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From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6232030871
Connections among the Twitter users who recently tweeted the word OccupyWallStreet 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: occupywallst.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/6232030871/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:
@ajenglish
@anonymousirc
@cnbc
@rawstory
@ryannewyork
@mediabistro
@blogdiva
@brentnhunter
@krenner2
@rebuilddream
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 3014
Edges With Duplicates: 720
Total Edges: 3734
Self-Loops: 994
Connected Components: 318
Single-Vertex Connected Components: 300
Maximum Vertices in a Connected Component: 664
Maximum Edges in a Connected Component: 3326
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 3.508133
Graph Density: 0.002524525
NodeXL Version1.0.1.179
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/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
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 some Twitter users who recently mentioned nissanleaf when queried on July 16, 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
Top Twitter users who recently tweeted the hashtag #bones when queried on April 11, 2011, sorted by betweenness centrality.
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5611987853/sizes/o/
Top most between users:
@forensicmama, @bringbackzack, @spoilertv, @canalfox_br, @wellsbones, @gibbsrules, @evilharthanson, @maramara94, @brennanbooth, @katetamse77
Graph Metric: Value
Graph Type: Directed
Vertices: 944
Unique Edges: 2701
Edges With Duplicates: 305
Total Edges: 3006
Self-Loops: 0
Connected Components: 598
Single-Vertex Connected Components: 550
Maximum Vertices in a Connected Component: 271
Maximum Edges in a Connected Component: 2827
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 2.902349
Graph Density: 0.003190323
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
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.
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.
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/6203313170
Top most between Twitter users who recently tweeted the word Strata when queried on September 20, 2011, sorted by betweenness centrality.
See: strataconf.com/summit2011
A larger version of the image is here: www.flickr.com/photos/marc_smith/6203313170/sizes/l/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@timoreilly
@strataconf
@doctorow
@acroll
@ticbeat
@datacenter
@hnshah
@oreillymedia
@markmadsen
@unglobalpulse
Graph Metric: Value
Graph Type: Directed
Vertices: 1118
Unique Edges: 5813
Edges With Duplicates: 6522
Total Edges: 12335
Self-Loops: 1010
Connected Components: 9
Single-Vertex Connected Components: 8
Maximum Vertices in a Connected Component: 1110
Maximum Edges in a Connected Component: 12327
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.575622
Graph Density: 0.00647018
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
Top most between Twitter users who recently tweeted the word NY9 when queried on September 13, 2011, sorted by betweenness centrality.
Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
A visualization of the network is here: www.flickr.com/photos/marc_smith/6147273131/sizes/o/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@bobturner9th
@daveweigel
@tpm
@dndailypolitics
@salon
@azipaybarah
@yossigestetner
@bkpolitics
@capitaltonight
@rickklein
Graph Metric: Value
Graph Type: Directed
Vertices: 650
Unique Edges: 6973
Edges With Duplicates: 1684
Total Edges: 8657
Self-Loops: 690
Connected Components: 12
Single-Vertex Connected Components: 11
Maximum Vertices in a Connected Component: 639
Maximum Edges in a Connected Component: 8646
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.714977
Graph Density: 0.017321323
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.
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 "www2010" on April 28, 2010 scaled by number of followers. Edges based on number of ties (follows, replies, mentions).
X = Followers, Y = Tweets
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.
MetricValue
Graph TypeDirected
Vertices455
Unique Edges2,901
Edges With Duplicates0
Total Edges2,901
Self-Loops0
Connected Components42
Single-Vertex Connected Components38
Maximum Vertices in a Connected Component410
Maximum Edges in a Connected Component2,892
Maximum Geodesic Distance (Diameter)7
Average Geodesic Distance2.95
Graph Density0.01
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
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.
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.
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.
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.
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/
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.
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.