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Ashton Kutcher at TechCrunch Disrupt 2011. For re-publication rights, contact JD Lasica at jdlasica@gmail.com.

TechCrunch Disrupt SF 2015. Photo by Jeff Bottari for TechCrunch

TechCrunch Disrupt 2018 in San Francisco, CA.

TechCrunch Disrupt 2018 in San Francisco, CA.

TechCrunch Disrupt 2018 in San Francisco, CA.

TechCrunch Disrupt SF 2017 in San Francisco on September 18, 2016. Photo by Max Morse for TechCrunch

TechCrunch Disrupt 2018 in San Francisco, CA.

David Lee of SV Angel.

TechCrunch Hackathon at Disrupt NY 2016

SAN FRANCISCO, CALIF. - SEPT. 28, 2010: Tim Armstrong, AOL's CEO, left, announced the acquisition of TechCrunch on stage at TechCrunch Disrupt 2010 along with TechCrunch founder and co-editor Michael Arrington and TechCrunch CEO Heather Harde. Photo by Dave Getzschman

TechCrunch Disrupt SF 2015. Photo by Jeff Bottari for TechCrunch

TechCrunch Disrupt SF 2015. Photo by Jeff Bottari

California Attorney General Gavin Newsom.

Alexia Tsotsis, co-editor of TechCrunch.

Visionary venture capitalist John Doerr

TechCrunch Disrupt SF 2015. Photo by Jeff Bottari for TechCrunch

For publication rights, contact the photographer, JD Lasica, at jdlasica@gmail.com.

For publication rights, contact the photographer, JD Lasica, at jdlasica@gmail.com.

For publication rights, contact the photographer, JD Lasica, at jdlasica@gmail.com.

For publication rights, contact the photographer, JD Lasica, at jdlasica@gmail.com.

TechCrunch Disrupt SF 2015. Photo by Jeff Bottari for TechCrunch

TechCrunch Disrupt SF 2015. Photo by Jeff Bottari for TechCrunch

SAN FRANCISCO, CALIF. - SEPT 28, 2010 Google CEO Eric Schmidt speaks at TechCrunch Disrupt. Photo by Max Whittaker

From: www.connectedaction.net

 

Connections among the Twitter users who recently tweeted the word tcdisrupt when queried on September 15, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.

 

Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.

 

(Edges connecting users are bundled and curved with recent features added to NodeXL v.177.)

 

A larger version of the image is here:

 

A detailed list of the top most between contributors is here: www.flickr.com/photos/marc_smith/6151470724/

 

Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality

 

Clauset-Newman-Moore algorithm is defined here: pre.aps.org/abstract/PRE/v70/i6/e066111

 

Top most between users:

@techcrunch

@arrington

@davemcclure

@parislemon

@alexia

@erickschonfeld

@jeff

@bitcasa

@sarahcuda

@instagram

 

Graph Metric: Value

Graph Type: Directed

Vertices: 757

Unique Edges: 5914

Edges With Duplicates: 1612

Total Edges: 7526

Self-Loops: 743

Connected Components: 25

Single-Vertex Connected Components: 23

Maximum Vertices in a Connected Component: 732

Maximum Edges in a Connected Component: 7497

Maximum Geodesic Distance (Diameter): 7

Average Geodesic Distance: 2.448931

Graph Density: 0.010744515

NodeXL Version: 1.0.1.177

 

More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/

 

NodeXL is free and open and available from www.codeplex.com/nodexl

 

NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.

 

The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.

 

Marc Smith on Twitter.

 

For publication rights, contact the photographer, JD Lasica, at jdlasica@gmail.com.

TechCrunch Disrupt San Francisco 2014. Photo by Max Morse for TechCrunch.

TechCrunch Disrupt 2018 in San Francisco, CA.

TechCrunch Disrupt San Francisco 2014. Photo by Max Morse for TechCrunch.

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