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From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word ubicomp when queried on September 18, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.ubicomp.org/ubicomp2011/paper.html
Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
(Edges connecting users are bundled and curved with recent features added to NodeXL v.177.)
A larger version of the image is here: www.flickr.com/photos/marc_smith/6159232714/sizes/o/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Clauset-Newman-Moore algorithm is defined here: pre.aps.org/abstract/PRE/v70/i6/e066111
Top most between users:
@rkmt
@ubicomp2011
@landay
@nkawa
@hxt00
@msraurjp
@marc_smith
@mikekuniavsky
@hsmcramer
@adriancheok
Graph Metric: Value
Graph Type: Directed
Vertices: 84
Unique Edges: 425
Edges With Duplicates: 161
Total Edges: 586
Self-Loops: 60
Connected Components: 11
Single-Vertex Connected Components: 9
Maximum Vertices in a Connected Component: 73
Maximum Edges in a Connected Component: 573
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.396106
Graph Density: 0.063539874
NodeXL Version: 1.0.1.177
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
Top Twitter users who recently tweeted the word chi2011 when queried on May 8, 2011, sorted by betweenness centrality.
A visualization of the network map is here: www.flickr.com/photos/marc_smith/5701022497/sizes/o/in/ph...
Top most between users:
@chi2011
@msftresearch
@edchi
@jeffbigham
@landay
@evanmpeck
@acagamic
@clifflampe
@yardi
@eytanadar
Graph Metric: Value
Graph Type: Directed
Vertices: 421
Unique Edges: 3849
Edges With Duplicates: 324
Total Edges: 4173
Self-Loops: 0
Connected Components: 32
Single-Vertex Connected Components: 29
Maximum Vertices in a Connected Component: 384
Maximum Edges in a Connected Component: 4146
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.553249
Graph Density: 0.022587943
NodeXL Version1.0.1.167
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned cablegate when queried on December 11, 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/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 mentioned gnip 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 some Twitter users who recently mentioned #toystory3 when queried on July 6, 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 mentioned rwjf when queried on March 23, 2011, sorted by betweenness centrality.
The Robert Wood Johnson Foundation (RWJF) is a philanthropic organization devoted to public health related issues. See: rwjf.org/
Top most between users:
@rwjf, @rwjf_pubhealth, @rwjf_humancap, @rwjf_vp, @healthyamerica1, @pioneerrwjf, @rwjf_qualequal, @rwjf_coverage, @siobhanmaire, @changemakers
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 msrtf11 OR techfest when queried on March 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.
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 ymotherboard when queried on July 17, 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
Twitter users scaled by numbers of followers who mentioned #cfp10 OR #cfp2010 OR #cfpconf on June 16, 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
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
Top Twitter users who recently mentioned scon11 when queried on April 5, 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:
@crmstrategies, @sugarcrm, @pgreenbe, @lmaugustin, @ekolsky, @crmoutsiders, @jesus_hoyos, @mjayliebs, @insideview, @catyfromfocus
The large scale version of the network map is here: www.flickr.com/photos/marc_smith/5594033762/sizes/o/
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.
Graph Metric: Value
Graph Type: Directed
Vertices: 343
Unique Edges: 2867
Edges With Duplicates: 414
Total Edges: 3281
Self-Loops: 0
Connected Components: 22
Single-Vertex Connected Components: 20
Maximum Vertices in a Connected Component: 321
Maximum Edges in a Connected Component: 3280
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.454733
Graph Density: 0.026179394
NodeXL Version: 1.0.1.164
Follow Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned Sunbelt OR insna when queried on February 14, 2011 scaled by numbers of followers.
A list of the most between contributors is here.
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 top Twitter users who mentioned CRM on May 18, 2010 ranked by 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
Connections among some Twitter users who recently mentioned ymotherboard when queried on July 17, 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
Twitter users who mentioned "kodak" on April 29, 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 Twitter users who recently mentioned nissanleaf when queried on July 16, 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/6232945955/
Connections among the Twitter users who recently tweeted the word OccupyWallStreet or #OWS when queried on October 10, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
Updated map at: www.flickr.com/photos/marc_smith/6234691231
See: 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/6232945955/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:
@occupywallstnyc
@katmckinley
@salon
@occupymusic
@lucykafanov
@occupy_boston
@diggrbiii
@charlesbivona
@talkmaster
@weoccupyamerica
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 4645
Edges With Duplicates: 989
Total Edges: 5634
Self-Loops: 944
Connected Components: 264
Single-Vertex Connected Components: 253
Maximum Vertices in a Connected Component: 725
Maximum Edges in a Connected Component: 5282
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 3.265154
Graph Density: 0.004344344
NodeXL Version: 1.0.1.179
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Link: www.flickr.com/photos/marc_smith/6232086219/
Connections among the Twitter users who recently tweeted the word Novartis 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.novartis.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/6232086219/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:
@novartis
@nytimeshealth
@nytimesbusiness
@bill_george
@biotechnology
@fiercepharma
@teresaamabile
@appature
@bradatpharma
@postdocali
Graph Metric: Value
Graph Type: Directed
Vertices: 817
Unique Edges: 1900
Edges With Duplicates: 764
Total Edges: 2664
Self-Loops: 999
Connected Components: 382
Single-Vertex Connected Components: 352
Maximum Vertices in a Connected Component: 379
Maximum Edges in a Connected Component: 1972
Maximum Geodesic Distance (Diameter): 13
Average Geodesic Distance: 3.702823
Graph Density: 0.002251482
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 pdfmeetup when queried on September 13, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.meetup.com/PdF/
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/6144556601/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:
@mlsif
@smboylepolitics
@pdfteam
@nclarkjudd
@techpresident
@rich1
@pondswimmer
@mgyerman
@changefeed
@halywttest
Graph Metric: Value
Graph Type: Directed
Vertices: 24
Unique Edges: 50
Edges With Duplicates: 91
Total Edges: 141
Self-Loops: 63
Connected Components: 5
Single-Vertex Connected Components: 4
Maximum Vertices in a Connected Component: 20
Maximum Edges in a Connected Component: 137
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 1.861386
Graph Density: 0.101449275
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.
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VFX for Microsoft Surface: Users can intuitively draw an area of interest to collect intel on features falling within. 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 the Twitter users who recently tweeted the words they might be giants OR TMBG when queried on April 24, 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/5650850439/sizes/o/in/ph...
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5651417150
Top most between users:
@tmbg, @jupitusphillip, @jasonsantamaria, @josemolinatv, @j1gorman, @rurugby, @thelupineone, @hoosier114, @turnip5, @jchutchins
Graph Metric: Value
Graph Type: Directed
Vertices: 708
Unique Edges: 462
Edges With Duplicates: 752
Total Edges: 1214
Self-Loops: 1
Connected Components: 292
Single-Vertex Connected Components: 253
Maximum Vertices in a Connected Component: 360
Maximum Edges in a Connected Component: 1023
Maximum Geodesic Distance (Diameter): 7
Average Geodesic Distance: 2.530656
Graph Density: 0.001534294
NodeXL Version: 1.0.1.166
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word Forrester 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: www.forrester.com/rb/research
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/6046445369/sizes/o/in/ph...
A detailed list of top most between contributors is here: www.flickr.com/photos/marc_smith/6046995658/
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:
@forrester
@counternotions
@zdnet
@yogeshmalik
@michael_swart
@dhinchcliffe
@thomasmarzano
@bordell_berlin
@aharpaz
@eloqua
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 2451
Edges With Duplicates: 869
Total Edges: 3320
Self-Loops: 937
Connected Components: 345
Single-Vertex Connected Components: 311
Maximum Vertices in a Connected Component: 591
Maximum Edges in a Connected Component: 2651
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 3.52868
Graph Density: 0.002107107
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
List of top most between Twitter users who recently mentioned PAWCON when queried on March 14, 2011 sorted by betweenness centrality.
NodeXL is available from www.codeplex.com/nodexl
Top between:
@tapan_patel, @jamet123, @zementis, @pawcon, @ibmspss, @sasanalytics, @kristinevick, @waynettetubbs, @dataspora, @inside_r
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 interop when queried on May 9, 2011, sorted by betweenness centrality.
A visualization of the network map is here: www.flickr.com/photos/marc_smith/5704226589/sizes/o/in/ph...
Top most between users:
@cyberwar_geek
@interop_events
@mscloudjago
@vanessaalvarez1
@extremenetworks
@abnerg
@acroll
@vmware
@jamesurquhart
@hp_networking
Graph Metric: Value
Graph Type: Directed
Vertices: 734
Unique Edges: 6732
Edges With Duplicates: 544
Total Edges: 7276
Self-Loops: 1
Connected Components: 97
Single-Vertex Connected Components: 92
Maximum Vertices in a Connected Component: 629
Maximum Edges in a Connected Component: 7245
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 2.782195
Graph Density: 0.012986458
NodeXL Version: 1.0.1.167
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (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.
Marc Smith on Twitter.
From: www.connectedaction.net
Top Twitter users who recently tweeted the words cturlington OR everymomcounts
when queried on April 23, 2011, sorted by betweenness centrality.
"Every Mother Counts is an advocacy and mobilization campaign to increase education and support for maternal and child health." See: www.everymothercounts.org/
A visualization of the network map is here: www.flickr.com/photos/marc_smith/5656693502/sizes/o
Top most between users:
@cturlington, @dooce, @care, @onecampaign, @good, @alyssa_milano, @claudiagrieco, @march4midwives, @joinred, @wraglobal
Graph Metric: Value
Graph Type: Directed
Vertices: 380
Unique Edges: 1482
Edges With Duplicates: 826
Total Edges: 2308
Self-Loops: 0
Connected Components: 1
Single-Vertex Connected Components: 0
Maximum Vertices in a Connected Component: 380
Maximum Edges in a Connected Component: 2308
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.149654
Graph Density: 0.012984308
NodeXL Version: 1.0.1.166
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word Webshop2011 when queried on August 27, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.cs.umd.edu/hcil/webshop2011/index.shtml
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/6086807205/sizes/o/
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:
@jenpre
@barrywellman
@benbendc
@eszter
@katypearce
@yardi
@webshop2011
@marc_smith
@clifflampe
@pjrey
Graph Metric: Value
Graph Type: Directed
Vertices: 168
Unique Edges: 2130
Edges With Duplicates: 2039
Total Edges: 4169
Self-Loops: 628
Connected Components: 5
Single-Vertex Connected Components: 4
Maximum Vertices in a Connected Component: 164
Maximum Edges in a Connected Component: 4164
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.092714
Graph Density: 0.091281722
NodeXL Version: 1.0.1.175
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 SCRM on June 14, 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
Connections among the Twitter users who recently tweeted the word kcrw
when queried on May 2, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5683073744/sizes/o/in/ph...
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5682506845
Top most between users:
@kcrw
@laweekly
@kcrwplaylist
@evankleiman
@chuckp8
@anne_litt_kcrw
@jeremysole
@laweeklymusic
@weegee
@garthtrinidad
Graph Metric: Value
Graph Type: Directed
Vertices: 544
Unique Edges: 1998
Edges With Duplicates: 633
Total Edges: 2631
Self-Loops: 0
Connected Components: 120
Single-Vertex Connected Components: 112
Maximum Vertices in a Connected Component: 418
Maximum Edges in a Connected Component: 2618
Maximum Geodesic Distance (Diameter): 7
Average Geodesic Distance: 2.482936
Graph Density: 0.007782878
NodeXL Version: 1.0.1.166
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word Galway when queried on July 3, 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:
@colmtobin
@rtegaa
@officialgaa
@aaroadwatch
@gergilroy
@galwayad
@gaa_beo
@setantasports
@jimmynorman
@volvo_oceanrace
Graph Metric: Value
Graph Type: Directed
Vertices: 967
Unique Edges: 6428
Edges With Duplicates: 1379
Total Edges: 7807
Self-Loops: 1122
Connected Components: 274
Single-Vertex Connected Components: 246
Maximum Vertices in a Connected Component: 655
Maximum Edges in a Connected Component: 7299
Maximum Geodesic Distance (Diameter): 13
Average Geodesic Distance: 3.114706
Graph Density: 0.006586934
NodeXL Version: 1.0.1.171
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
List of most between Twitter users who recently mentioned GlobalSCRM when queried on July 18, 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
Connections among the Twitter users who recently mentioned Nokia when queried on February 14, 2011 scaled by numbers of followers.
Metric Value
Graph Type Directed
Vertices 1000
Unique Edges 581
Edges With Duplicates 231
Total Edges 812
Self-Loops 0
Connected Components 680
Single-Vertex Connected Components 624
Maximum Vertices in a Connected Component 242
Maximum Edges in a Connected Component 615
Maximum Geodesic Distance (Diameter) 12
Average Geodesic Distance 4.761538
Graph Density 0.000682683
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned NodeXL when queried on March 13, 2011 scaled by numbers of followers.
Detailed listings are available here:www.flickr.com/photos/marc_smith/5521097065/
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 augmentedreality when queried on March 15, 2011 sorted by betweenness centrality.
NodeXL is available from www.codeplex.com/nodexl
A visualization of these connections is available here: www.flickr.com/photos/marc_smith/5529684996/
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 most between Twitter users who recently mentioned fitbit when queried on February 3, 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 word Süddeutsche when queried on May 26, 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/5767946479/sizes/o/in/ph...
A detailed list of top between participants in the network is here: www.flickr.com/photos/marc_smith/5767946515
Top most between users:
@tknuewer
@suddeutsche
@titanic
@rastadler
@dwdl
@netzreport
@fehlpass
@elquee
@gsohn
@ratingwissen
Graph Metric: Value
Graph Type: Directed
Vertices: 188
Unique Edges: 240
Edges With Duplicates: 94
Total Edges: 334
Self-Loops: 0
Connected Components: 67
Single-Vertex Connected Components: 58
Maximum Vertices in a Connected Component: 113
Maximum Edges in a Connected Component: 316
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 3.080431
Graph Density: 0.008135169
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 hashtag techcrunch when queried on April 10, 2011, scaled by numbers of followers (with outliers thresholded).
The data represents 1 hour 34 minutes of content from 4/10/2011 at 19:54 through 21:28 GMT.
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:
@techcrunch, @tc50conf, @magicsaucemedia, @plusultratech, @joffinjoy, @twittsdaq, @wulffy, @unibulcstspprt, @bigmarketer, @mqtodd, @maddadder
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1200
Edges With Duplicates: 255
Total Edges: 1455
Self-Loops: 0
Connected Components: 276
Single-Vertex Connected Components: 264
Maximum Vertices in a Connected Component: 712
Maximum Edges in a Connected Component: 1429
Maximum Geodesic Distance (Diameter): 9
Average Geodesic Distance: 3.107002
Graph Density: 0.001326326
NodeXL Version: 1.0.1.164
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Follow Marc Smith on Twitter.
From: www.connectedaction.net
Top Twitter users who recently mentioned #infra11 when queried on March 15, 2011, sorted by betweenness centrality.
Network graph for this data is visualized here: www.flickr.com/photos/marc_smith/5529685600
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/6231701213/
Connections among the Twitter users who recently tweeted the word kickstarter when queried on October 6, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: www.kickstarter.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/6231701213/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:
@kickstarter
@jessicahische
@h_fj
@designrelated
@bigspaceship
@thinkgeek
@yamofilms
@sstieg
@unwoman
@avalaunchit
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1908
Edges With Duplicates: 1211
Total Edges: 3119
Self-Loops: 796
Connected Components: 206
Single-Vertex Connected Components: 173
Maximum Vertices in a Connected Component: 741
Maximum Edges in a Connected Component: 2691
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 3.592432
Graph Density: 0.001857858
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 techsoup when queried on September 19, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: home.techsoup.org/pages/default.aspx
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/6163894519/sizes/l/
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Clauset-Newman-Moore algorithm is defined here: pre.aps.org/abstract/PRE/v70/i6/e066111
Top most between users:
@techsoup
@blakelandau
@kanter
@techieteacher
@missnoor28
@suzboop
@musingvirtual
@techsoupcanada
@ntenhross
@hirots
Graph Metric: Value
Graph Type: Directed
Vertices: 177
Unique Edges: 1002
Edges With Duplicates: 595
Total Edges: 1597
Self-Loops: 105
Connected Components: 8
Single-Vertex Connected Components: 5
Maximum Vertices in a Connected Component: 164
Maximum Edges in a Connected Component: 1568
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.132616
Graph Density: 0.037686184
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 tweeted the word economist
when queried on May 2, 2011, sorted by betweenness centrality (See: en.wikipedia.org/wiki/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 data is here: www.flickr.com/photos/marc_smith/5681677532/sizes/o/
Top most between users:
@theeconomist
@manyas
@oskargarcia
@reedconstrdata
@nvnewsbureau
@equipmenttoday
@bobschafer_
@waraney
@arkhan1993
@umairh
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 689
Edges With Duplicates: 966
Total Edges: 1655
Self-Loops: 0
Connected Components: 220
Single-Vertex Connected Components: 191
Maximum Vertices in a Connected Component: 747
Maximum Edges in a Connected Component: 1584
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 2.405506
Graph Density: 0.001167167
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
Link: www.flickr.com/photos/marc_smith/6526521703/sizes/l/in/ph...
These are the top most between Twitter users who recently tweeted the word leweb when queried on December 15, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 12/13/2011 15:32 and ends on 12/14/2011 14:43 UTC.
A visualization of the network is here: www.flickr.com/photos/marc_smith/6526521703/sizes/l/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@leweb
@loic
@jowyang
@pressecitron
@michelleblanc
@camj59
@jeremybenmoussa
@d8pit
@cdeniaud
@locita
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 8619
Edges With Duplicates: 1166
Total Edges: 9785
Self-Loops: 699
Connected Components: 146
Single-Vertex Connected Components: 140
Maximum Vertices in a Connected Component: 846
Maximum Edges in a Connected Component: 9613
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 2.938184
Graph Density: 0.008566567
Modularity: 0.293063
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/6198785387/
Connections among the Twitter users who recently tweeted the word win2011 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: 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/6198785387/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
@ariegoldshlager
@drewconway
@chrisdiehl
@kateaanderson
@dylanwalker
@barrywellman
@kristinalerman
@pboothe
Graph Metric: Value
Graph Type: Directed
Vertices: 16
Unique Edges: 60
Edges With Duplicates: 45
Total Edges: 105
Self-Loops: 26
Connected Components: 1
Single-Vertex Connected Components: 0
Maximum Vertices in a Connected Component: 16
Maximum Edges in a Connected Component: 105
Maximum Geodesic Distance (Diameter): 3
Average Geodesic Distance: 1.617188
Graph Density: 0.270833333
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 mentioned opengovrd when queried on March 22, 2011, scaled by numbers of followers. Layout using the "Group Layout" composed of tiled bounded regions.
The Open Government Research & Development Summit ("#OpenGovRD") conference was held in Washington, D.C. on March 21-22, 2011. See: nitrd.gov/opengov/
Top most between users:
@digiphile, @bethnoveck, @noneck, @jahendler, @wabranty, @debbryant, @justgrimes, @noshir, @usdatagov, @mereastew
The NodeXL file containing the network data used to generate this image is available here: 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.
From: www.connectedaction.net
Top Twitter users on the Twitter List maintained by @Scobelizer "founders" when queried on April 5, 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.
Top most between users:
@filos, @ev, @davemcclure, @om, @arrington, @timoreilly, @danielbru, @ourielohayon, @kevinrose, @gaberivera
A detailed list of top users is here:
The large scale version of the network map is here:
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.
Map and time visualization of incidents of piracy in the Caribbean over the past 9 years. (taken from PiracyWatch, an interactive data visualization demo application of Visual Fusion).
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
Connections among the Twitter users who recently mentioned msrtf11 OR techfest when queried on March 11, 2011 scaled by numbers of followers.
Top most between:
@msftresearch, @msftnews, @windows, @microsoft, @ch9, @stevecla, @microsoftlatam, @maryjofoley, @imaginecup, @silverlight
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.