siggraph, Twitter, 3/25/2019 9:55:21 PM, 191663


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siggraph_2019-03-25_11-06-55.xlsx
siggraph_2019-03-25_11-06-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2019
Short Description:
siggraph via NodeXL http://bit.ly/2JBkwHg
@siggraph
@fleurdevie
@peter_shirley
@nvidia
@siggraphasia
@sa2019brisbane
@mickeltweets
@_cwyman_
@johndraisey
@vrst2019

Top hashtags:
#siggraph2019
#siggraph
#vr
#vfx
#gtc
#demoscene
#ar
#gdc
#mr
#ieeevis

Description:
Description
The graph represents a network of 588 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, 25 March 2019 at 18:07 UTC.

The requested start date was Monday, 25 March 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, 23-hour, 27-minute period from Monday, 11 March 2019 at 00:02 UTC to Sunday, 24 March 2019 at 23:29 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 : 588
Unique Edges : 655
Edges With Duplicates : 243
Total Edges : 898
Number of Edge Types : 3
Replies to : 105
Mentions : 534
Tweet : 259
Self-Loops : 259
Reciprocated Vertex Pair Ratio : 0.0515653775322284
Reciprocated Edge Ratio : 0.0980735551663748
Connected Components : 173
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 303
Maximum Edges in a Connected Component : 556
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.726333
Graph Density : 0.00165432442142104
Modularity : 0.589887
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] http://enhanced-vision.siggraph.org/wp/composition-fukushima-2011/
[8] https://s2019.siggraph.org/conference/programs-events/computer-animation-festival/electronic-theater/electronic-theater-submissions/
[7] http://kenjikojima.com/fukushima2011/
[5] https://itunes.apple.com/us/podcast/computing-across-disciplines-acm-fca/id1343291301?mt=2
[4] https://twitter.com/ACM_president/status/1109166590669422592
[3] http://www.4gamer.net/games/210/G021014/20151102070/?utm_source=dlvr.it&utm_medium=twitter
[3] http://www.4gamer.net/games/210/G021014/20151106112/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.youtube.com/watch?v=c3orYwyuRz4

[3] https://blog.siggraph.org/2019/03/nurdin-momodu-talks-whats-next-for-animation-in-nigeria.html/
[3] http://cseweb.ucsd.edu/~ravir/glints.pdf

Top URLs in Tweet in G1:
[12] http://enhanced-vision.siggraph.org/wp/composition-fukushima-2011/
[7] http://kenjikojima.com/fukushima2011/
[3] https://www.youtube.com/watch?v=c3orYwyuRz4

[3] http://www.4gamer.net/games/210/G021014/20151102070/?utm_source=dlvr.it&utm_medium=twitter
[3] http://www.4gamer.net/games/210/G021014/20151106112/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.gofundme.com/zach039s-siggraph-2019-trip?pc=tw_dn_cpgntopnavlarge_r&rcid=r01-155226269168-71225895511548c0
[2] https://www.gofundme.com/zach039s-siggraph-2019-trip?pc=tw_dn_cpgntopnavlarge_r&rcid=r01-155242576594-4b0abc38b07f49b9
[2] https://twitter.com/siggraph
[2] http://morimo2.info/W1aQ?h=urx.red
[2] http://www.4gamer.net/games/999/G999902/20151111116/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[6] https://s2019.siggraph.org/conference/programs-events/computer-animation-festival/electronic-theater/electronic-theater-submissions/
[4] https://twitter.com/ACM_president/status/1109166590669422592
[2] https://www.roadtovr.com/facebook-shows-off-research-aiming-deliver-truly-realistic-avatars/
[2] https://s2019.siggraph.org/conference/programs-events/computer-animation-festival/vr-theater/vr-theater-submissions
[2] https://www.siggraph.org/participate/membership
[2] https://www.facebook.com/permalink.php?story_fbid=2577162042299186&id=113401685341913&__xts__[0]=68.ARAc91BnsHRiebP5WdjZhWNLqiisoeMBKIl0tQRVg7QC-tkKkcFhS0ALbG_8hyF_jJms-YJBOAr9XOhPhZ3dLzplE4ygMsDrs35JO-TJwm_jap2Z7ZQWzrObu5jbBnMq7555WpbU_fS4otc3tS1ZU2vFVP_KHj-IwSS7C-91kWRjvDzwmafNRBPb7-bOGt40UTR51HOet3RU8SUy-BcZVTovCLZ5Twjr5h0Vg4JDn_CNJZ4NzyyJv_J60OIIw-2eXFtaroZx2aSgBzJa7lJHi8ERNl4OQep8nnHhkxo_nmzG9E6fvsRh1spaVPE6U-CELrmbuT11UTiV_0zemMNIoQ&__tn__=-R
[2] https://twitter.com/magicleapdevs/status/1105881286638489601
[1] https://itunes.apple.com/us/podcast/computing-across-disciplines-acm-fca/id1343291301?mt=2
[1] https://twitter.com/siggraph/status/1109900444246134786
[1] https://blog.siggraph.org/2019/03/siggraph-spotlight-episode-22-women-in-computer-graphics.html/

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=Ge427_2VORo&feature=youtu.be

[2] https://www.youtube.com/watch?v=hrARRDrawIQ&feature=youtu.be

[1] https://www.eventbrite.ca/e/cg-spotlight-02-tickets-55225041586
[1] https://cg-spotlight.eventbrite.ca
[1] https://www.cs.drexel.edu/~david/Classes/Papers/p129-amanatides.pdf
[1] https://www.cs.drexel.edu/~david/Classes/Papers/p297-gardner.pdf
[1] https://www.youtube.com/watch?v=Zg0Zaiarlpk&feature=youtu.be

[1] https://www.youtube.com/watch?v=hlAxkJGeAT0&feature=youtu.be

[1] https://s2018.siggraph.org/presentation/?id=gensubcur_104&sess=sess268
[1] https://www.nvidia.com/en-us/events/gdc/

Top URLs in Tweet in G4:
[4] https://itunes.apple.com/us/podcast/computing-across-disciplines-acm-fca/id1343291301?mt=2
[2] https://twitter.com/siggraph/status/1104140349893693442
[2] https://blog.siggraph.org/2019/03/nurdin-momodu-talks-whats-next-for-animation-in-nigeria.html/
[1] https://sprou.tt/11uHt8NNj5c
[1] https://sprou.tt/11yvBIjPZQs
[1] http://vfxvoice.com/the-new-artificial-intelligence-frontier-of-vfx/?fbclid=IwAR0YJXMZnpNMyisiUbKfoIWC90ibSIsnN8MVq18-M6Ii8CyilpsyYmEe4JQ
[1] https://twitter.com/theofficialacm/status/1100866610884153345
[1] https://twitter.com/wia_animation/status/1104094506864001026
[1] https://sprou.tt/1fVDBnwB5Rw
[1] http://www.mediakwest.com/communaute/item/3d-vfx-vr-ar-l-innovation-francaise-au-top-au-siggraph-2018.html

Top URLs in Tweet in G5:
[1] https://twitter.com/siggraph/status/1109500303420862465
[1] https://s2019.siggraph.org/conference/programs-events/virtual-augmented-and-mixed-reality/virtual-augmented-and-mixed-reality-submissions/

Top URLs in Tweet in G6:
[1] https://twitter.com/siggraph/status/1105876441621762049
[1] https://keycontent.org/Event?itemId=1060
[1] https://www.youtube.com/watch?v=iC8KHkoZR8k


Top URLs in Tweet in G7:
[1] https://www.anandtech.com/show/10222/nvidia-announces-tesla-p100-accelerator-pascal-power-for-hpc

Top URLs in Tweet in G8:
[2] https://www.siggraph.org/discover/inspiration/member-profiles/nicholas-f-polys
[1] https://vrst.acm.org/vrst2019/submissions/
[1] https://sap.acm.org/2019/cfp.php

Top URLs in Tweet in G9:
[1] https://s2019.siggraph.org/conference/programs-events/computer-animation-festival/vr-theater/vr-theater-submissions/

Top URLs in Tweet in G10:
[1] https://gputechconf2019.smarteventscloud.com/connect/sessionDetail.ww?SESSION_ID=294907&tclass=popup&linkId=100000005376389#.XIa_tmlsC-A.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[67] siggraph.org
[36] twitter.com
[28] youtube.com
[11] sprou.tt
[8] 4gamer.net
[8] gofundme.com
[7] apple.com
[7] kenjikojima.com
[6] lnkd.in
[6] ucsd.edu

Top Domains in Tweet in G1:
[21] siggraph.org
[8] twitter.com
[8] youtube.com
[8] sprou.tt
[8] 4gamer.net
[7] kenjikojima.com
[7] gofundme.com
[6] lnkd.in
[3] vimeo.com
[2] graphixly.com

Top Domains in Tweet in G2:
[27] siggraph.org
[15] twitter.com
[7] youtube.com
[3] facebook.com
[2] roadtovr.com
[2] dessignare.com
[1] apple.com
[1] virtualrealitypop.com
[1] smarteventscloud.com
[1] nvidia.com

Top Domains in Tweet in G3:
[6] youtube.com
[2] eventbrite.ca
[2] drexel.edu
[1] siggraph.org
[1] nvidia.com

Top Domains in Tweet in G4:
[5] apple.com
[4] twitter.com
[4] siggraph.org
[3] sprou.tt
[1] vfxvoice.com
[1] mediakwest.com
[1] andrearicca.it

Top Domains in Tweet in G5:
[1] twitter.com
[1] siggraph.org

Top Domains in Tweet in G6:
[1] twitter.com
[1] keycontent.org
[1] youtube.com

Top Domains in Tweet in G7:
[1] anandtech.com

Top Domains in Tweet in G8:
[2] acm.org
[2] siggraph.org

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

Top Domains in Tweet in G10:
[1] smarteventscloud.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[99] siggraph2019
[40] siggraph
[30] vr
[24] vfx
[22] gtc
[22] demoscene
[21] ar
[19] gdc
[19] mr
[19] ieeevis



Top Hashtags in Tweet in G1:
[9] siggraph2019
[4] gtc19
[3] cg
[3] vfx
[3] siggraph
[2] donate
[2] randomactofkindness
[2] student
[2] ai
[2] iamplatform

Top Hashtags in Tweet in G2:
[55] siggraph2019
[10] cg
[10] siggraphcaf
[9] vr
[8] womenshistorymonth
[3] ai
[3] research
[3] vfx
[3] siggraph2018
[3] siggraph2020

Top Hashtags in Tweet in G3:
[2] siggraph2019
[1] gtc
[1] gdc
[1] ar
[1] mr
[1] vr
[1] spatialcomputing
[1] sponsored
[1] gdc2019
[1] gamedev

Top Hashtags in Tweet in G4:
[21] siggraph2019
[5] vfx
[3] 3d
[3] femalefilmmakerfriday
[3] womeninanimation
[3] podcasts
[2] cg
[2] vr
[2] ar
[2] computergraphics

Top Hashtags in Tweet in G5:
[18] gtc
[15] gdc
[15] ar
[15] mr
[15] vr
[15] spatialcomputing
[13] siggraph
[4] gtc19
[1] vfx
[1] caf

Top Hashtags in Tweet in G6:
[22] demoscene
[1] siggraph2019
[1] techcomm

Top Hashtags in Tweet in G8:
[2] vr
[2] xr
[2] callforpapers
[2] virtualreality
[1] cfp
[1] vrst2019
[1] sap2019

Top Hashtags in Tweet in G9:
[4] siggraph2019
[2] tbt
[2] siggraph2017
[1] vr

Top Hashtags in Tweet in G10:
[10] gtc19
[10] vfx

Top Words
Top Words in Tweet in Entire Graph:
[390] Words in Sentiment List#1: Positive
[134] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[13704] Non-categorized Words
[14229] Total Words
[479] siggraph
[99] siggraph2019
[72] 2019
[56] 2011
[52] vr

Top Words in Tweet in G1:
[84] siggraph
[56] 2011
[28] fukushima
[27] 3
[25] composition
[23] created
[15] 2019
[15] asia
[15] 15
[14] animation

Top Words in Tweet in G2:
[121] siggraph
[55] siggraph2019
[19] theater
[19] vr
[16] time
[15] art
[14] women
[14] submissions
[13] being
[13] world

Top Words in Tweet in G3:
[42] siggraph
[30] cones
[22] peter_shirley
[16] 1984
[16] sample
[15] ray
[15] tracing
[15] amanatides
[15] brilliant
[15] one

Top Words in Tweet in G4:
[43] siggraph
[21] siggraph2019
[17] acm
[12] hear
[12] ye
[12] student
[10] real
[10] spotlight
[8] mnsrtsjs
[7] t

Top Words in Tweet in G5:
[24] siggraph
[19] fleurdevie
[18] gtc
[17] now
[16] gdc
[15] folks
[15] through
[15] congrats
[15] here's
[15] friendly

Top Words in Tweet in G6:
[45] demoscene
[24] epicentreunsw
[23] showcase
[22] highest
[22] resolution
[22] fragment
[22] shaders
[22] local
[22] community
[22] sa2019brisbane

Top Words in Tweet in G7:
[9] siggraph
[5] nvidia
[3] arnoldrenderer
[3] event
[3] gpu
[3] frame
[2] cant
[2] soon
[2] ashraf__eassa
[2] ryansmithat

Top Words in Tweet in G8:
[13] papers
[12] call
[12] now
[12] open
[12] theofficialacm
[12] symposium
[12] 2019
[10] vrst2019
[10] 25th
[10] virtual

Top Words in Tweet in G9:
[4] siggraph
[4] siggraph2019
[3] mtsuacmsiggraph
[3] s
[2] official_alexb_
[2] conventionla
[2] hp
[2] siggraphedforum
[2] honoured
[2] chat

Top Words in Tweet in G10:
[10] monday
[10] 3
[10] 18
[10] gtc19
[10] stop
[10] see
[10] truly
[10] innovative
[10] animated
[10] shorts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] siggraph,2019
[33] real,time
[33] siggraph,asia
[25] acm,siggraph
[23] composition,fukushima
[23] fukushima,2011
[22] highest,resolution
[22] resolution,fragment
[22] fragment,shaders
[22] shaders,epicentreunsw

Top Word Pairs in Tweet in G1:
[23] composition,fukushima
[23] fukushima,2011
[21] 2011,created
[21] created,3
[14] siggraph,asia
[12] 10,min
[12] mar,2011
[12] 2011,10
[11] min,digest
[10] siggraph,2019

Top Word Pairs in Tweet in G2:
[12] siggraph2019,vr
[11] michaelhazani,siggraph
[10] siggraph,one
[10] vr,theater
[10] submissions,siggraph2019
[8] electronic,theater
[8] changing,way
[8] real,time
[8] one,fav
[8] fav,things

Top Word Pairs in Tweet in G3:
[15] siggraph,1984
[15] 1984,ray
[15] ray,tracing
[15] tracing,cones
[15] cones,amanatides
[15] amanatides,brilliant
[15] brilliant,one
[15] one,sample
[15] sample,per
[15] per,pixel

Top Word Pairs in Tweet in G4:
[12] hear,ye
[10] siggraph,spotlight
[7] acm,siggraph
[6] siggraph,hear
[6] ye,hear
[6] ye,re
[6] re,undergrad
[6] undergrad,grad
[6] grad,student
[6] student,siggraph2019

Top Word Pairs in Tweet in G5:
[15] now,folks
[15] folks,through
[15] through,gtc
[15] gtc,gdc
[15] gdc,congrats
[15] congrats,here's
[15] here's,friendly
[15] friendly,reminder
[15] reminder,ar
[15] ar,mr

Top Word Pairs in Tweet in G6:
[22] highest,resolution
[22] resolution,fragment
[22] fragment,shaders
[22] shaders,epicentreunsw
[22] epicentreunsw,showcase
[22] showcase,demoscene
[22] demoscene,local
[22] local,community
[22] community,demoscene
[21] sa2019brisbane,highest

Top Word Pairs in Tweet in G7:
[2] ashraf__eassa,ryansmithat
[2] swenerski,siggraph
[2] hpc_guru,nvidia

Top Word Pairs in Tweet in G8:
[12] call,papers
[12] papers,now
[12] now,open
[12] theofficialacm,symposium
[10] open,25th
[10] 25th,theofficialacm
[10] symposium,virtual
[10] virtual,reality
[10] reality,software
[10] software,technology

Top Word Pairs in Tweet in G9:
[2] conventionla,hp
[2] honoured,chat
[2] chat,siggraph
[2] siggraph,siggraph2019
[2] siggraph2019,mtsuacmsiggraph
[2] mtsuacmsiggraph,tomorrow
[2] tomorrow,here
[2] here,s
[2] s,tbt
[2] tbt,siggraph2017

Top Word Pairs in Tweet in G10:
[10] monday,3
[10] 3,18
[10] 18,gtc19
[10] gtc19,stop
[10] stop,see
[10] see,truly
[10] truly,innovative
[10] innovative,animated
[10] animated,shorts
[10] shorts,vfx

Top Replied-To
Top Replied-To in Entire Graph:
@siggraph
@michaelhazani
@peter_shirley
@atrix256
@fleurdevie
@ga7ahad
@spec_v2
@gfxspeak
@canipashow
@vamptvo

Top Replied-To in G2:
@siggraph
@michaelhazani
@gfxspeak
@ga7ahad
@adambontrager
@dangercobram
@alexlindsay
@charlie_athanas
@amylameyer
@jerbotnet

Top Replied-To in G3:
@peter_shirley
@atrix256
@theanimator
@craigkolb
@mynameismjp

Top Replied-To in G4:
@blueskystudios
@cgvinny
@siggraph_irc

Top Replied-To in G5:
@fleurdevie
@prasadphadke
@rdrv3

Top Replied-To in G6:
@flopineyeah
@epicentreunsw
@poljeremias

Top Replied-To in G7:
@spec_v2
@robotastronaut_
@fragman1978
@swenerski
@dylan522p
@ashraf__eassa
@deanrockne
@mobiletechworld

Top Replied-To in G9:
@official_alexb_

Top Mentioned
Top Mentioned in Entire Graph:
@siggraph
@sa2019brisbane
@epicentreunsw
@fleurdevie
@peter_shirley
@magicleapdevs
@theofficialacm
@kenjikojimacom
@mnsrtsjs
@nvidiadesign

Top Mentioned in G1:
@kenjikojimacom
@lgd118

Top Mentioned in G2:
@siggraph
@michaelhazani
@siggraphs3
@blenderconf
@nvidia
@dianaloren31
@fleurdevie
@jerbotnet
@billgates
@reshmasaujani

Top Mentioned in G3:
@peter_shirley
@youtube
@mtl_siggraph
@_cwyman_
@siggraph
@atrix256
@fleurdevie
@olanom
@mittringmartin
@siggraphs3

Top Mentioned in G4:
@siggraph
@mnsrtsjs
@micr
@acmpodcasts
@nurdinmomodu1
@blueskystudios
@wia_animation
@eringineering
@igbenga
@acm_president

Top Mentioned in G5:
@fleurdevie
@magicleapdevs
@siggraph
@nvidiadesign
@durvidimel

Top Mentioned in G6:
@epicentreunsw
@sa2019brisbane
@siggraphasia
@siggraph
@keycontent
@ieee_tvcg
@gdevnet

Top Mentioned in G7:
@arnoldrenderer
@nvidia
@ryansmithat
@anandtech
@hpc_guru
@tkstmusic
@warnermusic
@sidefx
@ashraf__eassa
@cgpov

Top Mentioned in G8:
@theofficialacm
@vrst2019
@siggraph
@sigchi
@acm_sap19
@chci_vt

Top Mentioned in G9:
@siggraph
@mtsuacmsiggraph
@conventionla
@hp
@siggraphedforum
@siggraphsv
@siggraph_irc
@siggraphs3
@sa2019brisbane
@mtsunews

Top Mentioned in G10:
@nvidiadesign

Top Tweeters
Top Tweeters in Entire Graph:
@rocketnews1
@ligayaloyola
@unicoder
@beerlove_ryo
@bb45_colorado
@jhamby
@lonegamer78
@infopronetwork
@nyappiripiri
@bigdatabatman

Top Tweeters in G1:
@rocketnews1
@infopronetwork
@digiponta
@hmizuki
@jyuvhao
@_jj_castillo
@thepres5
@ren_improvise
@kawatan
@yukutom

Top Tweeters in G2:
@ligayaloyola
@ernestopriego
@adymitruk
@motherboard
@o_ob
@womennmedia
@techreview
@dougdaulton
@tomemrich
@daniellenewnham

Top Tweeters in G3:
@bigdatabatman
@nholzschuch
@ladyaeva
@shanecelis
@msanemeterio
@all2one
@youtube
@atrix256
@official_gdc
@brainwagon

Top Tweeters in G4:
@_andrea_ricca
@takesi01
@dgrpro
@allegorithmic
@cap_digital
@cgvinny
@5gier
@acmeducation
@eventsforgamers
@thisdayinpixar

Top Tweeters in G5:
@jhamby
@igorcarron
@ayirpelle
@scott_squires
@cliffbaldridge
@anshelsag
@jeanprytyskacz
@tipatat
@nzerik
@immersiverobc

Top Tweeters in G6:
@dcturner
@gdevnet
@gloom303
@demoscene_bot
@keycontent
@manwe_sns
@notyourusualcup
@jasonrmsmith
@biovf
@frulko

Top Tweeters in G7:
@hpc_guru
@mobiletechworld
@swenerski
@nvidia
@warnermusic
@dylan522p
@anandtech
@fragman1978
@cgpov
@tkstmusic

Top Tweeters in G8:
@theofficialacm
@marcsinstitute
@sigchi
@twi_mar
@chci_vt
@_cheekychops
@asmensw
@acmsigops
@caglar_yildirim
@rickskarbez_ltu

Top Tweeters in G9:
@hp
@official_alexb_
@mtsunews
@conventionla
@lightcarriers
@aniemiles
@siggraphsv
@mickeltweets
@mtsuacmsiggraph
@siggraphedforum

Top Tweeters in G10:
@w111p_x
@ichijo_official
@leegriggs
@nvidiadesign
@mikaeldzej
@nortalous
@gridguyanz
@dynestudio
@maciekjutrzenka
@dusan_kovic


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