Distant Reader - subject-churchOfScotland-freebo

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 2021-05-24 by Eric Morgan <emorgan@nd.edu>. The carrel was created using the Distant Reader zip2carrel process, and the input was a Zip file locally cached with the name input-file.zip. Documents in the Zip file have been saved in a cache, and each of them have been transformed & saved as a set 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 105 item(s) in this carrel, and this carrel is 5,395,426 words long. Each item in your study carrel is, on average, 51,385 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 87. 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:

church, god, may, will, one, shall, power, yet, christ, us, king, men, made, people, now, time, many, first, lord, must, man, say, great, things, also, without, make, word, therefore, ministers, good, might, much, act, doth, day, law, others, government, thing, way, covenant, true, ye, religion, churches, scotland, bee, bishops, though

Using the three most frequent words, the three files containing all of those words the most are The due right of presbyteries, or, A peaceable plea for the government of the Church of Scotland ... by Samuel Rutherfurd ..., The historie of the reformation of the Church of Scotland containing five books : together with some treatises conducing to the history., and A peaceable and temperate plea for Pauls presbyterie in Scotland, or, A modest and brotherly dispute of the government of the Church of Scotland wherein our discipline is demonstrated to be the true apostolick way of divine truth, and the arguments on the contrary are friendly dissolved, the grounds of separation and the indepencie [sic] of particular congregations, in defence of ecclesiasticall presbyteries, synods, and assemblies, are examined and tryed / by Samuell Rutherfurd ....

The most frequent two-word phrases (bigrams) include:

visible church, every one, jesus christ, great salvation, let us, holy ghost, gods word, generall assembly, english books, early english, general assembly, new testament, books online, whole church, lords day, true religion, lords supper, tells us, christ jesus, one another, may bee, every man, iohn knox, reformed churches, iesus christ, may see, ye shall, church government, page images, creation partnership, text creation, christian church, lord jesus, mean time, must needs, king iames, one thing, presbyterian government, many things, true church, ruling elders, taken away, set downe, ye will, will never, take away, church officers, will say, long time, presbyterian ministers

And the three file that use all of the three most frequent phrases are A proclamation indicting a General Assembly. A proclamation for the security of ministers. At Edinburgh, the thirteenth day of June, one thousand six hundred and sixty seven., and A proclamation for adjourning the General Assembly of this church, to the seventeenth of December next, 1695..

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:

church, god, lord, king, ministers, government, tcp, christ, assembly, act, covenant, churches, religion, people, law, bishops, gospel, word, parliament, christian, authority, kirk, spirit, scripture, power, nation, episcopal, acts, majesties, elders, clergy, presbyterians, magistrate, land, kingdom, apostles, presbyterian, oath, kingdome, english, england, doctrine, cor, author, argument, scotland, pope, party, mr., men

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 church, and The relaps''d apostate, or, Notes upon a Presbyterian pamphlet, entituled, A petition for peace, &c. wherein the faction and design are laid as open as heart can wish by Roger L''Estrange. 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:

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:

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?":

power, men, time, people, things, man, day, others, thing, way, part, place, church, word, hath, reason, nothing, case, words, p., persons, order, religion, truth, none, faith, matter, cause, doth, name, end, hands, kings, death, person, hand, times, life, work, body, ministers, authority, subjects, ground, dayes, self, nature, government, scripture, matters

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, be, was, are, have, were, had, did, made, do, being, been, say, said, make, take, called, given, see, give, done, come, according, let, put, taken, know, set, think, having, hath, bee, sent, found, prove, brought, came, concerning, thought, appointed, am, used, call, received, answer, seeing, speak, consider, gave, find

Proper Nouns

An extraction of proper nouns helps you determine the names of people and places in your study carrel.

church, god, 〉, christ, ◊, 〈, king, lord, c., hath, ●, scotland, ministers, covenant, ye, assembly, bishop, law, act, bishops, mr., lords, parliament, england, government, churches, gods, word, wee, minister, doe, yea, authority, queen, apostles, iohn, pag, cor, thou, christian, de, christs, gospel, holy, l., religion, elders, bee, spirit, doctrine

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, they, his, he, their, them, i, we, our, him, you, us, your, my, themselves, her, himself, me, she, its, thy, thee, ye, one, theirs, ours, yours, yee, mine, ourselves, vp, yow, itself, whereof, ib, s, herself, vnto, ay, ●, u, hers, o, gods, ''s, non, em, myself, l, vvhat

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?"

such, other, same, many, great, own, good, first, true, more, whole, much, present, particular, former, common, necessary, visible, new, last, little, most, greater, second, holy, private, lawfull, least, few, old, ordinary, free, publick, late, false, saith, contrary, wicked, next, clear, like, full, very, sufficient, best, better, able, several, poor, lawful

not, so, then, now, also, more, only, therefore, yet, as, most, up, here, never, well, out, onely, even, thus, very, first, ever, thereof, much, there, in, far, together, rather, away, before, forth, indeed, still, again, down, all, no, too, long, especially, that, once, is, further, otherwise, off, just, else, on

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.

Thank you for using the Distant Reader.