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Marvel Comic Book Artist Collaboration Networks

Notice: All Marvel comic book cover images are from the public Marvel API and are copyright of Marvel Worldwide Inc. All graph visualizations are original works.

Intro

The idea here is really pretty simple. Using the Marvel Developer API, step through a comic book series and build a network showing which artists, letterers, writers, etc. worked together on issues in that series. So, for a given comic book, if there were 5 people listed in the credits for that issue then they would be placed on the graph fully connected to each other. Then move on to the next issue in the series and do the same. The resulting graph shows the collaboration that occurred over the span of that comic book series. Note that these series aren't all-encompassing of every comic book written about a character or team. Marvel often runs many different series about its characters and teams.

Gephi Streaming

To take this to the next level, I didn't just want to see the final graphs, I wanted to watch the graphs grow as I walked the comic book series chronologically. For this I used the Gephi Streaming API. I ended up writing a Java client that's on github. Doing this allows me to watch the collaboration graph grow as artists and their interactions are added for each issue.

Avengers

Series: Avengers 1963 - 1996

avengers series comic book cover

Here's the final graph of the artist collaboration:

avengers artist collaboration graph

SVG format

For this one, I recorded a video of what the graph looked like while it was being streamed into Gephi:

X-Men

Series: Uncanny X-Men 1963 - 2011

xmen series comic book cover

And here's the artist collaboration graph for this one:

xmen artist collaboration graph

SVG format

I also recorded a video of this one being built:

Spider-man

Series: Amazing Spider-man 1963 - 1998 and Amazing Spider-man 1999 - 2013

spiderman series comic book cover

And the artist collaboration graph:

spiderman artist collaboration graph

SVG format

Fantastic Four

Series: Fantastic Four 1998 - 2012

fantastic four series comic book cover

Artist collaboration graph:

fantastic four artist collaboration graph

SVG format

Incredible Hulk

Series: Incredible Hulk 1999 - 2008

hulk four series comic book cover

Artist collaboration graph:

hulk artist collaboration graph

SVG format

Daredevil

Series: Daredevil 1963 - 1998

daredevil four series comic book cover

Artist collaboration graph:

daredevil artist collaboration graph

SVG format

Iron Man

Series: Iron Man 1968 - 1996

iron man four series comic book cover

Artist collaboration graph:

iron man artist collaboration graph

SVG format

Wolverine

Series: Wolverine 1988 - 2003

wolverine four series comic book cover

Artist collaboration graph:

hulk artist collaboration graph

SVG format

Silver Surfer

Series: Silver Surfer 1987 - 1998

silver surfer four series comic book cover

Artist collaboration graph:

silver surfer artist collaboration graph

SVG format


Interested in seeing more visualizations and analysis like this? Have general feedback or an idea? Feel free to contact me.