Marvel Comics Characters Network

In this project, I will work with the data related to the characters in Marvel Comics.

The dataset contains the link between characters, i.e., heroes and villains of the Marvel universe.

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My goal is to perform network analysis to identify the most central characters based on the provided network structure.

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I will do the following jobs:

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• Calculate different centrality measures for the network (degree centrality, betweenness, closeness, PageRank).

• Compare the results.

• Calculate the number of common characters of the top 10 characters for each pair of methods.

• Try to understand which methods are the most similar to each other in terms of the most central characters and in terms of correlation?

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Click Here to see the dataset and Jupyter Notebooks.