Lord of The Rings movie is chosen to review the characters' relations among popularities (their centrality values).
The graph below represents the relations between the characters.
Characters are compared according to the values of Degree Centrality, Closeness Centrality, Betweenness Centrality, Eigenvector Centrality, and Katz Centrality.
networkx, scipy, graphviz libraries are used.
It is observable that the assumptions are correct and Frodo Baggins is the most popular character in the movie according to each centralization.