, poor, best, several, blue
not, so, up, very, now, then, more, as, only, out, down, even, never, n''t, still, too, most, away, again, well, much, far, here, there, always, almost, often, just, once, all, soon, ever, on, thus, long, off, back, sometimes, also, yet, perhaps, less, no, enough, indeed, together, about, quite, in, over
Next steps
There is much more to a study carrel than the things outlined above. Use this page's menubar to navigate and explore in more detail. There you will find additional features & functions including: ngrams, parts-of-speech, grammars, named entities, topic modeling, a simple search interface, etc.
Again, study carrels are self-contained. Download this carrel for offline viewing and use.
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