Thursday, April 2, 2015

Data Visualization: Castle of Otranto




Data Visualization: The Castle of Otranto

Names and Titles

 
In a gothic novel where doppelgangers and confusion are absolutely necessary for the novel to achieve its desired effect, I was rather surprised to see the amount of proper names and titles used for the characters.  If you add up the full amount of times that the characters are either directly named or referred to by title, it makes up almost five percent of the entire novel.  In other words, for every twenty words in the novel, at least one of those is either a character’s name or their title. When I first saw the main word cloud that we came up with on the program and eliminated the articles, I was instantly surprised to see that each and every one of the titles and names in the above chart is used often enough to appear in the word cloud. This could mean that The Castle of Otranto may be more about character identity than I had initially suspected.  Of course, with each identity comes the title which is attached to the identity.  So, when considering that proper earned title is one of the big questions of the novel, it may not be so shocking after all.

Character Traits
 













I decided to look at character traits in Otranto. The most heavily described characters, I found, were Matilda, Hippolita, and Theodore – words like gentle, amiable, gracious, virtuous, and noble were used in excess with these three.
The words I found that described Manfred most were impious and unhappy. Jerome frequently called Manfred impious, whether referring to his plans or just to Manfred in general, while Manfred called himself unhappy in most of the references.
Most of the words I looked at were attributed to Hippolita at least one time, with the exception of impious. She was often referred to as ‘gracious Lady’, ‘excellent Lady’, ‘virtuous Lady’, etc. She was the only one whom Manfred referred to in a positive way—he called other characters presumptuous, audacious, and traitorous, etc, but Hippolita was always ‘excellent’. She was, in turn, often the only one to attribute certain words to Manfred—gracious, especially, a word which was otherwise used for her. She definitely seems to be a one-sided character, but she was easily the most described in the novel, despite doing pretty much the least of anyone.

The Supernatural

When examining the first gothic novel, it seems only appropriate to consider the use of ghosts and spirits in the novel. Walpole established many of the widely accepted tropes of the gothic genre in The Castle of Otranto from the beginning of the novel. The plot is driven by the characters’ reactions to the supernatural happenings in the castle. As prince and ruler of the castle, Manfred especially is impacted by the prophecy that seems to be coming true before his eyes when a giant helmet crushes his sole heir, Conrad, on the day of his wedding. Interestingly, ghosts are only discussed shortly after Conrad’s untimely death at the beginning of the novel and then not discussed again. Spirits and spectres are used to describe the supernatural occurrences from there, but even then the relatively few times each word is used, nine and seven respectfully, out of the 34,000 words in the entire story proves that it is not necessarily the sight of the supernatural that creates suspense, but rather the lingering thought that it could exist, and has some control over the actions of those who believe in it.


Religion and The church
In The Castle of Otranto, the Church plays a significant role in the lives of the characters. When I was reading the novel, I noticed that Jerome was the character that referenced the word church the most. The word church was used only 28 times while religion was used only 3 times. I was interested in the way church was used throughout the novel. The huge dip in the graph between seven and eight in the frequency graph was very odd in my opinion. I thought since Jerome had a significant role in the novel, I thought more inferences of the church would be more prevalent.  Also, with the word religion I was surprised at the lack of it but it was in reference to religion as a whole and not as an individual entity. 


Love and Marriage - Otranto and Sidney Bidulph
The Castle of Otranto

Sidney Bidulph

When the idea of comparing the uses of “love” and “marriage” in Otranto to the uses in Sidney Bidulph, I thought about simply seeing which was used more often in each and how the usage compared as a whole across both novels (meaning how much more frequently each was used in one novel over the other).  I had my suspicions that Sidney Bidulph would have more uses.  I was wrong.  Looking at the scales, the relative frequency of these words is much higher in Otranto.  The much more interesting discovery is the relationships these words have to one another within the novels.  On the left, Otranto’s uses of “love” and “marriage” are at inverse proportions – when the use of one goes upward, the use of the other drops.  In Sidney Bidulph on the right, we see just the opposite and we have a directly proportionate relationship up until they meet at the very end.  Based somewhat on Tuesday’s discussion, which novel appears to be more about marriages?






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