Dan Albrecht’s N-gram post.

Science fiction novels have made leaps and bounds over the past 65 years.  Just before 1950 was when they really started to take off, as nuclear weapons and the space race were gripping the imaginations of people all over the world.  Having just survived WWII, many were wondering what the future would hold for them.  With barely 20 years separating the first two wars, it was understandable for many to take for granted that a third one would not be far off, and with the next war, a nuclear holocaust.

If one adds that fear to the rivalry of the Cold War, and the race for the two sides of that conflict to be technologically superior to the other, the imaginations of the world turned towards science in a way that it never had before, and thus it was my hypothesis that Science Fiction as a genre would take off around the outset of the Cold War.

To test that, I created a graph of the worlds “science fiction” in Google Ngram.  Here is what I got.

SciFi

As one can see, the words “science fiction” are almost non existent in literature prior to the mid 1940’s.  At this point, there is a steady rise in the frequency of those words until 1970, where is a sudden spike in frequency.  Since Neil Armstrong famously landed on the moon in 1969, it is very reasonable to assume that the moon landing had an impact on the popularity of science fiction.

One of the more popular science fiction novels of the time period The Moon is a Harsh Mistress, had a notable quote which became quite popular “There ain’t no such thing as a free lunch.”

free lunch

 

The popular on the words “Free Lunch” soars after 1960, which is about the time when the novel was published.  This does not prove that the novel was responsible for the phrase, but it is interesting nonetheless.

Google NGram Viewer: Police v. Crime & Domestic Work v. Industrial Work

The development of police forces progressed drastically throughout the 19th century. This advancement in the police force made me curious as to whether or not police appeared as often as crime in english literature during the 19th century. The first two words I entered into Google NGram Viewer were crime and police. 

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Crime
made a steady appearance in English literature throughout most of the 19th century, showing up much more often than police until about 1880.  In 1880, police takes a huge turn and begins popping up a lot more while the appearance of crime decreases slightly.  I googled “police in 1880” in an attempt to figure out what caused this spike in the appearance of police. One of the first web results revealed that there was a surge in gun crime in 1880, mainly in London.  I also found that urban police departments in the 1880s were developing new methods to keep track of criminals and maintain records about them. Here, it became evident that the word police was beginning to come into English literature more often because surges in violence prompted police to develop more effective strategies in approaching crime and criminals.

I think that crime and police cross paths in 1893 on Google NGram Viewer because many cities developed (or were in the process of doing so) strong police forces after seeing their success in other cites. The growing popularity of police forces suggests that crime in 1893 English literature probably involved police.

The next two phrases that I entered into Google NGram Viewer were domestic work and industrial work. I was curious to see if the change from the domestic industry to the factory/industrial industry was reflected onto the pages of books in English literature.

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The graph processed by Google Ngram Viewer shows that industrial work was seldom mentioned in English literature until 1843. After researching industrial work in 1843, I found that between 1843 and 1848, women protested their wage decrease in textile mills (industrial work). Another prominent point on this graph is the period from 1866 to 1869, where the appearance of industrial work spikes and then crosses paths with domestic work.  Perhaps the reason for the spike is the invention of dynamite in 1866, and tungsten steel in 1867. Both played an important role in the industrial revolution because dynamite allowed for the clearing of paths (to build on), and tungsten steel was used in new buildings. During such a pivotal period, people probably began writing more about the industrial revolution, which explains this spike in the appearance of industrial work.

In 1875 industrial work became less popular in English literature and then began to climb gradually in 1880. In 1890 we see a peak in the appearance of domestic work.  This was when the National American Woman Suffrage Association was formed and the American Federation of Labor declared support for woman suffrage. Female voices were heard and women were able to discuss their desire to vote and to be viewed seriously outside of the domestic workforce. This movement may explain the peak in the appearance of domestic work in English literature.

Altogether, I found that Google NGram Viewer is an effective way of “distant reading.”  It allows me to spot trends across many different works by looking at frequency words and phrases in literature. The only change I suggest on this site is the addition of axis titles.

Mary Dellas

Works Cited:

“Detection and the Police.” Detection and the Police. N.p., n.d. Web. 19 Oct. 2014.

“How Safe Was Victorian London?” How Safe Was Victorian London? Ed. Jacqueline Banerjee. N.p., 6 Feb. 2008. Web. 19 Oct. 2014.

“National Women’s History Museum.” Education & Resources. NWHM, n.d. Web. 19 Oct. 2014.

Taylor, Emily. “Inventions of the Industrial Revolution.” Time Toast. TimeToast, n.d. Web. 19 Oct. 2014.

Google Ngram Viewer: Social Issues and Arts of the 1800s

This program is very interesting and useful because there are endless possibilities to what combinations you can submit and view. For this time period however, 1800-1900, puts a limit on what key terms we can use. Therefore, literature, social issues of that time, history, and other terms relevant to that time period is the best for accurate results. Screen Shot 2014-10-19 at 3.40.31 PM

As a social commentary, this graph shows the difference between the recorded women writers and housewives. Commonly known, women were not held in high regard for taking on professions that only men had at the time. Although having a creative mind for writing is not discriminate of male or female, during this time women writers were not commonly well respected. For that matter, there may have been many, many women writers, however they went unnoticed because of patriarchal limitations.

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Although both household names, I put in Michael Angelo and da Vinci in order to see the pattern between both very well known artists. It was interesting to see that from about 1830-1875, the two had been pretty even in popularity. However, Michael Angelo became vastly more relevant during the ten years from 1880-1890. This made me curious as to why there was a sudden spike in the artists popularity. Another reason why this program is useful, it causes questions to be asked that were not thought of before. Eventually, the two artists names seemed to have evened out as they were before.

For any comparative research this program would be very useful. When two topics are submitted that are pretty much relevant to each other is when the results are most accurate.

 

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For my first set of words, I chose to look at two names connected to a major 19th century event: Abraham Lincoln and John Wilkes Booth. Today, Booth’s name seems to be known almost equally as well as Lincoln’s, for it is impossible to know about Lincoln without knowing about his public assassination. I felt it would be interesting to look at the names comparatively during the century of the assassination and see how well the names were known in their time. Looking at the Ngram graph, I was largely unsurprised by the popularity of Lincoln throughout the century. I found it incredibly interesting that the largest spike occurred in 1865, the year of his assassination. Booth also spiked in 1865 from almost no popularity, but I was incredibly surprised by how unpopular his name seemed to be compared to current standards. It seems like the 19th century did not have the fascination or the focus on Booth’s crime that we do today.

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For my second set of words, I looked at another popular 19th century debate: slavery and abolition. In America, slavery vs. abolition is a major theme in 19th century history. Like Lincoln and Booth, both are taught fairly equally in schools today so I had expectations that they would be fairly close together on the graph. I was slightly shocked to find that they were not at all! Slavery dominated, peaking in 1863, the middle of the Civil War. Abolition remains fairly consisted throughout the century. This suggests to me that either the Abolitionists were a smaller group that the pro-slavery folks, that slavery was being used in a wider array of situations and/or perhaps abolition was termed or described differently in the 19th century.

Google’s Ngram Viewer

Recently we’ve discussed looking at books in a historical context. As we read in Underwood’s blog, just collecting data on word quantities is useless. There is no way to relate today’s understanding of certain concepts to historical understanding of the same concepts without meticulous research. So having said that, I’m going to make a brief examination on two different pairings of words, the analysis of which is surely to be arbitrary at best.

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The first set of words I’ll discuss are “face” and “hands” from books ranging from 1800 to 1900. Over that period of time the word “hands” has a minor increase but mostly stays level throughout. “Face” on the other hand, starts in 1800 well below where “hands” falls, appearing only half as much in that time. But the popularity of that word will come to increase in the century, eventually surpassing “hands” in quantity by the mid 1890’s. Unfortunately, I have no real way to interpret or understand why the word increases so much during that time, but it’s trajectory interests me nonetheless.

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The next set of words I looked at were “thin” and “fat”, also in the 1800-1900 range. I originally used the word “skinny” in lieu of “thin”, but it ran entirely along the bottom with the x-axis, suggesting that the word may not have even existed yet, or at least was a word rarely used by writers of the 19th century. The word “thin” is ultimately more popular than the word “fat” throughout this period. They follow a similar trajectory, starting off high and lulling into the 1810’s, then to rise back up through the end of the century. Perhaps this suggests a shift in attitudes of that time about body image and appearance, that those things lost importance to writers, however briefly. Of course there is likely a better explanation and the word selection also leaves a lot to be desired. Perhaps instead of “fat” writers of the time preferred the word “obese”, “rotund”, or any other synonym used at that time. Not to mention the likely possibility that this data is skewed by inclusion of things like the fat on a cut of meat and not solely as a weight description.

There are some things of mild interest I can examine here, but without the proper historical context I’m lost in the woods. That doesn’t make it not worth doing of course, it just requires a larger amount of effort from scholars around the world to understand literary history.

Until next time, Kevin Finer.

Ngram Comparisons: “War, American” & “Happy, Stress”

TRENDS OF CULTURE:

“War, American”

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Ngram comparison shows unsurprising correlation between War (blue) and American (red). Smoothing:5 1800-2000

Although the context in which these words appear remains entirely unknown, I can’t help but feel this correlation reinforces the militant stereotype of the United States. Unsurprisingly, “war” peaks during the years of each world war (1914–1918) and (1939–1945) around the same time “American” sees rapid increase. The mention of “war” was nearly identical for the first year of the Civil (1861, .029%) and Vietnam War (1955, .031%). The decrease in “war” mentioning seen from 1965 to 2000 could likely be a result of a change in popular parlance as terms like conflict are now commonly used to refer to war-like circumstance.

Also, similar results appear when swapping “American” for “United States”.

 

“Happy, Stress”

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Ngram displays unfortunate trend of culture. Stress (blue), Happy (red). Smoothing:10 1800-2000

 Smoothing this one out made the message very clear, “stress” is becoming more of a hot topic whilst “happy” decreases. There was a lot of happiness being talked about in the 1800s and virtually no stress until the advent of the civil war. “Stress” gains considerable momentum beginning in 1970 and “happy” is at an all time low in 2000.


JUST FOR FUN:

“Most, Less, and Least”

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 Nothing ironic about that. Most (blue), Less (red), Least (green). Smoothing:1 1800-2000

Much to my surprise this ngram went exactly as I anticipated. I experienced similarly coincidental results searching “1,2,3”, “one,two,three” and “first,second,third” with all comparisons resulting in sequential order with “first”,”one”, “1”, and “most” occurring considerably more regularly than their comparative counterparts.

“Apples, Oranges”

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Ngram comparing apples and oranges. Smoothing:3 1800-2000

 For humors sake I decided to compare apples and oranges. The result showed a steady disparity in popularity between the two, with apples being the most often referenced. Interestingly enough both peaked in popularity between the years 1909-1948.

19 Century Style Ngram’s

Child Labour vs. Female Labour
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In my first Ngram I decided to compare child labour and female labour during the Industrial Revolution. Since factories and farms were major parts of the 18th and 19th century, I wanted to take a look at the statistics of the people working within these businesses. Therefore, I chose children and women because they were the ones most likely chosen to work in such harsh conditions. When I first created this Ngram I actually wrote labor instead of labour, not realizing that the proper way of spelling labor in England is labour. Therefore, the first time I created this Ngram, there were barely any female laborers. However, after I changed the spelling of the word, there was more data to compare. I noticed that there was a decrease in female labour and an increase in child labour, so I decided to take a look at why this was. I later found in my research that many children were sent to work in factories and on farms instead of getting an education, because bringing home money was more important than schooling. Although there was an increase in laborers for both children and females, there was more so an increase in children laborers because at the time children were cheaper employment and much easier to control, rather than adults. Toward the late 19th century the National Society for the Prevention of Cruelty to Children was created and changed the way children lived. Now, children were gradually going back to school and getting an education, rather than being treated as hard working adults at such young ages. Unfortunately, I am not sure why child laborers increased after the late 19th century (as did female laborers), but that would be something to analyze further more in the future.

Medicine vs. Surgery
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In the second Ngram I created, I compared surgery and medicine. I decided to compare them because I was interested to see how important health was in the 18th and 19th century. Needless to say, it was pretty important! Both medicine and surgery increased as time went by, mainly because of technological advancements that led to health advancements. With technological advancements came better equipment to measure blood pressure; and the infamous stethoscope, to properly measure and rate respiratory systems. Soon after, surgery advancements took place when anesthetics were developed. Now doctors could perform more stabled surgeries rather than harsh amputations.

Ngrams: Vampires vs Werewolves, Mr vs Mrs

Vampires and Werewolves:

ngram1

For my first Ngram I decided to do a basic, silly search. It is clear that the 1800’s were most definitely Team Edward. I plugged “vampires” (blue) and “werewolves” (red) in expecting vampires to have more prominence, but I didn’t foresee the huge gap there clearly is. I was also shocked to find that Dracula did not create too large of a spike for vampires. Looking at the graph, I had assumed that Bram Stoker’s Dracula would have been published around 1845. However, a quick Google Search told me that Dracula was actually published in 1897, which on the graph seems to be one of the decline stages. So, what could have caused such a spike in the 1840s? Wikipedia tells me that Varney the Vampire, by Sheridan Le Fanu was published in 1847, but that’s a book I’ve never even heard of. It’s surprising that a book like Dracula, that caused no spike, would survive the century while a book that was clearly more popular when it was published would be less known.

Mr vs Mrs:

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In this Ngram, I plugged in “man” (blue) and “woman” (red), and was completely floored by my results. However, I quickly realized that men were probably referred to as “man” more frequently than women were referred to as “woman”.ngram2

This Ngram did not surprise me as much as the last one did. I plugged in “Mr” (blue) and “Mrs” (red) for this one, for how often people were referred to by their names. However, I was still a little taken aback. The 1800’s were clearly a different time, everyone knows that. Everyone knows that men were more “important” than women in this time period. Yet, I didn’t realize that men were even mentioned more in literature than women were. At least, that was before I realized that both “Mrs” and “Ms” must be taken into consideration.

ngram3

In this Ngram, I plugged in “Mr” (blue), “Mrs” (red), and “Ms” (green). This made my results make a little bit more sense. However, it is still clear that men were referred to much more in literature in the first half of the 19th century than women were.

Google Ngrams – Education/Labor & Alcohol/Tobacco in the 19th Century

Chart 1For my first graph, I chose the words “education” and “labor.” Throughout the 19th century, many young people faced the decision of either going to school and receiving an education or heading straight to work. There were pros and cons of both, as is the case today. Some people studied and worked at the same time, and some people used their education to get better jobs. Others were forced to work by their parents because they were poor while some were forced to go to school because they were upper class. Either way, these two concepts were an essential part of people’s lives as they had to choose which life path they most desired. The rise of labor and decline of education from 1840 to 1870 was due to the Second Industrial Revolution, also known as the Technological Revolution, as demand for labor increased (ushistoryscene.com). Education appeared more then labor during this time.Chart 2For my second graph, I chose the words “alcohol” and “tobacco.” These were common parts of people’s lives in the 19th century, as they are today. The minor increases and decreases of alcohol can be the result of the many different alcohol taxes imposed and then repealed during the 19th century, such as the Whiskey tax being repealed in 1802 (alcohol-facts.net). I believe the spike of tobacco around 1815 was due to the introduction and extreme popularity of the cigar. The sudden drop right after that is most likely due to the first anti-tobacco movements (tobacco.org). Tobacco appeared more than alcohol before they crossed paths around 1870 in which alcohol then overtook tobacco.