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Comparison between Marvel and DC in terms of their Characters Popularity, their Gender, Hair Color, Eye Color, Character Alignment, Appearances, Launch day, names, etc. I have used Seaborn, matplotlib, networkx, and plotly to visualize Interactive plots

License: GNU General Public License v3.0

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plotly seaborn network-visualization boxplot barplot 3dplot data-visualization data-analysis comics marvel dc networkx distplot

fivethirtyeight-comics-marvel-and-dc-'s Introduction

Comic Characters

This folder contains data behind the story Comic Books Are Still Made By Men, For Men And About Men.

The data comes from Marvel Wikia and DC Wikia. Characters were scraped on August 24. Appearance counts were scraped on September 2. The month and year of the first issue each character appeared in was pulled on October 6.

The data is split into two files, for DC and Marvel, respectively: dc-wikia-data.csv and marvel-wikia-data.csv. Each file has the following variables:

Variable Definition
page_id The unique identifier for that characters page within the wikia
name The name of the character
urlslug The unique url within the wikia that takes you to the character
ID The identity status of the character (Secret Identity, Public identity, [on marvel only: No Dual Identity])
ALIGN If the character is Good, Bad or Neutral
EYE Eye color of the character
HAIR Hair color of the character
SEX Sex of the character (e.g. Male, Female, etc.)
GSM If the character is a gender or sexual minority (e.g. Homosexual characters, bisexual characters)
ALIVE If the character is alive or deceased
APPEARANCES The number of appareances of the character in comic books (as of Sep. 2, 2014. Number will become increasingly out of date as time goes on.)
FIRST APPEARANCE The month and year of the character's first appearance in a comic book, if available
YEAR The year of the character's first appearance in a comic book, if available

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