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siggraph_2021-09-26_03-19-13.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2021
Short Description:
siggraph via NodeXL https://bit.ly/39CgIj5
@wenzeljakob
@siggraph
@cem_yuksel
@peter_shirley
@suzaku3104
@h013
@natalieapalumbo
@masayukiyama
@o_ob
@arealityevent

Top hashtags:
#siggraph
#siggraph2021
#ieeecga
#dataviz
#ieeevis
#infovis
#visualanalytics
#albersloc

Description:
Description
The graph represents a network of 881 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 Sunday, 26 September 2021 at 10:20 UTC.

The requested start date was Sunday, 26 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 19-hour, 40-minute period from Sunday, 12 September 2021 at 02:58 UTC to Saturday, 25 September 2021 at 22:39 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 : 881
Unique Edges : 402
Edges With Duplicates : 1474
Total Edges : 1876
Number of Edge Types : 5
Retweet : 668
MentionsInRetweet : 800
Mentions : 220
Tweet : 146
Replies to : 42
Self-Loops : 147
Reciprocated Vertex Pair Ratio : 0.0214285714285714
Reciprocated Edge Ratio : 0.041958041958042
Connected Components : 87
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 648
Maximum Edges in a Connected Component : 1492
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.973614
Graph Density : 0.00129114642451759
Modularity : 0.484969
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 881 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 Sunday, 26 September 2021 at 10:20 UTC.

The requested start date was Sunday, 26 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 19-hour, 40-minute period from Sunday, 12 September 2021 at 02:58 UTC to Saturday, 25 September 2021 at 22:39 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : siggraph
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[58] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DJnfs41od5OQ&q=EgS4SO-bGIaAjIoGIhDeG1CacOz5NjM3tkJsAcYyMgFy
[13] https://speakerdeck.com/udonda/survey-of-image-editing-with-gans-in-siggraph-21
[10] https://vr.gree.net/lab/vtc/vtc21/
[6] https://dac.siggraph.org/creative-coding/
[6] http://kesen.realtimerendering.com/siga2021Papers.htm
[6] https://eetimes.itmedia.co.jp/ee/articles/2109/08/news068.html
[6] https://sa2021.siggraph.org/en/submissions/birds-of-a-feather
[4] https://www.youtube.com/watch?v=h1ocYFrtsM4

[4] http://enginearchitecture.realtimerendering.com/
[3] http://www.4gamer.net/games/210/G021014/20151102070/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[4] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DJnfs41od5OQ&q=EgS4SO-bGIaAjIoGIhDeG1CacOz5NjM3tkJsAcYyMgFy
[2] https://twitter.com/wenzeljakob/status/1441030070240481283
[1] http://kesen.realtimerendering.com/
[1] http://rgl.epfl.ch/publications/Nicolet2021Large
[1] http://rgl.s3.eu-central-1.amazonaws.com/media/papers/Nicolet2021Large.pdf
[1] https://www.youtube.com/watch?v=h1ocYFrtsM4


Top URLs in Tweet in G2:
[3] https://dac.siggraph.org/creative-coding/
[2] https://soundcloud.com/siggraph-spotlight/47-inclusion-in-the-workplace-and-in-the-world
[1] https://blog.siggraph.org/2021/09/siggraph-spotlight-episode-48.html/
[1] https://blog.siggraph.org/2021/09/reflecting-on-48-preparing-for-49-siggraph-2022.html/
[1] https://steamondemand.org/
[1] https://computerhistory.org/events/celebrating-chm-2021-fellow-andries-van-dam/
[1] https://s2021.siggraph.org/register/
[1] https://www.emmys.com/
[1] https://twitter.com/TelevisionAcad/status/1439790472575156230
[1] https://youtu.be/oIUMii1iwdE

Top URLs in Tweet in G3:
[52] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DJnfs41od5OQ&q=EgS4SO-bGIaAjIoGIhDeG1CacOz5NjM3tkJsAcYyMgFy
[4] http://kesen.realtimerendering.com/siga2021Papers.htm
[2] https://www.cl.cam.ac.uk/research/rainbow/projects/alsarr/
[1] https://iheartla.github.io/
[1] https://dqlin.xyz/pubs/2021-sa-VOR/
[1] https://cgvi.jp/vc2021/program/
[1] https://aatr0x13.github.io/AFGSA.github.io/afgsa.html
[1] https://github.com/gfxdisp/ALSaRR

Top URLs in Tweet in G4:
[3] https://www.pronews.jp/special/202109091510224923.html
[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://siggraph.xyz/s2021/
[2] https://www.youtube.com/watch?v=x7GIc7Vp0nE

[2] https://www.pronews.jp/column/202109081100222129.html
[2] https://www.pronews.jp/special/202109151816226562.html
[2] https://www.pronews.jp/special/202109021715222538.html
[1] https://twitter.com/siggraph/status/1437113795667709959
[1] https://www.youtube.com/watch?v=iTd9_ea6nvk&feature=youtu.be


Top URLs in Tweet in G5:
[2] https://www.sciencedirect.com/science/article/abs/pii/S0097849321000777
[2] https://www.sciencedirect.com/science/article/abs/pii/S0097849321000807
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DJnfs41od5OQ&q=EgS4SO-bGIaAjIoGIhDeG1CacOz5NjM3tkJsAcYyMgFy
[1] https://graphics.pixar.com/library/Reyes/paper.pdf
[1] https://www.sciencedirect.com/science/article/pii/S0097849321001114#ecom0002
[1] https://www.sciencedirect.com/science/article/abs/pii/S0097849321000789
[1] https://www.sciencedirect.com/science/article/abs/pii/S0097849321000753
[1] https://twitter.com/3dmovielist/status/1436881632133148673

Top URLs in Tweet in G6:
[13] https://speakerdeck.com/udonda/survey-of-image-editing-with-gans-in-siggraph-21
[2] https://www.dgp.toronto.edu/projects/face-rig-ui-optimization/
[1] https://www2.sonycsl.co.jp/person/rekimoto/holowall/

Top URLs in Tweet in G7:
[2] https://dac.siggraph.org/creative-coding/
[1] https://80.lv/articles/google-developers-presented-a-background-replacement-system/
[1] https://80.lv/articles/a-deep-dive-into-unreal-engine-s-5-nanite/
[1] https://us02web.zoom.us/meeting/register/tZItf-qtqD8uG91wgHq_uOIWeNZ-PZrMEsbL

Top URLs in Tweet in G10:
[1] https://sutd-cgl.github.io/supp/Publication/projects/2021-SIGAsia-3DCamMech/index.htm

Top Domains
Top Domains in Tweet in Entire Graph:
[62] google.com
[32] siggraph.org
[26] youtube.com
[26] twitter.com
[13] realtimerendering.com
[13] speakerdeck.com
[11] dy.si
[10] gree.net
[9] pronews.jp
[8] github.io

Top Domains in Tweet in G1:
[4] google.com
[2] twitter.com
[1] realtimerendering.com
[1] epfl.ch
[1] amazonaws.com
[1] youtube.com

Top Domains in Tweet in G2:
[11] siggraph.org
[11] twitter.com
[3] momentsingraphics.de
[3] dy.si
[2] soundcloud.com
[1] steamondemand.org
[1] computerhistory.org
[1] emmys.com
[1] youtu.be
[1] 3dvf.com

Top Domains in Tweet in G3:
[52] google.com
[4] realtimerendering.com
[2] github.io
[2] ac.uk
[1] dqlin.xyz
[1] cgvi.jp
[1] github.com

Top Domains in Tweet in G4:
[9] pronews.jp
[8] dy.si
[7] 4gamer.net
[6] twitter.com
[6] youtube.com
[5] siggraph.org
[2] siggraph.xyz
[2] github.io
[1] selfshadow.com
[1] incgmedia.com

Top Domains in Tweet in G5:
[7] sciencedirect.com
[1] google.com
[1] pixar.com
[1] twitter.com

Top Domains in Tweet in G6:
[13] speakerdeck.com
[2] toronto.edu
[1] co.jp

Top Domains in Tweet in G7:
[2] 80.lv
[2] siggraph.org
[1] zoom.us

Top Domains in Tweet in G10:
[1] github.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] siggraph
[44] siggraph2021
[20] ieeecga
[19] dataviz
[18] ieeevis
[18] infovis
[18] visualanalytics
[17] albersloc
[16] durhamcountylib
[14] colortheory



Top Hashtags in Tweet in G1:
[1] gamedev

Top Hashtags in Tweet in G2:
[20] siggraph2021
[8] cg
[7] siggraph2022
[6] siggraphspotlight
[5] vfx
[5] ai
[4] emmy
[4] animation
[3] chmfellows
[3] digitalarts

Top Hashtags in Tweet in G3:
[4] siggraph
[4] beos
[1] vc2021
[1] comics
[1] apple
[1] newton
[1] siggraph2022

Top Hashtags in Tweet in G4:
[11] siggraph
[10] siggraph2021
[9] pronews
[8] nvdli
[2] ai
[2] vfx
[1] nvidiaomniverse
[1] nvidiartx
[1] rendering
[1] sky

Top Hashtags in Tweet in G5:
[5] cagjournal
[5] computergraphics
[5] siggraph
[5] sigchi
[5] eurographics
[2] siggraph2022
[2] 3d
[1] dimnet
[1] 3dhumanbody
[1] thumandataset

Top Hashtags in Tweet in G6:
[14] cedec2021
[7] vrsj2021
[1] siggraph2021

Top Hashtags in Tweet in G7:
[11] creativecoding
[11] generative
[10] siggraph
[4] algorithmicart
[3] authorship
[3] authenticity
[1] google
[1] deeplearning
[1] tech
[1] research

Top Words
Top Words in Tweet in Entire Graph:
[467] siggraph
[263] rendering
[248] wenzeljakob
[239] meshes
[235] differentiable
[234] propose
[234] way
[233] produce
[233] simple
[231] tends

Top Words in Tweet in G1:
[229] wenzeljakob
[217] rendering
[216] differentiable
[214] meshes
[213] produce
[212] tends
[212] horrible
[212] tangled
[212] geometry
[212] propose

Top Words in Tweet in G2:
[89] siggraph
[20] #siggraph2021
[17] 2021
[15] join
[14] art
[14] research
[13] cc
[12] computer
[11] more
[10] time

Top Words in Tweet in G3:
[81] siggraph
[80] 2021
[79] asia
[75] paper
[70] fast
[70] volume
[52] cem_yuksel
[52] video
[52] youtube
[52] daqi

Top Words in Tweet in G4:
[42] siggraph
[15] course
[14] scene
[11] #siggraph
[11] 2021
[10] asia
[10] #siggraph2021
[9] siggraph2021
[9] vol
[9] #pronews

Top Words in Tweet in G5:
[38] siggraph
[33] paper
[33] design
[32] peter_shirley
[31] favorite
[31] systems
[31] 1987
[31] brilliant
[31] renderer
[31] gave

Top Words in Tweet in G6:
[19] o_ob
[14] #cedec2021
[14] 基調講演
[14] 暦本純一先生
[14] human
[14] augmentation
[14] 人間拡張がもたらす未来
[14] sns
[14] ok
[14] siggraph'98以降

Top Words in Tweet in G7:
[34] 2021
[25] siggraph
[24] shared
[23] 80level
[23] epic
[23] games'
[23] engineering
[23] guru
[23] briankaris
[23] 150

Top Words in Tweet in G10:
[36] cam
[19] know
[18] robot
[18] walk
[18] driven
[18] single
[18] 3d
[18] magic
[18] proposed
[18] composite

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[235] differentiable,rendering
[232] rendering,meshes
[231] meshes,tends
[231] tends,produce
[231] produce,horrible
[231] horrible,tangled
[231] tangled,geometry
[231] geometry,propose
[231] propose,simple
[231] simple,efficient

Top Word Pairs in Tweet in G1:
[216] differentiable,rendering
[213] rendering,meshes
[212] meshes,tends
[212] tends,produce
[212] produce,horrible
[212] horrible,tangled
[212] tangled,geometry
[212] geometry,propose
[212] propose,simple
[212] simple,efficient

Top Word Pairs in Tweet in G2:
[10] pm,pdt
[8] siggraph,2021
[7] 00,pm
[7] brdf,importance
[7] importance,sampling
[7] sampling,polygonal
[7] polygonal,lights
[6] 29,sept
[6] sept,00
[6] luke,millar

Top Word Pairs in Tweet in G3:
[79] siggraph,asia
[79] asia,2021
[74] 2021,paper
[70] fast,volume
[52] paper,video
[52] video,youtube
[52] youtube,daqi
[52] daqi,lin
[52] lin,chris
[52] chris,wyman

Top Word Pairs in Tweet in G4:
[10] siggraph,asia
[8] siggraph,2021
[7] discover,first
[7] first,#nvdli
[7] #nvdli,graphics
[7] graphics,simulation
[7] simulation,course
[7] course,launched
[7] launched,siggraph
[7] siggraph,take

Top Word Pairs in Tweet in G5:
[31] favorite,systems
[31] systems,paper
[31] paper,1987
[31] 1987,siggraph
[31] siggraph,brilliant
[31] brilliant,design
[31] design,renderer
[31] renderer,gave
[31] gave,those
[31] those,pixar

Top Word Pairs in Tweet in G6:
[14] #cedec2021,基調講演
[14] 基調講演,暦本純一先生
[14] 暦本純一先生,human
[14] human,augmentation
[14] augmentation,人間拡張がもたらす未来
[14] 人間拡張がもたらす未来,sns
[14] sns,ok
[14] ok,siggraph'98以降
[14] siggraph'98以降,同じ世代を生きた研究者として懐かしい映像や発見がまとまっていていい講演でした
[13] siggraph'21のimage,editing

Top Word Pairs in Tweet in G7:
[23] epic,games'
[23] games',engineering
[23] engineering,guru
[23] guru,briankaris
[23] briankaris,shared
[23] shared,150
[23] 150,slide
[23] slide,depth
[23] depth,technical
[23] technical,overview

Top Word Pairs in Tweet in G10:
[18] know,robot
[18] robot,walk
[18] walk,driven
[18] driven,single
[18] single,3d
[18] 3d,cam
[18] cam,magic
[18] magic,proposed
[18] proposed,composite
[18] composite,cam

Top Replied-To
Top Replied-To in Entire Graph:
@siggraph
@lukaszkaczmarcz
@timsweeneyepic
@michael_j_black
@michaelspalter
@_theodorekim
@elladuhamel
@brandenmid
@ezorreras
@cjones3d

Top Replied-To in G1:
@lukaszkaczmarcz

Top Replied-To in G2:
@siggraph
@michaelspalter
@brandenmid
@elladuhamel
@_theodorekim
@_amanda_walker
@ashmrichter

Top Replied-To in G5:
@wkjarosz
@paulheckbert

Top Replied-To in G6:
@rkmt

Top Replied-To in G8:
@adobegencreate

Top Replied-To in G9:
@arpostus

Top Mentioned
Top Mentioned in Entire Graph:
@wenzeljakob
@siggraph
@cem_yuksel
@peter_shirley
@80level
@briankaris
@_alecjacobson
@daqilin
@o_ob
@b_nicolet

Top Mentioned in G1:
@wenzeljakob
@_alecjacobson
@b_nicolet
@cem_yuksel
@siggraph
@kostasaaa
@peter_shirley
@daqilin

Top Mentioned in G2:
@siggraph
@annespalter
@weta_digital
@televisionacad
@justinmsolomon
@momentsincg
@computerhistory
@elladuhamel
@vszabo
@michaelspalter

Top Mentioned in G3:
@cem_yuksel
@daqilin
@vc_symposium
@wenzeljakob
@nagakagachi
@supremegs_style
@_cwyman_
@peter_shirley
@siggraph
@masafumi

Top Mentioned in G4:

Top Mentioned in G5:
@peter_shirley
@cagjournal
@siggraph
@wenzeljakob
@agraphafx
@cem_yuksel
@paulheckbert
@jjorge

Top Mentioned in G6:
@o_ob
@udoooom
@h013
@siggraph
@3dvf
@wenzeljakob
@bravery_

Top Mentioned in G7:
@80level
@briankaris
@villares
@everardoreyes
@reas
@bonniemitchell

Top Mentioned in G8:
@adobeawards
@adobemax
@adobe
@adobevideo
@adobeae
@adobedesign
@adobeaero
@behance
@creativecloud
@photoshop

Top Mentioned in G9:
@artilleryintel
@roblemvr
@xrassociation
@women_wearables
@ar_vr_women
@theboolean
@siggraph
@nycmedialab
@wiit_europe
@thekhronosgroup

Top Mentioned in G10:
@pengson47053017

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@juners
@d_plius
@animatorspal
@ryuhga
@jhamby
@trialanderror_v
@discovertech3
@coder_487
@tarpon_red2

Top Tweeters in G1:
@d_plius
@0ct0pus1
@ceobillionaire
@sww1235
@cherthedev
@gringene_bio
@sunriseatthesky
@kagekirin
@inoque
@vicen_cm

Top Tweeters in G2:
@yutakama
@harvest57688777
@time
@education_24x7
@cnet
@rboblee
@verge
@nholzschuch
@spacedotcom
@nasa

Top Tweeters in G3:
@gravitino
@muzudho1
@masafumi
@m_yoshimune
@c5h12
@mebiusbox2
@dbg3d
@tatexh
@jp_axs4ll
@ctsuchinoko

Top Tweeters in G4:
@trialanderror_v
@tezukakaz
@_mer2
@larryrosenthal
@py_data_sci
@laskasandy
@chikin_sp
@colypopurim
@bark_moon
@kurohune538

Top Tweeters in G5:
@igorcarron
@mudron
@rcmaniac25
@castirony
@agraphafx
@subhobrata1
@jamielowesdev
@vordio
@aneesha
@zurabi17682134

Top Tweeters in G6:
@ryuhga
@tarpon_red2
@makotofalcon
@36kyo
@shigekzishihara
@miyayou
@hako_matsu
@bittersweet256
@o_ob
@flash1n

Top Tweeters in G7:
@discovertech3
@coder_487
@rauziii
@ladyaeva
@adolfont
@joewintergreen
@intrinsicworld
@p5tbot1
@takawo
@villares

Top Tweeters in G8:
@adobe
@creativecloud
@behance
@adobevideo
@adobesummit
@nywift
@adobedesign
@adobeae
@vfxsociety
@certiport

Top Tweeters in G9:
@nathievr
@cathyhackl
@roblemvr
@arealityevent
@cioreview
@women_wearables
@nycmedialab
@thekhronosgroup
@igda
@amylameyer

Top Tweeters in G10:
@just_franta
@0xf2
@montaudpro
@chiefrobot
@botjunkie
@learnrobot
@rosorg
@bvadorno
@gottlr1
@marknabil


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