Mostrar mensagens com a etiqueta Ngram. Mostrar todas as mensagens
Mostrar mensagens com a etiqueta Ngram. Mostrar todas as mensagens

segunda-feira, outubro 05, 2015

Going Through the Numbers: Shakespeare's "Much Ado About Nothing"


(John Gielgud and Margaret Leighton in the 1959 Broadway production of Much Ado About Nothing)

Through reading "Much Ado About Nothing", Beatrice is the character which I have been impressed most, as everyone else. I wanted and tried to imagine how she affected people, especially women, at that time.  


So I decided to go on with the word "woman" deciphering how many time it is used, how it is used, by whom it is used, when it is used, etc. I used 3 different tools for that.

I started with the Google Books Ngram Viewer, and searched "woman" between the dates 1500 and 1800 (basically till when First-Wave Feminismstarted). This is how it looks like: 



Then I searched between the dates 1800 and 2008, and that is how it looks like:



Wayyy big difference, isn't it? But let’s come to this later.

After that, I got an impulse to search for the word "woman" in Much Ado, and of course I did! Ha! :) I used WordHoard for that (I don't know much how to use it, because I was too impatient to figure out.)



What I've found in this search is very interesting. It is not a play which the word "woman" used most. Actually, it is quite the opposite, one of the plays which "woman" used least. But it differs in a way that how it is used. For example, all of the female characters use it at least one. And, of course, it's not a surprise that Beatrice is the one who use it most. Apart from female characters, and this is the most shocking fact in this search for me, Benedick is the only male character who uses the word "woman". While I was thinking that I started to understand Shakespeare and to recognize his genius, this happened to be a big huge staggering slap onto my face. When I think about Benedick, despite his claims about women, he is the only male character who believes, supports, and stands for women, without any apparent reasons. (Friar also believes Hero, but he has sort of reasons for that, like the gestures of Hero). He believes that just because they're women, people shouldn't accuse them without thinking twice. He believes that women are not just marriage material, or a sex object, but they're friends, a person you can talk to and they can be as clever as men, maybe even more. Unlike the other male characters, he doesn't look at women only regarding their "fairness", but also regarding other virtues. How can a brain create such an algorithm that people can observe this through some technological devices and tools which people in that era can't even imagine? One word: Fascinating!


Then I searched "women" in all of Shakespeare plays grouping by speaker gender:



It looks like male characters use it more than females. It has been always the case, isn't it? Men always has more to say about women, more than women have. This can be another finding about the women issue at that era. But why do we limit it, right? :)


This is a grouping by speaker mortality:



This was, again, quite interesting for me. Immortal or supernatural characters doesn't look like caring about the concept of genders, like Puck from "Midsummer Night's Dream".  


Lastly, I searched it grouping by publication decade:




This made me go back to my first search on Ngram Viewer. You can also go back and take a second look at them. The same sharp increase in mentioning women in literary works can be observed there, too. One can conclude that Shakespeare may be the one who encouraged putting "woman" in literary texts. I wouldn't be surprised by this fact, though. Why doesn't a writer who influenced centuries later influence his own era, right?


I wanted to go on with Voyant tool this time. Since our focus is on Much Ado, I'd like to analyse the lines which include the word "woman". It is great tool for that. Unlike the Wordle, it gives you the chance to observe which words are emphasized and why. (To analyse word clouds, hit the "Analyse it!" button below the pictures.)












I got an impression from these word clouds that everyone has a point of view regarding genders. Everyone has a perception of himself/herself and the other people/gender. Maybe the problem starts here. We can't look at things from a mutual point of view. We can't accept that humans are just humans. We must categorize them all the time! Men or women, upper class or working class, old or young, black or white, etc.. And everyone is forced to take sides. Against what? Against another human being? Against humanity? 


I'm glad that I've made this search and looked at the play through an individual word. It really made me go after the notion I had while reading the play. 


I hope you read this till the end…  

sábado, outubro 03, 2015

Using Ngram Viewer to track popularity of Shakespeare vs his plays and Word Hoard to take verb and modal verb counts of 7 plays




My scientific mind is having lots of fun at the moment with Shakespeare…
This around I tried out Ngram Viewer and Word Hoarder to see what would come out at the other side of the rainbow.

I used Ngram Viewer to compare the frequency of Shakespeare, Shakespearian, and the following list of 7 plays: 

The graph seems to suggest that Shakespeare is mentioned more frequently that than his works. Shakespeare seems to be read and written about more than his works (please note that this is a very tentative and far reaching conclusion; there are several uncontrolled variables and there are other explanations for the trends in the graph and then there's the very obvious problem that I didn't account for  – other people named Shakespeare).
I then decided to only track the frequency of the word Shakespeare since 1600. 

The spike at around 1625 is probably more reflective of Google's database than books published in the 1600s (perhaps most of the books that Google has from that period are authored by Shakespeare.) Also the apparent decline of the word Shakespeare doesn't necessarily imply that he's losing popularity. It probably has more to do with technological advances, the proliferation of various academic fields, and many other reasons. (Note this is also a very tentative conclusion and like the conclusion above it isn't necessarily reflective of anything and isn't sound.)

I clicked around on word hoarder a little. I don't know it well enough to be able to do anything of use with it; it's a pretty specialized and powerful tool. It's awesome we have access to it though. I did a very simple check on the verb and modal verb counts for the plays we're reading in the course and a couple others that I'm vaguely familiar with (but haven't read). Here are the counts:
Verb counts: The Tempest – 2244, A Midsummer Night's Dream – 2266, Much Ado About Nothing – 2870, Taming of the Shrew – 2926, Romeo and Juliet – 3407, Othello – 3584, Hamlet – 3892
Modal verb counts: The Tempest – 440, A Midsummer Night's Dream – 444, Much Ado About Nothing – 658, Taming of the Shrew – 563, Romeo and Juliet – 673, Othello – 688, Hamlet – 777
From the given sample it seems that tragedies generally have higher verb counts and that there's no correlation between modal verb and genre. The modal verb class interests me because it indicates modality and hence possibility, obligation, permission, and ability - among the sample plays Hamlet has the most modal verbs and A Midsummer Night's Dream the least.  I want to refrain from making any conclusions because this isn't a methodical analysis but if I had to make concluding remarks it'd be that
1) Tragedies seem to have more action than other genres. This seems appropriate; the plot gets more and more chaotic until everyone dies and death is perhaps the most momentous action.
2) Modal verbs indicate ruminations on the hypothetical. In MSND the characters hardly ever stop to reflect – they're impulsive and hardly question themselves. In Hamlet however there's an excruciating volume of rumination. This claim would require a look into conditionals and other word classes and grammatical structures.
These are very sweeping claims at best, and I don't feel comfortable about letting them influence my perspective. 


sexta-feira, outubro 02, 2015

Hail All Things Medieval: "Shakespeare's Ghosts"


(William Blake's Ghost in Hamlet)

  "By heaven, I'll make a ghost of him that lets me"

Who's there? Anyone? Is anyone listening to me? That is what most of us fear. 

Entering the void and being forgotten. What are we to this world? What do our lives matter if our 80 year life span is only a tiny fraction of a fraction in the immense history of Earth? That is what most of us fall victim to. Many of us live such monotonous lives: Wake up in the morning, go to work, come back home, and maybe switch on the TV for a couple hours before calling it a day only to start the same step by step procedure the next morning. However there is a cure for this life lead by mediocrity. That cure comes from the man we all know as Shakespeare. Through his artful work, Shakespeare brings us out of our narrow mindedness and brings truth to our lives. He talks about the good and the bad, the ups and downs, and truths and lies of human nature. This phenomenon describes my most eye-opening experience with Shakespeare. When I was at the British Council, I read my first Shakespeare play and little did I know that at the time that it would open my eyes to the world I knew very little about. Soon after I have read “Romeo and Juliet”, “Macbeth” (can’t wait to see Fassbender playing The Scottish king), “The Merchant of Venice”, “Julius Caesar”, and “As You Like it”. Since then, Shakespeare has made me realize that being human is more than just surviving. The truth of life comes in every form and is staring at us right in the face. We only have to have the courage to open our eyes and take of our blinders.

As I’ve been reading through the Shakespeare Canon, I am seeing the presence of spirits, fairies, ghost and the supernatural in most of his plays and not just the four plays of Hamlet, Macbeth, Richard III and Julius Caesar with five ghosts. Richard III has even eleven ghosts on stage!

I have made a coggle of all the ghost characters and tried to understand why Shakespeare required to have a ghost star in his plays.


The ghost seems to have fascinated Shakespeare already at the outset of his career. In his early love-tragedy, Juliet, after the tidings of Tybalt's death have been brought to her, exclaims:

O, look! methinks I see my cousin's ghost
                            Seeking out Romeo, that did spit his body
                            Upon a rapier's point

    Act IV scene III

In Richard III ghosts take their place among the actors in the play. Then of course there is the masterful use of a ghost in Macbeth and Hamlet.

Despite progressing enlightenment of the Renaissance, superstition was rampant among Elizabethan Londoners and belief in astrology was common. It was accepted that witches, ghosts, fairies, elves, goblins, magic and mystical properties of animals and herbs existed. In the year 1665 the great plague devastated London and it proved conducive to superstition.  The Google Ngram Viewer shows that the words fairies, spirits, ghosts was at its peak in the 1600's:


Ghosts, pre-Shakespeare, were a Deus ex Machina, a device to solve a problem, move the story forward. With Shakespeare it is now endowed with personality. The Shakespearean ghost is no longer a phantom roaming around in the cold but a spirit of like intellectual substance with the actors. In making the ghost more human Shakespeare gave it a spiritual significance. The Shakespearean ghost is at once an embodiment of remorseful presentiment and the instrument of divine justice.

Maybe because of the Protestant Reformation Shakespeare adds symbolic interpretation to the ghosts: they go against the normal worldly order, they cause chaos which mirrors the social disorder and political chaos which prevailed during the Elizabethan age.

Shakespeare's audiences and his plays were the products of their culture. Since the validity of any literary work can be judged by it public acceptance and its lasting power it seems that Shakespeare's ghosts and witches are hugely popular.

From the Google Ngram Viewer one can see that ghosts, witches, fairies have petered off in recent years. As the Bard said it so well:

                      "Hell is empty and all the devils are here" 


Reading Shakespeare I've learnt and played

I've seen visions of dragons, castles, knights, fair ladies and brave gentlemen.

I was lost in the storm and I've been saved by the woods

I saw ghosts talking to me and then I fell in love with a mule!

O, I must have been so drunk from the morning dew because when I woke up I saw I had wings so I could fly very high in the sky.

I must have been dreaming the most peculiar dream. I'm sure I saw words, and sentences all spread up in the air that gone with the wind. One line was battling with the other and I couldn't hear what they said

to each other because they were talking so loud I closed my ears as I couldn't understand those words that sounded so strange and poetic.

Words, sentences, lines, quotes whole pages of some old books had filled the sky and had the same signature:

William Shakespeare.

Who was that man I've heard before, I thought, sometimes he was questioning about his life, our life or troubling with the darkest thoughts the mind of a man called Hamlet!

I'm sure I know that I want to be and this is the answer to that question but not to be, why's that I don't want to be?

I never knew the answer till I entered in a church and I saw two young lovely children dead the one with poison the other with a sword or a gun, I'm not that sure about thee.

I travelled through faraway places lost track of time and I was so fascinated with that dream that would end too soon.

Am I a fairy, a Queen, a beautiful maiden, a witch, a butterfly or a cat?

Who am I after all this time that ended so well?

One thing I know, I just don't want to wake up so early.

I want to get on my horse and find my Romeo, he's lost somewhere deep down the woods or he's a slave taken in some unknown island.

I cannot wait sitting here taking to myself I have to find out!

Be gone you foolish lady of the shore, find your man don't waste no more time, and tears, the time is near.

Shakespeare knights and holy ships prepare, I come to thee.

Ghosts of desperation leave my inner thoughts alone!

Adieu, my kindest master your words have been sparkles in my untrusting heart I greet you and your lovely crew!

'Tis was a pleasure!

Oh, spirits and cursed crows let me in peace let me have my share, between those broken mirrors I see a face in two the one is happy the other half is dark, tell me who am I, a wicked spider or a  beautiful Queen?

[EXIT]