subject-morocco-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 10 item(s) in this carrel, and this carrel is 149,263 words long. Each item in your study carrel is, on average, 14,926 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.

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histogram of sizes
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box plot of sizes

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 92. 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.

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histogram of readability
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box plot of readability

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, great, king, time, muley, moors, may, made, men, much, two, many, will, people, hee, yet, sent, first, came, man, us, good, place, make, english, without, god, come, now, take, country, sidan, day, haue, like, tcp, emperor, text, morocco, also, whose, every, might, death, christians, work, little, three, well, part

Using the three most frequent words, the three files containing all of those words the most are West Barbary, or, A short narrative of the revolutions of the kingdoms of Fez and Morocco with an account of the present customs, sacred, civil, and domestick / by Lancelot Addison ..., The present state of the empire of Morocco with a faithful account of the manners, religion, and government of that people / by Monsieur de St. Olon., and A true historicall discourse of Muley Hamets rising to the three kingdomes of Moruecos, Fes, and Sus The dis-vnion of the three kingdomes, by ciuill warre, kindled amongst his three ambitious sonnes, Muley Sheck, Muley Boferes, and Muley Sidan. The religion and police of the More, or barbarian. The aduentures of Sir Anthony Sherley, and diuers other English gentlemen, in those countries. With other nouelties..

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

muley sidan, muley sheck, early english, english books, books online, muley boferes, text creation, page images, creation partnership, mulley sidan, every one, muley hamet, sir hugh, image sets, characters represented, tcp schema, represented either, de st, monsieur de, hundred thousand, sir anthonie, muley abdela, three hundred, long time, el hader, will never, eldest sonne, great deal, many times, brother muley, long since, two thousand, short time, english men, one another, mully ishmael, create diplomatic, images scanned, ascii text, web site, cambridge bibliography, respectfully request, character entities, creative commons, strings within, two phases, text strings, structural encoding, converting tcp, gap elements

And the three file that use all of the three most frequent phrases are A true historicall discourse of Muley Hamets rising to the three kingdomes of Moruecos, Fes, and Sus The dis-vnion of the three kingdomes, by ciuill warre, kindled amongst his three ambitious sonnes, Muley Sheck, Muley Boferes, and Muley Sidan. The religion and police of the More, or barbarian. The aduentures of Sir Anthony Sherley, and diuers other English gentlemen, in those countries. With other nouelties. The present state of the empire of Morocco with a faithful account of the manners, religion, and government of that people / by Monsieur de St. Olon., and A letter from Tangier concerning the death of Jonas Rowland, the renegade, and other strange occurrences since the embassadors arival [sic] here..

While often deemed superficial or sophomoric, rudimentary frequencies and their associated "word clouds" can be quite insightful:

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unigrams
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bigrams

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, muley, emperor, people, mulley, morocco, moors, hee, father, english, barbary, years, work, town, sus, subjects, sonne, sidan, shere, sheck, religion, prince, priest, power, night, negroes, nation, moruecos, moresco, moor, master, man, majesty, mahumed, mahamet, letter, law, kingdome, kingdom, house, haue, governour, government, giámma, gaylan, fesse, fes, family, emperour

And now word clouds really begin to shine:

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keywords

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 great, and West Barbary, or, A short narrative of the revolutions of the kingdoms of Fez and Morocco with an account of the present customs, sacred, civil, and domestick / by Lancelot Addison ... 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. moors - West Barbary, or, A short narrative of the revolutions of the kingdoms of Fez and Morocco with an account of the present customs, sacred, civil, and domestick / by Lancelot Addison ...
  2. muley - The present state of the empire of Morocco with a faithful account of the manners, religion, and government of that people / by Monsieur de St. Olon.
  3. tcp - The arrivall and intertainements of the embassador, Alkaid Jaurar Ben Abdella, with his associate, Mr. Robert Blake From the High and Mighty Prince, Mulley Mahamed Sheque, Emperor of Morocco, King of Fesse, and Suss. With the ambassadors good and applauded commendations of his royall and noble entertainments in the court and the city. Also a discription of some rites, customes, and lawes of those Affrican nations. Likewise Gods exceeding mercy, and our Kings especiall grace and favour manifested in the happy redemption of three hundred and two of his Majesties poore subjects, who had beene long in miserable slavery at Salley in Barbary.

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. muley, great, moors - West Barbary, or, A short narrative of the revolutions of the kingdoms of Fez and Morocco with an account of the present customs, sacred, civil, and domestick / by Lancelot Addison ...
  2. king, em, great - The present state of the empire of Morocco with a faithful account of the manners, religion, and government of that people / by Monsieur de St. Olon.
  3. came, time, emperor - Barbarian cruelty being a true history of the distressed condition of the Christian captives under the tyranny of Mully Ishmael, Emperor of Morocco, and King of Fez and Macqueness in Barbary : in which is likewise given a particular account of his late wars with the Algerines, the manner of his pirates taking the Christians and others, his breach of faith with Christian princes, a description of his castles and guards, and the places where he keeps his women, his slaves and negroes : with a particular relation of the dangerous escape of the author and two English men more from thence, after a miserable slavery of ten years / by Francis Brooks.
  4. doe, morocco, great - The arrivall and intertainements of the embassador, Alkaid Jaurar Ben Abdella, with his associate, Mr. Robert Blake From the High and Mighty Prince, Mulley Mahamed Sheque, Emperor of Morocco, King of Fesse, and Suss. With the ambassadors good and applauded commendations of his royall and noble entertainments in the court and the city. Also a discription of some rites, customes, and lawes of those Affrican nations. Likewise Gods exceeding mercy, and our Kings especiall grace and favour manifested in the happy redemption of three hundred and two of his Majesties poore subjects, who had beene long in miserable slavery at Salley in Barbary.
  5. insisted, future, rate - A letter from Tangier concerning the death of Jonas Rowland, the renegade, and other strange occurrences since the embassadors arival [sic] here.

Moreover, the totality of the study carrel's aboutness, can be visualized with the following pie chart:

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topic model

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?":

time, men, people, man, place, day, death, part, country, work, way, hee, reason, rest, text, nothing, name, manner, women, none, number, t, king, kings, years, side, end, account, others, thing, texts, peace, religion, parts, brother, letter, hath, night, money, care, hand, characters, ▪, person, horse, forces, days, works, times, power

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, be, are, had, have, were, being, made, been, sent, came, has, make, come, did, take, having, said, put, found, went, do, go, give, set, done, taken, see, brought, told, according, called, left, given, kept, know, thought, let, gave, encoded, use, keep, send, carried, say, haue, making, pay, bring

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nouns
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verbs

Proper Nouns

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

◊, 〉, 〈, king, muley, moors, god, emperor, morocco, sidan, tcp, christians, english, barbary, master, ben, sir, sheck, moor, majesty, hath, abdela, haue, hamet, ●, gaylan, father, prince, fes, moruecos, hee, mulley, town, christian, sea, giámma, court, mr., boferes, text, morruecos, law, eebo, tei, governour, government, men, house, moresco, jews

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?"

his, he, their, they, it, him, them, i, we, our, your, you, her, my, us, me, its, himself, ''em, themselves, she, one, theirs, thee, thy, vp, yours, em, ours, ye, whereof, vnto, us''d, trye, th, itself, herself

Below are words cloud of your study carrel's proper & personal pronouns.

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proper nouns
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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?"

great, other, many, such, own, good, more, first, same, little, much, large, most, whole, small, old, last, english, several, best, second, new, early, present, long, greatest, greater, able, least, true, short, certain, late, few, strong, next, considerable, full, better, particular, former, poor, like, general, common, chief, ready, high, possible, fine

not, so, then, very, there, as, now, more, also, most, out, up, much, well, therefore, only, in, never, away, thus, yet, together, likewise, too, long, still, thereof, always, here, first, about, down, over, off, often, almost, rather, onely, no, even, far, ever, sometimes, once, less, home, generally, back, soon, otherwise

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adjectives
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adverbs

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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