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siggraph_2020-05-03_02-22-09.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 04, 2020
Short Description:
siggraph via NodeXL https://bit.ly/3b3sd1i
@siggraph
@siggraph_irc
@replicabilityg
@trevorromain
@gishicho
@yusuke1118
@tonroosendaal
@mebiusbox2
@syglassvr
@alexvasilescu

Top hashtags:
#siggraph2020
#siggraph
#ieeevis
#infovis
#dataviz
#ieeecga
#visualanalytics
#cg

Description:
Description
The graph represents a network of 976 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, 03 May 2020 at 09:22 UTC.

The requested start date was Sunday, 03 May 2020 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, 8-hour, 32-minute period from Sunday, 19 April 2020 at 00:45 UTC to Saturday, 02 May 2020 at 09:17 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 : 976
Unique Edges : 925
Edges With Duplicates : 1431
Total Edges : 2356
Number of Edge Types : 5
Retweet : 564
MentionsInRetweet : 738
Tweet : 232
Replies to : 94
Mentions : 728
Self-Loops : 236
Reciprocated Vertex Pair Ratio : 0.0188679245283019
Reciprocated Edge Ratio : 0.037037037037037
Connected Components : 154
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 665
Maximum Edges in a Connected Component : 1945
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.838211
Graph Density : 0.00141866330390921
Modularity : 0.510188
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 976 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, 03 May 2020 at 09:22 UTC.

The requested start date was Sunday, 03 May 2020 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, 8-hour, 32-minute period from Sunday, 19 April 2020 at 00:45 UTC to Saturday, 02 May 2020 at 09:17 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:
[166] https://s2020.siggraph.org/attend/health-and-safety/
[21] https://twitter.com/siggraph/status/1253756856159404038
[15] https://s2020.siggraph.org/conference/program-events/graduate-cohorts/thesis-fast-forward/
[14] https://www.moguravr.com/siggraph-2020-online-event/
[6] https://www.cartoonbrew.com/events/siggraph-2020-conference-cancelled-will-take-place-in-virtual-format-190249.html
[5] https://www.awn.com/news/siggraph-2020-canceled-event-moving-virtual-conference-format
[4] https://gamedev.net/news/siggraph-2020-goes-virtual-r1291/?utm_source=dlvr.it&utm_medium=twitter
[4] https://london.siggraph.org/event/the-willoughbys-creators-bafta-qa-on-netflixs-latest-animated-feature-film/
[4] https://www.animationmagazine.net/events/siggraph-canceled-moves-to-virtual-space/
[3] https://blog.siggraph.org/2020/04/mirror-therapy-redesigned-in-vr.html/

Top URLs in Tweet in G1:
[65] https://s2020.siggraph.org/attend/health-and-safety/
[13] https://s2020.siggraph.org/conference/program-events/graduate-cohorts/thesis-fast-forward/
[4] https://twitter.com/siggraph/status/1253756856159404038
[3] https://www.animation-festivals.com/festivals/siggraph-asia-2020/?utm_campaign&utm_medium=twitter&utm_source=twitter
[2] https://roxanneluo.github.io/Consistent-Video-Depth-Estimation/
[2] https://arxiv.org/abs/2004.15021
[2] https://twitter.com/AlexVasilescu/status/1254905248893693952
[2] https://www.animationmagazine.net/events/siggraph-canceled-moves-to-virtual-space/
[1] https://www.youtube.com/watch?v=5Tia2oblJAg&feature=youtu.be

[1] https://blog.siggraph.org/2020/04/siggraph-spotlight-episode-34-computer-animation-today.html/

Top URLs in Tweet in G2:
[4] https://s2020.siggraph.org/attend/health-and-safety/
[1] https://twitter.com/siggraph/status/1251903433168257028
[1] https://blog.siggraph.org/2020/04/mirror-therapy-redesigned-in-vr.html/
[1] https://twitter.com/tomaszbednarz/status/1253832252045144064
[1] https://twitter.com/londonsiggraph/status/1253790416534724608
[1] https://twitter.com/poljeremias/status/1254918702471868416
[1] https://s2020.siggraph.org/conference/program-events/graduate-cohorts/thesis-fast-forward/

Top URLs in Tweet in G3:
[13] https://s2020.siggraph.org/attend/health-and-safety/
[7] https://twitter.com/siggraph/status/1253756856159404038
[3] https://www.awn.com/news/siggraph-2020-canceled-event-moving-virtual-conference-format?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.awn.com/news/siggraph-2020-canceled-event-moving-virtual-conference-format
[2] https://www.animationmagazine.net/events/siggraph-canceled-moves-to-virtual-space/
[2] http://morimo2.info/W1aQ?h=urx.red
[1] http://www.computationalimaging.org/publications/non-line-of-sight-imaging-with-partial-occluders-and-surface-normals/
[1] https://blog.siggraph.org/2020/04/mirror-therapy-redesigned-in-vr.html/
[1] https://www.youtube.com/watch?v=9gUSmYRl8B8

[1] https://www.youtube.com/watch?v=W_Gswk2lZ-w


Top URLs in Tweet in G4:
[2] https://twitter.com/siggraph/status/1253756856159404038
[1] https://replicability.graphics/
[1] https://s2020.siggraph.org/attend/health-and-safety/
[1] https://cs.uwaterloo.ca/~rgoldade/reducedfluids/
[1] https://twitter.com/ReplicabilityG/status/1255597360232763392
[1] https://replicability.graphics/#contribute

Top URLs in Tweet in G5:
[31] https://s2020.siggraph.org/attend/health-and-safety/
[1] https://twitter.com/nholzschuch/status/1238438035768905730
[1] http://casual-effects.blogspot.com/2015/08/how-to-create-graphics-research-paper.html
[1] https://twitter.com/siggraph/status/1253756856159404038
[1] https://s2020.siggraph.org/conference/program-events/graduate-cohorts/thesis-fast-forward/

Top URLs in Tweet in G6:
[13] https://www.moguravr.com/siggraph-2020-online-event/
[3] https://s2020.siggraph.org/attend/health-and-safety/
[1] https://twitter.com/siggraph/status/1253756856159404038
[1] http://hanekko.jp/i-mode/docomo/tearoom/JOKE/

Top URLs in Tweet in G7:
[29] https://s2020.siggraph.org/attend/health-and-safety/

Top URLs in Tweet in G9:
[1] https://s2020.siggraph.org
[1] https://s2020.siggraph.org/attend/health-and-safety/

Top URLs in Tweet in G10:
[1] https://s2020.siggraph.org/attend/health-and-safety/

Top Domains
Top Domains in Tweet in Entire Graph:
[218] siggraph.org
[53] twitter.com
[27] youtube.com
[15] moguravr.com
[9] awn.com
[7] animationmagazine.net
[6] cartoonbrew.com
[4] gamedev.net
[4] linkedin.com
[4] vfx-online.com

Top Domains in Tweet in G1:
[94] siggraph.org
[14] twitter.com
[5] youtube.com
[4] animationmagazine.net
[3] animation-festivals.com
[2] github.io
[2] arxiv.org
[2] vfx-online.com
[1] cnet.com
[1] hollywoodreporter.com

Top Domains in Tweet in G2:
[6] siggraph.org
[4] twitter.com

Top Domains in Tweet in G3:
[17] siggraph.org
[10] twitter.com
[9] youtube.com
[6] awn.com
[3] animationmagazine.net
[2] columbia.edu
[2] linkedin.com
[2] vfx-online.com
[2] morimo2.info
[2] acm.org

Top Domains in Tweet in G4:
[3] twitter.com
[2] replicability.graphics
[1] siggraph.org
[1] uwaterloo.ca

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

Top Domains in Tweet in G6:
[13] moguravr.com
[3] siggraph.org
[1] twitter.com
[1] hanekko.jp

Top Domains in Tweet in G7:
[29] siggraph.org

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

Top Domains in Tweet in G10:
[1] siggraph.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[175] siggraph2020
[68] siggraph
[24] ieeevis
[20] infovis
[19] dataviz
[18] ieeecga
[17] visualanalytics
[16] cg
[14] colourlovers
[14] durhamcountylib



Top Hashtags in Tweet in G1:
[124] siggraph2020
[11] siggraph
[6] research
[3] stayhome
[3] staysafe
[3] siggraph2019
[3] vr
[3] earthday
[3] haptics
[3] cg

Top Hashtags in Tweet in G2:
[8] siggraph2020
[2] siggraphasia2020
[2] cg
[1] earthday
[1] genedeitch
[1] siggraph2019
[1] vr
[1] thinkbeyond
[1] haptics
[1] willoughbys

Top Hashtags in Tweet in G3:
[8] siggraph2020
[5] siggraph
[2] cg
[2] 3dcg
[2] 海外就職
[2] 海外
[1] notcanceledbutcanceled
[1] covid19
[1] cgwjp
[1] 點子秀

Top Hashtags in Tweet in G5:
[11] siggraph2020

Top Hashtags in Tweet in G6:
[3] siggraph
[2] siggraph2020

Top Hashtags in Tweet in G7:
[1] b3d
[1] siggraph2020
[1] siggraph
[1] blender
[1] bd3
[1] avatars
[1] vr

Top Hashtags in Tweet in G9:
[1] siggraph2020

Top Hashtags in Tweet in G10:
[3] siggraph2020
[1] bmxcel

Top Words
Top Words in Tweet in Entire Graph:
[700] Words in Sentiment List#1: Positive
[120] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[16395] Non-categorized Words
[17215] Total Words
[624] siggraph
[201] 2020
[175] #siggraph2020
[170] work
[145] video

Top Words in Tweet in G1:
[214] siggraph
[127] work
[125] video
[124] #siggraph2020
[77] 2020
[65] share
[63] statement
[63] format
[62] xuanluo14
[62] more

Top Words in Tweet in G2:
[29] support_a_teach
[28] siggraph_irc
[27] trevorromain
[27] lightcarriers
[26] helpateacher
[24] trevorromainco
[23] chatterteacher
[23] siggraph
[22] modestteacher
[22] tpt_official

Top Words in Tweet in G3:
[55] siggraph
[19] virtual
[17] 2020
[15] conference
[10] canceled
[10] format
[8] #siggraph2020
[7] moving
[6] event
[6] dcexpo

Top Words in Tweet in G4:
[56] replicability
[52] project
[51] accepted
[48] pleased
[48] announce
[48] computer
[48] graphics
[48] siggraph'20
[47] replicabilityg
[23] siggraph

Top Words in Tweet in G5:
[63] siggraph
[47] virtual
[41] 2020
[33] going
[18] conference
[18] work
[17] dc
[16] iliyang
[16] officially
[16] sad

Top Words in Tweet in G6:
[44] siggraph
[38] わしが若い頃はなあ
[38] って毎年一回世界中から何万人もリアルに集まって
[38] 目の前で発表したり聞いたりステーキ食べたりしたんだよ
[38] えー
[38] cg
[38] なのにリアルでやってたのー
[38] 信じらんなーい
[37] gishicho
[13] siggraph2020

Top Words in Tweet in G7:
[34] siggraph
[29] tonroosendaal
[29] cancelled
[29] become
[29] online
[29] event
[2] over
[2] 2019
[2] go
[2] down

Top Words in Tweet in G8:
[2] epica_int
[2] getolympus
[2] miltenyibiotec
[2] mpfneuro
[2] uscellison
[2] paleoexplorer
[2] pickeducation
[2] edtech_k12
[2] edinfish

Top Words in Tweet in G9:
[10] siggraph
[8] adobeawards
[8] adobemax
[8] adobeae
[8] adobe
[8] behance
[8] beatles_fest
[8] thebeatles
[8] ringlingcollege
[8] siriusxm

Top Words in Tweet in G10:
[3] siggraph
[3] #siggraph2020

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[186] siggraph,2020
[70] more,information
[69] consistent,video
[69] video,depth
[69] depth,estimation
[69] estimation,siggraph
[69] siggraph,statement
[69] statement,regarding
[69] regarding,format
[69] format,timing

Top Word Pairs in Tweet in G1:
[71] siggraph,2020
[60] share,work
[60] statement,regarding
[60] regarding,format
[60] format,timing
[60] timing,#siggraph2020
[60] #siggraph2020,more
[60] more,information
[60] siggraph,statement
[59] consistent,video

Top Word Pairs in Tweet in G2:
[22] trevorromainco,trevorromain
[22] trevorromain,support_a_teach
[22] support_a_teach,helpateacher
[22] helpateacher,chatterteacher
[22] chatterteacher,modestteacher
[22] modestteacher,tpt_official
[22] tpt_official,lightcarriers
[21] lightcarriers,geraldmoore360
[21] geraldmoore360,afcyes_slo
[21] afcyes_slo,sapeople

Top Word Pairs in Tweet in G3:
[13] siggraph,2020
[9] virtual,conference
[9] conference,format
[6] 2020,canceled
[6] moving,virtual
[5] canceled,event
[5] event,moving
[4] acm,siggraph
[3] siggraph,canceled
[2] siggraph,asia

Top Word Pairs in Tweet in G4:
[48] pleased,announce
[48] announce,project
[48] project,computer
[48] computer,graphics
[48] graphics,replicability
[48] replicability,accepted
[48] accepted,siggraph'20
[47] replicabilityg,pleased
[8] siggraph,2020
[8] amazingly,thorough

Top Word Pairs in Tweet in G5:
[41] siggraph,2020
[18] virtual,conference
[16] 2020,officially
[16] officially,virtual
[16] conference,sad
[16] sad,unexpected
[16] unexpected,wonder
[16] wonder,work
[16] work,hopefully
[16] washington,dc

Top Word Pairs in Tweet in G6:
[38] わしが若い頃はなあ,siggraph
[38] siggraph,って毎年一回世界中から何万人もリアルに集まって
[38] って毎年一回世界中から何万人もリアルに集まって,目の前で発表したり聞いたりステーキ食べたりしたんだよ
[38] 目の前で発表したり聞いたりステーキ食べたりしたんだよ,えー
[38] えー,cg
[38] cg,なのにリアルでやってたのー
[38] なのにリアルでやってたのー,信じらんなーい
[37] gishicho,わしが若い頃はなあ
[13] siggraph2020,オンライン開催に変更
[13] オンライン開催に変更,mogura

Top Word Pairs in Tweet in G7:
[29] tonroosendaal,siggraph
[29] siggraph,cancelled
[29] cancelled,become
[29] become,online
[29] online,event
[2] siggraph,over
[2] over,2019
[2] 2019,go
[2] go,down
[2] down,history

Top Word Pairs in Tweet in G8:
[2] epica_int,getolympus
[2] getolympus,miltenyibiotec
[2] miltenyibiotec,mpfneuro
[2] mpfneuro,uscellison
[2] uscellison,paleoexplorer
[2] paleoexplorer,pickeducation
[2] pickeducation,edtech_k12
[2] edtech_k12,edinfish

Top Word Pairs in Tweet in G9:
[8] adobeawards,adobemax
[8] adobemax,adobeae
[8] adobeae,adobe
[8] adobe,behance
[8] behance,beatles_fest
[8] beatles_fest,thebeatles
[8] thebeatles,ringlingcollege
[8] ringlingcollege,siriusxm
[8] siriusxm,wia_nyc
[8] wia_nyc,wia_animation

Top Replied-To
Top Replied-To in Entire Graph:
@trevorromainco
@adobeawards
@siggraph
@xuanluo14
@trevorromain
@dollieguts
@yoohasz
@ldenoue
@jcgouketsu
@busymom_74

Top Replied-To in G1:
@siggraph
@xuanluo14
@ldenoue
@hci_research
@tomaszbednarz
@pihe

Top Replied-To in G2:
@trevorromainco
@trevorromain
@busymom_74
@potterhockey
@thecomicalsense

Top Replied-To in G4:
@asso_afig

Top Replied-To in G5:
@marcosalvi
@atrix256

Top Replied-To in G6:
@ilmvfx
@tvaziri

Top Replied-To in G7:
@yoohasz
@tonroosendaal

Top Replied-To in G8:
@epica_int

Top Replied-To in G9:
@adobeawards

Top Replied-To in G10:
@evinrobinson

Top Mentioned
Top Mentioned in Entire Graph:
@siggraph
@xuanluo14
@replicabilityg
@gishicho
@siggraph_irc
@tonroosendaal
@trevorromain
@lightcarriers
@support_a_teach

Top Mentioned in G1:
@siggraph
@xuanluo14
@siggraphasia
@alexvasilescu
@jbhuang0604
@parissiggraph
@siggraph_irc
@siggraphsv

Top Mentioned in G2:
@siggraph_irc
@lightcarriers
@support_a_teach
@helpateacher
@trevorromain
@chatterteacher
@modestteacher
@tpt_official
@afcyes_slo
@geraldmoore360

Top Mentioned in G3:
@dcexpo

Top Mentioned in G4:
@replicabilityg
@_alecjacobson
@nbonneel
@juliedigne
@dcoeurjo
@goldaderyan
@nmellado0
@topher_batty
@asso_afig
@tonroosendaal

Top Mentioned in G5:
@iliyang
@atrix256
@andrewglassner
@casualeffects
@siggraph
@_alecjacobson
@ejdeon
@replicabilityg
@xuanluo14

Top Mentioned in G6:
@gishicho
@moguravr
@siggraph
@tvaziri
@ilmvfx
@xuanluo14
@_stevesmart

Top Mentioned in G7:
@tonroosendaal
@siggraph
@kevanshorey
@xuanluo14

Top Mentioned in G8:
@getolympus
@miltenyibiotec
@mpfneuro
@uscellison
@paleoexplorer
@pickeducation
@edtech_k12
@edinfish
@syglassvr
@epica_int

Top Mentioned in G9:
@siggraph
@adobemax
@adobeae
@adobe
@behance
@beatles_fest
@thebeatles
@ringlingcollege
@siriusxm
@wia_nyc

Top Mentioned in G10:
@siggraph
@iamdanram
@geneinletford
@barbarawhye
@pranganathan
@ava
@briankreaves
@diversity_dina
@dawnsouthwest
@divincatx

Top Tweeters
Top Tweeters in Entire Graph:
@xeanna
@kzscspins
@m_hayase256
@3ative
@tarpon_red2
@kuronekodaisuki
@nytimes
@tmichiaki
@youten_redo
@obenkyounuma

Top Tweeters in G1:
@nytimes
@digitalspy
@ayirpelle
@nfl
@brunomaggi
@indiewire
@dvdinfatuation
@peta_yotta
@bloodpawwolf
@arstechnica

Top Tweeters in G2:
@stressfreekids
@nplace1
@thebookseller
@towngirl772
@momitforward
@ihadztotweet
@melted2
@ginaparnell
@chem_warrior
@fityourstyle

Top Tweeters in G3:
@kzscspins
@m_hayase256
@3ative
@angsuman
@robotbrush
@darkmattersproj
@sfeldman0
@syoyo
@cueichi
@faublesfables

Top Tweeters in G4:
@mebiusbox2
@tomrzah
@h2cm
@kenpex
@andrewwillmott
@pybonacci
@khinsen
@peterliou1
@muratkurtube
@isaackarth

Top Tweeters in G5:
@gyabo
@nholzschuch
@trnciii
@kagekirin
@crabpunch
@xjine
@all2one
@tokoik
@atrix256
@xxgodmoonxx

Top Tweeters in G6:
@xeanna
@kuronekodaisuki
@tmichiaki
@ryunosinfx
@bugbearr
@eugene_roserie
@digiponta
@spearsden
@0ct0pus1
@itachin

Top Tweeters in G7:
@alessiogarcai
@monkeyboysr2002
@zilkerfilms
@ronaldvermeij
@kurono73
@lgworld
@yoohasz
@tonroosendaal
@hashishi88
@antoonsblender

Top Tweeters in G8:
@edtech_k12
@getolympus
@carnegiemellon
@photonicswest
@paleoexplorer
@neurosci2019
@miltenyibiotec
@pickeducation
@uomdigilab
@mpfneuro

Top Tweeters in G9:
@siriusxm
@adobe
@behance
@nywift
@promax_global
@adobeae
@ringlingcollege
@vfxsociety
@beatles_fest
@adobemax

Top Tweeters in G10:
@alfrededmondjr
@blackenterprise
@pranganathan
@ava
@official_alexb_
@barbarawhye
@iamdanram
@iamwill
@nbcudiversity
@geneinletford


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