subject-financePublic-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 29 item(s) in this carrel, and this carrel is 116,417 words long. Each item in your study carrel is, on average, 4,014 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:

text, tcp, money, will, shall, great, may, king, english, time, eebo, made, england, one, first, de, early, tei, books, rents, per, people, texts, revenue, two, part, year, land, make, kingdom, sheriffs, parliament, persons, sir, encoded, pound, day, now, much, every, london, several, works, characters, charge, without, given, bank, kings, paid

Using the three most frequent words, the three files containing all of those words the most are A proclamation for opening the mint, Proclamation for crying down the silver Scots crown-piece, and the fourty shilling, twenty shilling, ten shilling, and five shilling Scots pieces to their former rates., and Proclamation discharging the base cooper [sic] money, coyned in Ireland by the late King James, in 1689, and 1690..

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

english books, early english, books online, creation partnership, text creation, page images, image sets, represented either, characters represented, tcp schema, privy council, early works, per cent, thousand pounds, great roll, pound rate, text transcribed, encoded text, online text, asking permission, markup reviewed, financial support, batch review, encoded edition, tiff page, bit group, xml conversion, images scanned, commercial purposes, creative commons, image set, institutions providing, work described, home counties, providing financial, without asking, per annum, great britain, pfs batch, tcp assigned, iv tiff, proquest page, will never, sir william, gap elements, will remain, characters will, now take, within braces, quality assurance

And the three file that use all of the three most frequent phrases are A proclamation for opening the mint Proclamation for crying down the silver Scots crown-piece, and the fourty shilling, twenty shilling, ten shilling, and five shilling Scots pieces to their former rates., and Proclamation for calling down the French three-sous-pieces to three shillings Scots, and appointing the Scots fourtie-pennie-pieces to pass at three shilling six pennies Scots per piece..

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:

tcp, king, english, scotland, rents, pound, pipe, people, nation, money, land, kingdom, early, commons, bank, war, undertaking, undertakers, trade, tickets, tenths, tei, shilling, sheriffs, scots, roll, revenue, respondent, receivers, parliament, ordinance, oath, majesties, lord, london, hall, firme, exchequer, england, crown, credit, court, county, country, counties, church, bills, benefit, auditors, anno

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 text, and A proclamation appointing some forraigne species of gold and silver to be current 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:

1. king - An essay upon the ways and means of supplying the war
2. text - A short treatise touching sheriffs accompts written by the Honourable Sir Matthew Hale ... ; to which is added, A tryal of witches, at the assizes held at Bury St. Edmonds, for the county of Suffolk, on the 10th of March 1664, before the said Sir Matthew Hale, Kt.
3. bank - The tryal and comdemnation of the trustees of the land-bank at Exeter Exchange for murdering the Bank of England at Grocers-Hall. Before Sir J.H. L--d M-r, Sir S.L. R-r, at the Old-Bayly.

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:

1. king, shall, great - An essay upon the ways and means of supplying the war
2. text, tcp, english - Proclamation for calling down the French three-sous-pieces to three shillings Scots, and appointing the Scots fourtie-pennie-pieces to pass at three shilling six pennies Scots per piece.
3. sheriffs, firme, comitatus - A short treatise touching sheriffs accompts written by the Honourable Sir Matthew Hale ... ; to which is added, A tryal of witches, at the assizes held at Bury St. Edmonds, for the county of Suffolk, on the 10th of March 1664, before the said Sir Matthew Hale, Kt.
4. bank, mr, said - The tryal and comdemnation of the trustees of the land-bank at Exeter Exchange for murdering the Bank of England at Grocers-Hall. Before Sir J.H. L--d M-r, Sir S.L. R-r, at the Old-Bayly.
5. money, bank, cent - An alarum to the counties of England and Wales with the oath of abjuration for ever to be abjur''d, or the sad malady and sole remedy of England / by a lover of his native countrey.

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?":

text, money, l., time, texts, part, characters, works, day, people, books, xml, image, year, work, images, charge, page, rents, others, kings, persons, keying, eebo, edition, viz, t, elements, title, project, encoding, data, interest, years, sheriffs, men, reason, revenue, nation, times, order, weight, purposes, use, users, markup, instances, rest, things, pounds

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:

be, is, was, are, were, have, said, been, made, had, do, make, encoded, being, given, did, paid, pay, according, take, charged, give, based, aforesaid, answered, has, put, -, published, represented, marked, having, done, called, create, come, corrected, appears, set, created, brought, say, concerning, taken, pass, remain, printed, bear, answer, remaining

Proper Nouns

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

tcp, king, england, english, kingdom, text, sir, de, parliament, london, tei, eebo, land, bank, firme, pound, exchequer, comitatus, money, oxford, crown, accompts, scotland, court, mr., _, county, c., revenue, rents, partnership, proquest, phase, creation, act, l., sheriff, commons, firmes, counties, god, pipe, h., majesty, sheriffs, war, ●, books, privy, council

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?"

their, it, they, his, our, we, them, i, he, you, your, him, us, themselves, my, its, me, himself, her, she, ut, tanq, one, l, ''em, ye, theirs, ours, em, ''s

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, great, same, early, first, several, english, many, own, good, available, true, general, due, whole, more, much, second, present, common, late, last, illegible, old, certain, large, greater, former, ancient, possible, clear, particular, most, long, new, original, usual, textual, small, private, little, full, better, subject, public, keyboarded, financial, commercial, aforesaid

not, so, then, out, now, therefore, very, in, as, up, most, more, much, also, well, ever, online, yet, never, thus, thereof, sometimes, early, about, only, there, over, even, before, above, yearly, usually, first, onely, down, therein, together, here, off, still, whatsoever, mainly, formerly, variously, respectfully, rather, perhaps, notably, long, just

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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