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openvisconf Twitter NodeXL SNA Map and Report for Monday, 25 April 2016 at 15:35 UTC
openvisconf Twitter NodeXL SNA Map and Report for Monday, 25 April 2016 at 15:35 UTC
From:
marc_smith
Uploaded on:
April 25, 2016
Short Description:
openvisconf via NodeXL http://bit.ly/1SntBiQ
@openvisconf
@jennschiffer
@kcimc
@dainabouquin
@micahstubbs
@kosamari
@arnicas
@wattenberg

Description:
Description
The graph represents a network of 294 Twitter users whose recent tweets contained "openvisconf", 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 Monday, 25 April 2016 at 15:36 UTC.

The tweets in the network were tweeted over the 8-day, 22-hour, 29-minute period from Saturday, 16 April 2016 at 17:05 UTC to Monday, 25 April 2016 at 15:34 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 : 294
Unique Edges : 555
Edges With Duplicates : 391
Total Edges : 946
Self-Loops : 120
Reciprocated Vertex Pair Ratio : 0.0843585237258348
Reciprocated Edge Ratio : 0.155591572123177
Connected Components : 33
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 254
Maximum Edges in a Connected Component : 907
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.674439
Graph Density : 0.00716259199925704
Modularity : 0.375562
NodeXL Version : 1.0.1.350

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://openvisconf.com/transcription/
[14] http://kosamari.com/presentation/openvis-2016/
[9] http://poly-graph.co/vocabulary.html
[8] https://twitter.com/OpenVisConf/status/724583531700166656
[7] https://docs.google.com/document/d/104HDHnXz5G9VIKeG-03OVfTTtvi0c9q0DCMDCtHg3-k/edit
[6] https://www.tensorflow.org
[6] https://a.tiles.mapbox.com/v4/tylermachado.poe7pml6/page.html?access_token=pk.eyJ1IjoidHlsZXJtYWNoYWRvIiwiYSI6ImNpbXY1YmMxMTAybTh1cGtrYmY3bjFiNHMifQ.e7Jn45kHrT5m2SbpSCZq5Q#15/42.3574/-71.0544
[6] http://earth.nullschool.net
[5] https://openvisconf.com/
[4] http://www.meetup.com/cascadebos/events/228752845/

Top URLs in Tweet in G1:
[7] https://twitter.com/OpenVisConf/status/724583531700166656
[6] https://openvisconf.com/transcription/
[5] https://openvisconf.com/
[3] https://twitter.com/KarenPunkPunk/status/724325647091376132/photo/1
[2] https://docs.google.com/document/d/104HDHnXz5G9VIKeG-03OVfTTtvi0c9q0DCMDCtHg3-k/edit
[2] http://giphy.com/gifs/91o6Q8CZlGljO
[1] https://openvisconf.com/#workshops
[1] https://twitter.com/ajpiano/status/724592964362608641
[1] https://openvisconf.com/#party
[1] https://twitter.com/arnicas/status/724589230794641408

Top URLs in Tweet in G2:
[10] http://kosamari.com/presentation/openvis-2016/
[9] https://openvisconf.com/transcription/
[3] http://earth.nullschool.net
[2] https://github.com/kylemcdonald/smilecnn
[2] http://playground.tensorflow.org/#activation=tanh&batchSize=10&dataset=circle®Dataset=reg-plane&learningRate=0.03®ularizationRate=0&noise=0&networkShape=4,2&seed=0.60820&showTestData=false&discretize=false&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification
[2] http://hint.fm/
[2] https://en.m.wikipedia.org/wiki/T-distributed_stochastic_neighbor_embedding
[2] https://kosamari.github.io/translucent/
[2] https://a.tiles.mapbox.com/v4/tylermachado.poe7pml6/page.html?access_token=pk.eyJ1IjoidHlsZXJtYWNoYWRvIiwiYSI6ImNpbXY1YmMxMTAybTh1cGtrYmY3bjFiNHMifQ.e7Jn45kHrT5m2SbpSCZq5Q#15/42.3574/-71.0544
[2] https://www.tensorflow.org

Top URLs in Tweet in G3:
[1] https://twitter.com/openvisconf/status/724583531700166656
[1] https://docs.google.com/document/d/104HDHnXz5G9VIKeG-03OVfTTtvi0c9q0DCMDCtHg3-k/edit
[1] https://twitter.com/arnicas/status/724589230794641408
[1] https://twitter.com/OpenVisConf/status/724593417490190340
[1] https://twitter.com/ChristiansenJen/status/724585520207110144
[1] https://openvisconf.com/transcription/
[1] https://twitter.com/kristw/status/724609896180633600
[1] https://twitter.com/OpenVisConf/status/724593056805183488

Top URLs in Tweet in G4:
[9] http://poly-graph.co/vocabulary.html
[1] https://twitter.com/jerseyscriptusa/status/722815915016847361

Top URLs in Tweet in G5:
[3] https://en.wikipedia.org/wiki/Earth%27s_magnetic_field
[3] https://twitter.com/btjakes/status/724351251199209472/photo/1
[2] https://www.tensorflow.org
[2] http://hint.fm/demo/chess/
[2] https://twitter.com/BlackiLi/status/724600136136032257/photo/1
[1] http://kosamari.com/presentation/openvis-2016/
[1] https://www.cs.toronto.edu/~kriz/cifar.html
[1] https://twitter.com/jschwabish/status/724593648965296128

Top URLs in Tweet in G6:
[3] http://earth.nullschool.net
[1] https://twitter.com/kristw/status/724609896180633600/photo/1
[1] http://kosamari.com/presentation/openvis-2016/
[1] https://openvisconf.com/transcription/
[1] https://openvisconf.com/#party

Top URLs in Tweet in G7:
[3] http://playground.tensorflow.org/
[3] https://a.tiles.mapbox.com/v4/tylermachado.poe7pml6/page.html?access_token=pk.eyJ1IjoidHlsZXJtYWNoYWRvIiwiYSI6ImNpbXY1YmMxMTAybTh1cGtrYmY3bjFiNHMifQ.e7Jn45kHrT5m2SbpSCZq5Q#15/42.3574/-71.0544
[2] https://twitter.com/openvisconf/status/715209685608083457
[1] https://en.wikipedia.org/wiki/Kernel_(image_processing)
[1] https://www.instagram.com/p/BEn52r1pdB9Thwi3ftKmyqX-4pIAVGz6igs7Ic0/
[1] https://twitter.com/openvisconf/status/720673458070364160
[1] https://www.tensorflow.org
[1] https://www.youtube.com/watch?v=GdoDLuPe-Wg

Top URLs in Tweet in G8:
[3] https://docs.google.com/document/d/104HDHnXz5G9VIKeG-03OVfTTtvi0c9q0DCMDCtHg3-k/edit
[1] https://openvisconf.com/transcription/
[1] https://twitter.com/OpenVisConf/status/724583531700166656
[1] https://twitter.com/sxywu/status/723000663282704384/photo/1

Top URLs in Tweet in G9:
[4] http://www.meetup.com/cascadebos/events/228752845/
[1] https://github.com/kylemcdonald/smilecnn
[1] http://kosamari.com/presentation/openvis-2016/

Top URLs in Tweet in G10:
[1] https://www.swarmapp.com/c/1FRgilPCty9
[1] https://twitter.com/nna_lee/status/720585702984019968/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[52] twitter.com
[28] openvisconf.com
[15] kosamari.com
[11] wikipedia.org
[11] tensorflow.org
[9] poly-graph.co
[7] google.com
[6] github.com
[6] mapbox.com
[6] nullschool.net

Top Domains in Tweet in G1:
[18] twitter.com
[15] openvisconf.com
[2] google.com
[2] github.com
[2] wikipedia.org
[2] giphy.com
[1] tensorflow.org
[1] kosamari.com
[1] mapbox.com
[1] swarmapp.com

Top Domains in Tweet in G2:
[11] kosamari.com
[10] twitter.com
[9] openvisconf.com
[5] wikipedia.org
[4] tensorflow.org
[3] github.com
[3] nullschool.net
[2] hint.fm
[2] github.io
[2] mapbox.com

Top Domains in Tweet in G3:
[6] twitter.com
[1] google.com
[1] openvisconf.com

Top Domains in Tweet in G4:
[9] poly-graph.co
[1] twitter.com

Top Domains in Tweet in G5:
[6] twitter.com
[3] wikipedia.org
[2] tensorflow.org
[2] hint.fm
[1] kosamari.com
[1] toronto.edu

Top Domains in Tweet in G6:
[3] nullschool.net
[2] openvisconf.com
[1] twitter.com
[1] kosamari.com

Top Domains in Tweet in G7:
[4] tensorflow.org
[3] twitter.com
[3] mapbox.com
[1] wikipedia.org
[1] instagram.com
[1] youtube.com

Top Domains in Tweet in G8:
[3] google.com
[2] twitter.com
[1] openvisconf.com

Top Domains in Tweet in G9:
[4] meetup.com
[1] github.com
[1] kosamari.com

Top Domains in Tweet in G10:
[1] swarmapp.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[413] openvisconf
[12] dataviz
[5] killinit
[3] iwannaplay
[3] deeplearning
[2] sketchnotes
[2] morecowbell
[2] visualization
[2] boston
[2] octopus

Top Hashtags in Tweet in G1:
[73] openvisconf
[8] dataviz
[2] dangerousdemo
[2] octopus
[2] visualization
[2] boston
[2] datascience
[1] killinit
[1] morecowbell
[1] gis

Top Hashtags in Tweet in G2:
[162] openvisconf
[4] killinit
[3] deeplearning
[2] iwannaplay
[2] sketchnotes
[2] datamining
[1] imax
[1] datavis
[1] morecowbell
[1] robot3forlife

Top Hashtags in Tweet in G3:
[26] openvisconf
[2] 강남풀싸롱01021543560
[1] pro
[1] fomo
[1] royale
[1] neuralnetworks
[1] machinelearning
[1] gethyped
[1] 선릉야구장
[1] 강남풀싸롱

Top Hashtags in Tweet in G4:
[12] openvisconf

Top Hashtags in Tweet in G5:
[40] openvisconf
[1] dataviz

Top Hashtags in Tweet in G6:
[20] openvisconf
[2] infovis

Top Hashtags in Tweet in G7:
[42] openvisconf
[1] iwannaplay
[1] dataviz
[1] gdi

Top Hashtags in Tweet in G8:
[16] openvisconf
[1] brooklynjs

Top Hashtags in Tweet in G9:
[5] openvisconf

Top Hashtags in Tweet in G10:
[9] openvisconf
[1] psyched

Top Words
Top Words in Tweet in Entire Graph:
[322] Words in Sentiment List#1: Positive
[94] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[7855] Non-categorized Words
[8272] Total Words
[627] openvisconf
[73] kosamari
[63] kcimc
[48] here
[45] neural

Top Words in Tweet in G1:
[192] openvisconf
[29] ncasenmare
[29] talk
[27] slides
[26] week
[23] next
[21] giving
[21] boston
[19] think
[18] start

Top Words in Tweet in G2:
[198] openvisconf
[48] kosamari
[37] kcimc
[19] here
[19] live
[19] neural
[14] web
[13] canvas
[13] image
[12] workers

Top Words in Tweet in G3:
[28] openvisconf
[4] excited
[4] conference
[3] data
[3] big
[3] live
[2] looking
[2] way
[2] professional
[2] gt

Top Words in Tweet in G4:
[23] jennschiffer
[20] openvisconf
[11] here
[11] enjoying
[11] renowned
[11] animal
[11] portrait
[11] painter
[11] gerard
[11] richter's

Top Words in Tweet in G5:
[42] openvisconf
[20] wattenberg
[18] viegasf
[11] learning
[10] neural
[7] machine
[7] eagereyes
[6] t
[6] visual
[6] intoduction

Top Words in Tweet in G6:
[47] openvisconf
[9] bocoup
[8] cambecc
[8] arnicas
[5] duto_guerra
[4] live
[4] guy
[4] next
[3] kcimc
[3] super

Top Words in Tweet in G7:
[44] openvisconf
[7] screen
[6] kanitw
[6] tensorflow
[6] graph
[6] great
[6] work
[5] neural
[4] feels
[4] featured

Top Words in Tweet in G8:
[27] openvisconf
[6] sxywu
[5] live
[5] zofgames
[4] notes
[3] clickable
[3] link
[3] lazy
[3] talk
[3] reconbot

Top Words in Tweet in G9:
[7] openvisconf
[4] hey
[4] participants
[4] town
[4] looking
[4] geeky
[4] stuff
[4] come
[4] css
[4] hack

Top Words in Tweet in G10:
[10] openvisconf
[3] before
[3] data
[3] vis
[3] conference
[3] imax
[2] long
[2] machine
[2] more
[2] seductive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[38] kcimc,openvisconf
[36] kosamari,openvisconf
[23] talk,openvisconf
[21] giving,talk
[20] next,week
[19] neural,net
[19] wattenberg,viegasf
[19] openvisconf,next
[18] machine,learning
[18] slide,openvisconf

Top Word Pairs in Tweet in G1:
[21] giving,talk
[21] talk,openvisconf
[18] openvisconf,next
[18] next,week
[18] week,think
[18] think,start
[18] start,slides
[18] slides,existential
[18] existential,crisis
[17] ncasenmare,giving

Top Word Pairs in Tweet in G2:
[24] kosamari,openvisconf
[21] kcimc,openvisconf
[12] web,workers
[10] here,slide
[10] slide,openvisconf
[10] openvisconf,pixels
[10] pixels,colors
[10] colors,googley
[10] googley,web
[10] workers,openvisconf

Top Word Pairs in Tweet in G4:
[11] here,openvisconf
[11] openvisconf,enjoying
[11] enjoying,renowned
[11] renowned,animal
[11] animal,portrait
[11] portrait,painter
[11] painter,gerard
[11] gerard,richter's
[11] richter's,work
[10] jennschiffer,here

Top Word Pairs in Tweet in G5:
[10] wattenberg,viegasf
[9] viegasf,openvisconf
[7] machine,learning
[7] viegasf,wattenberg
[6] visual,intoduction
[6] intoduction,machine
[6] learning,wattenberg
[5] neural,nets
[5] eagereyes,visual
[4] openvisconf,https

Top Word Pairs in Tweet in G6:
[6] cambecc,openvisconf
[5] duto_guerra,openvisconf
[4] openvisconf,bocoup
[3] kcimc,openvisconf
[3] live,notes
[3] notes,openvisconf
[3] _inundata,seen
[3] seen,wind
[3] wind,map
[3] map,guy

Top Word Pairs in Tweet in G7:
[4] tensorflow,graph
[4] graph,screen
[4] screen,feels
[4] feels,great
[4] great,work
[4] work,featured
[4] featured,openvisconf
[4] openvisconf,keynote
[4] keynote,again
[3] kanitw,tensorflow

Top Word Pairs in Tweet in G8:
[5] zofgames,openvisconf
[4] openvisconf,live
[4] live,notes
[3] notes,clickable
[3] clickable,link
[3] link,lazy
[3] lazy,openvisconf
[2] omgomgomgomg,starting
[2] starting,openvisconf
[2] goodbye,performance

Top Word Pairs in Tweet in G9:
[4] hey,openvisconf
[4] openvisconf,participants
[4] participants,town
[4] town,looking
[4] looking,geeky
[4] geeky,stuff
[4] stuff,come
[4] come,css
[4] css,hack
[4] hack,night

Top Word Pairs in Tweet in G10:
[2] long,before
[2] before,machine
[2] machine,more
[2] more,seductive
[2] seductive,human
[2] human,kcimc
[2] kcimc,openvisconf
[2] yeah,data
[2] data,vis
[2] vis,conference

Top Replied-To
Top Replied-To in Entire Graph:
@openvisconf
@ncasenmare
@arnicas
@sxywu
@cambecc
@jennschiffer
@kristw
@duto_guerra
@tonyhschu
@asignia

Top Replied-To in G1:
@openvisconf
@ncasenmare
@tonyhschu
@camoesjo
@ccacaptioning
@daniellynds
@ncdhc
@fredbenenson
@kevinshowkat
@nigelhawtin

Top Replied-To in G2:
@openvisconf
@asignia
@brianloveswords
@viegasf
@kwbroman
@projectjupyter
@whitecoatcapxg
@tafsiri
@kcimc
@hadleywickham

Top Replied-To in G4:
@jennschiffer

Top Replied-To in G5:
@viegasf
@wattenberg

Top Replied-To in G6:
@arnicas
@cambecc
@kristw
@duto_guerra
@patriciogv
@cherdarchuk
@officeofjane
@eagereyes
@kadamwhite
@ireneros

Top Replied-To in G7:
@kosamari
@kamilahjae

Top Replied-To in G8:
@sxywu
@reconbot

Top Mentioned
Top Mentioned in Entire Graph:
@openvisconf
@kosamari
@kcimc
@wattenberg
@viegasf
@jennschiffer
@ncasenmare
@micahstubbs
@kanitw
@bocoup

Top Mentioned in G1:
@openvisconf
@ncasenmare
@kcimc
@kosamari
@neaq
@micahstubbs
@christiansenjen
@karenpunkpunk
@rachelbinx
@jennschiffer

Top Mentioned in G2:
@kosamari
@kcimc
@openvisconf
@wattenberg
@viegasf
@ana_becker
@whitecoatcapxg
@asignia
@arnicas
@arvindsatya1

Top Mentioned in G4:
@jennschiffer
@openvisconf
@kosamari
@mosdefofficial
@talibkweli
@laurynhill

Top Mentioned in G5:
@wattenberg
@viegasf
@eagereyes
@kosamari
@openvisconf
@shancarter
@kanitw
@hannah_recht
@kerryrodden
@btjakes

Top Mentioned in G6:
@openvisconf
@bocoup
@cambecc
@arnicas
@kcimc
@kosamari
@duto_guerra
@_inundata
@wattenberg
@viegasf

Top Mentioned in G7:
@kanitw
@micahstubbs
@boblannon
@openvisconf
@jschwabish
@kcimc
@policyviz
@kosamari
@benchartoff
@tafsiri

Top Mentioned in G8:
@openvisconf
@zofgames
@sxywu
@kcimc
@wattenberg
@viegasf
@frostickle
@asignia
@whitecoatcapxg
@christiansenjen

Top Mentioned in G9:
@daigofuji
@openvisconf
@kcimc
@kosamari

Top Mentioned in G10:
@kcimc
@tajcarson
@arcolano
@openvisconf
@nna_lee

Top Tweeters
Top Tweeters in Entire Graph:
@southwestair
@damianome
@thugmetricsnews
@homeaiinfo
@buntomat
@benaryorg
@talibkweli
@lyft
@tinysubversions
@jennschiffer

Top Tweeters in G1:
@buntomat
@benaryorg
@harvardbiz
@pixelbeat
@dorisphanic
@heymrbass
@pamela_drouin
@fredbenenson
@_xxyy
@mikethebbop

Top Tweeters in G2:
@thugmetricsnews
@sentiwire
@guaschetti
@alan_reid
@ykro
@stenoknight
@brianloveswords
@txescu
@hadleywickham
@kosamari

Top Tweeters in G3:
@albertocairo
@abtran
@0i021543560
@moritz_stefaner
@dtsn
@spsaaibi
@supersgp
@james_womack
@crazyjaco
@trinary

Top Tweeters in G4:
@damianome
@talibkweli
@jennschiffer
@proftomcrick
@evilchili
@d_run
@huertanix
@celesteasaurus
@briankardell
@jakeboxer

Top Tweeters in G5:
@homeaiinfo
@briantrice
@homeainews
@eagereyes
@timelyportfolio
@napo
@bessiehyde
@awoodruff
@aina_borras
@scottberinato

Top Tweeters in G6:
@tinysubversions
@hrbrmstr
@neuromusic
@arnicas
@kajrietberg
@kadamwhite
@aparrish
@loususi
@andrewadavidson
@dashingd3js

Top Tweeters in G7:
@tylermachado
@aneesha
@boulabiar
@boblannon
@jschwabish
@jorydotcom
@chrys
@benchartoff
@vlandham
@kanitw

Top Tweeters in G8:
@reconbot
@frostickle
@tarekisfree
@tojyouso
@sxywu
@andriygazin
@zofgames

Top Tweeters in G9:
@mkivikoski
@daigofuji
@ericwbailey
@mattsurabian

Top Tweeters in G10:
@cupofnestor
@arcolano
@nna_lee
@tajcarson