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From: www.connectedaction.net

 

Connections among the Twitter users who recently tweeted the hashtag #mix11 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/5613896815/sizes/o/

 

Top most between users: @scottgu, @mixevent, @ie, @shanselman, @maryjofoley, @windows, @windowsazure, @migueldeicaza, @everythingms, @pashimo

 

A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5613894815/

 

Graph Metric: Value

Graph Type: Directed

Vertices: 898

Unique Edges: 9497

Edges With Duplicates: 482

Total Edges: 9979

Self-Loops: 0

Connected Components: 52

Single-Vertex Connected Components: 48

Maximum Vertices in a Connected Component: 844

Maximum Edges in a Connected Component: 9974

Maximum Geodesic Distance (Diameter): 6

Average Geodesic Distance: 2.524598

Graph Density: 0.012073157

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

 

Top Twitter users who recently mentioned scrm when queried on July 20, 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.

From: www.connectedaction.net

Link: www.flickr.com/photos/marc_smith/6208023177/

 

Connections among the Twitter users who recently tweeted the word wikisym when queried on October 3, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.

 

See: www.wikisym.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/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 the Twitter users who recently tweeted the word NY9 when queried on September 13, 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/6147273131/sizes/o/in/ph...

 

A detailed list of the top most between contributors is here: www.flickr.com/photos/marc_smith/6147273199

 

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:

@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.

 

From: www.connectedaction.net

 

Connections among the Twitter users who recently mentioned msrtf11 OR techfest when queried on March 13, 2011, scaled by numbers of followers. Layout using the *new* Group Layout that places each cluster in its own treemaped region. Contrast this with a standard layout that places all nodes in the same full canvas frame: www.flickr.com/photos/marc_smith/5535814443.

 

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 #CAT10 when queried on July 24, 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.

From: www.connectedaction.net

 

Connections among the Twitter users who recently mentioned stateoftheunion when queried on January 21, 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

Link: www.flickr.com/photos/marc_smith/6203139481/

 

Connections among the Twitter users who recently tweeted the word dell AND xps 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.dell.com/content/topics/segtopic.aspx/xps-laptops?c=u...

 

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/6203139481/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:

@engadget

@etransactions

@delloutlet

@cnetnews

@techtweets2011

@laptopmag

@appletize

@vandersyde

@ualbanytechhelp

@nvidiaoptimus

 

Graph Metric: Value

Graph Type: Directed

Vertices: 1000

Unique Edges: 1483

Edges With Duplicates: 571

Total Edges: 2054

Self-Loops: 1233

Connected Components: 577

Single-Vertex Connected Components: 543

Maximum Vertices in a Connected Component: 355

Maximum Edges in a Connected Component1: 169

Maximum Geodesic Distance (Diameter): 14

Average Geodesic Distance: 4.413121

Graph Density: 0.000747748

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.

Microsoft on Wednesday announced new data services running on its Azure cloud in what it has positioned as a bid to bring big data to the mainstream.

Those services include the HDInsight Apache Hadoop-based service; Storm on HDInsight, which lets users use Hadoop and Storm to create distributed,...

 

www.everythingliveon.com/azure-machine-learning-aims-to-c...

Develop new insights as you view your data in the context of location and time; then share your discoveries across your enterprise or around the world. Visual Fusion mashups let you visualize multiple data sources, use thematic styling to communicate meaning, and track changes over time with the combination of map and timeline views, all within a Web portal.

 

Check out our homepage to learn more about Visual Fusion.

From: www.connectedaction.net

Link: www.flickr.com/photos/marc_smith/6215725809

 

Connections among the Twitter users who recently tweeted the word oracle when queried on October 5, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.

 

See: www.oracle.com/openworld/live/on-demand/index.html

 

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/6215725809/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:

@benioff

@oracleopenworld

@salesforce

@arstechnica

@sai

@oracledatabase

@sapjobswithace

@kirbylunger

@capgemini

@reuters_biz

 

Graph Metric: Value

Graph Type: Directed

Vertices: 1000

Unique Edges: 2747

Edges With Duplicates: 827

Total Edges: 3574

Self-Loops: 1102

Connected Components: 425

Single-Vertex Connected Components: 396

Maximum Vertices in a Connected Component: 541

Maximum Edges in a Connected Component: 2923

Maximum Geodesic Distance (Diameter): 10

Average Geodesic Distance: 3.475208

Graph Density: 0.00226026

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 kinect AND SDK

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:

@msftnews

@dr_dobbs

@abridgwater

@dinowilliam

@melcarson

@everythingms

@sandraleduc

@fosswiki

@akipman

@larsros

 

Graph Metric: Value

Graph Type: Directed

Vertices: 69

Unique Edges: 52

Edges With Duplicates: 32

Total Edges: 84

Self-Loops: 0

Connected Components: 32

Single-Vertex Connected Components: 28

Maximum Vertices in a Connected Component: 30

Maximum Edges in a Connected Component: 68

Maximum Geodesic Distance (Diameter): 4

Average Geodesic Distance: 2.218916

Graph Density: 0.014492754

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.

 

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 the Twitter users who recently mentioned HAROCall 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 obesity

when queried on April 29, 2011, sorted by betweenness centrality. See: en.wikipedia.org/wiki/Centrality

 

A visualization of this network data is here: www.flickr.com/photos/marc_smith/5671232276/sizes/o/

 

Top most between users:

@idillionaire

@nhl

@zacmar91

@healthhabits

@sunnyskystar

@bmi_bandit

@healthyfellow

@marybrennan29

@nb3foundation

@prevent_obesity

 

Graph Metric: Value

Graph Type: Directed

Vertices: 1000

Unique Edges: 1331

Edges With Duplicates: 376

Total Edges: 1707

Self-Loops: 0

Connected Components: 369

Single-Vertex Connected Components: 357

Maximum Vertices in a Connected Component: 617

Maximum Edges in a Connected Component: 1674

Maximum Geodesic Distance (Diameter): 11

Average Geodesic Distance: 5.021502

Graph Density: 0.001516517

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 top most between Twitter users who recently mentioned sxsw when queried on March 12, 2011 sorted by betweenness centrality.

 

Top most between:

@mashable, @sxsw, @scobleizer, @zeldman, @davemcclure, @thr, @gowalla, @frogdesign, @msuster, @elysa

 

Overview map is available here: www.flickr.com/photos/marc_smith/5521097041.

 

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

 

Twitter users who mentioned NodeXL or @marc_smith on June 6, 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

 

Connections among the Twitter users who recently mentioned infovis when queried on February 12, 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 mentioned quantifiedself when queried on January 20, 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 mentioned #SAS when queried on March 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.

 

From: www.connectedaction.net

 

Twitter users scaled by numbers of followers who mentioned #cfp10 OR #cfp2010 OR #cfpconf on June 16, 2010 and replied to one another.

 

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 tmsp when queried on February 14, 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 mentioned "Themepark" 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

 

List of the top Twitter users who recently mentioned mayoclinic when queried on July 29, 2010 ranked by betweenness centrality (the "bridge" score).

 

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 citizengulf when queried on August 22, 2010 ranked 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

 

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.

 

From: www.connectedaction.net

 

Connections among the Twitter users who recently tweeted the word ASA2011 when queried on August 2, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.

 

The American Sociological Association annual meetings are August 20-23, 2011 in Las Vegas, NV. See: asanet.org/AM2011/index.cfm

 

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/6001893913/sizes/o/

 

Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality

 

Top most between users:

@asanews

@socwomen

@alondra

@socemotions

@c_j_pascoe

@barrywellman

@wwnsoc

@emannphd

@profragsdale

@fleurrebelle234

 

Graph Metric: Value

Graph Type: Directed

Vertices: 32

Unique Edges: 24

Edges With Duplicates: 436

Total Edges: 460

Self-Loops: 67

Connected Components: 3

Single-Vertex Connected Components: 1

Maximum Vertices in a Connected Component: 28

Maximum Edges in a Connected Component: 439

Maximum Geodesic Distance (Diameter): 4

Average Geodesic Distance: 1.770781

Graph Density: 0.147177419

NodeXL Version: 1.0.1.173

 

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

 

Twitter users who mentioned OCU2010 (or OCU10 or OCU) on June 10, 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

 

Connections among some Twitter users who recently mentioned mediaxstanford when queried on July 21, 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 ASA2011 when queried on August 15, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.

 

See: asanet.org/AM2011/index.cfm

 

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/6047055372/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:

@asanews

@sociologylens

@emerald_soc

@jessienyc

@sagesociology

@emannphd

@asastudentforum

@palgravesoc

@naomi_jacobs

@educatedpalates

 

Graph Metric: Value

Graph Type: Directed

Vertices: 114

Unique Edges: 793

Edges With Duplicates: 354

Total Edges: 1147

Self-Loops: 108

Connected Components: 6

Single-Vertex Connected Components: 4

Maximum Vertices in a Connected Component: 108

Maximum Edges in a Connected Component: 1137

Maximum Geodesic Distance (Diameter): 6

Average Geodesic Distance: 2.1878

Graph Density: 0.067225586

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

 

Connections among the Twitter users who recently tweeted the word Heathrow

when queried on April 28, 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.

 

en.wikipedia.org/wiki/Heathrow

 

A larger version of the network map is here: www.flickr.com/photos/marc_smith/5667175022/sizes/o/

 

A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5667174656/

 

Top most between users:

@guardiannews

@ukuncut

@heathrowairport

@british_airways

@londontonight

@johnmcdonnellmp

@policestateuk

@transheathrow

@3am

@ameliagregory

 

Graph Metric: Value

Graph Type: Directed

Vertices: 1000

Unique Edges: 3562

Edges With Duplicates: 545

Total Edges: 4107

Self-Loops: 0

Connected Components: 425

Single-Vertex Connected Components: 377

Maximum Vertices in a Connected Component: 510

Maximum Edges in a Connected Component: 3954

Maximum Geodesic Distance (Diameter): 8

Average Geodesic Distance: 3.154889

Graph Density: 0.00382983

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 augmentedreality when queried on March 15, 2011.

 

Detailed list of top between users: www.flickr.com/photos/marc_smith/5529685028

 

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 HealthTap when queried on September 28, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.

 

See: healthtap.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/6198785341/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:

@lifehacker

@healthtap

@drpam4women

@androidandme

@drpam

@amazonwireless

@jonmrich

@etseng

@mobilehealth

@doctor_v

 

Graph Metric: Value

Graph Type: Directed

Vertices: 638

Unique Edges: 3630

Edges With Duplicates: 1337

Total Edges: 4967

Self-Loops: 865

Connected Components: 183

Single-Vertex Connected Components: 167

Maximum Vertices in a Connected Component: 426

Maximum Edges in a Connected Component: 4677

Maximum Geodesic Distance (Diameter): 11

Average Geodesic Distance: 3.098025

Graph Density: 0.008715423

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 Twitter users who recently mentioned #CAT10 when queried on July 26, 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.

From: www.connectedaction.net

 

Top Twitter users who recently tweeted the word kevin kelly OR kevin2kelly OR technium when queried on May 27, 2011, sorted by betweenness centrality.

 

A visualization of the network is here: www.flickr.com/photos/marc_smith/5768489596/sizes/o/

 

Top most between users:

@veen

@stop

@brainpicker

@gruber

@andybudd

@typekit

@gwenbell

@ffejmi

@juandoming

@thesocializers

 

Graph Metric: Value

Graph Type: Directed

Vertices: 310

Unique Edges: 598

Edges With Duplicates: 212

Total Edges: 810

Self-Loops: 0

Connected Components: 73

Single-Vertex Connected Components: 66

Maximum Vertices in a Connected Component: 230

Maximum Edges in a Connected Component: 794

Maximum Geodesic Distance (Diameter): 10

Average Geodesic Distance: 3.320954

Graph Density: 0.007328531

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 #Comtech 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 mentioned deloitte when queried on March 11, 2011 scaled by numbers of followers.

 

Top most between:

@deloitte, @deloittecanada, @grey_area, @aloria, @davidgrahamsa, @roosvanvugt,

@mariellecoomans, @rexster, @deloittesa, @businessobjects

  

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 sxsw when queried on March 14, 2011 during a ten minute period, scaled by numbers of followers.

 

NodeXL is available from www.codeplex.com/nodexl

 

Top between:

@sxsw, @theguild, @gowalla, @hitrecordjoe, @wordpress, @anamariecox, @austinist, @kim, @markwschaefer, @darkstitch

 

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 between Twitter users who mentioned "bliss spa" OR "canyon ranch" OR "mandara spa" OR "willow stream" OR "champneys" on May 9, 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

 

Twitter users scaled by numbers of followers who mentioned #cfp10 OR #cfp2010 OR #cfpconf on June 15, 2010.

 

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.

VFX for Microsoft Surface: Icons extrude to represent quantitative data. Here, office populations are indicated by the height of the icon. To learn more about VFX for Microsoft Surface check out this IDV UX blog post.

 

Explore our homepage to learn more about Visual Fusion.

From: www.connectedaction.net

 

Connections among some Twitter users who recently mentioned maternal mortality 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

 

Connections among the Twitter users who recently mentioned #www2011 when queried on March 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.

 

The ACM WWW2011 Conference was held in Hyderabad, India on 28 March - 1 April, 2011. See: www.www2011india.com/

 

Top most between users:

@timberners_lee, @phelo, @w3cbrasil, @lintool, @www2011india, @smolix, @rtroncy, @xamat, @aneesha, @mstrohm

 

The dataset used to create this map is available from: www.connectedaction.net/wp-content/uploads/2011/03/201103...

 

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 Type Directed

Vertices 182

Unique Edges 591

Edges With Duplicates 158

Total Edges 749

Self-Loops 0

Connected Components 27

Single-Vertex Connected Components 25

Maximum Vertices in a Connected Component 155

Maximum Edges in a Connected Component 747

Maximum Geodesic Distance (Diameter) 8

Average Geodesic Distance 2.858296

Graph Density 0.020217352

 

From: www.connectedaction.net

 

Top Twitter users who recently tweeted the words "data journalism"

when queried on May 1, 2011, sorted by betweenness centrality (see: en.wikipedia.org/wiki/Centrality).

 

A visualization of the network data is here: www.flickr.com/photos/marc_smith/5682219935/sizes/o/in/ph...

 

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

 

List of the most between Twitter users who recently mentioned scoble when queried on December 10, 2010.

 

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 #CAT10 when queried on July 29, 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.

From: www.connectedaction.net

Link: www.flickr.com/photos/marc_smith/6209064926

 

Connections among the Twitter users who recently tweeted the word win2011 when queried on October 3, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.

 

See: winworkshop.net/

 

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/6209064926/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:

@sinanaral

@winworkshop

@barrywellman

@ladamic

@seanjtaylor

@drewconway

@chrisdiehl

@dylanwalker

@marc_smith

@ariegoldshlager

 

Graph Metric: Value

Graph Type: Directed

Vertices: 38

Unique Edges: 227

Edges With Duplicates: 193

Total Edges: 420

Self-Loops: 68

Connected Components: 1

Single-Vertex Connected Components: 0

Maximum Vertices in a Connected Component: 38

Maximum Edges in a Connected Component: 420

Maximum Geodesic Distance (Diameter): 3

Average Geodesic Distance: 1.836565

Graph Density: 0.194167852

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 Aspeninstitute OR FOCAS11 when queried on August 2, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.

 

See: www.aspeninstitute.org/policy-work/communications-society...

 

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/6001893675/sizes/o/

 

Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality

 

Top most between users:

@aspeninstitute

@lancearmstrong

@emptywheel

@knightfdn

@pkedrosky

@bostonreview

@josefjohann

@kgosztola

@utknightcenter

@sowers

 

Graph Metric: Value

Graph Type: Directed

Vertices: 324

Unique Edges: 649

Edges With Duplicates: 743

Total Edges: 1392

Self-Loops: 339

Connected Components: 81

Single-Vertex Connected Components: 76

Maximum Vertices in a Connected Component: 240

Maximum Edges in a Connected Component: 1284

Maximum Geodesic Distance (Diameter): 7

Average Geodesic Distance: 2.67739

Graph Density: 0.007023277

NodeXL Version: 1.0.1.173

 

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

 

List of the most between Twitter users who recently mentioned quantifiedself when queried on January 20, 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.

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