Analysis of Network Graphs: Visualizing Hamilton Characters as a Social Network

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Analysis of Network Graphs: Visualizing Hamilton Characters as a Social Network
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Discover how graph theory and data science techniques unlock new insights into character relationships in literature, from Game of Thrones to Hamilton.

A few years ago, I was binge-reading the Game of Thrones books and found myself having a hard time keeping track of all the characters in my head. I was going back and forth between chapters or constantly looking up the A Song of Ice and Fire wiki to remember plotlines.

dataset of Hamilton Hamilton lyrics readily available on Kaggle Exploratory analysis Exploratory analysis This is what the Hamilton dataset looks like. Hamilton There is one line of record per character/song/line of lyric. Title - refers to the name of the song. Speaker - refers to the character who is singing a given line. Lines - refers to the particular line of lyric within the song. Title - refers to the name of the song. Title Speaker - refers to the character who is singing a given line.

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