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siggraph_2019-05-15_08-50-46.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Description:
Description
The graph represents a network of 882 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 Wednesday, 15 May 2019 at 15:51 UTC.

The requested start date was Monday, 13 May 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, 43-minute period from Monday, 29 April 2019 at 00:51 UTC to Sunday, 12 May 2019 at 23:34 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 : 882
Unique Edges : 1044
Edges With Duplicates : 260
Total Edges : 1304
Number of Edge Types : 3
Mentions : 959
Tweet : 263
Replies to : 82
Self-Loops : 263
Reciprocated Vertex Pair Ratio : 0.0401737242128122
Reciprocated Edge Ratio : 0.0772442588726514
Connected Components : 169
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 520
Maximum Edges in a Connected Component : 875
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 4.379019
Graph Density : 0.00123288059075314
Modularity : 0.678575
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[57] http://kesen.realtimerendering.com/sig2019.html
[51] https://www.youtube.com/watch?v=h1yEYusDDfY&feature=youtu.be

[38] https://www.youtube.com/watch?v=z-pVip6WeyY&feature=youtu.be

[35] https://www.youtube.com/watch?v=EhDr3Rs5fTU&feature=youtu.be

[20] https://www.youtube.com/watch?v=EhDr3Rs5fTU

[8] https://twitter.com/ntschk/status/1122660914984030214
[6] https://www.youtube.com/watch?v=c3orYwyuRz4

[6] https://twitter.com/mlagunas_/status/1123981234110177281
[5] https://www.vice.com/en_us/article/gy4yw7/we-are-not-prepared-for-the-next-generation-of-cgi-food
[5] https://perso.liris.cnrs.fr/nicolas.bonneel/spot/spot.pdf

Top URLs in Tweet in G1:
[6] https://www.youtube.com/watch?v=EhDr3Rs5fTU

[5] https://perso.liris.cnrs.fr/nicolas.bonneel/spot/spot.pdf
[3] https://education.siggraph.org/conferences/annual-conference/siggraph-2019/spacetime-cfp
[2] https://s2019.siggraph.org/attend/register/
[2] https://s2019.siggraph.org/conference/programs-events/organization-events/thesis-papers-fast-forward/
[2] https://twitter.com/caleb_io/status/1122242998299811840
[2] https://twitter.com/siggraph/status/1122135968901890048
[2] https://s2019.siggraph.org/conference/programs-events/organization-events/thesis-papers-fast-forward
[2] https://www.youtube.com/watch?v=z-pVip6WeyY&feature=youtu.be

[1] https://bit.ly/2rb2hMZ

Top URLs in Tweet in G2:
[9] https://www.youtube.com/watch?v=EhDr3Rs5fTU&feature=youtu.be

[6] https://www.youtube.com/watch?v=c3orYwyuRz4

[3] https://www.youtube.com/watch?v=EhDr3Rs5fTU

[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://s2019.siggraph.org/
[2] https://twitter.com/siggraph/status/1125225168954064896
[2] https://twitter.com/siggraph/status/1126475911921057792
[2] https://www.meetup.com/DC-ACM-SIGGRAPH/events/260927301/
[2] http://www.4gamer.net/games/999/G999902/20151111116/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[49] https://www.youtube.com/watch?v=h1yEYusDDfY&feature=youtu.be

[34] https://www.youtube.com/watch?v=z-pVip6WeyY&feature=youtu.be

[1] https://www.youtube.com/watch?v=LY6MgDUzS3M&list=LLchs0ypjdAUoOfnHeXj33vw&index=2&t=196s

[1] https://www.youtube.com/watch?v=EhDr3Rs5fTU&feature=youtu.be

[1] https://rgl.epfl.ch/publications/Vicini2019Learned
[1] http://kesen.realtimerendering.com/sig2019.html
[1] https://www.cvmp-conference.org

Top URLs in Tweet in G4:
[1] https://arxiv.org/pdf/1904.12297.pdf
[1] https://www.youtube.com/watch?v=iDn5HXMQNzE

[1] https://sites.google.com/view/handheld-super-res/
[1] https://www.youtube.com/watch?v=EhDr3Rs5fTU

[1] http://kesen.realtimerendering.com/sig2019.html
[1] https://www.youtube.com/watch?v=h1yEYusDDfY&feature=youtu.be


Top URLs in Tweet in G5:
[7] http://kesen.realtimerendering.com/sig2019.html
[5] https://www.youtube.com/watch?v=EhDr3Rs5fTU&feature=youtu.be

[3] https://www.youtube.com/watch?v=yxhGWds_g4I

[3] http://kanamori.cs.tsukuba.ac.jp/projects/relighting_human/
[2] http://kanamori.cs.tsukuba.ac.jp/projects/relighting_human/index-ja.html
[2] https://www.youtube.com/watch?v=z-pVip6WeyY&feature=youtu.be

[1] https://twitter.com/yshhrknmr/status/1050181413402628096
[1] http://jp.square-enix.com/tech/publications.html
[1] http://www.dgp.toronto.edu/projects/spectral-coarsening/
[1] https://nmwsharp.com/media/cea_tutorial.pdf

Top URLs in Tweet in G6:
[43] http://kesen.realtimerendering.com/sig2019.html
[1] https://people.eecs.berkeley.edu/~bmild/llff/

Top URLs in Tweet in G7:
[2] http://kesen.realtimerendering.com/sig2019.html
[1] https://www.youtube.com/watch?v=EhDr3Rs5fTU

[1] http://in1weekend.blogspot.com/2016/01/ray-tracing-in-one-weekend.html
[1] http://intro-to-dxr.cwyman.org/
[1] http://graphicscodex.com/
[1] https://www.youtube.com/watch?v=EhDr3Rs5fTU&feature=youtu.be


Top URLs in Tweet in G8:
[1] http://on-demand.gputechconf.com/siggraph/2018/video/sig1814-2-adrian-tsai-gpu-inferencing-directml-and-directx-12.html

Top URLs in Tweet in G9:
[2] https://twitter.com/siggraph/status/1125898862034661377
[1] https://twitter.com/dianaloren31/status/1126238475018174470
[1] https://sprou.tt/113l1os5ipg
[1] https://sprou.tt/1HTpjhBTj69
[1] https://sprou.tt/1XSubbAg8Ox
[1] https://sprou.tt/1KztHcFvNAR
[1] https://sprou.tt/1t2qbhuMiSG
[1] https://sprou.tt/15J9sHJdEK1
[1] http://kesen.realtimerendering.com/sig2019.html
[1] https://twitter.com/miriel852/status/1122947906187689984

Top URLs in Tweet in G10:
[1] http://visualisation.matters.today

Top Domains
Top Domains in Tweet in Entire Graph:
[205] youtube.com
[58] realtimerendering.com
[52] twitter.com
[37] siggraph.org
[9] sprou.tt
[8] 4gamer.net
[5] facebook.com
[5] vice.com
[5] gofundme.com
[5] cnrs.fr

Top Domains in Tweet in G1:
[28] siggraph.org
[14] twitter.com
[13] youtube.com
[5] cnrs.fr
[3] facebook.com
[2] animationmagazine.net
[2] instagram.com
[1] bit.ly
[1] watchersonthewall.com
[1] fastcompany.com

Top Domains in Tweet in G2:
[42] youtube.com
[11] twitter.com
[8] 4gamer.net
[3] siggraph.org
[3] meetup.com
[2] facebook.com
[2] vimeo.com
[2] medium.com
[2] sprou.tt
[2] jimhillmedia.com

Top Domains in Tweet in G3:
[85] youtube.com
[1] epfl.ch
[1] realtimerendering.com
[1] cvmp-conference.org

Top Domains in Tweet in G4:
[3] youtube.com
[1] arxiv.org
[1] google.com
[1] realtimerendering.com

Top Domains in Tweet in G5:
[10] youtube.com
[8] realtimerendering.com
[5] ac.jp
[1] twitter.com
[1] square-enix.com
[1] toronto.edu
[1] nmwsharp.com

Top Domains in Tweet in G6:
[43] realtimerendering.com
[1] berkeley.edu

Top Domains in Tweet in G7:
[2] youtube.com
[2] realtimerendering.com
[1] blogspot.com
[1] cwyman.org
[1] graphicscodex.com

Top Domains in Tweet in G8:
[1] gputechconf.com

Top Domains in Tweet in G9:
[7] sprou.tt
[4] twitter.com
[1] realtimerendering.com
[1] fmx.de
[1] siggraph.org

Top Domains in Tweet in G10:
[1] matters.today

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[83] siggraph2019
[48] siggraph
[19] ieeevis
[18] acmsiggraph
[16] ieeecga
[14] dataviz
[14] infovis
[14] visualanalytics
[13] color
[12] cg



Top Hashtags in Tweet in G1:
[57] siggraph2019
[14] acmsiggraph
[9] proudtobesv
[8] cg
[7] animation
[6] vr
[5] research
[5] spacetime
[4] siggraph
[4] techpapers

Top Hashtags in Tweet in G2:
[9] siggraph
[6] siggraph2019
[3] acm
[2] siggraph2017
[2] dc
[1] mographcommunity
[1] pinscreen
[1] lawsuit
[1] haoli
[1] lislies

Top Hashtags in Tweet in G3:
[1] deeplearning
[1] siggraph2019
[1] dl
[1] ai

Top Hashtags in Tweet in G5:
[1] functionalmaps

Top Hashtags in Tweet in G7:
[7] siggraph

Top Hashtags in Tweet in G9:
[12] siggraph2019
[4] wia
[3] acmsiggraph
[2] deeplearning
[2] fmx2019

Top Hashtags in Tweet in G10:
[1] caf
[1] siggraph

Top Words
Top Words in Tweet in Entire Graph:
[635] Words in Sentiment List#1: Positive
[182] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[18173] Non-categorized Words
[18990] Total Words
[663] siggraph
[413] ã
[336] 2019
[215] paper
[134] multi

Top Words in Tweet in G1:
[124] siggraph
[57] #siggraph2019
[30] 2019
[20] ðÿ
[19] out
[19] conference
[18] facebook
[16] 3
[15] forward
[15] more

Top Words in Tweet in G2:
[173] ã
[98] siggraph
[30] ãƒ
[24] 2019
[21] æ
[19] å
[16] ç
[14] è
[14] asia
[14] ï

Top Words in Tweet in G3:
[83] new
[83] siggraph'19
[81] mattniessner
[68] neural
[50] paper
[50] collaborative
[50] dense
[50] reconstruction
[49] check
[49] out

Top Words in Tweet in G4:
[88] siggraph
[85] 2019
[83] paper
[65] multi
[64] frame
[64] super
[63] handheld
[63] resolution
[62] bartwronsk
[49] excited

Top Words in Tweet in G5:
[77] siggraph
[53] paper
[49] 2019
[27] https
[26] published
[26] preprint
[26] hierarchical
[26] russian
[26] roulette
[26] vertex

Top Words in Tweet in G6:
[59] siggraph
[53] 2019
[44] papers
[43] ke
[43] sen
[24] kostasaaa
[23] collection
[19] inversepixel
[9] paper
[9] bartwronsk

Top Words in Tweet in G7:
[34] ray
[34] tracing
[30] 2019
[26] siggraph
[25] course
[23] up
[20] casualeffects
[20] intro
[20] time
[19] real

Top Words in Tweet in G8:
[35] presentation
[34] klobrille
[34] speculation
[34] microsoft
[34] relevant
[34] lockhart
[34] directml
[34] directx
[34] 12
[34] native

Top Words in Tweet in G9:
[32] siggraph
[12] #siggraph2019
[8] diversity
[8] out
[8] acm
[6] program
[6] forward
[6] 2019
[5] part
[5] check

Top Words in Tweet in G10:
[3] siggraph
[2] aero_eresearch
[2] johnhildeb
[2] lesleywyborn
[2] markagray
[2] marcodela83
[2] jamesmunroenl
[2] svendowideit
[2] nerducator
[2] mpfl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[284] siggraph,2019
[187] ã,ã
[89] new,siggraph'19
[81] multi,frame
[81] super,resolution
[80] handheld,multi
[80] frame,super
[65] excited,share
[65] share,paper
[65] paper,handheld

Top Word Pairs in Tweet in G1:
[9] fast,forward
[8] thesis,fast
[8] deadline,3
[8] nbonneel,dcoeurjo
[7] find,out
[7] #siggraph2019,cc
[7] siggraph,2019
[6] forward,abstract
[6] siggraph,thesis
[6] three,#siggraph2019

Top Word Pairs in Tweet in G2:
[83] ã,ã
[21] siggraph,2019
[17] ãƒ,ã
[12] siggraph,asia
[11] technical,papers
[9] ã,ãƒ
[9] ãƒ,ãƒ
[9] papers,preview
[8] ã,ÿã
[7] ã,è

Top Word Pairs in Tweet in G3:
[83] new,siggraph'19
[49] check,out
[49] out,new
[49] siggraph'19,paper
[49] paper,multi
[49] multi,robot
[49] robot,collaborative
[49] collaborative,dense
[49] dense,scene
[49] scene,reconstruction

Top Word Pairs in Tweet in G4:
[85] siggraph,2019
[64] multi,frame
[63] handheld,multi
[63] frame,super
[63] super,resolution
[49] excited,share
[49] share,paper
[49] paper,handheld
[49] resolution,accepted
[49] accepted,siggraph

Top Word Pairs in Tweet in G5:
[49] siggraph,2019
[27] 2019,paper
[26] published,preprint
[26] preprint,siggraph
[26] paper,hierarchical
[26] hierarchical,russian
[26] russian,roulette
[26] roulette,vertex
[26] vertex,connections
[25] yusuketokuyoshi,published

Top Word Pairs in Tweet in G6:
[53] siggraph,2019
[43] 2019,papers
[43] ke,sen
[23] papers,collection
[23] collection,ke
[22] kostasaaa,siggraph
[20] papers,ke
[19] inversepixel,siggraph
[8] bartwronsk,excited
[8] excited,share

Top Word Pairs in Tweet in G7:
[34] ray,tracing
[23] siggraph,2019
[19] intro,real
[19] real,time
[19] time,ray
[17] 2019,technical
[17] technical,papers
[17] papers,preview
[16] preview,trailer
[16] trailer,up

Top Word Pairs in Tweet in G8:
[34] speculation,presentation
[34] presentation,microsoft
[34] microsoft,relevant
[34] relevant,lockhart
[34] lockhart,directml
[34] directml,directx
[34] directx,12
[34] 12,native
[34] native,1080p
[33] klobrille,speculation

Top Word Pairs in Tweet in G9:
[8] acm,siggraph
[5] thesis,fast
[5] fast,forward
[4] digiwomens,siggraph
[4] diversity,inclusion
[4] siggraph,thesis
[3] met,amazing
[3] amazing,akaelmaira
[3] akaelmaira,fmx_conference
[3] fmx_conference,panel

Top Word Pairs in Tweet in G10:
[2] aero_eresearch,johnhildeb
[2] johnhildeb,lesleywyborn
[2] lesleywyborn,markagray
[2] markagray,marcodela83
[2] marcodela83,jamesmunroenl
[2] jamesmunroenl,svendowideit
[2] svendowideit,nerducator
[2] nerducator,mpfl

Top Replied-To
Top Replied-To in Entire Graph:
@siggraph
@johnmaeda
@gabrielpeyre
@dianaloren31
@aizen76
@simondedeo
@casualeffects
@new_legal_
@generativist
@touwaeriocchi

Top Replied-To in G1:
@siggraph
@johnmaeda
@gabrielpeyre
@simondedeo
@snowblazed
@touwaeriocchi
@hci_research
@joechung
@nbonneel
@longmeaghan

Top Replied-To in G4:
@michaldrobot

Top Replied-To in G6:
@sebaaltonen
@kostasaaa
@ivanassen

Top Replied-To in G7:
@casualeffects
@generativist
@peter_shirley

Top Replied-To in G8:
@klobrille

Top Replied-To in G9:
@dianaloren31
@siggraph
@miriel852

Top Replied-To in G10:
@aero_eresearch

Top Mentioned
Top Mentioned in Entire Graph:
@siggraph
@mattniessner
@bartwronsk
@klobrille
@non_manifold
@kostasaaa
@yusuketokuyoshi
@inversepixel
@topher_batty
@_alecjacobson

Top Mentioned in G1:
@siggraph
@dcoeurjo
@siggraphsv
@nbonneel
@gabrielpeyre
@bbmas
@siggraphedforum
@ubisoft
@bts_twt
@bts_bighit

Top Mentioned in G2:
@exilias
@1heisuzuki

Top Mentioned in G3:
@mattniessner
@willsmithvision
@alexvasilescu
@youtube
@_alecjacobson
@inversepixel

Top Mentioned in G4:
@bartwronsk
@non_manifold
@topher_batty
@inversepixel
@_alecjacobson
@mattniessner

Top Mentioned in G5:
@yusuketokuyoshi
@_alecjacobson
@yshhrknmr
@kostasaaa
@bartwronsk
@nmwsharp
@mattniessner
@stevemcauley
@yamo_o

Top Mentioned in G6:
@kostasaaa
@inversepixel
@bartwronsk
@siggraphasia
@yusuketokuyoshi
@topher_batty
@casualeffects
@miniciv
@sebaaltonen
@philiphammer0

Top Mentioned in G7:
@casualeffects
@topher_batty
@peter_shirley
@_cwyman_
@bartwronsk
@page_eco
@github
@yusuketokuyoshi
@kostasaaa
@inversepixel

Top Mentioned in G8:
@klobrille

Top Mentioned in G9:
@siggraph
@fmx_conference
@digiwomens
@dianaloren31
@akaelmaira
@official_alexb_
@siggraph_irc
@gormleyy
@melissa_v_abad
@jovialjoy

Top Mentioned in G10:
@johnhildeb
@lesleywyborn
@markagray
@marcodela83
@jamesmunroenl
@svendowideit
@nerducator
@mpfl
@snet_jklump
@atreloar

Top Tweeters
Top Tweeters in Entire Graph:
@game_devbot
@youten_redo
@aki33524
@v36ar
@swirlosquirrel
@beastfiretimdog
@sassycrass
@variety
@gidgetnomates
@cnet

Top Tweeters in G1:
@swirlosquirrel
@variety
@cnet
@fastcompany
@forbes
@dihuang
@springday_km
@cie_kite
@deceitindrugs
@3drenderbot

Top Tweeters in G2:
@aki33524
@digiponta
@tll_tokyo
@justin_dart
@exilias
@melonvfx
@ijivfx
@kinokotoyama
@arclisp
@blakespot

Top Tweeters in G3:
@mikibear_
@ceobillionaire
@montreal_ai
@jmsl
@dynamicwebpaige
@bbbhost
@plinz
@sansuiso
@aneomatrix
@permutans

Top Tweeters in G4:
@eustachymotyka2
@syoyo
@desplesda
@drjosh9000
@kylebrussell
@thejare
@matiasgoldberg
@laurenweinstein
@paulozaffari
@n1ckfg

Top Tweeters in G5:
@h013
@c5h12
@t_teruya
@nikq
@razoralign
@kagekirin
@yshhrknmr
@carotene
@shocker_0x15
@cr_market

Top Tweeters in G6:
@cbarrett
@nxneu_j
@ivanassen
@higenekotech
@aziebert
@dsuoch
@atrix256
@sebaaltonen
@nickarner
@peterliou1

Top Tweeters in G7:
@nholzschuch
@generativist
@reedbeta
@all2one
@jchawner
@casualeffects
@peter_shirley
@neror
@mirwox
@ilangodik

Top Tweeters in G8:
@beastfiretimdog
@gaming_forever1
@the_edmgamer
@xesusph
@ma1asiah
@gineu78
@galloping_death
@bethwilder26
@cyberthron82
@berghain38

Top Tweeters in G9:
@owntvfans
@official_alexb_
@barbarawhye
@ghc
@livermore_lab
@howardjross
@ruchowdh
@fmx_conference
@siggraph_irc
@digiwomens

Top Tweeters in G10:
@rowlandm
@1n9r1d
@atreloar
@mpfl
@aero_eresearch
@svendowideit
@tomaszbednarz
@johnhildeb
@snet_jklump
@frankie_stevens