Google NGrams Assignment

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For this assignment, I choose to compare the different types of literature people could read during the 19th century. I used Google NGrams to search “books,” “newspapers,” and “magazines.” I decided on this topic because I was interested in how individuals during this century would get information from different types of media. I was surprised by my results, I thought that magazines and newspapers would have a higher chart, however they all are present throughout the century. After doing some research, it appears that books and novels were popular throughout this century, as they were becoming increasingly cheaper and were a staple of the middle and upper class household. Another important aspect of the rise in books was in increasing literacy rates that were available amongst members of all classes. Newspapers were also an important part of literacy media as they were cheap and provided important information in relatively quick time. Lastly, magazines were slowly making a rise at the end of the century as they provided specialized news for somewhat cheaper than novels, and they were published quicker.

As for settings, I played with the NGrams settings but had a lot of trouble finding a way to make my findings appear higher on the graph. I had to try a lot of different types of words to even get results that weren’t just bottoming out on the graph immediately. At first I attempted to look at different movements in literature, using the words “Romanic, Classical, and nature” but only nature would appear to be used on the graph. Overall I found this assignment difficult as the settings were hard to get to work in my favor. Just as well, choosing words to search was hard because there’s so many options and it is hard to narrow down interests, as well as find something that will appear throughout this time period.

Illnesses of the 19th Century

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I choose illnesses that existed in the 19th century because I thought it would make an interesting graph on how the word rises and falls throughout the time period. Each of the following diseases “Plague, Typhus, Yellow Fever” went through different levels of activities during the 1800’s. The chart clearly shows the rises and falls of the activities of these diseases from the 1800’s to the 1900’s. While researching these diseases I realized that typhus would be especially interesting on the graph because of its clear rise and fall during the time period. For the graph I set it up to only show it from the 1800’s to the 1900’s, I also inserted other diseases before I solidified choosing these three. The words I had used before this showed little rise and fall in the chart and sometimes it was because of the vagueness of the word or because it just wasn’t used very often compared to the other two words I had typed in. I thought it was really interesting that typhus and yellow fever switched at about 9 times, even though the activity for the diseases started around the same time period. Although I did have a graph for this project it wasn’t very easy for me, I found it difficult to work with different settings because it made my graph look off. Also I didn’t really know what words to use while doing this project, because I was unsure of what terms were more prevalent during that time period, but then I thought of my history classes and how disease were so relevant. So, that’s when I decided it would be an interesting topic of words to choose from because it would show a great deal of rises and falls. I didn’t think that there would be as much increase and decreases between the disease during the time period I thought it would start off high and just decline or start off low and increase rapidly.

Google Ngrams: An Etymological Study

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I don’t tell many people this, so consider yourselves lucky. I have my super-secret time machine whirring to life in the garage, so why don’t you join me on a trip? We can travel back into the 19th century to investigate three common words, how their usage began or changed during those hundred years, and potential reasons why this was the case.

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After we hide the Delorean, our work can begin. I chose musket (or musquet), anesthesia (or anaesthesia), and scientist, hoping that these three words would provide some interesting results from Google Ngrams. I set the years for 1800 to 1900, and settled on a smoothing of 5. The lower the smoothing number, the more jagged of a graph would be produced.

Musket is a word that refers to a type of infantry gun, and it had French origins from the 16th century. There were many spellings throughout the centuries, which is why I included the most popular alternate spelling. From 1800 to around the start of the Civil War, its usage almost doubled. In this same period of time, musquet was about 1/4 as popular as musket by 1800, and it had basically stopped being used by 1860. This coincides with a sharp decline in musket after 1860 as well. According to Oed.com, musket was reserved for obsolete weapons, while the more common rifle was adopted for contemporary firearms.

Next, I wanted to find a word whose usage began during the 19th century, and I settled upon anesthesia, which is generally spelled anaesthesia in Britain. Both versions were included in the search, and it is derived from Latin. Prior to 1840, there is practically no use of anaesthesia, yet thanks to the Oxford English Dictionary, we can see the use increased greatly for the remainder of the 19th century, peaking in the 1880s. The American version, anesthesia, slowly grew in usage towards 1900, but was still well below the British spelling. Of course, this word coincided with better medical technology, especially during the Civil War in the United States.

Finally, I chose another word, scientist, which I expected to rise in usage throughout the century. The slope of the graph grows slowly from the 1860s, possibly in response to Charles Darwin, who published On the Origin of Species in 1859. The Oxford Dictionary helps elucidate the origin of the word scientist, as W. Whewell stated in 1834:

…the want of any name by which we can designate the students of the knowledge of the material world collectively. We are informed that this difficulty was felt very oppressively by the members of the British Association for the Advancement of Science, at their meetings..in the last three summers… Philosophers was felt to be too wide and too lofty a term,..; some ingenious gentleman proposed that, by analogy with artist, they might form scientist…

More succinctly, in 1834 a gentleman compared art and science, and if someone who practices art is an artist, then a practitioner of science should be a scientist. This is how scientist became a word, and Ngrams shows its usage grew by about 10 times from 1870 to 1900.

Ok, its time to go…you get to choose the time machine destination this time, though.

Google Ngrams: Crime in 19th Century London

For my project on ngrams, I decided to focus on the 1880’s mystery of Jack the Ripper.

google ngram graph jack the ripper

The first term I chose to search was, of course, “Jack the Ripper.” Strangely, though, the first activity shown on the graph is in 1883. I was a bit stumped as to why this was, because, by all accounts, the Ripper committed the series of murders in 1888. To try to dig deeper and figure out why there was an incongruence, I clicked the link on the bottom of the page for 1800-1889. I tried selecting a custom range of dates, but that proved unhelpful. It took me staring at the page awhile longer to realize that one of the books listed from 1880 was published by the American Kennel Club. Descriptions of that book and a few others featured buzzwords like “pedigree.”

I wonder how the owners of the show dog named Jack the Ripper felt when the little guy suddenly shared the moniker of a serial killer.

(Cute name, though… but I guess that depends on what kind of person you are.)

Overall, on its own, the alias saw a steady rise until a sharp increase occurred in 1888. No surprises there.

I found that words like “murder” or “crime” were far too broad; “Jack the Ripper” all but completely flat lined in comparison. Instead, I settled on “prostitute,” as they were primarily the victims. I attempted to use an inflection search of “prostitut_INF” in the hope of it including “prostitutes” and “prostitution,” but it came up with no results.

The height of the usage of the term “prostitute” was in 1804, followed by a decrease until it roughly leveled out in 1840. After having seen decreases beginning in 1861, the word’s appearance increased beginning in the mid 1880’s. It grew slowly but surely from then until 1900.

The rise could hardly rival the high point from 1804, but that it begins in the 1880’s hints at a possible argument that there is a correlation between the uses of the terms “Jack the Ripper” and “prostitute” in the texts of the time. While this could mean absolutely nothing, it could suggest an emphasis that was put on the identities of the victims.

Ngram: Eyeglasses vs. Contact Lenses

For my Ngram I decided to compare Eyeglasses to Contact Lenses, mainly because I have been having my own struggle with my contacts lately but even more of struggle with my glasses so the two items have been on my mind. Once I discovered that contact lenses were created in the 1800’s I figured it could work.

Ngram The contact lenses line is pretty easy to understand because the first example of wearable contacts were not invented until 1887 and they slowly but steadily grew in popularity. Although, the graph shows them increasing after the 1890’s because it wasn’t until a few years after their invention that contacts were being discussed in books. It was a tad harder to understand all the ups and downs of eyeglasses throughout the years. I did find that eyeglasses were not that popular in the early 1800’s because they were a sign of old age and weakness and also expensive so many did not wear them or even know they needed them. As for the boost in popularity in the 1820’s I believe that can be attributed to a new style of glasses becoming fashionable and the old round lenses going out of style and so more was probably written about on the topic of eyeglasses. The sharp decrease after this was a bit more difficult to understand but what I think may play a role in this decline is the financial crisis in the United States that began in 1837. I couldn’t find anything specifically related to eyeglasses themselves but if people had less money to spend that could be a cause. The rise during the 1850’s was tricky to decipher, the peak hits at 1854 but no history I found for 1854 explains this. It could be that people are coming out of the financial crisis and have more money but I don’t really know. There is also the founding of two large watch manufacturers during this time and this may be a stretch but there could be a correlation that with new watches and their prices increasing the price of glasses fell. This could also just be more written about glasses in this time and maybe more advertisements of sorts. I really can’t attribute it to one specific instance. The falls after this time is easily due to the civil war in America along with other political problems through the world. There were wars in New Zealand and South America during the 1860s as well as political issues between France and Mexico. There are also wars with Denmark and Prussia and then Prussia and Austria so in all there were political and economical issues throughout various countries. After the 1860’s eyeglasses steadily rise reaching their peak at the end of the 19th century this could be due to the end of many wars and political issues. People had more to spend and literature also seems to be on the rise during this time.  As far as my settings I did it with case sensitivity and from 1800 to 1900 from the corpus English.

Sherlock Holmes: The Blue Carbuncle (1892) and (1984) – Sam Eisenbaum

WORDCLOUDS– click on “enable editing.”

Word choice is imperative to determine the historical changes in dialect between the 1892 version and the 1984 television screenplay of Sherlock Holmes: The Blue Carbuncle. I’ve developed a deeper understanding of the societal shifts in history using word clouds and the word tools used to construct them.

Similar to Wordle, Voyant and Tagxedo, iLanguageCloud generates a word cloud that enlarges the most frequently used words found in a submitted text. My computer does not allow me to use java programs and, for whatever reason, would not let me update it so my choice in word mapping tools was limited. What I realized is that Java is essential on mobile platforms to navigate through Wordle and Tagxedo leaving Voyant as the only word cloud software tool compatible for both mobile usage and computers without Java installed. This simple inaccessibility is a concern for both Wordle and Tagxedo. These sites need to take in account the amount of mobile users who use their phones primarily for electronic applications and software. Wordle and Tagxedo must develop mobile friendly software to accompany their desktop companions in order to keep up with the digital age. Though I was inable to constitute a Wordle or Tagxedo word map, utilizing my mobile phone, I downloaded the application iLanguageCloud—a high comparable software tool alternative for word cloud creation.

The words: remarked, pray, retained, yes, market and case are used in Arthur Carter Doyle’s original 1892 version of The Blue Carbuncle; the words: foresight, milady, yeah, museum, jewel, God, police, and money are used in John Hawkesworth’s 1984 version. Both sets of words are respectfully divided using the iLanguageCloud software application for the smartphone.

In the first word cloud, generated by iLanguageCloud, we note the shift from “yes” to “yeah” as a formal to informal verbal transition from 1892 to 1984. We can see that “pray” is used in Doyle’s version while “God” is used in Hawkesworth’s version signifying a religious connection between the two. The words “remarked” and “retained” are used only in the 1892 version since they are observational words used by Watson and, being that the 1984 version is told in 3rd person, are of ill usage towards progressing the story. Before moving on to deeper connections, I will introduce the Voyant word cloud I developed using the same two versions of Sherlock Holmes: The Blue Carbuncle.

From an aesthetic standpoint, the iLanguageCloud word map produces an immaculate display of words in a neatly organized in a visually appealing array of spacing. The colors are vivid and the words, though numerous, do not feel squished, scrunched or displeasing to the eyes. This word map features a black background which makes the colorful words pop out, allowing easy readability and engagement. The Voyant word cloud offers an agitating bundle of colors pressed uncomfortably together in front of a white background. Voyant does not have nearly as many words displayed as iLanguageCloud does and yet, the spacing, alignment and design of Voyant’s word cloud is visually atrocious. Voyant offers 5 different colors varied between the multi-sized words framed in its oblate spheroid structure. iLanguageCloud offers around 15 colors that are much more thoughtfully designed, spaced and configured for optical viewing. Though Voyant may be less asthetically pleasing and does offer less words, Voyant displays keywords that iLanguageCloud did not pick up—perhaps more important for some aspects of comparison.

Voyant picked up the words: gas, beer, pounds, money, books, sold and police in John Hawkesworth’s 1984 version. This set of words is not found in Arthur Carter Doyle’s original 1892 version of The Blue Carbuncle. This is because within a century, the world became much more materialistic as commodities naturally became a larger part of our vocabulary, dialect and conversations. It’s interesting to see the word “gas” used in the 1984 version because the first gasoline powered automobile was developed in 1893—one year after Doyle’s version was published. In 1984, “gas” had become a commonly used word after automobiles became a commonplace method of transportation. Using word clouds allows us to infer connections of societal changes between two historical time frames.

Aside from the addition of materialistic references in the 1984 story, both 1984 word clouds suggest an upgraded view of women from the overtly misogynistic view of women in the 1892 version. Although perhaps a small detail, all four word clouds utilize the words (abbreviations) “Mr.” and “Mrs.” However, the word “Mrs.” is significantly larger, and thus more frequently used, in Hawkesworth’s word cloud than Doyle’s. We can infer that as time went by, women became more thoughtfully incorporated characters in Holmes’ stories in opposition to the sexist vision of female characters in 1892, portrayed as inferior for Sherlock’s amusement. iLanguageCloud also highlights the term, “milady,” used to address a woman in a noble manner. This term is found only in the 1984 version because Doyle would not have his male characters address women in this fashion.

Comparing iLanguageCloud and Voyant word clouds, we can identify the historical shift in language usage and its impact on our perception of both versions of Sherlock Holmes. Word cloud users are able to evaluate the context of each version’s social matter to recognize shifts in materialistic terminology as well as the transition to lesser misogynistic viewpoints. While iLanguageCloud offers a more in depth, visually appealing display of word mapping, Voyant offers a similar exhibition of vocabulary that highlights many of the same historical observations used to compare and contrast the century divided time periods of Sherlock Holmes: The Blue Carbuncle.

DeFranco_GoogleNgrams Assignment

Screen shot 2015-03-05 at 11.11.52 PMFor the Ngrams assignment I chose to look at the comparison between newspapers and magazines and I found it interesting that newspapers surpassed magazines around 1815. This could have happened for many reasons but I’ve made a few inferences. The first is that, though newspapers, in their earliest form, were first developed in the 1600s, it was not until the early 1800s that they began to become more standard, available and affordable. This is indicated where the increase in the word newspaper becomes clearly defined around 1825. Before this, both ‘newspaper’ and ‘magazine’ were pretty steady over the years with magazines even beginning on top. My theory for the much slower growth of magazines is that, like today, magazines were bought mostly for soft stories and entertainment. So big news events that effected the sales and popularity of newspapers had little to no effect on magazines.

The sharp rise of newspapers in the early 1830s was most likely brought about by the following societal developments: First, in 1831 The famous abolitionist newspaper The Liberator is first published by William Lloyd Garrison. Second, there was the The New York Sun newspaper that in 1833 cost one cent–this was the beginning of the penny press. Another spike shown on the chart for newspapers is around 1880. In this year the first halftone photograph (Shantytown) was published in a newspaper, most likely increasing their popularity. At the same time advertising was becoming more and more relevant with the first whole page newspaper ad placed by an American department store (John Wanamaker) was run in 1879. I imagine this would also increase the mentions of the word newspaper over time.

As for magazines there didn’t seem to be any spikes until about 1855. When I researched possible reasoning for this I found that in 1855 Illustrated London News published a Christmas special with a color cover produced using colored wood blocks. This magazine sold 130,000 copies a week–10 times the daily sale of The Times. That may have had something to do with that blip. When magazines start to grow steadily at the end of the 19th century this is most likely because, like newspapers, magazines began to increase in availability and affordability–leading to popularity.

Sources:
http://inventors.about.com/od/pstartinventions/a/printing_4.htm
http://www.magforum.com/time.htm

Ponies- Pets or Dinner?

Well I learned some darn cool things today! While using Google Ngram I thought to myself, what do I care about? I tried out a couple of words, typing in this and that just to get an idea of what words would work and what wouldn’t. (Guess what, Victorian people didn’t write about cookies like even a little bit, lame). I finally decided I wanted to know about pets but I figured typing just the name of three animals would be boring so I wrote instead “cat food, dog food, horse food”, because I like animals and I like food. I figured that which ever food for the specific animal was written about the most would prove to be the most popular animal of the specific times represented in the graph. So here we are, check it out: this   Alright, so what can we interpret from this graph? First of all, in the early 1800’s cats and dogs did not seem that common. Ponies on the other hand? Ponies were all the rave up until about 1818 when people were like actually, these things are smelly and I don’t even know how to ride them (I’m assuming this is what they said). Interesting side not, I typed in after “dog as food, cat as food, horse as food” and at around the late 1820’s was when the first time “horse as food” was written in a Victorian book, coincidence? Probably not. They stopped feeding the horses and started feeding the horses to themselves! (once again assumption not fact) “[D]og as food” was also written a couple of times but “cat as food” didn’t even register, guess they didn’t like Chinese food. Anyway, It seems that overwhelmingly horses were the priority pet, a couple of times competing with dogs until the late 19th century when dogs went up up up, down down down and then finished way up again completely destroying horses. Doing a little research on the Google concluded that horses, dogs and cats were all rather common household pets (horses probably weren’t kept in houses but you know what I mean). Lap dogs were very common among older Victorian ladies, some sources saying they cherished them more than their children. Ponies were common for children to learn to ride. As for cats, although they were less common, they were owned in many Victorian homes. Of course, the lower class never really owned domesticated animals in their homes, middle class and upper class were generally the only ones to. eat horse yumeat-a-horse

Lauren Gao’s Ngram Post: Daguerreotype, Camera Obscura, and Photography

For this week’s assignment, I chose to look at the three terms”daguerreotype”, “camera obscura” and “photography” in google’s Ngram viewer. All three terms ultimately relate to the create of photographic processes that we know today more informally as film photography, which preceded digital photography. Daguerreotype and camera obscura are two processes that entail reflecting light off of metal or other surfaces capable of bouncing light to capture images on another surface. These two terms were also the earliest forms of producing almost perfectly replica images in the way modern photography does. However, these two terms are not quite know outside of art history classes or photography majors yet the concept of photography is so integral to today’s society. Why is that? In an attempt to answer this question, I put these three terms into Ngram and the results are reflective of their status in the 19th century.

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