20120201-NodeXL-Twitter- ford foundation OR fordfoundation network graph

From: www.connectedaction.net

Link: www.flickr.com/photos/marc_smith/6802596543/sizes/l/

 

These are the connections among the Twitter users who recently tweeted the word ford foundation OR fordfoundation when queried on February 1, 2012, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 1/25/2012 23:20 and ends on 2/1/2012 16:12 UTC. Green lines are "follows" relationships, blue lines are "reply" or "mentions" relationships.

 

Layout created with the "Group Layout" feature of NodeXL which tiles bounded regions for each cluster. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.

 

A larger version of the image is here: www.flickr.com/photos/marc_smith/6802596543/sizes/l/

 

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:

@fordfoundation

@lksriv

@fromthehip

@cynmull

@dpgilmartin

@benevolentmedia

@grahamsw

@masmartgrowthal

@clarissaanja

@reachscale

 

Top keyword pairs

V1, V2, WEIGHT

ford, foundation, 99

franklin, thomas, 15

named, president, 10

thomas, named, 8

foundation, dll, 6

first, black, 6

major, foundation, 6

karya, lain, 5

lain, @gm_gm, 5

dibiayai, nbeneran, 5

dibiayai, ford, 5

foundation, sidelines, 5

thought, pieces, 5

tempo, magazine, 5

amend, mentgroups, 5

black, president, 5

wealth, creation, 5

rural, communities, 5

large, body, 5

money, completely, 5

 

Graph Metric: Value

Graph Type: Directed

Vertices: 106

Unique Edges: 121

Edges With Duplicates: 108

Total Edges: 229

Self-Loops: 62

Connected Components: 53

Single-Vertex Connected Components: 45

Maximum Vertices in a Connected Component: 39

Maximum Edges in a Connected Component: 121

Maximum Geodesic Distance (Diameter): 6

Average Geodesic Distance: 2.242092

Graph Density: 0.009883199

Modularity: 0.387454

NodeXL Version: 1.0.1.200

 

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

www.nodexlgraphgallery.org/Pages/Default.aspx

 

A gallery of NodeXL network data sets is available here: nodexlgraphgallery.org/Pages/Default.aspx?search=twitter

 

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.

 

Donations to support NodeXL are welcome through PayPal: www.paypal.com/cgi-bin/webscr?cmd=_s-xclick&hosted_bu...

 

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.

Done