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From: www.connectedaction.net
Connections among the Twitter users who follow benbendc when queried on February 9, 2011 scaled by numbers of followers.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word #lint when queried on May 22, 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.
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5747564643/sizes/o/in/ph...
A detailed list of top most between users:
Top most between users:
@edyson
@abioladuffie012
@jungasblighton0
@lowamalenchini0
@teresangeladegr
@watsoncrostic04
@macaelasuby1108
@lintconf
@collisapsley122
@acostathornburg
Graph Metric: Value
Graph Type: Directed
Vertices: 114
Unique Edges: 283
Edges With Duplicates: 37
Total Edges: 320
Self-Loops: 0
Connected Components: 19
Single-Vertex Connected Components: 14
Maximum Vertices in a Connected Component: 60
Maximum Edges in a Connected Component: 214
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.269295
Graph Density: 0.023288309
NodeXL Version: 1.0.1.169
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.
From: www.connectedaction.net
Connections among some Twitter users who recently mentioned scrm when queried on July 20, 2010 scaled by numbers of followers.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6232373616/
Connections among the Twitter users who recently tweeted the word Palantir when queried on October 10, 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.
A larger version of the image is here: www.flickr.com/photos/marc_smith/6232373616/sizes/l/in/ph...
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
@crdant
@haroldsax2
@joffinjoy
@rayhowe
@thomaspower
@palantirtech
@palantir
@techmeme
@prestonehrler
Graph Metric: Value
Graph Type: Directed
Vertices: 602
Unique Edges: 1047
Edges With Duplicates: 314
Total Edges: 1361
Self-Loops: 510
Connected Components: 237
Single-Vertex Connected Components: 225
Maximum Vertices in a Connected Component: 354
Maximum Edges in a Connected Component: 1070
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 3.35721
Graph Density: 0.002034262
NodeXL Version: 1.0.1.179
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.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned gamification when queried on March 11, 2011 scaled by numbers of followers.
Top most between:
@gamification, @gzicherm, @wili, @danmartell, @amyjokim, @seriosity, @margaretwallace, @wootanga, @rwang0, @owni, @mich8elwu
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Twitter users who mentioned "CHI2010" on April 12, 2010 scaled by number of followers. X = log(followers), y =log(tweets). Please ignore the axes labels, which are inaccurate.
NodeXL is available from www.codeplex.com/nodexl
www.connectedaction.net/2010/04/11/conference-nodexl-and-...
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Blogher 2010 (http://www.blogher.com/editorial-blogher10) was held in New York City on August 5-7.
Connections among the most between Twitter users who recently mentioned "blogher" when queried on August 10, 2010 located roughly by numbers of followers on the X axis and numbers of tweets on the y axis.
Some heavily followed users tweet far less than others who tweet more and are followed less. These may be the "stars" of the #blogher community.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned citizengulf when queried on August 22, 2010 scaled by numbers of followers.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6199302224/
Connections among the Twitter users who recently tweeted the word msr20 when queried on September 26, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: research.microsoft.com/en-us/ and research.microsoft.com/en-us/news/features/anniversaryove...
Layout using the "Group Layout" composed of tiled bounded regions. 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/6199302224/sizes/l/in/ph...
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:
@msftresearch
@msftnews
@zephoria
@msftnext
@askpang
@microsoftemea
@microsoftpress
@microsoftnl
@stevecla
@romicrosoft
Graph Metric: Value
Graph Type: Directed
Vertices: 257
Unique Edges: 942
Edges With Duplicates: 396
Total Edges: 1338
Self-Loops: 64
Connected Components: 3
Single-Vertex Connected Components: 2
Maximum Vertices in a Connected Component: 255
Maximum Edges in a Connected Component: 1332
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.222707
Graph Density: 0.016567364
NodeXL Version: 1.0.1.176
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word poken when queried on May 8, 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.
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5701874131/sizes/o/in/ph...
A detailed list of top most between users: www.flickr.com/photos/marc_smith/5702443956
Top most between users:
@pokenafrica
@pokenco
@spsonic
@timnjiru
@bederson
@pokenkenya
@from_yamagata
@phswiss
@clifflampe
@pokencape
Graph Metric: Value
Graph Type: Directed
Vertices: 250
Unique Edges: 398
Edges With Duplicates: 173
Total Edges: 571
Self-Loops: 0
Connected Components: 116
Single-Vertex Connected Components: 94
Maximum Vertices in a Connected Component: 106
Maximum Edges in a Connected Component: 474
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 4.233193
Graph Density: 0.007614458
NodeXL Version: 1.0.1.167
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word Eyeo when queried on July 1, 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.
A larger version of the image is here:
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
The local networks of each of the users is shown alongside the complete network graph.
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the words geospatial
when queried on April 27, 2011, scaled by numbers of followers (with outliers thresholded).
Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
A larger version of the network map is here:
A detailed list of top most between users is here:
Top most between users:
@gisuser
@geospatialnews
@opengeospatial
@digiphile
@crisismappers
@geospatialrev
@theredelm
@usgs
@geodatapolicy
@rpreibold
Graph Metric: Value
Graph Type: Directed
Vertices: 213
Unique Edges: 1058
Edges With Duplicates: 103
Total Edges: 1161
Self-Loops: 0
Connected Components: 63
Single-Vertex Connected Components: 59
Maximum Vertices in a Connected Component: 147
Maximum Edges in a Connected Component: 1155
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.664016
Graph Density: 0.024559306
NodeXL Version: 1.0.1.166
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.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word Worldbank when queried on June 20, 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.
A larger version of the image is here: www.flickr.com/photos/marc_smith/5858212902/sizes/o/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@worldbank
@wbpubs
@undp
@worldbankafrica
@bankdunia
@gdndevelopment
@worldbankasia
@greatindonesia
@wecanendpoverty
@worldbanklac
Graph Metric: Value
Graph Type: Directed
Vertices: 726
Unique Edges: 2537
Edges With Duplicates: 895
Total Edges: 3432
Self-Loops: 0
Connected Components: 71
Single-Vertex Connected Components: 62
Maximum Vertices in a Connected Component: 648
Maximum Edges in a Connected Component: 3412
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 2.740275
Graph Density: 0.005654032
NodeXL Version: 1.0.1.170
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.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned #w2e when queried on March 31, 2011, scaled by numbers of followers (with outliers thresholded). Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
The Web 2.0 Expo was held in San Francisco, California on March 28-31, 2011: www.web2expo.com/
Top most between users:
@w2e, @padday, @ifeelgoodsinc, @josephby, @marksilva, @aaker, @kevinmarks, @andrewspoeth, @benparr, @digiphile
A detailed list of top users is here: www.flickr.com/photos/marc_smith/5576936483/
The dataset used to create this map is available from:
The large scale version of the map is here: www.flickr.com/photos/marc_smith/5576936445/sizes/o
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Graph TypeDirected
Vertices: 687
Unique Edges: 2372
Edges With Duplicates: 539
Total Edges: 2911
Self-Loops: 0
Connected Components: 51
Single-Vertex Connected Components: 46
Maximum Vertices in a Connected Component: 633
Maximum Edges in a Connected Component: 2904
Maximum Geodesic Distance (Diameter): 7
Average Geodesic Distance: 3.238452
Graph Density: 0.005552939
NodeXL Version: 1.0.1.164
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the hashtag #ttw2011 when queried on April 9, 2011, scaled by numbers of followers (with outliers thresholded). Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
The Theorizing the Web Conference was held at the University of Maryland on April 9, 2011. See: www.cyborgology.org/theorizingtheweb/
Top most between users: @zephoria, @academicdave, @ttw2011, @techsoc, @nathanjurgenson, @alanews, @james3neal, @gazoombo, @savasavasava, @jessienyc
A detailed list of top users is here: www.flickr.com/photos/marc_smith/5603673080/
The large scale version of the network map is here: www.flickr.com/photos/marc_smith/5603088993/sizes/o/
Graph Metric: Value
Graph Type: Directed
Vertices: 174
Unique Edges: 1042
Edges With Duplicates: 214
Total Edges: 1256
Self-Loops: 0
Connected Components: 12
Single-Vertex Connected Components: 11
Maximum Vertices in a Connected Component: 163
Maximum Edges in a Connected Component: 1256
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.406263
Graph Density: 0.03803734
NodeXL Version: 1.0.1.164
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.
Follow Marc Smith on Twitter.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6526227773/
These are the connections among the Twitter users who recently tweeted the word #sapsummit when queried on December 14, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 12/13/2011 19:54 and ends on 12/14/2011 14:28 UTC.
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/6526227773/sizes/l/in/ph...
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:
@businessobjects
@rwang0
@sap
@spoonen
@pgreenbe
@sustainablesap
@mkrigsman
@jonerp
@vsikka
@jesus_hoyos
Graph Metric: Value
Graph Type: Directed
Vertices: 354
Unique Edges: 6843
Edges With Duplicates: 1927
Total Edges: 8770
Self-Loops: 691
Connected Components: 4
Single-Vertex Connected Components: 3
Maximum Vertices in a Connected Component: 351
Maximum Edges in a Connected Component: 8767
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.193127
Graph Density: 0.058297723
Modularity: 0.240096
NodeXL Version: 1.0.1.196
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.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6246955195/
The 15th annual Internet Librarian conference is being held in Monterey, California, October 17-19.
The conference gathers information professionals who use the Internet to deliver improved library services.
These are the connections among the Twitter users who recently tweeted the word #IL2011 when queried on October 15, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.infotoday.com/il2011/
Layout using the "Group Layout" composed of tiled bounded regions. 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/6246955195/sizes/l/in/ph...
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:
@libconf
@thelib
@davidleeking
@librarianbyday
@jdysart
@rossanaisabel
@pcsweeney
@jambina
@brewinlibrarian
@eclasper
Graph Metric: Value
Graph Type: Directed
Vertices: 87
Unique Edges: 954
Edges With Duplicates: 205
Total Edges: 1159
Self-Loops: 123
Connected Components: 1
Single-Vertex Connected Components: 0
Maximum Vertices in a Connected Component: 87
Maximum Edges in a Connected Component: 1159
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.015326
Graph Density: 0.12897621
NodeXL Version: 1.0.1.179
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.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6233561108
Connections among the Twitter users who recently tweeted the word AOIR when queried on October 10, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
Updated map at: www.flickr.com/photos/marc_smith/6234691231
See: ir12.aoir.org/
Layout using the "Group Layout" composed of tiled bounded regions. 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/6233561108/sizes/l/in/ph...
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:
Graph Metric: Value
Graph Type: Directed
Vertices: 98
Unique Edges: 119
Edges With Duplicates: 672
Total Edges: 791
Self-Loops: 153
Connected Components: 40
Single-Vertex Connected Components: 35
Maximum Vertices in a Connected Component: 55
Maximum Edges in a Connected Component: 710
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.257477
Graph Density: 0.035766884
NodeXL Version: 1.0.1.179
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word #picnic2011 when queried on September 19, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.picnicnetwork.org/festival
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: www.flickr.com/photos/marc_smith/6163653262/sizes/o/in/ph...
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:
@picnicfestival
@ideasproject
@bchihani
@piaerkinheimo
@appsterdamrs
@berthagendoorn
@kresin
@jwalphenaar
@dusc
@virtueelp
Graph Metric: Value
Graph Type: Directed
Vertices: 180
Unique Edges: 576
Edges With Duplicates: 316
Total Edges: 892
Self-Loops: 140
Connected Components: 23
Single-Vertex Connected Components: 19
Maximum Vertices in a Connected Component: 114
Maximum Edges in a Connected Component: 423
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 3.045303
Graph Density: 0.019366853
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word Makerbot when queried on June 20, 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.
A larger version of the image is here: www.flickr.com/photos/marc_smith/5858564395/sizes/o/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@makerbot
@techcrunch
@bre
@laughingsquid
@scobleizer
@makerbotpitbull
@core77
@mc_frontalot
@photomatt
@rebatesmoney
Graph Metric: Value
Graph Type: Directed
Vertices: 387
Unique Edges: 523
Edges With Duplicates: 606
Total Edges: 1129
Self-Loops: 0
Connected Components: 130
Single-Vertex Connected Components: 119
Maximum Vertices in a Connected Component: 244
Maximum Edges in a Connected Component: 1086
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 3.076407
Graph Density: 0.00520143
NodeXL Version: 1.0.1.170
The local networks of each of the users is shown alongside the complete network graph.
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word IJ-8 OR #injo when queried on May 23, 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.
A larger version of the network map is here:
A detailed list of top most between users:
Top most between users:
ryojihido
nkmz2
gintarosu
pochiyamasan
uma0918lawal
sairy
279midori
dnordfors
injostanford
esudashi
Graph Metric: Value
Graph Type: Directed
Vertices: 204
Unique Edges: 224
Edges With Duplicates: 74
Total Edges: 298
Self-Loops: 0
Connected Components: 85
Single-Vertex Connected Components: 75
Maximum Vertices in a Connected Component: 68
Maximum Edges in a Connected Component: 153
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 2.702996
Graph Density: 0.006302521
NodeXL Version: 1.0.1.169
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word THATCamp
when queried on April 30, 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.
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5673988825/sizes/o/
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5673988857/
Top most between users:
@thatcamp
@amandafrench
@captain_primate
@glthatcamp
@emarsh
@ranti
@trentmkays
@foundhistory
@audreywatters
@briancroxall
Graph Metric: Value
Graph Type: Directed
Vertices: 145
Unique Edges: 1963
Edges With Duplicates: 162
Total Edges: 2125
Self-Loops: 0
Connected Components: 3
Single-Vertex Connected Components: 2
Maximum Vertices in a Connected Component: 143
Maximum Edges in a Connected Component: 2125
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.110128
Graph Density: 0.0973659
NodeXL Version: 1.0.1.166
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.
Network Group Manager Andy Kowalski works inside the Jefferson Lab Data Center on Thursday, Dec. 1, 2022. (Photo by Aileen Devlin | Jefferson Lab)
Thomas Jefferson National Accelerator Facility (Jefferson Lab) provides scientists worldwide the lab’s unique particle accelerator, known as the Continuous Electron Beam Accelerator Facility (CEBAF), to probe the most basic building blocks of matter by conducting research at the frontiers of nuclear physics (NP) and related disciplines.
In addition, the lab capitalizes on its unique technologies and expertise to perform advanced computing and applied research with industry and university partners, and provides programs designed to help educate the next generation in science and technology.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned mayoclinic when queried on July 29, 2010 scaled by numbers of followers.
The Mayo Clinic has announced a new Center for Social Media:
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users on the Twitter-List-ValdisKrebs-network-analysis when queried on July 14, 2011.
Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
A larger version of the image is here:
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
The local networks of each of the users is shown alongside the complete network graph.
Top most between participants:
@juneholley
@orgnet
@vidujagoss
@ressivenetworks
@marc_smith
@barrywellman
@kammerait
@soramaki
@fasresearch
@danielequercia
Graph Metric: Value
Graph Type: Directed
Vertices: 181
Unique Edges: 2879
Edges With Duplicates: 13
Total Edges: 2892
Self-Loops: 0
Connected Components: 1
Single-Vertex Connected Components: 0
Maximum Vertices in a Connected Component: 181
Maximum Edges in a Connected Component: 2892
Maximum Geodesic Distance (Diameter): 3
Average Geodesic Distance: 1.897256
Graph Density: 0.088551258
NodeXL Version: 1.0.1.172
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.
Twitter users who mentioned "eComm" on April 19, 2010 scaled by number of followers.
NodeXL is available from www.codeplex.com/nodexl
www.connectedaction.net/2010/04/19/conference-ecomm-2010-...
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word #picnic2011 when queried on September 19, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.picnicnetwork.org/festival
Layout using the "Group Layout" composed of tiled bounded regions. 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/6163678839/sizes/l/in/ph...
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:
@picnicfestival
@ideasproject
@bchihani
@piaerkinheimo
@appsterdamrs
@berthagendoorn
@kresin
@jwalphenaar
@dusc
@virtueelp
Graph Metric: Value
Graph Type: Directed
Vertices: 839
Unique Edges: 6298
Edges With Duplicates: 2073
Total Edges: 8371
Self-Loops: 1040
Connected Components: 54
Single-Vertex Connected Components: 50
Maximum Vertices in a Connected Component: 741
Maximum Edges in a Connected Component: 7815
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 2.996892
Graph Density: 0.009368751
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.
Who follows whom among those who tweet "CSCW"? The Computer Supported Cooperative Work Conference 2010.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Twitter users who mentioned "ashcloud" on April 18, 2010 scaled by number of followers.
Note the multi-line tooltip created with &CHAR(10)&
NodeXL is available from www.codeplex.com/nodexl
www.connectedaction.net/2010/04/11/conference-nodexl-and-...
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned mayoclinic when queried on July 29, 2010 scaled by numbers of followers.
The Mayo Clinic has announced a new Center for Social Media:
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6527047257/sizes/l/in/ph...
These are the connections among the Twitter users who recently tweeted the word dellcares OR delllistens when queried on December 14, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 12/6/2011 15:28 and ends on 12/14/2011 14:56 UTC.
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/6527047257/sizes/l/in/ph...
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:
@dellcares
@m_brigman
@dellenterprise
@martyatdell
@dellhomeus
@lionelatdell
@amyhatdell
@lisagatdell
@alienware
@jasondatdell
Graph Metric: Value
Graph Type: Directed
Vertices: 251
Unique Edges: 442
Edges With Duplicates: 1433
Total Edges: 1875
Self-Loops: 84
Connected Components: 5
Single-Vertex Connected Components: 4
Maximum Vertices in a Connected Component: 247
Maximum Edges in a Connected Component: 1870
Maximum Geodesic Distance (Diameter): 3
Average Geodesic Distance: 2.010719
Graph Density: 0.0132749
Modularity: 0.20046
NodeXL Version: 1.0.1.196
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.
From: www.connectedaction.net
Connections among some Twitter users who recently mentioned #CAT10 when queried on July 26, 2010 scaled by numbers of followers. Note that Marc_Smith joins the graph (by tweeting about the prior image of #CAT10) and links to 3 most central figures in the population.
This graph was created days before the conference, reflecting the people who are closely connected with the organization and hosting of the event. As the conference approaches and then begins this graph will grow larger and denser over time. Some people will enter the graph and move to more central locations, others will fall out of the graph or migrate to more peripheral locations.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word starwood when queried on May 7, 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.
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5701800285/sizes/o/
A detailed list of top most between users: www.flickr.com/photos/marc_smith/5701800053/
Top most between users:
@engadget
@starwoodbuzz
@ezyhelper
@vegasbill
@dubaiinformer
@starwoodcanpr
@barbdelollis
@findingnemo0303
@seoforhotels
@deannanew
Graph Metric: Value
Graph Type: Directed
Vertices: 949
Unique Edges: 976
Edges With Duplicates: 175
Total Edges: 1151
Self-Loops: 0
Connected Components: 420
Single-Vertex Connected Components: 400
Maximum Vertices in a Connected Component: 502
Maximum Edges in a Connected Component: 1095
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 4.429067
Graph Density: 0.001180456
NodeXL Version1.0.1.167
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.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6526319369/sizes/l/in/ph...
These are the connections among the Twitter users who recently tweeted the word quickbooks when queried on December 15, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 12/10/2011 22:06 and ends on 12/14/2011 18:28 UTC.
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/6526319369/sizes/l/in/ph...
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:
@rosebusinesssol
@mygpcloud
@quickbooks
@frankshankscoas
@kirsjainshape
@intuit
@fillbeshot
@ruthperryman
@intuituk
@quickbooksusers
Graph Metric: Value
Graph Type: Directed
Vertices: 933
Unique Edges: 2824
Edges With Duplicates: 941
Total Edges: 3765
Self-Loops: 1318
Connected Components: 240
Single-Vertex Connected Components: 230
Maximum Vertices in a Connected Component: 681
Maximum Edges in a Connected Component: 3430
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 2.952688
Graph Density: 0.002613978
Modularity: 0.432513
NodeXL Version: 1.0.1.196
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the words "data journalism"
when queried on May 1, 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.
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5682219935/sizes/o/in/ph...
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5682786912
Top most between users:
@niemanlab
@jenny8lee
@data_blog
@hackshackers
@newsrewired
@karenbastienok
@greglinch
@drgrist
@wannabehacks
@digidickinson
Graph Metric: Value
Graph Type: Directed
Vertices: 77
Unique Edges: 226
Edges With Duplicates: 65
Total Edges: 291
Self-Loops: 0
Connected Components: 6
Single-Vertex Connected Components: 4
Maximum Vertices in a Connected Component: 71
Maximum Edges in a Connected Component: 289
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.433697
Graph Density: 0.044087491
NodeXL Version: 1.0.1.166
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the words data visualization
when queried on May 2, 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.
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5681733251/sizes/o/in/ph...
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5682298798/
Top most between users:
@znmeb
@pfanderson
@bi_dashboards
@tek_news
@kdnuggets
@iatv
@exensio
@nonikatz
@datamarket
@dabuki
Graph Metric: Value
Graph Type: Directed
Vertices: 300
Unique Edges: 246
Edges With Duplicates: 106
Total Edges: 352
Self-Loops: 0
Connected Components: 152
Single-Vertex Connected Components: 138
Maximum Vertices in a Connected Component: 130
Maximum Edges in a Connected Component: 315
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 4.65395
Graph Density: 0.003311037
NodeXL Version: 1.0.1.166
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.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned #emtech when queried on September 20, 2010 scaled by numbers of followers.
The MIT Technology Review EmTech Conference was held September 21-23, 2010 in Cambridge, Mass.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned NodeXL when queried on October 7th, 2010 scaled by numbers of followers. Top between users are listed in a spreadsheet image that can be found here: www.flickr.com/photos/marc_smith/5063170770.
Thanks to @andredebeer, @brandsh, @kiwanja, @cynicalgrinch, @amabacha, @matthewdawes, @mwebafrica, and @andyhadfield for spreading the word about NodeXL!
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6232401928
Connections among the Twitter users who recently tweeted the word Deloitte when queried on October 10, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.deloitte.com/
Layout using the "Group Layout" composed of tiled bounded regions. 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/6232401928/sizes/l/in/ph...
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:
@deloitte
@bernardmarr
@davidgrahamsa
@fast50benelux
@thomsonreuters
@roosvanvugt
@improvedigital
@deloittehealth
@lifeatdeloitte
@deloitteus
Graph Metric: Value
Graph Type: Directed
Vertices: 893
Unique Edges: 2521
Edges With Duplicates: 1277
Total Edges: 3798
Self-Loops: 1078
Connected Components: 338
Single-Vertex Connected Components: 318
Maximum Vertices in a Connected Component: 528
Maximum Edges in a Connected Component: 3254
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 3.536925
Graph Density: 0.002941413
NodeXL Version: 1.0.1.179
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.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6526614233/sizes/l/in/ph...
These are the connections among the Twitter users who recently tweeted the word merkel OR sarkozy when queried on December 14, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 12/14/2011 13:52 and ends on 12/14/2011 14:42 UTC.
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/6526614233/sizes/l/in/ph...
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:
@lemondefr
@newswatch4all
@pabjojot
@regsprecher
@eluniversal
@mastrobradipo
@lena5867
@economistmeg
@clarincom
@zdfonline
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 2404
Edges With Duplicates: 490
Total Edges: 2894
Self-Loops: 968
Connected Components: 394
Single-Vertex Connected Components: 373
Maximum Vertices in a Connected Component: 556
Maximum Edges in a Connected Component: 2215
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 4.672372
Graph Density: 0.001771772
Modularity: 0.550865
NodeXL Version: 1.0.1.196
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.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6221247656/
Connections among the Twitter users who recently tweeted the word #fote11 when queried on October 7, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: fote-conference.com/wordpress/
Layout using the "Group Layout" composed of tiled bounded regions. 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/6221247656/sizes/l/in/ph...
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:
@fotie
@jamesclay
@timbuckteeth
@hopkinsdavid
@dajbelshaw
@eingang
@fredgarnett
@pressfuturist
@grahambm
@eyebeams
Graph Metric: Value
Graph Type: Directed
Vertices: 251
Unique Edges: 2904
Edges With Duplicates: 1908
Total Edges: 4812
Self-Loops: 730
Connected Components: 7
Single-Vertex Connected Components: 6
Maximum Vertices in a Connected Component: 245
Maximum Edges in a Connected Component: 4803
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.246839
Graph Density: 0.052988048
NodeXL Version: 1.0.1.179
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word #f8 when queried on September 20, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.facebook.com/f8
Layout using the "Group Layout" composed of tiled bounded regions. 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/6172590174/sizes/l/in/ph...
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:
@washingtonpost
@socialmedia411
@allnick
@billboard
@ceomarkzuck
@bill_gross
@likeablemedia
@badgeville
@vitrue
@staceyharmon
Graph Metric: Value
Graph Type: Directed
Vertices: 966
Unique Edges: 944
Edges With Duplicates: 3755
Total Edges: 4699
Self-Loops: 1456
Connected Components: 253
Single-Vertex Connected Components: 228
Maximum Vertices in a Connected Component: 687
Maximum Edges in a Connected Component: 4081
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 4.1279
Graph Density: 0.001972774
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word ubicomp when queried on September 18, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.ubicomp.org/ubicomp2011/paper.html
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: www.flickr.com/photos/marc_smith/6159232714/sizes/o/in/ph...
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:
@rkmt
@ubicomp2011
@landay
@nkawa
@hxt00
@msraurjp
@marc_smith
@mikekuniavsky
@hsmcramer
@adriancheok
Graph Metric: Value
Graph Type: Directed
Vertices: 84
Unique Edges: 425
Edges With Duplicates: 161
Total Edges: 586
Self-Loops: 60
Connected Components: 11
Single-Vertex Connected Components: 9
Maximum Vertices in a Connected Component: 73
Maximum Edges in a Connected Component: 573
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.396106
Graph Density: 0.063539874
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.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6208860159
Connections among the Twitter users who recently tweeted the word Orange _conseil OR Orange_Helpers when queried on September 30, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.orange.com/
Layout using the "Group Layout" composed of tiled bounded regions. 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/6208860159/sizes/l/in/ph...
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:
Graph Metric: Value
Graph Type: Directed
Vertices: 372
Unique Edges: 474
Edges With Duplicates: 3308
Total Edges: 3782
Self-Loops: 73
Connected Components: 2
Single-Vertex Connected Components: 1
Maximum Vertices in a Connected Component: 371
Maximum Edges in a Connected Component: 3781
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.356011
Graph Density: 0.008361592
NodeXL Version: 1.0.1.179
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.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word USAToday when queried on August 11, 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.
A larger version of the image is here: www.flickr.com/photos/marc_smith/6033123865/sizes/o/
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@usatoday
@todayinthesky
@usatyourlife
@barbdelollis
@usatodaymoney
@borowitzreport
@mok_oh
@aviationblogs
@usatodaytech
@only398
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1629
Edges With Duplicates: 891
Total Edges: 2520
Self-Loops: 984
Connected Components: 384
Single-Vertex Connected Components: 366
Maximum Vertices in a Connected Component: 586
Maximum Edges in a Connected Component: 1870
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 3.627767
Graph Density: 0.001301301
NodeXL Version: 1.0.1.174
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.
From: www.connectedaction.net
Top Twitter users who recently mentioned #analytics when queried on March 15, 2011, sorted by betweenness centrality.
NodeXL is available from www.codeplex.com/nodexl
Top between:
@comscore, @cagedether, @analyticstogo, @webseoanalytics, @rwang0, @compete, @thesocialmined, @codeorama, @_info, @sasanalytics
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned oracle when queried on December 10, 2010 scaled by numbers of followers.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
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
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.