20120131-NodeXL-Twitter- gatesfoundation network graph
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6798899801/sizes/l/
These are the connections among the Twitter users who recently tweeted the word gatefoundation when queried on January 31, 2012, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 1/29/2012 2:10 and ends on 1/31/2012 17:11 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/6798899801/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:
@gatesfoundation
@energizedtech
@worldbank
@usaid
@thijs
@kellabyte
@care
@harvard
@gavialliance
@dublialive
Top word pairs:
V1, V2, WEIGHT
tropical, diseases, 191
neglected, tropical, 173
bill, gates, 154
right, tools, 117
@gatesfoundation, @usaid, 103
read, more, 101
via, @gatesfoundation, 99
help, end, 96
end, neglected, 96
annual, letter, 83
joining, @gatesfoundation, 74
live, webcast, 74
new, data, 69
twitter, use, 69
mobile, money, 41
unprecedented, partnership, 41
million, over, 39
over, next, 39
family, planning, 39
@worldbank, @gatesfoundation, 38
Graph Metric, Value
Graph Type, Directed
Vertices, 1000
Unique Edges, 3732
Edges With Duplicates, 1774
Total Edges, 5506
Self-Loops, 194
Connected Components, 63
Single-Vertex Connected Components, 54
Maximum Vertices in a Connected Component, 922
Maximum Edges in a Connected Component, 5408
Maximum Geodesic Distance (Diameter), 6
Average Geodesic Distance, 2.159495
Graph Density, 0.004355355
Modularity, 0.309963
NodeXL Version, 1.0.1.199
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
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Marc Smith on Twitter.
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