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From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6208023177/
Top most between Twitter users who recently tweeted the word wikisym when queried on October 3, 2011, sorted by betweennness centrality
See: www.wikisym.org/
A visualization of the network is here: www.flickr.com/photos/marc_smith/6208023177/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:
@wikisym
@jfelipe
@andicat
@geoplace
@staeiou
@dirkriehle
@wikimedia
@edchi
@bkeegan
@hfordsa
Graph Metric: Value
Graph Type: Directed
Vertices: 78
Unique Edges: 459
Edges With Duplicates: 354
Total Edges: 813
Self-Loops: 132
Connected Components: 10
Single-Vertex Connected Components: 8
Maximum Vertices in a Connected Component: 68
Maximum Edges in a Connected Component: 800
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.207506
Graph Density: 0.086913087
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 Twitter users who mentioned ICWSM on May 22, 2010 scaled by number of followers, edge weights vary by multiplexity, color maps to betweenness.
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
Top Twitter users who recently mentioned maternal mortality when queried on July 13, 2010 sorted by betweenness centrality.
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
List of top most between Twitter users who recently mentioned sxsw when queried on March 13, 2011 sorted by betweenness centrality.
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/6234653454/
Connections among the Twitter users who recently tweeted the word #JW11 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.jivesoftware.com/jiveworld
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/6234653454/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: 345
Unique Edges: 3606
Edges With Duplicates: 2072
Total Edges: 5678
Self-Loops: 632
Connected Components: 11
Single-Vertex Connected Components: 9
Maximum Vertices in a Connected Component: 334
Maximum Edges in a Connected Component: 5659
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.353001
Graph Density: 0.034184361
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6237713937/
Connections among the Twitter users who recently tweeted the word #IR12 when queried on October 11, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
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/6237713937/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:
@nancybaym
@michaelzimmer
@ir12kiss
@jeanburgess
@mikemonello
@paulmbaker
@miac
@barrywellman
@terrisenft
@s_t_e_v_e_jones
Graph Metric: Value
Graph Type: Directed
Vertices: 242
Unique Edges: 3174
Edges With Duplicates: 1885
Total Edges: 5059
Self-Loops: 796
Connected Components: 2
Single-Vertex Connected Components: 1
Maximum Vertices in a Connected Component: 241
Maximum Edges in a Connected Component: 5058
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.258015
Graph Density: 0.060680361
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 words functional programming
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/5682272869/sizes/o/
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5682840400/
Top most between users:
@donsbot
@pozorvlak
@znmeb
@travisbhartwell
@rickasaurus
@darachennis
@pigworker
@etorreborre
@channingwalton
@tom_harper
Graph Metric: Value
Graph Type: Directed
Vertices: 58
Unique Edges: 48
Edges With Duplicates: 39
Total Edges: 87
Self-Loops: 0
Connected Components: 28
Single-Vertex Connected Components: 23
Maximum Vertices in a Connected Component: 25
Maximum Edges in a Connected Component: 67
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.046083
Graph Density: 0.020266183
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Twitter users who mentioned "Poken" on May 7, 2010 scaled by number 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
These are the top most between 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.
A visualization of the network 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
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
Link: www.flickr.com/photos/marc_smith/6233561108
Connections among the Twitter users who recently tweeted the word AOIR OR #IR12 when queried on October 11, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
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: 231
Unique Edges: 1984
Edges With Duplicates: 2118
Total Edges: 4102
Self-Loops: 586
Connected Components: 46
Single-Vertex Connected Components: 40
Maximum Vertices in a Connected Component: 181
Maximum Edges in a Connected Component: 4012
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.213887
Graph Density: 0.046320346
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 gannett when queried on August 11, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: en.wikipedia.org/wiki/Gannett_Company
And: www.gannett.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/6039180208/sizes/m/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@gannett
@poynter
@romenesko
@socialmediaclub
@marisacorser
@jodiontheweb
@yourmilitary
@spousecentrals
@govloop
@anonymous1mill
Graph Metric: Value
Graph Type: Directed
Vertices: 452
Unique Edges: 1372
Edges With Duplicates: 430
Total Edges: 1802
Self-Loops: 489
Connected Components: 165
Single-Vertex Connected Components: 156
Maximum Vertices in a Connected Component: 278
Maximum Edges in a Connected Component: 1535
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 3.545185
Graph Density: 0.00580323
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.
This screenshot depicts one year of hurricane data (taken from HurricaneWatch, an interactive data visualization demo application of Visual Fusion). With so much happening on the map, it can be difficult to understand what is going on. With Visual Fusion, you can easily drill down through the data by either data filtering, or by drilling into the timeline component.
To learn more about Visual Fusion 4.5's timeline capabilities, check out this IDV UX blog post, or watch this one minute video.
Explore our homepage to learn more about Visual Fusion.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Top Twitter users who recently tweeted the word Barajas -dodger -rod -dodgers -#dodger
when queried on April 29, 2011, sorted by betweenness centrality.
en.wikipedia.org/wiki/Barajas_Airport
Not to be confused with en.wikipedia.org/wiki/Rod_Barajas
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5670123447/sizes/o/
Top most between users:
@iescolar
@oscardleon
@abucheopublico
@aenainformacion
@publico_es
@la_ser
@dormadridista
@julia_otero
@policia
@soyjousi
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1457
Edges With Duplicates: 381
Total Edges: 1838
Self-Loops: 0
Connected Components: 455
Single-Vertex Connected Components: 414
Maximum Vertices in a Connected Component: 456
Maximum Edges in a Connected Component: 1592
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 3.888858
Graph Density: 0.001632633
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.
Passionately explaining results from query via social media monitoring / listening platform tool set. The chart depicts large data sets from the Internet, which can be gathered, filtered and analyzed by experienced practitioners like me to gain maximum insight for knowledge-driven decisions that lead to increased ROI.
Love this stuff!
From: www.connectedaction.net
List of the most between Twitter users who recently mentioned stateoftheunion when queried on January 21, 2011.
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 hashtag tedxams when queried on April 12, 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:
Top most between users:
@imnothomegoaway, @girlgofollowhim, @nicolesava, @_john_henson_, @you_a_dumbbxtch, @w00ky, @trizzyfolarin, @shannon_maria89, @itsjaznigga, @aceaveli
A detailed list of top most between users is here:
Graph Type: Directed
Vertices: 17
Unique Edges: 22
Edges With Duplicates: 19
Total Edges: 41
Self-Loops: 0
Connected Components: 2
Single-Vertex Connected Components: 1
Maximum Vertices in a Connected Component: 16
Maximum Edges in a Connected Component: 41
Maximum Geodesic Distance (Diameter): 3
Average Geodesic Distance: 1.835938
Graph Density: 0.110294118
NodeXL Version: 1.0.1.165
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
Twitter users who mentioned "www2010" on April 28, 2010 scaled by number 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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
AspireAnalyticSolutions offer data analysis course at a cheap rate. This course will introduce you to the world of data analysis. You'll learn how to go through the entire data analysis process. To know more at: www.aspireanalyticsolutions.com/
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. Thursday, December 1, 2022. (Photo by Aileen Devlin | Jefferson Lab)
From: www.connectedaction.net
Connections among some Twitter users who recently mentioned facsumm when queried on July 13, 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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6526614233/sizes/l/in/ph...
These are the most between 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.
A visualization of the network 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
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
Connections among the Twitter users who recently tweeted the word klm
when queried on April 29, 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/5670751546/sizes/o/
A detailed list of top most between users is here:
Top most between users:
@klm
@runwaygirl
@opticaldensity
@royasmusic
@klmmalaysia
@klm_jp
@polledemaagt
@slijterijmeisje
@houseinbandung
@deltaassist
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1231
Edges With Duplicates: 619
Total Edges: 1850
Self-Loops: 0
Connected Components: 429
Single-Vertex Connected Components: 371
Maximum Vertices in a Connected Component: 460
Maximum Edges in a Connected Component: 1503
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 3.563885
Graph Density: 0.001502503
NodeXL Version1.0.1.166
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned #iar when queried on March 23, 2011, scaled by numbers of followers. Layout using the "Group Layout" composed of tiled bounded regions.
Top most between users:
@kewuh, @capaction, @drdigipol, @shannonrenee, @mikenelson, @craignewmark, @cybil_d, @jaycarmona, @kdeutsch, @majda72, @yussipick
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the hashtag #AERA 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 American Educational Research Association held its annual meeting in New Orleans, Louisiana on April 8-12, 2011. See: aera.net/2011AnnualMeeting.htm
Top most between users:
@rocxana, @urbaneducation, @mcdanger, @acharityhudley, @caboni, @mitpress, @alexanderrusso, @aeieducation, @harpademic, @coweninstitute
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
Twitter users who mentioned #e2 or #e2conf on June 13, 2010 scaled by number 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
Top most between Twitter users who follow or are followed by Orange when queried on September 30, 2011, sorted by betweenness centrality.
See: www.orange.com/
A visualization of the network is here: www.flickr.com/photos/marc_smith/6209515710/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: 1587
Unique Edges: 18724
Edges With Duplicates: 26647
Total Edges: 45371
Self-Loops: 0
Connected Components: 229
Single-Vertex Connected Components: 227
Maximum Vertices in a Connected Component: 1358
Maximum Edges in a Connected Component: 45367
Maximum Geodesic Distance (Diameter): 7
Average Geodesic Distance: 2.625415
Graph Density: 0.012709666
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
Top Twitter users who recently tweeted the word genome OR genomic
when queried on April 30, 2011, sorted by betweenness centrality (see: en.wikipedia.org/wiki/Centrality).
A visualization of the network map is here: www.flickr.com/photos/marc_smith/5674283036/sizes/o/in/ph...
Top most between users:
@bioworld
@magicsaucemedia
@phylogenomics
@dgmacarthur
@qiagenscience
@edyong209
@rlanzara
@sciencegoddess
@aetiology
@chi_healthtech
Graph Metric: Value
Graph Type: Directed
Vertices: 1037
Unique Edges: 3052
Edges With Duplicates: 347
Total Edges: 3399
Self-Loops: 0
Connected Components: 506
Single-Vertex Connected Components: 454
Maximum Vertices in a Connected Component: 424
Maximum Edges in a Connected Component: 3098
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 3.480053
Graph Density: 0.002992557
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Top Twitter users who recently mentioned socialc20 when queried on April 6, 2011, sorted by betweeness centrality. Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
Top most between users:
@40deuce, @unmarketing, @community20, @jimstorer, @cflanagan, @rhappe, @virtualmr, @cdangson, @mspellerberg, @bpluskowski
The large scale version of the network map is here: www.flickr.com/photos/marc_smith/5597969281/sizes/o/
Graph Metric: Value
Graph Type: Directed
Vertices: 354
Unique Edges: 2810
Edges With Duplicates: 491
Total Edges: 3301
Self-Loops: 0
Connected Components: 4
Single-Vertex Connected Components: 3
Maximum Vertices in a Connected Component: 351
Maximum Edges in a Connected Component: 3301
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.480808
Graph Density: 0.02437541
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 (http://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
Connections among the Twitter users who recently tweeted the word gatwick
when queried on April 28, 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: www.flickr.com/photos/marc_smith/5666604107/sizes/o/
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5666604217
Top most between users:
@theopaphitis
@gatwick_airport
@virginatlantic
@cab4one
@paparazzipigs
@minibus_hire_uk
@bbctravelalert
@airportdirecteu
@ukairports
@njsexecutive
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1113
Edges With Duplicates: 311
Total Edges: 1424
Self-Loops: 0
Connected Components: 504
Single-Vertex Connected Components: 457
Maximum Vertices in a Connected Component: 425
Maximum Edges in a Connected Component: 1237
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 3.923974
Graph Density: 0.001236236
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
List of the most between Twitter users who recently mentioned TMSP when queried on February 14, 2011.
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the hashtag american idol when queried on April 12, 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: www.flickr.com/photos/marc_smith/5613894605/sizes/o/
Top most between users:
@blackatyou, @billboarddotcom, @tvguide, @ebertchicago, @marcmalkin, @idoltracker, @loganhodges, @heybritney, @dangergirl101, @tvchathotline
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1378
Edges With Duplicates: 285
Total Edges: 1663
Self-Loops: 0
Connected Components: 493
Single-Vertex Connected Components: 450
Maximum Vertices in a Connected Component: 447
Maximum Edges in a Connected Component: 1519
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 3.686834
Graph Density: 0.001516517
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.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among some Twitter users who recently mentioned bing when queried on July 13, 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/6526953201/sizes/l/in/ph...
These are the top most between Twitter users who recently tweeted the word socialbiz 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 12/7/2011 3:01 and ends on 12/14/2011 19:00 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 visualization of this network is here: www.flickr.com/photos/marc_smith/6526953201/sizes/l/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@pammktgnut
@andyjankowski
@zoomfactor_
@britopian
@markfidelman
@uptweetz
@sandy_carter
@priyasinghsmo
@socbizstrategy
@katmandelstein
Graph Metric: Value
Graph Type: Directed
Vertices: 252
Unique Edges: 1010
Edges With Duplicates: 392
Total Edges: 1402
Self-Loops: 257
Connected Components: 11
Single-Vertex Connected Components: 10
Maximum Vertices in a Connected Component: 242
Maximum Edges in a Connected Component: 1390
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 3.281422
Graph Density: 0.016363119
Modularity: 0.414485
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.