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#www2016 since:2016-04-15 Twitter NodeXL SNA Map and Report for Saturday, 16 April 2016 at 15:54 UTC
#www2016 since:2016-04-15 Twitter NodeXL SNA Map and Report for Saturday, 16 April 2016 at 15:54 UTC
From:
marc_smith
Uploaded on:
April 16, 2016
Short Description:
#www2016 since:2016-04-15 via NodeXL http://bit.ly/1SdvtHs
@jahendler
@www2016ca
@timberners_lee
@laroyo
@tomayac
@xamat
@carnetsdm
@pgroth

Description:
Description
The graph represents a network of 511 Twitter users whose recent tweets contained "#www2016 since:2016-04-15", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 16 April 2016 at 15:55 UTC.

The tweets in the network were tweeted over the 1-day, 15-hour, 48-minute period from Friday, 15 April 2016 at 00:03 UTC to Saturday, 16 April 2016 at 15:51 UTC. There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 511
Unique Edges : 946
Edges With Duplicates : 527
Total Edges : 1473
Self-Loops : 215
Reciprocated Vertex Pair Ratio : 0.049079754601227
Reciprocated Edge Ratio : 0.0935672514619883
Connected Components : 37
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 441
Maximum Edges in a Connected Component : 1397
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.596807
Graph Density : 0.00393691723264648
Modularity : 0.469726
NodeXL Version : 1.0.1.350

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://docs.google.com/presentation/d/1UtgrHwBLM65T5hmw8udTmgsO9wtphX_09FpQYr09Ie8/edit?usp=sharing
[14] http://webfoundation.org/about/research/womens-rights-online-2015/
[14] http://www2016.net/proceedings/proceedings/p9.pdf
[12] https://twitter.com/Sara_2190/status/721072633178165248
[10] http://researcher.watson.ibm.com/researcher/view.php?person=us-tho
[8] http://a4ai.org/affordability-report/report/2015/
[7] http://www.cam.ac.uk/research/news/predicting-gentrification-through-social-networking-data
[6] http://www2016.net/proceedings/proceedings/p975.pdf
[6] http://recommend.wmflabs.org/#Recommend
[6] http://blog.soton.ac.uk/webteam/2016/04/15/introducing-rube/

Top URLs in Tweet in G1:
[12] http://webfoundation.org/about/research/womens-rights-online-2015/
[7] http://a4ai.org/affordability-report/report/2015/
[4] https://docs.google.com/presentation/d/1UtgrHwBLM65T5hmw8udTmgsO9wtphX_09FpQYr09Ie8/edit?usp=sharing
[4] http://truthy.indiana.edu/botornot/
[3] http://www.ledevoir.com/societe/medias/467947/conference-internationale-world-wide-web-deux-visions-pour-rendre-le-web-plus-intelligent
[3] https://websemantiqc.wordpress.com/
[3] https://www.ted.com/talks/wael_ghonim_let_s_design_social_media_that_drives_real_change?language=en
[3] https://newqtrial2015az1.az1.qualtrics.com/SE/?SID=SV_4INNELZhlKMcjqJ
[3] https://twitter.com/trevortimm/status/721049083876540416
[3] http://blog.soton.ac.uk/webteam/2016/04/15/introducing-rube/

Top URLs in Tweet in G2:
[7] http://www.cam.ac.uk/research/news/predicting-gentrification-through-social-networking-data
[4] http://www2016.net/proceedings/proceedings/p975.pdf
[4] http://recommend.wmflabs.org/#Recommend
[4] http://www.www2017.com.au/
[3] https://twitter.com/tomayac/status/721008416295161856
[3] http://www2016.net/proceedings/proceedings/p205.pdf
[3] http://schema.org
[2] https://docs.google.com/presentation/d/1UtgrHwBLM65T5hmw8udTmgsO9wtphX_09FpQYr09Ie8/edit?usp=sharing
[2] http://www.slideshare.net/JuliaKis/detecting-good-abandonment-in-mobile-search
[2] http://www2016.net/proceedings/proceedings/p1339.pdf

Top URLs in Tweet in G3:
[5] http://openaccess.eprints.org/index.php?/archives/1175-Tribute-to-Timbl-Tim-Berners-Lee.html
[3] https://www.bookwitty.com/text/570fb964acd0d06d9b42e04d
[2] http://plus.lapresse.ca/screens/e4c4b7bb-bab3-4438-b91d-535e79f9c0e9%7CUNx.CYXqzTEP.html
[2] http://www.ledevoir.com/societe/medias/467947/conference-internationale-world-wide-web-deux-visions-pour-rendre-le-web-plus-intelligent
[1] http://webfoundation.org/about/research/womens-rights-online-2015/
[1] http://www2016.net/proceedings/proceedings/p9.pdf
[1] http://www2016.net/proceedings/forms/proceedings.htm
[1] http://thingschema.org/
[1] http://ow.ly/i/itAFw
[1] http://Schema.org

Top URLs in Tweet in G4:
[20] https://docs.google.com/presentation/d/1UtgrHwBLM65T5hmw8udTmgsO9wtphX_09FpQYr09Ie8/edit?usp=sharing
[3] http://cs.umd.edu/~srijan/hoax/
[2] http://blog.soton.ac.uk/webteam/2016/04/15/introducing-rube/
[2] http://www2016.net/proceedings/proceedings/p975.pdf
[2] http://recommend.wmflabs.org/#Recommend
[1] http://www2016.net/proceedings/proceedings/p9.pdf
[1] https://www.instagram.com/p/BEO2Hf2yFn8/
[1] https://www.ted.com/talks/wael_ghonim_let_s_design_social_media_that_drives_real_change?language=en
[1] http://webfoundation.org/about/research/womens-rights-online-2015/

Top URLs in Tweet in G5:
[3] http://www.leds-projekt.de/de/aktuelles/2016/LEDS-auf-dem-WWW2016-Workshop-LDOW2016.html
[2] https://www.youtube.com/watch?v=FI9IJteS-5Y&feature=youtu.be
[1] http://norvig.com/Gettysburg/
[1] http://www.slideshare.net/julienplu/knowledge-extraction-in-web-media-at-the-frontier-of-nlp-machine-learning-and-semantics
[1] http://www2016.net/proceedings/proceedings/p661.pdf
[1] http://www.slideshare.net/mounialalmas/improving-postclick-user-engagement-on-native-ads-via-survival-analysis

Top URLs in Tweet in G6:
[10] http://researcher.watson.ibm.com/researcher/view.php?person=us-tho
[8] http://www2016.net/proceedings/proceedings/p9.pdf
[2] http://www2016.net/proceedings/proceedings/p531.pdf

Top URLs in Tweet in G7:
[12] https://twitter.com/Sara_2190/status/721072633178165248
[3] http://www2016.net/proceedings/proceedings/p9.pdf
[1] https://docs.google.com/presentation/d/1UtgrHwBLM65T5hmw8udTmgsO9wtphX_09FpQYr09Ie8/edit?usp=sharing
[1] http://www2016.net/proceedings/forms/proceedings.htm
[1] http://a4ai.org/affordability-report/report/2015/

Top URLs in Tweet in G8:
[1] http://www.slideshare.net/jmpujol/tracking-the-trackers-www-2016

Top URLs in Tweet in G9:
[1] http://dlrs-workshop.org/
[1] https://twitter.com/ciwschile/status/721079108801863680
[1] https://twitter.com/www2016ca/status/720699175621554177

Top Domains
Top Domains in Tweet in Entire Graph:
[30] www2016.net
[27] twitter.com
[27] google.com
[14] webfoundation.org
[14] ac.uk
[10] ibm.com
[8] a4ai.org
[6] ledevoir.com
[6] slideshare.net
[6] schema.org

Top Domains in Tweet in G1:
[12] webfoundation.org
[7] twitter.com
[7] a4ai.org
[4] ledevoir.com
[4] google.com
[4] indiana.edu
[3] wordpress.com
[3] ted.com
[3] qualtrics.com
[3] ac.uk

Top Domains in Tweet in G2:
[10] www2016.net
[8] ac.uk
[4] wmflabs.org
[4] com.au
[4] schema.org
[3] twitter.com
[3] slideshare.net
[2] google.com
[1] ted.com
[1] qualtrics.com

Top Domains in Tweet in G3:
[5] eprints.org
[3] bookwitty.com
[2] lapresse.ca
[2] www2016.net
[2] ledevoir.com
[1] webfoundation.org
[1] thingschema.org
[1] ow.ly
[1] schema.org
[1] semantic-web-journal.net

Top Domains in Tweet in G4:
[20] google.com
[3] www2016.net
[3] umd.edu
[2] ac.uk
[2] wmflabs.org
[1] instagram.com
[1] ted.com
[1] webfoundation.org

Top Domains in Tweet in G5:
[3] leds-projekt.de
[2] youtube.com
[2] slideshare.net
[1] norvig.com
[1] www2016.net

Top Domains in Tweet in G6:
[10] ibm.com
[10] www2016.net

Top Domains in Tweet in G7:
[12] twitter.com
[4] www2016.net
[1] google.com
[1] a4ai.org

Top Domains in Tweet in G8:
[1] slideshare.net

Top Domains in Tweet in G9:
[2] twitter.com
[1] dlrs-workshop.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[975] www2016
[44] www2017
[14] womensrightsonline
[14] opendata
[13] semanticweb
[13] semweb
[12] toread
[10] ia
[10] data
[10] smartcities

Top Hashtags in Tweet in G1:
[351] www2016
[12] opendata
[12] womensrightsonline
[9] gala
[9] www2017
[6] data
[6] semweb
[5] webscience
[5] ia
[4] aaronsw

Top Hashtags in Tweet in G2:
[217] www2016
[27] www2017
[10] smartcities
[7] gentrification
[6] web
[6] semantics
[6] semweb
[4] ia
[4] websemantics
[4] worldwideweb

Top Hashtags in Tweet in G3:
[118] www2016
[5] www2017
[3] bookwitty
[2] lapresseplus
[2] uqam
[2] cybersecurity
[2] opendata
[2] semanticweb
[2] recsys
[1] sameas

Top Hashtags in Tweet in G4:
[48] www2016
[2] montreal
[1] montroyal
[1] womensrightsonline
[1] semanticweb
[1] persona
[1] notamum

Top Hashtags in Tweet in G5:
[70] www2016
[6] nlproc
[3] ldow2016
[3] semanticweb
[3] machinelearning
[3] deeplearning
[3] savesd2016
[2] notallverbphrasesarecreatedequal
[2] peternorvig
[2] hiremorelinguists

Top Hashtags in Tweet in G6:
[28] www2016
[1] acordiansrock

Top Hashtags in Tweet in G7:
[29] www2016
[12] toread
[2] semanticweb
[1] peat
[1] w4a2016

Top Hashtags in Tweet in G8:
[24] www2016
[1] www2017
[1] acordiansrock

Top Hashtags in Tweet in G9:
[21] www2016
[1] democratization
[1] web
[1] cuddlytoysforall
[1] recsys2016
[1] timbernerslee
[1] oneminute

Top Hashtags in Tweet in G10:
[10] www2016

Top Words
Top Words in Tweet in Entire Graph:
[665] Words in Sentiment List#1: Positive
[183] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14220] Non-categorized Words
[15068] Total Words
[873] www2016
[189] web
[148] www2016ca
[102] data
[101] jahendler

Top Words in Tweet in G1:
[304] www2016
[77] web
[71] jahendler
[59] activism
[54] data
[47] online
[41] panel
[39] social
[36] cgutteridge
[33] open

Top Words in Tweet in G2:
[209] www2016
[82] www2016ca
[49] peternorvig
[40] semantics
[39] web
[33] obstacles
[32] successful
[32] doctorow
[32] ways
[32] laroyo

Top Words in Tweet in G3:
[91] www2016
[59] timberners_lee
[32] www2016ca
[31] web
[28] damewendydbe
[25] great
[21] marthalanefox
[21] byeee
[21] thank
[21] having

Top Words in Tweet in G4:
[42] www2016
[28] tomayac
[23] freebase
[23] wikidata
[21] paper
[20] slides
[20] great
[20] migration
[9] wikipedia
[7] web

Top Words in Tweet in G5:
[67] www2016
[15] norvig
[14] peter
[10] https
[10] web
[10] googleresearch
[9] keynote
[9] presents
[9] many
[7] without

Top Words in Tweet in G6:
[22] xamat
[19] www2016
[11] inventor
[10] thought
[10] random
[10] forests
[10] breiman
[10] today
[10] someone
[10] introduced

Top Words in Tweet in G7:
[27] www2016
[16] paper
[15] best
[12] congrats
[12] cornell
[12] grad
[12] danielmromero
[12] infoscicornell's
[12] jon
[12] kleinberg

Top Words in Tweet in G8:
[25] www2016
[12] web
[9] peter
[9] norvig
[6] best
[5] summarized
[5] state
[5] particularly
[5] semantic
[4] alexissmirnov

Top Words in Tweet in G9:
[21] www2016
[4] web
[4] norvig
[3] peter
[3] semantic
[3] great
[2] www
[2] keynote
[2] data
[2] model

Top Words in Tweet in G10:
[10] miha_jlo
[10] nice
[10] dataset
[10] testing
[10] matrix
[10] factorization
[10] models
[10] available
[10] online
[10] www2016

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[72] peter,norvig
[65] peternorvig,www2016
[43] best,paper
[42] laroyo,peternorvig
[37] semantics,web
[36] online,activism
[33] paper,award
[33] www2016,doctorow
[33] doctorow,obstacles
[33] obstacles,way

Top Word Pairs in Tweet in G1:
[36] online,activism
[23] social,action
[22] diane,mercier
[20] open,data
[19] michael,roberts
[18] peter,norvig
[13] peternorvig,www2016
[13] panel,www2016
[13] activism,panel
[12] without,equality

Top Word Pairs in Tweet in G2:
[41] peternorvig,www2016
[32] laroyo,peternorvig
[30] semantics,web
[29] www2016,doctorow
[29] doctorow,obstacles
[29] obstacles,way
[29] way,successful
[29] successful,semantics
[29] web,ways
[29] ways,overcome

Top Word Pairs in Tweet in G3:
[23] damewendydbe,timberners_lee
[21] byeee,www2016ca
[21] www2016ca,thank
[21] thank,having
[21] having,loved
[21] loved,met
[21] met,many
[21] many,great
[21] great,people
[21] people,congrats

Top Word Pairs in Tweet in G4:
[20] tomayac,slides
[20] slides,www2016
[20] www2016,paper
[20] paper,freebase
[20] freebase,wikidata
[20] wikidata,great
[20] great,migration
[7] peter,norvig
[6] norvig,www2016
[5] wikipedia,hoaxes

Top Word Pairs in Tweet in G5:
[12] peter,norvig
[6] norvig,googleresearch
[6] googleresearch,delivering
[6] delivering,keynote
[6] keynote,www2016
[6] www2016,happy
[6] happy,see
[6] see,nlproc
[6] nlproc,brought
[6] brought,up

Top Word Pairs in Tweet in G6:
[10] thought,random
[10] random,forests
[10] forests,breiman
[10] breiman,today
[10] today,someone
[10] someone,introduced
[10] introduced,real
[10] real,rf
[10] rf,inventor
[9] xamat,thought

Top Word Pairs in Tweet in G7:
[15] best,paper
[12] congrats,cornell
[12] cornell,grad
[12] grad,danielmromero
[12] danielmromero,infoscicornell's
[12] infoscicornell's,jon
[12] jon,kleinberg
[12] kleinberg,www2016
[12] www2016,best
[12] paper,toread

Top Word Pairs in Tweet in G8:
[9] peter,norvig
[5] norvig,summarized
[5] summarized,state
[5] state,web
[5] web,particularly
[5] particularly,semantic
[5] semantic,web
[5] web,www2016
[4] alexissmirnov,peter
[4] paper,award

Top Word Pairs in Tweet in G9:
[2] semantic,web
[2] peter,norvig
[2] come,www2017

Top Word Pairs in Tweet in G10:
[10] miha_jlo,nice
[10] nice,dataset
[10] dataset,testing
[10] testing,matrix
[10] matrix,factorization
[10] factorization,models
[10] models,available
[10] available,online
[10] online,www2016

Top Replied-To
Top Replied-To in Entire Graph:
@jahendler
@michaeloroberts
@googleresearch
@peternorvig
@do101mtl
@www2016ca
@i_mf25
@jessicatysu
@foucaultwelles
@ljndawson

Top Replied-To in G1:
@michaeloroberts
@do101mtl
@jahendler
@foucaultwelles
@rtroncy
@i_mf25

Top Replied-To in G2:
@peternorvig
@www2016ca
@jahendler

Top Replied-To in G3:
@kallumadi
@damewendydbe
@jahendler

Top Replied-To in G4:
@jahendler

Top Replied-To in G5:
@googleresearch

Top Mentioned
Top Mentioned in Entire Graph:
@www2016ca
@jahendler
@timberners_lee
@laroyo
@tomayac
@cgutteridge
@doctorow
@damewendydbe
@webfoundation
@marthalanefox

Top Mentioned in G1:
@jahendler
@cgutteridge
@www2016ca
@webfoundation
@codenamedmitri
@foucaultwelles
@carnetsdm
@michaeloroberts
@timberners_lee
@peternorvig

Top Mentioned in G2:
@www2016ca
@doctorow
@laroyo
@www2017perth
@marin_dim
@julia_kiseleva
@danielmromero
@dret
@peternorvig
@jahendler

Top Mentioned in G3:
@timberners_lee
@www2016ca
@damewendydbe
@marthalanefox
@jahendler
@canada
@ted_drake
@peternorvig
@amsciforum
@kwelle

Top Mentioned in G4:
@tomayac
@agandrau
@srijankedia
@rtroncy
@sschaffert
@jure
@umdcompsci
@stan
@cgutteridge
@mzurko

Top Mentioned in G5:
@googleresearch
@baharsateli
@white_gecko
@unlp_insight
@savahdati
@mzurko
@sudharam
@thelingspace
@shawnmjones
@ledsprojekt

Top Mentioned in G6:
@xamat
@msresearchnews
@canada
@timberners_lee
@ravenben

Top Mentioned in G7:
@cornell
@danielmromero
@infoscicornell
@informor
@laroyo
@www2016ca
@sara_2190
@timberners_lee
@jahendler
@doctorow

Top Mentioned in G8:
@alexissmirnov
@michawittke
@msresearchnews
@rolandguelle
@solso
@cliqz
@konarkmodi
@__name__
@sammacbeth
@jahendler

Top Mentioned in G10:
@miha_jlo

Top Tweeters
Top Tweeters in Entire Graph:
@robertore62
@mikecane
@authoruniverse
@realmusicfam
@paulawordsmith1
@metromontreal
@winnipegwatch
@ljndawson
@doctorow
@zxg_zxg_zxg

Top Tweeters in G1:
@robertore62
@benosteen
@ohashimasaki
@thugmetrics
@berkati
@fukutax
@bill_slawski
@cliffordious
@pietercolpaert
@txescu

Top Tweeters in G2:
@authoruniverse
@realmusicfam
@winnipegwatch
@doctorow
@eastreadingcom
@tabatkins
@nopiedra
@serialseb
@kaz747
@jamesgis

Top Tweeters in G3:
@jorgesetteelt
@iotsecurity2
@quotedian
@chickee
@zwetan
@marthalanefox
@sotdi
@captsolo
@kelsey_k9
@isidroaguillo

Top Tweeters in G4:
@egonwillighagen
@kozo2
@chrisamccoy
@sboissel
@jeroendedauw
@harmonia_amanda
@jospang
@sgourley
@tomayac
@datao

Top Tweeters in G5:
@sentiwire
@angelosalatino
@marcobrambi
@gigascience
@yommie_ataf
@lowlandscph
@sudharam
@thelingspace
@connietingg
@nlpandcss

Top Tweeters in G6:
@rickasaurus
@ayirpelle
@etorreborre
@xamat
@ravenben
@mohans
@cocoahn
@bigdata
@_svirdi
@etangent

Top Tweeters in G7:
@barrywellman
@vukosi
@cornell
@bgoncalves
@pgroth
@halavais
@informor
@mstrohm
@martha
@jugander

Top Tweeters in G8:
@lescarr
@hurutoriya
@msresearchnews
@jaclark
@rolandguelle
@konarkmodi
@_gooofy_
@sevenval
@alexissmirnov
@__name__

Top Tweeters in G9:
@zxg_zxg_zxg
@toritorix
@dcollinshk
@gklyne
@teorionda
@mirkastranius
@vdimarco
@gareth_tyson
@_fsuarezb
@transmeta01

Top Tweeters in G10:
@koh_t
@akinori_ito
@tori_no_s
@_akisato
@moustaki
@abhisemweb
@imadak
@headlighty
@tbertinmahieux
@miha_jlo