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From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word #epic2011 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: epiconference.com/epic2011
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/6161679008/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:
@epiconference
@emjaro
@planetjohnsen
@luisarnal
@uxprivacy
@atlas_ictd
@mayasuri
@cbustaylor
@vanderbeeken
@carolynmreed
Graph Metric: Value
Graph Type: Directed
Vertices: 39
Unique Edges: 135
Edges With Duplicates: 151
Total Edges: 286
Self-Loops: 101
Connected Components: 7
Single-Vertex Connected Components: 6
Maximum Vertices in a Connected Component: 33
Maximum Edges in a Connected Component: 277
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 1.987215
Graph Density: 0.095816464
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.
PERTH, Australia and London - The Bureau of Safety and Environmental Enforcement’s (BSEE) Elizabeth Torres was among several BSEE employees who shared perspectives with international colleagues over the past two months. Torres, an international relations specialist, traveled with BSEE’s Doug Morris and Nathan Sinkula to London June 13-15 to attend the International Energy Agency Gas and Oil Technologies Collaboration Programme (GOT) Technical Workshop.June 13-15, 2016
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned cscw when queried on March 21, 2011, scaled by numbers of followers. Layout using the "Group Layout" composed of tiled bounded regions.
CSCW 2011 was held on March 19–23, 2011 in Hangzhou, China (see: cscw2011.org/)
Top most between users: @cscw2011, @xeeliz, @barrywellman, @edchi, @miz_oka, @yardi,@tarumi, @n_akiya, @rkmt, @pridkett
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 ICWSM when queried on July 17, 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/5950038354/sizes/o/
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@icwsm
@zephoria
@ian_soboroff
@banazir
@gephi
@lintool
@chrisdiehl
@vagabondjack
@jonhurlock
@flngr
Graph Type: Directed
Vertices: 128
Unique Edges: 688
Edges With Duplicates: 1189
Total Edges: 1877
Self-Loops: 214
Connected Components: 6
Single-Vertex Connected Components: 4
Maximum Vertices in a Connected Component: 122
Maximum Edges in a Connected Component: 1862
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.222133
Graph Density: 0.062130906
NodeXL Version: 1.0.1.172
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned techatstate 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 tweeted the words Thermarium OR Precor OR SpaEquip OR Sodashi OR SpaFinder OR SpaSoft
when queried on May 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 network map is here: www.flickr.com/photos/marc_smith/5707695860/sizes/o/in/ph...
A detailed list of top most between users: www.flickr.com/photos/marc_smith/5707695708/
Top most between users:
@spafinder
@plumdistrict
@bctripletmom
@hallaburns
@dietsolutions4u
@sheppardpilates
@411information
@ivillage
@momtourage
@martiferg
Graph Metric: Value
Graph Type: Directed
Vertices: 282
Unique Edges: 494
Edges With Duplicates: 126
Total Edges: 620
Self-Loops: 0
Connected Components: 123
Single-Vertex Connected Components: 115
Maximum Vertices in a Connected Component: 148
Maximum Edges in a Connected Component: 604
Maximum Geodesic Distance (Diameter): 13
Average Geodesic Distance: 4.024591
Graph Density: 0.006953383
NodeXL Version: 1.0.1.167
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
List of the most between user among the Twitter users who recently mentioned #oow10 when queried on September 20, 2010 scaled by numbers of followers.
A graph of the connections among the most connected people who tweet #OOW10 is available here: www.flickr.com/photos/marc_smith/5010221272/
The Oracle Open World Conference was held in San Francisco, California on September 19-23, 2010. See:
www.oracle.com/us/openworld/index.html
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 Makerbot when queried on June 20, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
A larger version of the image is here: www.flickr.com/photos/marc_smith/5859118096/sizes/o/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@makerbot
@techcrunch
@bre
@laughingsquid
@scobleizer
@makerbotpitbull
@core77
@mc_frontalot
@photomatt
@rebatesmoney
Graph Metric: Value
Graph Type: Directed
Vertices: 387
Unique Edges: 523
Edges With Duplicates: 606
Total Edges: 1129
Self-Loops: 0
Connected Components: 130
Single-Vertex Connected Components: 119
Maximum Vertices in a Connected Component: 244
Maximum Edges in a Connected Component: 1086
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 3.076407
Graph Density: 0.00520143
NodeXL Version: 1.0.1.170
The local networks of each of the users is shown alongside the complete network graph.
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
ZoomCharts is very excited to be attending the Collision Tech Conference on May 5-6, 2015 in Downtown Las Vegas.
Collision is the worldâs largest and leading startup and investor event, the fastest growing conference in the US, and the sister event of European tech conference Web Summit, which has been noted by Forbes as âthe event to attend in Europe.â Startups that are part of Collision are changing the face of technology.
This yearâs Collision conference will hold over 10,000 people, 1000 startups, and more than 500 speakers, including founders, investors, CEOs, designers, thinkers, and business leaders from companies like Google, Microsoft, and Facebook. Previous presenters have included companies like Dropbox, Vine, Goldman Sachs, Uber, Nest, Coursera, and Google Ventures.
Some very notable presenters will be in attendance, including Zappos CEO Tony Hsieh, former Apple CEO John Sculley, and GitHub Co-Founder and CEO Chris Wanstrath. Former speakers have included big names such as Eva Longoria, Tony Hawk, Arianna Huffington, and Bono.
World leading media outlets have also attended past events, including Wired, BBC, The Wall Street Journal, The New York Times, Financial Times, The Guardian, and Vanity Fair.
The ZoomCharts team is gearing up to join this prestigious event, where startups will be provided with networking opportunities, exclusive meetings, and one on one workshops with investors, media, and partners.
ZoomCharts is a leading data visualization provider, offering the worldâs most interactive data visualization software. All charts and graphs are completely interactive, support big data sets, work on all modern devices including touch screens, and perform at unmatched high speeds. Create stunning visual representations of all your data by and improve the efficiency of your data analysis, organization, and presentation by adding ZoomCharts to your organizationâs toolset.
Check out ZoomCharts products:
Network Chart
Big network exploration
Explore linked data sets. Highlight relevant data with dynamic filters and visual styles. Incremental data loading. Exploration with focus nodes.
Time Chart
Time navigation and exploration tool
Browse activity logs, select time ranges. Multiple data series and value axes. Switch between time units.
Pie Chart
Amazingly intuitive hierarchical data exploration
Get quick overview of your data and drill down when necessary. All in a single easy to use chart.
Facet Chart
Scrollable bar chart with drill-down
Compare values side by side and provide easy access to the long tail.
ZoomCharts
The worldâs most interactive data visualization software
#zoomcharts #interactive #data #visualization #interactivedata #datavisualization #chart #graph #charts #graphs #bigdata #dataviz #Collision #tech #techconference #LasVegas #Vegas #startup #investor #WebSummit #Forbes #Europe #Google #Microsoft #Facebook #Dropbox #Vine #GoldmanSachs #Uber #Nest #Coursera #GoogleVentures #Zappos #TonyHsieh #Apple #JohnSculley #GitHub #ChrisWanstrath #EvaLongoria #TonyHawk #AriannaHuffington #Bono #Wired #BBC #WallStreetJournal #NewYorkTimes #FinancialTimes #Guardian #VanityFair
Thought-provoking musings by the provocative e-learning blogger, covering a range of themes in the modern workplace: social business, informal learning, mobile learning, microblogging, data analysis, digital influence, customer service, augmented reality, the role of L&D, smartfailing, storytelling, critical theory, ecological psychology, online assessment, Government 2.0, and human nature.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word aljezeera
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/5671088172/sizes/o/
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5670519143/
Top most between users:
@ajenglish
@ajarabic
@breakingnews
@3arabawy
@on
@katiecouric
@abuhashimbh
@mariaselba
@becham86
@afaceaface
Graph Metric: Value
Graph Type: Directed
Vertices: 908
Unique Edges: 2677
Edges With Duplicates: 822
Total Edges: 3499
Self-Loops: 0
Connected Components: 132
Single-Vertex Connected Components: 126
Maximum Vertices in a Connected Component: 772
Maximum Edges in a Connected Component: 3489
Maximum Geodesic Distance (Diameter): 7
Average Geodesic Distance: 2.664938
Graph Density: 0.003748379
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
Top Twitter users who recently mentioned #SPSS when queried on March 15, 2011, sorted by betweenness centrality.
Top between: @ibmspss, @ibmcognos, @frederikdb, @timjpowers, @nhardijzer, @ibm_events_de, @dturneribm, @bethflood, @netezza, @hbosker
Visualization of the network of connections among these people is available here: www.flickr.com/photos/marc_smith/5529742576
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned NodeXL when queried on October 17th, 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 GetRealChat 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: twebevent.com/getrealchat
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/6046223381/sizes/o/in/ph...
A detailed list of top most between contributors is here: www.flickr.com/photos/marc_smith/6046772232/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:
@pammktgnut
@pegfitzpatrick
@dillonrhodes
@mqtodd
@janetcallaway
@stevecassady
@cubed
@paulsteinbrueck
@thehealthmaven
@dabneyporte
Graph Metric: Value
Graph Type: Directed
Vertices: 108
Unique Edges: 744
Edges With Duplicates: 992
Total Edges: 1736
Self-Loops: 145
Connected Components: 3
Single-Vertex Connected Components: 1
Maximum Vertices in a Connected Component: 104
Maximum Edges in a Connected Component: 1726
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.009607
Graph Density: 0.083419868
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 Verizon when queried on June 20, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
A larger version of the image is here: www.flickr.com/photos/marc_smith/5857712537/sizes/o/
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@engadget
@verizon
@letstalk
@thedroidguy
@vzwsupport
@androidandme
@ezgandroid
@phandroid
@vznana
@savvycouponmom
The local networks of each of the users is shown alongside the complete network graph.
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1493
Edges With Duplicates: 507
Total Edges: 2000
Self-Loops: 0
Connected Components: 444
Single-Vertex Connected Components: 394
Maximum Vertices in a Connected Component: 479
Maximum Edges in a Connected Component: 1784
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 3.601481
Graph Density: 0.001708709
NodeXL Version: 1.0.1.170
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Top most between Twitter users who recently tweeted the word iknow2011 sorted by Betweenness Centrality.
See: i-know.tugraz.at/
Avisualization of the network is here: www.flickr.com/photos/marc_smith/6124807498/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:
@alex_stocker
@peterkraker
@wollepb
@c_o_k
@hmuehlburger
@mgrani
@issi
@digital_ikt
@tomk72
@kaz_takagi
Graph MetricValue
Graph TypeDirected
Vertices57
Unique Edges339
Edges With Duplicates282
Total Edges621
Self-Loops120
Connected Components5
Single-Vertex Connected Components4
Maximum Vertices in a Connected Component53
Maximum Edges in a Connected Component615
Maximum Geodesic Distance (Diameter)5
Average Geodesic Distance2.02915
Graph Density0.122180451
NodeXL Version1.0.1.176
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 some Twitter users who recently mentioned #CAT10 when queried on July 24, 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.
A later image of the same network is available here:
From: www.connectedaction.net
List of top most between Twitter users who recently mentioned NodeXL 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:
These are the connections among the Twitter users who recently tweeted the word aeromexico when queried on December 6, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another. The data set starts on 12/2/2011 18:41 and ends on 12/6/2011 19:03 UTC.
Layout created with the "Group Layout" feature of NodeXL which tiles bounded regions for each cluster. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
A larger version of the image is here:
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:
@el_universal_mx
@aeromexico_com
@milenio
@pajaropolitico
@faisirrito
@excelsior_mex
@roemerandres
@elfinanciero_mx
@889noticias
@javierlopezdiaz
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 3410
Edges With Duplicates: 1106
Total Edges: 4516
Self-Loops: 899
Connected Components: 185
Single-Vertex Connected Components: 173
Maximum Vertices in a Connected Component: 804
Maximum Edges in a Connected Component: 4267
Maximum Geodesic Distance (Diameter): 7
Average Geodesic Distance: 2.937071
Graph Density: 0.003222222
Modularity: 0.366825
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
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 our new donation link on 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 Eyeo when queried on July 1, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
A larger version of the image is here:
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@brainpicker
@blprnt
@eyeofestival
@core77
@feltron
@golan
@reas
@infosthetics
@flight404
@moritz_stefaner
Graph Metric: Value
Graph Type: Directed
Vertices: 646
Unique Edges: 5558
Edges With Duplicates: 1900
Total Edges: 7458
Self-Loops: 638
Connected Components: 17
Single-Vertex Connected Components: 16
Maximum Vertices in a Connected Component: 630
Maximum Edges in a Connected Component: 7442
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.458339
Graph Density: 0.014464684
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.
Thought-provoking musings by the provocative e-learning blogger, covering a range of themes in the modern workplace: social business, informal learning, mobile learning, microblogging, data analysis, digital influence, customer service, augmented reality, the role of L&D, smartfailing, storytelling, critical theory, ecological psychology, online assessment, Government 2.0, and human nature.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned "symantec" when queried on August 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 ubicomp when queried on September 17, 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/6155689235/
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
@genebecker
@msraurjp
@hxt00
@mikekuniavsky
@loppy_
@davidwsshaw
Graph Metric: Value
Graph Type: Directed
Vertices: 66
Unique Edges: 242
Edges With Duplicates: 101
Total Edges: 343
Self-Loops: 48
Connected Components: 10
Single-Vertex Connected Components: 8
Maximum Vertices in a Connected Component: 56
Maximum Edges in a Connected Component: 331
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.52986
Graph Density: 0.057109557
NodeXL Version: 1.0.1.177
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who appear on MSLima's visualization Twitter list when queried on February 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
Twitter users who mentioned #e2 or #e2conf on June 13, 2010 scaled by number of followers.
These are the connections among those who are most broadly connected in the #e2 OR #e2conf community.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word quantified self when queried on May 25, 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/5760875146/sizes/o/
Top most between users:
@timoreilly
@quantifiedself
@harscoat
@edyson
@qsparis
@egadenne
@agaricus
@brunoaziza
@adriana872
@chloester
Graph Metric: Value
Graph Type: Directed
Vertices: 123
Unique Edges: 412
Edges With Duplicates: 137
Total Edges: 549
Self-Loops: 0
Connected Components: 10
Single-Vertex Connected Components: 9
Maximum Vertices in a Connected Component: 114
Maximum Edges in a Connected Component: 549
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.589258
Graph Density: 0.031853925
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 words chi2011 when queried on May 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 network map is here: www.flickr.com/photos/marc_smith/5707612282/sizes/o/in/ph...
A detailed list of top most between users: www.flickr.com/photos/marc_smith/5707612344
Top most between users:
@chi2011
@msftresearch
@edchi
@techsoc
@jeffbigham
@yardi
@ishii_mit
@landay
@msftnews
Graph Type: Directed
Vertices: 660
Unique Edges: 3964
Edges With Duplicates: 538
Total Edges: 4502
Self-Loops: 0
Connected Components: 49
Single-Vertex Connected Components: 45
Maximum Vertices in a Connected Component: 609
Maximum Edges in a Connected Component: 4496
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.900799
Graph Density: 0.009700189
NodeXL Version: 1.0.1.167
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word
NSW11
when queried on May 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 network map is here: www.flickr.com/photos/marc_smith/5685405490/sizes/o/in/ph...
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5685405512/
Top most between users:
@netsuite
@netsuite_meili
@suitetwitts
@mei_he
@kev_murphy
@netsuite_mini
@benkepes
@pr_maven
@mkrigsman
Graph Metric: Value
Graph Type: Directed
Vertices: 32
Unique Edges: 116
Edges With Duplicates: 49
Total Edges: 165
Self-Loops: 0
Connected Components: 3
Single-Vertex Connected Components: 2
Maximum Vertices in a Connected Component: 30
Maximum Edges in a Connected Component: 165
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 1.98
Graph Density: 0.141129032
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 Twitter users who mentioned CRM on April 25, 2010 scaled by number of followers, 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
Connections among the Twitter users who recently tweeted the word ASA2011 when queried on September 1, 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/6103330119/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:
@insidehighered
@ssrc_org
@asanews
@socwomen
@nathanjurgenson
@mary_churchill
@wwnsoc
@lisadwade
@emannphd
@danielledirks
Graph Metric: Value
Graph Type: Directed
Vertices: 126
Unique Edges: 1173
Edges With Duplicates: 401
Total Edges: 1574
Self-Loops: 78
Connected Components: 4
Single-Vertex Connected Components: 3
Maximum Vertices in a Connected Component: 123
Maximum Edges in a Connected Component: 1571
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.194819
Graph Density: 0.081714286
NodeXL Version: 1.0.1.176
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word ubicomp when queried on September 17, 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/6155689045/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
@genebecker
@msraurjp
@hxt00
@mikekuniavsky
@loppy_
@davidwsshaw
Graph Metric: Value
Graph Type: Directed
Vertices: 66
Unique Edges: 242
Edges With Duplicates: 101
Total Edges: 343
Self-Loops: 48
Connected Components: 10
Single-Vertex Connected Components: 8
Maximum Vertices in a Connected Component: 56
Maximum Edges in a Connected Component: 331
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.52986
Graph Density: 0.057109557
NodeXL Version: 1.0.1.177
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the keywords used by 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.
Network Group Manager Andy Kowalski works inside the Jefferson Lab Data Center on Thursday, Dec. 1, 2022. (Photo by Aileen Devlin | Jefferson Lab)
Thomas Jefferson National Accelerator Facility (Jefferson Lab) provides scientists worldwide the lab’s unique particle accelerator, known as the Continuous Electron Beam Accelerator Facility (CEBAF), to probe the most basic building blocks of matter by conducting research at the frontiers of nuclear physics (NP) and related disciplines.
In addition, the lab capitalizes on its unique technologies and expertise to perform advanced computing and applied research with industry and university partners, and provides programs designed to help educate the next generation in science and technology.
From: www.connectedaction.net
Link:
Connections among the Twitter users who recently tweeted the word hubforum 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:
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
Clauset-Newman-Moore algorithm is defined here: pre.aps.org/abstract/PRE/v70/i6/e066111
Top most between users:
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among some Twitter users who recently mentioned aicpa when queried on July 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
Connections among the Twitter users who recently mentioned PAWCON when queried on March 14, 2011 including tweets from the period 3/10/2011 15:13 to 3/15/2011 3:51, scaled by numbers of followers.
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
Connections among the top 20 most between Twitter users who recently mentioned #CAT10 when queried on July 29, 2010 scaled by numbers of followers.
This map contains only the most between users, highlighting the most influential participants in the population.
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 symantec when queried on August 13, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
See: en.wikipedia.org/wiki/Symantec
And: www.symantec.com/index.jsp
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/6041649951/sizes/m/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@symantec
@nxtmobilephones
@oosdgkerf
@rodtrent
@techl0g
@aouiajsdd
@helpnetsecurity
@androgeek
@cn210bnare
@parallelspanel
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 3424
Edges With Duplicates: 1119
Total Edges: 4543
Self-Loops: 952
Connected Components: 360
Single-Vertex Connected Components: 335
Maximum Vertices in a Connected Component: 607
Maximum Edges in a Connected Component: 4003
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 4.103242
Graph Density: 0.003134134
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 AEJMC when queried on August 7, 2011, scaled by numbers of followers (with outliers thresholded). Connections created when users reply, mention or follow one another.
Layout using the "Group Layout" composed of tiled bounded regions. Clusters calculated by the Clauset-Newman-Moore algorithm are also encoded by color.
A larger version of the image is here: www.flickr.com/photos/marc_smith/6021686249/sizes/o/in/ph...
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@aejmc @jlab, @karenrussell, @terryflynn, @natcomm, @tmccorkindale, @derigansilver, @tkell, @aejmconlineads, and @jeremyhl
A detailed list is here: www.flickr.com/photos/marc_smith/6021686131
Graph Metric: Value
Graph Type: Directed
Vertices: 77
Unique Edges: 276
Edges With Duplicates: 150
Total Edges: 426
Self-Loops: 76
Connected Components: 11
Single-Vertex Connected Components: 10
Maximum Vertices in a Connected Component: 67
Maximum Edges in a Connected Component: 415
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.318737
Graph Density: 0.049213944
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 ICWSM when queried on July 17, 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/5950038354/sizes/o/
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@icwsm
@zephoria
@ian_soboroff
@banazir
@gephi
@lintool
@chrisdiehl
@vagabondjack
@jonhurlock
@flngr
Graph Type: Directed
Vertices: 128
Unique Edges: 688
Edges With Duplicates: 1189
Total Edges: 1877
Self-Loops: 214
Connected Components: 6
Single-Vertex Connected Components: 4
Maximum Vertices in a Connected Component: 122
Maximum Edges in a Connected Component: 1862
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.222133
Graph Density: 0.062130906
NodeXL Version: 1.0.1.172
More NodeXL network visualizations are here: www.flickr.com/photos/marc_smith/sets/72157622437066929/
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently mentioned #SNA when queried on July 29, 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 hashtag #fringe when queried on April 11, 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/5612626850/sizes/o/
Top most between users:
@fringeonfox, @fringeobservers, @joelmchale, @spoilertv, @mattmitovich, @fringetv, @ewdocjensen, @fringeonset, @cortexifans, @annatorvdotcom
A more detailed list of the most between contributors is here:
Graph Metric: Value
Graph Type: Directed
Vertices: 862
Unique Edges: 3538
Edges With Duplicates: 671
Total Edges: 4209
Self-Loops: 0
Connected Components: 270
Single-Vertex Connected Components: 249
Maximum Vertices in a Connected Component: 563
Maximum Edges in a Connected Component: 4124
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 2.609037
Graph Density: 0.005146986
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
Connections among the Twitter users who recently tweeted the hashtag #bones when queried on April 11, 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/5611987853/sizes/o/
Top most between users:
@forensicmama, @bringbackzack, @spoilertv, @canalfox_br, @wellsbones, @gibbsrules, @evilharthanson, @maramara94, @brennanbooth, @katetamse77
A more detailed list of the most between contributors is here: www.flickr.com/photos/marc_smith/5612567466/
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
Connections among the Twitter users who recently tweeted the hashtag #AERA when queried on April 8, 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, @mcdanger, @aeieducation, @caboni, @ileducprof, @harpademic, @rmosvold, @jennar, @willistj, @houshuang
A detailed list of top users is here: www.flickr.com/photos/marc_smith/5602295660/
The large scale version of the network map is here: www.flickr.com/photos/marc_smith/5602295638/sizes/o
Graph Metric: Value
Graph Type: Directed
Vertices: 109
Unique Edges: 248
Edges With Duplicates: 61
Total Edges: 309
Self-Loops: 0
Connected Components: 26
Single-Vertex Connected Components: 21
Maximum Vertices in a Connected Component: 76
Maximum Edges in a Connected Component: 289
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.742346
Graph Density: 0.023445464
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
Twitter users who mentioned "ostp" on May 5, 2010 scaled by number of followers. Edge weights are scaled by number of tie types (follows, replies, mentions) shared between any two people.
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 Whole Foods when queried on August 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: www.flickr.com/photos/marc_smith/6001894175/sizes/o/
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@wholefoods
@msmorev
@kateechen
@slingbrush
@hoodsavior
@sudanesethinker
@sanfranshopbuzz
@friendseat
@zingbars
@owenlue
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1575
Edges With Duplicates: 589
Total Edges: 2164
Self-Loops: 802
Connected Components: 456
Single-Vertex Connected Components: 418
Maximum Vertices in a Connected Component: 461
Maximum Edges in a Connected Component: 1436
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 3.601739
Graph Density: 0.001071071
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
Connections among the Twitter users who recently tweeted the word algorithm
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/5682971310/sizes/o/
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5682404325/
Top most between users:
@windows
@jason_pollock
@rossdawson
@newsycombinator
@seowizardry
@fantomaster
@usdbot_
@theprofitshare
@jpnkevin_t
@steve_seo_uk
Graph Metric: Value
Graph Type: Directed
Vertices: 1184
Unique Edges: 1223
Edges With Duplicates: 275
Total Edges: 1498
Self-Loops: 0
Connected Components: 650
Single-Vertex Connected Components: 607
Maximum Vertices in a Connected Component: 478
Maximum Edges in a Connected Component: 1373
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 4.850561
Graph Density: 0.000965965
NodeXL Version: 1.0.1.166
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the words economy
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/5682696838/sizes/o/in/ph...
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5682129723
Top most between users:
@fivethirtyeight
@cnnmoney
@ontveg
@economyus
@blakehounshell
@nytjim
@katrinanation
@ideasdaily
@zener39
@lyndadw
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 771
Edges With Duplicates: 288
Total Edges: 1059
Self-Loops: 0
Connected Components: 536
Single-Vertex Connected Components: 497
Maximum Vertices in a Connected Component: 401
Maximum Edges in a Connected Component: 943
Maximum Geodesic Distance (Diameter): 15
Average Geodesic Distance: 5.040491
Graph Density: 0.000913914
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 Barajas -dodger -rod -dodgers -#dodger
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.
en.wikipedia.org/wiki/Barajas_Airport
Not to be confused with: en.wikipedia.org/wiki/Rod_Barajas
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5670123447/sizes/o/
A detailed list of top most between users is here: www.flickr.com/photos/marc_smith/5670690282/
Top most between users:
@iescolar
@oscardleon
@abucheopublico
@aenainformacion
@publico_es
@la_ser
@dormadridista
@julia_otero
@policia
@soyjousi
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1457
Edges With Duplicates: 381
Total Edges: 1838
Self-Loops: 0
Connected Components: 455
Single-Vertex Connected Components: 414
Maximum Vertices in a Connected Component: 456
Maximum Edges in a Connected Component: 1592
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 3.888858
Graph Density: 0.001632633
NodeXL Version: 1.0.1.166
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the hashtag makerfaire 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/5614476492/sizes/o
Top most between users: @makerfaire, @make, @iearnusa, @sarahndipitous, @tedxsfed, @amareto, @makerfaire_van, @nsvf, @lbruning, @delledu
A detailed list of top most between users is here:
Graph Metric: Value
Graph Type: Directed
Vertices: 64
Unique Edges: 108
Edges With Duplicates: 71
Total Edges: 179
Self-Loops: 0
Connected Components: 9
Single-Vertex Connected Components: 8
Maximum Vertices in a Connected Component: 56
Maximum Edges in a Connected Component: 179
Maximum Geodesic Distance (Diameter): 6
Average Geodesic Distance: 2.873724
Graph Density: 0.034722222
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.