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June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Top Twitter users who recently tweeted the hashtag charity when queried on April 11, 2011, sorted by betweenness centrality.
Data spans 42 hours and 22 minutes from 4/9/2011 at 23:29 through 4/11/2011 at 17:51.
A network map visualization of this data is here: www.flickr.com/photos/marc_smith/5612380326/sizes/o/
Top most between users:
@paul_steele, @charityideas, @anntran_, @noamkos, @music4awareness, @pixelproject, @2morrowknight, @rachelbeer, @charitynav, @af__sy
Graph Metric: Value
Graph Type: Directed
Vertices: 784
Unique Edges: 1246
Edges With Duplicates: 449
Total Edges: 1695
Self-Loops: 0
Connected Components: 266
Single-Vertex Connected Components: 241
Maximum Vertices in a Connected Component: 480
Maximum Edges in a Connected Component: 1585
Maximum Geodesic Distance (Diameter): 11
Average Geodesic Distance: 4.555033
Graph Density: 0.002375088
NodeXL Version: 1.0.1.165
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Top between Twitter users who mentioned "ostp" on May 5, 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.
Proceedings of the Symposium on Information Processing In Sight Sensory Systems: 1-3 November, 1965, Pasadena, California
s010113 005
From: www.connectedaction.net
List of the most between Twitter users who recently mentioned techatstate when queried on February 12, 2011.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Twitter users who mentioned "electric car" on June 8, 2010 scaled by number of followers.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Connections among the Twitter users who recently tweeted the word Diageo when queried on July 31, 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/6001893367/sizes/o/
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@thevijaymallya
@cnbc
@stephenatdewars
@libationsociety
@sec_news
@adcolor
@mark_soi31
@prathvig
@enrilemoine
@just_drinks
Graph Metric: Value
Graph Type: Directed
Vertices: 769
Unique Edges: 1523
Edges With Duplicates: 559
Total Edges: 2082
Self-Loops: 706
Connected Components: 320
Single-Vertex Connected Components: 291
Maximum Vertices in a Connected Component: 397
Maximum Edges in a Connected Component: 1584
Maximum Geodesic Distance (Diameter): 16
Average Geodesic Distance: 5.577565
Graph Density: 0.002013234
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
Top Twitter users who recently tweeted the word NSW11 when queried on May 3, 2011, sorted by betweenness centrality (see: en.wikipedia.org/wiki/Centrality).
A visualization of the network map is here: www.flickr.com/photos/marc_smith/5685405490/sizes/o/in/ph...
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Top Twitter users who recently tweeted the word Barajas -dodger -rod -dodgers -#dodger
when queried on April 29, 2011, sorted by betweenness centrality.
en.wikipedia.org/wiki/Barajas_Airport
Not to be confused with en.wikipedia.org/wiki/Rod_Barajas
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5670123447/sizes/o/
Top most between users:
@iescolar
@oscardleon
@abucheopublico
@aenainformacion
@publico_es
@la_ser
@dormadridista
@julia_otero
@policia
@soyjousi
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 1457
Edges With Duplicates: 381
Total Edges: 1838
Self-Loops: 0
Connected Components: 455
Single-Vertex Connected Components: 414
Maximum Vertices in a Connected Component: 456
Maximum Edges in a Connected Component: 1592
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 3.888858
Graph Density: 0.001632633
NodeXL Version: 1.0.1.166
NodeXL is free and open and available from www.codeplex.com/nodexl
NodeXL is developed by the Social Media Research Foundation (www.smrfoundation.org) - which is dedicated to open tools, open data, and open scholarship.
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
Marc Smith on Twitter.
From: www.connectedaction.net
Twitter users who mentioned #haro OR helpareporter on June 19, 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.
How to predict the future with big data: Thomas Nørmark at TedxVennelystBlvd
In his talk Thomas Nørmark introduces us into the secret mechanisms of future predictions. This has nothing to do with fortune telling but patterns in big data. He illustrates how big data allows us to look into the future and even predict our individual future lives. He shows why you should see this inevitable development as an opportunity rather than a threat.
Thomas Nørmark is the head of innovation at itelligence Nordic. With his team he works on solutions using predictive analysis. He developed a “time machine” consisting of systems and solutions for predicting the future using social media data, object recognition and predictive analysis algorithms. One of his recent programs is to predict the movement of fish along Australia's coast. He hold a Master's degree in Computer Science from Aarhus University and gained extensive experience as SAP software consultant. When he was only nine years old, Thomas ran eight marathons and won bronze medal at The National Chess Championship.
Photo: Sugar Cube Studios & Greg McQueen: Photographer
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
List of top most between Twitter users who recently mentioned msrtf11 OR techfest when queried on March 14, 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
Top Twitter users who recently tweeted the word Süddeutsche when queried on May 26, 2011, sorted by betweenness centrality.
A larger version of the image is here: www.flickr.com/photos/marc_smith/5767946479/sizes/o/in/ph...
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Twitter users who mentioned worldcup on June 13, 2010 scaled by number of followers.
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
From: www.connectedaction.net
Top Twitter users who recently tweeted the hashtag they might be giants OR TMBG when queried on April 24, 2011, sorted by betweenness centrality.
A visualization of the network map is here: www.flickr.com/photos/marc_smith/5650850439/sizes/o/in/ph...
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
Top Twitter users who recently tweeted the word Whole Foods when queried on August 1, 2011, sorted by Betweenness Centrality, which 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
List of the most between Twitter users who recently mentioned webnetsci when queried on March 5, 2011.
The top most between users were:
@aleksk, @jahendler, @damewendydbe, @noshir, @mysocnet, @barrywellman, @jure, @jryoung, @sonicnu, and @danbri
A higher resolution image of this graph is available at: www.flickr.com/photos/marc_smith/5501225993
NodeXL is available from www.codeplex.com/nodexl
The book, Analyzing social media networks with NodeXL: Insights from a connected world, is available from Morgan Kaufmann and from Amazon.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Top Twitter users who recently tweeted the words economy
when queried on May 2, 2011, sorted by betweenness centrality (See: en.wikipedia.org/wiki/Centrality).
A visualization of the network map is here:
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Twitter users who mentioned "www2010" 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 tweeted the word poken when queried on May 8, 2011, sorted by betweenness centrality.
A visualization of the network map is here: www.flickr.com/photos/marc_smith/5701874131/sizes/o/in/ph...
Top most between users:
@pokenafrica
@pokenco
@spsonic
@timnjiru
@bederson
@pokenkenya
@from_yamagata
@phswiss
@clifflampe
@pokencape
Graph Metric: Value
Graph Type: Directed
Vertices: 250
Unique Edges: 398
Edges With Duplicates: 173
Total Edges: 571
Self-Loops: 0
Connected Components: 116
Single-Vertex Connected Components: 94
Maximum Vertices in a Connected Component: 106
Maximum Edges in a Connected Component: 474
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 4.233193
Graph Density: 0.007614458
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
Top most between Twitter users who recently tweeted the word ASA2011 when queried on August 17, 2011, sorted by betweenness centrality.
See: asanet.org/AM2011/index.cfm
A visualization of the network is here: www.flickr.com/photos/marc_smith/6053172545/sizes/o
Betweenness Centrality is defined here: en.wikipedia.org/wiki/Centrality#Betweenness_centrality
Top most between users:
@asanews
@sociologylens
@emerald_soc
@jessienyc
@kjhealy
@sagesociology
@asastudentforum
@davepurcell
@palgravesoc
@nathanjurgenson
Graph Metric: Value
Graph Type: Directed
Vertices: 185
Unique Edges: 2032
Edges With Duplicates: 725
Total Edges: 2757
Self-Loops: 184
Connected Components: 7
Single-Vertex Connected Components: 5
Maximum Vertices in a Connected Component: 178
Maximum Edges in a Connected Component: 2747
Maximum Geodesic Distance (Diameter): 5
Average Geodesic Distance: 2.186287
Graph Density: 0.064717979
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
From: www.connectedaction.net
Top Twitter users who recently tweeted the word tcamp11
when queried on April 30, 2011, sorted by betweenness centrality (see: en.wikipedia.org/wiki/Centrality).
A larger version of the network map is here: www.flickr.com/photos/marc_smith/5673437423/sizes/o/in/ph...
Top most between users:
@blufftoniancom
@digiphile
@sunfoundation
@mlsif
@ellnmllr
@dominiccampbell
@tcampdc
@johnfmoore
@johnwonderlich
@elle_mccann
Graph Metric: Value
Graph Type: Directed
Vertices: 359
Unique Edges: 4595
Edges With Duplicates: 384
Total Edges: 4979
Self-Loops: 0
Connected Components: 2
Single-Vertex Connected Components: 1
Maximum Vertices in a Connected Component: 358
Maximum Edges in a Connected Component: 4979
Maximum Geodesic Distance (Diameter): 4
Average Geodesic Distance: 2.120002
Graph Density: 0.037176515
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 tweeted the hashtag #Glee when queried on April 11, 2011, sorted by betweenness centrality.
The data contains 3 hours and 10 minutes of content from 4/11/2011 at 15:08 through 18:18.
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:
@gleeonfox, @ultimategleeks, @superrtl, @carinafischer, @iamoriane, @iflamongo, @featdemilovato, @my_fanbase, @dominicmbarnes, @ukgleedvd
The image of this network map is here: www.flickr.com/photos/marc_smith/5611797959
Graph Metric: Value
Graph Type: Directed
Vertices: 1000
Unique Edges: 993
Edges With Duplicates: 755
Total Edges: 1748
Self-Loops: 0
Connected Components: 299
Single-Vertex Connected Components: 270
Maximum Vertices in a Connected Component: 665
Maximum Edges in a Connected Component: 1652
Maximum Geodesic Distance (Diameter): 10
Average Geodesic Distance: 2.508601
Graph Density: 0.001355355
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.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
June 28-30, 2011 in Bainbridge Island, WA, USA, the Global Impact Study held a project-wide workshop. Research partners from all around the world participated in this workshop after two years of working separately on fieldwork. This workshop kicked off the next phase of our study, data analysis & integration.
AspireAnalyticSolutions into Python course teaches you how to use python programming for data science with interactive video tutorials. We'll learn how to read data from files into data structures in our program. To learn more about please visit at: www.aspireanalyticsolutions.com/info-products
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.