siggraph, Twitter, 4/22/2019 8:48:55 PM, 194567


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siggraph_2019-04-22_09-01-31.xlsx
siggraph_2019-04-22_09-01-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 22, 2019
Short Description:
siggraph via NodeXL http://bit.ly/2ViVelQ
@siggraph
@tomaszbednarz
@noah_a_s
@jasonrmsmith
@mike_fricker
@keenanisalive
@gamedevshay
@riozilla
@tonyrogersvaai
@nvidia

Top hashtags:
#siggraph2019
#siggraph
#cg
#ue4
#ieeecga
#vr
#ieeevis
#dataviz
#infovis

Description:
Description
The graph represents a network of 674 Twitter users whose tweets in the requested range contained "siggraph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 22 April 2019 at 16:01 UTC.

The requested start date was Monday, 22 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 40-minute period from Monday, 08 April 2019 at 01:06 UTC to Sunday, 21 April 2019 at 23:47 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

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 : 674
Unique Edges : 806
Edges With Duplicates : 243
Total Edges : 1049
Number of Edge Types : 3
Mentions : 759
Tweet : 217
Replies to : 73
Self-Loops : 217
Reciprocated Vertex Pair Ratio : 0.0348675034867503
Reciprocated Edge Ratio : 0.0673854447439353
Connected Components : 156
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 331
Maximum Edges in a Connected Component : 678
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.105717
Graph Density : 0.00163579525663467
Modularity : 0.610545
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://twitter.com/siggraph/status/1116087253095395329
[7] https://30seconds.com/mom/tip/18081/30Seconds-Chat-Month-of-the-Military-Child-Honoring-Our-Youngest-Heroes-With-Alex-Bryant
[7] https://blog.siggraph.org//2019/04/physics-forests-using-machine-learning-for-real-time-fluid-simulation.html/
[6] https://twitter.com/tominobot/status/1119104896907632642
[5] https://www.pogoport.com/zbrush-tutorial-hd-pixologic-zbrush-siggraph-2012-part2/
[5] https://www.youtube.com/watch?v=c3orYwyuRz4

[5] https://www.awn.com/news/marvel-studios-victoria-alonso-deliver-keynote-address-siggraph-2019
[5] https://s2019.siggraph.org/conference/programs-events/keynote-session/
[5] http://www.animationmagazine.net/events/marvels-victoria-alonso-to-keynote-siggraph-19/
[5] https://sa2019.siggraph.org/submissions/xr

Top URLs in Tweet in G1:
[5] https://s2019.siggraph.org/conference/programs-events/keynote-session/
[4] https://mailchi.mp/siggraph/be-a-part-of-the-regions-largest-computer-graphics-event
[3] https://s2019.siggraph.org/conference/programs-events/real-time-live/real-time-live-submissions/
[3] https://s2019.siggraph.org/conference/programs-events/posters/posters-submissions/
[3] https://www.siggraph.org/participate/membership/
[3] https://blog.siggraph.org/2019/04/using-technology-to-relieve-stress.html/
[3] https://s2019.siggraph.org/attend/why-attend/
[3] https://twitter.com/siggraph/status/1116087253095395329
[2] https://www.youtube.com/watch?v=bsIq_4uBnNw&feature=youtu.be

[2] https://www.facebook.com/groups/176863346531740/

Top URLs in Tweet in G2:
[5] https://www.pogoport.com/zbrush-tutorial-hd-pixologic-zbrush-siggraph-2012-part2/
[4] https://www.awn.com/news/marvel-studios-victoria-alonso-deliver-keynote-address-siggraph-2019
[3] http://www.4gamer.net/games/210/G021014/20151106112/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/siggraph/status/1116087253095395329
[2] https://www.shootonline.com/news/marvel-studios%C2%A0victoria-alonso-keynote-siggraph-2019?utm_source=dlvr.it&utm_medium=twitter
[2] https://gfxspeak.com/2019/04/12/studios-victoria-siggraph/
[2] https://www.ftrack.com/en/2019/04/free-entry-to-siggraph-2019-with-code-ftrack19.html
[2] http://www.geotests.net/couleurs/frequences_en.html#ce
[2] http://www.4gamer.net/games/999/G999902/20151111116/?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.4gamer.net/games/210/G021014/20151102070/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[2] https://twitter.com/siggraph/status/1116087253095395329
[2] https://sa2019.siggraph.org//
[1] https://www.siggraph.org/participate/membership/
[1] https://twitter.com/swainrob/status/1116559789205573633
[1] https://twitter.com/nsf/status/1118957594390016000
[1] https://sa2019.siggraph.org/submissions/technical-papers
[1] http://visualisation.matters.today
[1] https://www.meetup.com/en-AU/Khronos-Sydney-Chapter/events/260656590/
[1] http://kesen.realtimerendering.com/sig2019.html
[1] https://mailchi.mp/aee7ce2c093b/announcement-invitation-to-acm-siggraph-symposium-oninteractive-3d-graphics-and-games

Top URLs in Tweet in G4:
[1] https://github.com/muskie82/AR-Depth-cpp

Top URLs in Tweet in G5:
[2] https://techbookfest.org/event/tbf06/circle/64210001
[1] https://www.youtube.com/watch?v=vU_SBt7GJ6A&feature=youtu.be

[1] https://www2.sonycsl.co.jp/person/rekimoto/holowall/
[1] https://twitter.com/aktona/status/1115183193362030592
[1] https://vron.jp/2019/04/08/siggraphasia2019/

Top URLs in Tweet in G6:
[1] https://www.inverse.com/article/54578-avengers-endgame-theory-spoilers-newest-trailer-xandar-morag?utm_campaign=organic&utm_medium=inverse&utm_source=twitter

Top URLs in Tweet in G7:
[7] https://30seconds.com/mom/tip/18081/30Seconds-Chat-Month-of-the-Military-Child-Honoring-Our-Youngest-Heroes-With-Alex-Bryant
[1] https://education.siggraph.org/conferences/annual-conference/siggraph-2019/fssw_call
[1] https://s2019.siggraph.org/conference/programs-events/real-time-live/real-time-live-submissions/
[1] https://sprou.tt/1uyoRMzfwr2

Top URLs in Tweet in G8:
[1] https://s2019.siggraph.org/attend/why-attend/

Top URLs in Tweet in G9:
[1] http://www.ipam.ucla.edu/abstract/?tid=15468&pcode=GLWS1
[1] https://s2019.siggraph.org/conference/programs-events/organization-events/doctoral-consortium/

Top Domains
Top Domains in Tweet in Entire Graph:
[78] siggraph.org
[43] twitter.com
[30] youtube.com
[9] sprou.tt
[8] awn.com
[7] 4gamer.net
[7] animationmagazine.net
[7] 30seconds.com
[6] mailchi.mp
[5] meetup.com

Top Domains in Tweet in G1:
[49] siggraph.org
[12] twitter.com
[8] sprou.tt
[5] youtube.com
[5] mailchi.mp
[2] facebook.com
[2] techcrunch.com
[2] variety.com
[2] vfx-online.com
[2] bee2b.io

Top Domains in Tweet in G2:
[10] twitter.com
[8] youtube.com
[7] 4gamer.net
[6] awn.com
[5] siggraph.org
[5] instagram.com
[5] pogoport.com
[4] vimeo.com
[2] footy90.com
[2] shootonline.com

Top Domains in Tweet in G3:
[4] twitter.com
[4] siggraph.org
[1] matters.today
[1] meetup.com
[1] realtimerendering.com
[1] mailchi.mp

Top Domains in Tweet in G4:
[1] github.com

Top Domains in Tweet in G5:
[2] techbookfest.org
[1] youtube.com
[1] co.jp
[1] twitter.com
[1] vron.jp

Top Domains in Tweet in G6:
[1] inverse.com

Top Domains in Tweet in G7:
[7] 30seconds.com
[2] siggraph.org
[1] sprou.tt

Top Domains in Tweet in G8:
[1] siggraph.org

Top Domains in Tweet in G9:
[1] ucla.edu
[1] siggraph.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[113] siggraph2019
[45] siggraph
[19] cg
[19] ue4
[18] ieeecga
[15] vr
[15] ieeevis
[14] dataviz
[14] infovis
[14] monthofthemilitarychild



Top Hashtags in Tweet in G1:
[83] siggraph2019
[13] cg
[13] vr
[11] siggraphasia
[10] ar
[8] acmsiggraph
[8] siggraphasia2019
[7] siggraph
[7] nationalvolunteerweek
[6] sv

Top Hashtags in Tweet in G2:
[25] siggraph
[18] ieeecga
[15] ieeevis
[14] dataviz
[14] infovis
[13] visualanalytics
[13] color
[11] durhamcountylib
[8] colourlovers
[8] albers_lucy

Top Hashtags in Tweet in G3:
[5] siggraph2019
[3] cg
[3] siggraph
[2] demoscene
[1] acmsiggraph
[1] siggraphasia
[1] tech
[1] interactive
[1] brisbane
[1] caf

Top Hashtags in Tweet in G5:
[12] vrsionup
[2] 技術書典6
[2] kmnz
[2] augmentation
[1] 技術書典
[1] sa18rtl
[1] sa2019
[1] siggraphasia

Top Hashtags in Tweet in G6:
[1] avengersendgame
[1] siggraph2019

Top Hashtags in Tweet in G7:
[14] monthofthemilitarychild
[12] 30seconds
[9] siggraph2019
[9] milkids
[9] purpleup
[7] momc
[7] military
[1] ar
[1] vr

Top Hashtags in Tweet in G8:
[19] ue4
[2] siggraph2019
[1] unreal
[1] siggraph

Top Hashtags in Tweet in G10:
[1] redshift
[1] vray
[1] cycles
[1] arnold
[1] renderman
[1] octane
[1] modo
[1] siggraph

Top Words
Top Words in Tweet in Entire Graph:
[570] Words in Sentiment List#1: Positive
[125] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13053] Non-categorized Words
[13748] Total Words
[401] siggraph
[113] #siggraph2019
[77] 2019
[62] keynote
[61] victoria

Top Words in Tweet in G1:
[134] siggraph
[83] #siggraph2019
[27] out
[25] keynote
[24] siggraphasia
[24] victoria
[24] alonso
[23] news
[22] marvelstudios
[19] 2019

Top Words in Tweet in G2:
[85] siggraph
[29] 2019
[25] #siggraph
[25] marvel
[25] victoria
[25] alonso
[24] keynote
[19] studios
[18] #ieeecga
[15] #ieeevis

Top Words in Tweet in G3:
[18] siggraph
[9] siggraphasia
[8] 2019
[7] asia
[6] chair
[5] 2018
[5] art
[5] #siggraph2019
[4] tomaszbednarz
[4] news

Top Words in Tweet in G4:
[24] 昨年のsiggraph
[24] asia2018でfacebook
[24] ai
[24] researchから発表された
[24] vslamのスパースなdepth
[24] mapをdensifyする手法を実装してみましたー
[23] muskie_cv
[23] 最適化はeigenの共役勾配法に投げたので論文で書かれてるほどの

Top Words in Tweet in G5:
[12] 技術書典6のお品書きです
[12] キャラクタモーションを扱う深層学習と
[12] pythonの特殊変数
[12] 特殊関数について合同本です
[12] 紙媒体
[12] 電子書籍付き
[12] が1000円で
[12] 電子書籍のみが800円になります
[12] #vrsionup
[12] スタジオツアー準備進行中

Top Words in Tweet in G6:
[4] scobleizer
[4] noah_a_s
[4] rabovitz
[4] charliefink
[4] chrisgrayson
[4] theken_miller
[4] noazark
[4] dzierler
[4] infiniteretina
[3] tonyrogersvaai

Top Words in Tweet in G7:
[14] siggraph
[14] #monthofthemilitarychild
[14] let's
[14] honor
[14] service
[14] youngest
[14] heroes
[14] alex
[14] bryant
[12] #30seconds

Top Words in Tweet in G8:
[19] #ue4
[18] mike_fricker
[18] team
[18] won
[18] emmy
[18] s
[18] use
[18] filmmaking
[18] shiny
[18] main

Top Words in Tweet in G9:
[11] keenanisalive
[11] siggraph
[8] heat
[7] here's
[7] video
[7] talk
[7] gave
[7] last
[7] week
[7] ipam

Top Words in Tweet in G10:
[2] allegorithmic
[2] sebdeguy
[2] realtime
[2] update
[2] smart
[2] minds
[2] think
[2] similar
[2] want
[2] collaborate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[59] victoria,alonso
[50] siggraph,2019
[41] siggraph,asia
[29] real,time
[27] keynote,speaker
[26] computer,graphics
[24] marvel,studios
[24] 昨年のsiggraph,asia2018でfacebook
[24] asia2018でfacebook,ai
[24] ai,researchから発表された

Top Word Pairs in Tweet in G1:
[23] victoria,alonso
[17] find,out
[17] keynote,speaker
[14] 2d,animated
[14] animated,short
[14] short,whatweremeantfo
[14] whatweremeantfo,takes
[14] takes,storytelling
[14] storytelling,loss
[14] loss,mental

Top Word Pairs in Tweet in G2:
[26] siggraph,2019
[25] victoria,alonso
[19] marvel,studios
[14] #dataviz,#infovis
[13] siggraph,asia
[13] studios,victoria
[11] alonso,keynote
[10] alonso,deliver
[10] deliver,keynote
[8] real,time

Top Word Pairs in Tweet in G3:
[7] siggraph,asia
[4] asia,2019
[4] 2018,chair
[4] chair,ken
[3] asia,2018
[3] i3d,2019
[3] 2019,leading
[3] leading,conference
[3] conference,real
[3] real,time

Top Word Pairs in Tweet in G4:
[24] 昨年のsiggraph,asia2018でfacebook
[24] asia2018でfacebook,ai
[24] ai,researchから発表された
[24] researchから発表された,vslamのスパースなdepth
[24] vslamのスパースなdepth,mapをdensifyする手法を実装してみましたー
[23] muskie_cv,昨年のsiggraph
[23] mapをdensifyする手法を実装してみましたー,最適化はeigenの共役勾配法に投げたので論文で書かれてるほどの

Top Word Pairs in Tweet in G5:
[12] 技術書典6のお品書きです,キャラクタモーションを扱う深層学習と
[12] キャラクタモーションを扱う深層学習と,pythonの特殊変数
[12] pythonの特殊変数,特殊関数について合同本です
[12] 特殊関数について合同本です,紙媒体
[12] 紙媒体,電子書籍付き
[12] 電子書籍付き,が1000円で
[12] が1000円で,電子書籍のみが800円になります
[12] #vrsionup,スタジオツアー準備進行中
[12] スタジオツアー準備進行中,wfleソリューション事業部協力によるデモが動きはじめました
[12] wfleソリューション事業部協力によるデモが動きはじめました,reality

Top Word Pairs in Tweet in G6:
[4] scobleizer,noah_a_s
[4] noah_a_s,rabovitz
[4] rabovitz,charliefink
[4] charliefink,chrisgrayson
[4] chrisgrayson,theken_miller
[4] theken_miller,noazark
[4] noazark,dzierler
[4] dzierler,infiniteretina
[3] tonyrogersvaai,scobleizer
[3] magic,leap

Top Word Pairs in Tweet in G7:
[14] #monthofthemilitarychild,let's
[14] let's,honor
[14] honor,service
[14] service,youngest
[14] youngest,heroes
[14] heroes,alex
[14] alex,bryant
[11] #30seconds,chat
[11] bryant,join
[9] chat,#monthofthemilitarychild

Top Word Pairs in Tweet in G8:
[18] team,won
[18] won,emmy
[18] emmy,#ue4
[18] #ue4,s
[18] s,use
[18] use,filmmaking
[18] filmmaking,shiny
[18] shiny,main
[18] main,contribution
[18] contribution,new

Top Word Pairs in Tweet in G9:
[7] here's,video
[7] video,talk
[7] talk,gave
[7] gave,last
[7] last,week
[7] week,ipam
[7] ipam,workshop
[7] workshop,heat
[7] heat,methods
[7] methods,geometry

Top Word Pairs in Tweet in G10:
[2] allegorithmic,sebdeguy
[2] sebdeguy,realtime
[2] realtime,update
[2] update,smart
[2] smart,minds
[2] minds,think
[2] think,similar
[2] similar,want
[2] want,collaborate
[2] collaborate,love

Top Replied-To
Top Replied-To in Entire Graph:
@siggraph
@thephysicsgirl
@casualeffects
@vfxblog
@greggkatano
@imanolfotia
@tofu_ware
@ken_bauer
@miazamoraphd
@he_bot8

Top Replied-To in G1:
@siggraph
@vfxblog
@jonmanatee
@he_bot8
@ken_bauer
@tofu_ware
@imanolfotia
@greggkatano
@miazamoraphd
@bachmatiuk

Top Replied-To in G3:
@abductee_org
@aero_eresearch
@parastooabtahi

Top Replied-To in G6:
@scobleizer
@tonyrogersvaai

Top Replied-To in G8:
@mike_fricker

Top Replied-To in G9:
@brunolevy01
@fortrancookie
@celeph

Top Replied-To in G10:
@xrossfader

Top Mentioned
Top Mentioned in Entire Graph:
@siggraph
@siggraphasia
@marvelstudios
@muskie_cv
@whatweremeantfo
@mike_fricker
@keenanisalive
@taketake_ponpon
@vrstudiolab

Top Mentioned in G1:
@siggraph
@marvelstudios
@siggraphasia
@whatweremeantfo
@sa2019brisbane
@siggraphsv
@siggraphasiasv
@s
@vfxblog
@tmasson

Top Mentioned in G2:

Top Mentioned in G3:
@siggraphasia
@siggraph
@tomaszbednarz
@dianaloren31
@johnhildeb
@lesleywyborn
@markagray
@marcodela83
@jamesmunroenl
@svendowideit

Top Mentioned in G4:
@muskie_cv

Top Mentioned in G5:
@taketake_ponpon
@vrstudiolab
@o_ob

Top Mentioned in G6:
@noah_a_s
@rabovitz
@charliefink
@chrisgrayson
@theken_miller
@noazark
@dzierler
@infiniteretina
@scobleizer
@tonyrogersvaai

Top Mentioned in G7:
@siggraph
@official_alexb_
@mnsrtsjs
@30seconds
@marvelstudios
@renee_herren
@siggraphedforum
@richonown
@whatweremeantfo
@militarydotcom

Top Mentioned in G8:
@mike_fricker
@siggraph
@marvelstudios

Top Mentioned in G9:
@keenanisalive
@siggraph
@ipam_ucla
@justinmsolomon
@nervous_jesse

Top Mentioned in G10:
@allegorithmic
@sebdeguy
@maxon3d
@ymmanuel_who
@adskmaya
@sidefx
@adsk3dsmax
@blender_org
@foundrymodo
@insydium

Top Tweeters
Top Tweeters in Entire Graph:
@businessinsider
@kingyo_sou
@somnium
@footy90com
@game_devbot
@jeffsonstein
@rthekrak3n
@pogo_port
@orga_ogop
@muzi_kha

Top Tweeters in G1:
@businessinsider
@jeffsonstein
@variety
@techcrunch
@verge
@dihuang
@venturebeat
@ochyai
@io9
@highlighthwd

Top Tweeters in G2:
@footy90com
@rthekrak3n
@pogo_port
@orga_ogop
@muzi_kha
@chris19thws
@mikibear_
@digiponta
@afnewsinfo
@santarh

Top Tweeters in G3:
@rowlandm
@1n9r1d
@atreloar
@mpfl
@muratkurtube
@livermore_lab
@artdesignunsw
@aero_eresearch
@svendowideit
@tomaszbednarz

Top Tweeters in G4:
@vaaaaanquish
@lifeslash
@ubu369
@butvbox
@activecontour
@nikq
@unanancyowen
@menphim
@sleeping_michi
@dizzy_my_future

Top Tweeters in G5:
@somnium
@izm
@gravitino
@tomopy03
@rateionn
@o_ob
@korinvr
@naginagi_home
@miyan_
@redglasses67

Top Tweeters in G6:
@att
@scobleizer
@theken_miller
@tomemrich
@skarredghost
@noah_a_s
@chrisgrayson
@dzierler
@irenacronin
@charliefink

Top Tweeters in G7:
@procm2
@30seconds
@richonown
@elisatalk
@johnreichardwes
@usairforce
@official_alexb_
@militarydotcom
@tweenspot
@uscg

Top Tweeters in G8:
@astro_erik
@iveytron
@epiccog
@jamalcodes
@jasonrmsmith
@timsweeneyepic
@timhobsonue4
@dreckerr
@damien_gmn
@ldelayen

Top Tweeters in G9:
@nholzschuch
@nomad421
@fkmlch
@fatgarfieldj
@vm_braindumps
@celeph
@guillaumerandon
@brunolevy01
@nervous_jesse
@ipam_ucla

Top Tweeters in G10:
@allegorithmic
@maxon3d
@xrossfader
@sebdeguy
@raphaelrau
@adskmaya
@adsk3dsmax
@sidefx
@insydium
@ymmanuel_who


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