siggraph, Twitter, 6/21/2020 10:31:18 PM, 229718


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siggraph_2020-06-21_02-37-59.xlsx
siggraph_2020-06-21_02-37-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2020
Short Description:
siggraph via NodeXL https://bit.ly/37R4dhS
@siggraph
@ymt3d
@nakano_muramoto
@youtube
@fadis_
@ctsuchinoko
@siggraph_irc
@seiko_dev
@masafumi
@arealityevent

Top hashtags:
#siggraph2020
#siggraph
#siggraphnow
#machinelearning
#dataviz
#infovis
#ieeevis

Description:
Description
The graph represents a network of 860 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, 21 June 2020 at 09:38 UTC.

The requested start date was Sunday, 21 June 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, 14-minute period from Sunday, 07 June 2020 at 01:42 UTC to Saturday, 20 June 2020 at 09:56 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 : 860
Unique Edges : 877
Edges With Duplicates : 1406
Total Edges : 2283
Number of Edge Types : 5
Tweet : 181
Retweet : 550
MentionsInRetweet : 936
Mentions : 527
Replies to : 89
Self-Loops : 184
Reciprocated Vertex Pair Ratio : 0.0332046332046332
Reciprocated Edge Ratio : 0.0642750373692078
Connected Components : 125
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 641
Maximum Edges in a Connected Component : 1991
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.582631
Graph Density : 0.00181119202967214
Modularity : 0.483202
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 860 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, 21 June 2020 at 09:38 UTC.

The requested start date was Sunday, 21 June 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, 14-minute period from Sunday, 07 June 2020 at 01:42 UTC to Saturday, 20 June 2020 at 09:56 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:
[35] http://geometrylearning.com/paper/DeepFaceDrawing.pdf
[17] https://qiita.com/tomo_makes/items/5f88c32b4c2f2f33da92
[16] https://www.youtube.com/watch?v=ym8Tnmiz5N8&feature=youtu.be&t=62

[10] https://www.youtube.com/watch?v=QMLwizIl76k&feature=youtu.be

[10] https://www.youtube.com/watch?v=6KV1Nv7PjUE&feature=youtu.be

[10] https://www.youtube.com/watch?v=jYdMKdRUq_8&feature=youtu.be

[9] https://realtimeconference.com/2020-registration-june/#level
[7] https://www.youtube.com/watch?v=Rzj3k3yerDk

[7] http://sparkfx.ca/festivals/information.php?SIGGRAPH-2020
[6] https://3dnchu.com/archives/ai4animation-multicontact-chara-move/

Top URLs in Tweet in G1:
[33] http://geometrylearning.com/paper/DeepFaceDrawing.pdf
[6] https://s2020.siggraph.org/conference/siggraph-now-supplemental-learning/
[3] https://www.siggraph.org/working-from-home-in-animation-industry/
[2] https://lmgtfy.com/?q=Volumetric+Human+Teleportation
[2] http://sparkfx.ca/festivals/information.php?SIGGRAPH-2020
[2] https://www.siggraph.org/2020-outstanding-service-award-thierry-frey/
[1] https://www.animationmagazine.net/technology/reallusion-launches-new-2d-mocap-plugin-with-cartoon-animator-4-2/
[1] https://blog.siggraph.org/2020/05/foldinghome-citizen-scientists-gain-insight-on-covid-19.html/
[1] https://blog.siggraph.org/2020/05/what-does-it-take-to-put-on-a-virtual-conference.html/
[1] https://s2020.siggraph.org/conference/program-events/art-gallery/

Top URLs in Tweet in G2:
[5] https://qiita.com/tomo_makes/items/5f88c32b4c2f2f33da92
[4] https://www.youtube.com/watch?v=jYdMKdRUq_8&feature=youtu.be

[4] http://sparkfx.ca/festivals/information.php?SIGGRAPH-2020
[3] https://www.youtube.com/watch?v=jYdMKdRUq_8

[3] https://3dnchu.com/archives/ai4animation-multicontact-chara-move/
[3] https://www.youtube.com/watch?v=Rzj3k3yerDk

[2] https://blog.siggraph.org/2020/06/the-big-picture-translating-complex-math-into-easy-to-understand-graphics.html/
[2] https://www.reddit.com/r/compsci/comments/gzp5ah/r_acm_siggraph_2020_doctoral_dissertation_award/
[2] https://www.youtube.com/watch?v=Rzj3k3yerDk&feature=youtu.be

[1] http://portal.core.edu.au/jnl-ranks/

Top URLs in Tweet in G3:
[4] https://s2020.siggraph.org/conference/program-events/graduate-cohorts/thesis-fast-forward/
[2] https://history-of-animation.webflow.io
[2] https://twitter.com/siggraph/status/1273103079026671617
[2] https://slate.com/technology/2020/06/cultured-meat-red-tape.html?via=rss_socialflow_twitter
[2] http://blog.siggraph.org
[1] https://sa2020.siggraph.org/en/submissions/technical-communications
[1] https://vrawards.aixr.org/register-interest/
[1] https://sa2020.siggraph.org/submissions/emerging-technologies
[1] https://virtualspeech.com/blog/history-of-vr
[1] https://twitter.com/siggraph/status/1270505986831405056

Top URLs in Tweet in G4:
[1] https://3dnchu.com/archives/ai4animation-multicontact-chara-move/

Top URLs in Tweet in G5:
[10] https://www.youtube.com/watch?v=QMLwizIl76k&feature=youtu.be

[1] https://3dnchu.com/archives/ai4animation-multicontact-chara-move/

Top URLs in Tweet in G6:
[16] https://www.youtube.com/watch?v=ym8Tnmiz5N8&feature=youtu.be&t=62

[11] https://qiita.com/tomo_makes/items/5f88c32b4c2f2f33da92
[3] https://twitter.com/jaguring1/status/1270978324672569344
[2] https://www.youtube.com/watch?v=gfY2LfRfE1E&feature=youtu.be

[1] https://www.cl.cam.ac.uk/research/rainbow/projects/motion_quality_model/
[1] http://masafumi.cocolog-nifty.com/masafumis_diary/2020/06/post-97cf9a.html
[1] https://zhan-xu.github.io/rig-net/
[1] https://www.youtube.com/watch?v=J90VETgWIDg

[1] https://github.com/DeepMotionEditing/deep-motion-editing
[1] http://geometrylearning.com/paper/DeepFaceDrawing.pdf

Top URLs in Tweet in G7:
[10] https://www.youtube.com/watch?v=6KV1Nv7PjUE&feature=youtu.be

[5] https://www.youtube.com/watch?v=jYdMKdRUq_8&feature=youtu.be

[4] https://www.youtube.com/watch?v=Rzj3k3yerDk

[4] https://www.youtube.com/watch?v=ym8Tnmiz5N8&feature=youtu.be

[2] https://www.youtube.com/watch?v=0SvG4-pds1o&feature=youtu.be

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

[2] https://www.youtube.com/watch?v=Rzj3k3yerDk&feature=youtu.be

[1] https://en.wikipedia.org/wiki/SIGGRAPH
[1] https://www.youtube.com/watch?v=zhwQXbWANkw&feature=youtu.be

[1] https://www.youtube.com/watch?v=gfY2LfRfE1E&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://bit.ly/3f4oxPr
[1] https://talkshop.live/streaming-content/2354?utm_source=share&utm_medium=25856&utm_campaign=sc-share-button

Top URLs in Tweet in G9:
[9] https://realtimeconference.com/2020-registration-june/#level
[1] https://www.capskin.com/

Top URLs in Tweet in G10:
[4] https://www.siggraph.org/2020-significant-new-researcher-award-alec-jacobson/
[1] https://xinyazhang.gitlab.io/puzzletunneldiscovery/
[1] https://twitter.com/siggraph/status/1270128493456744455

Top Domains
Top Domains in Tweet in Entire Graph:
[104] youtube.com
[50] siggraph.org
[36] geometrylearning.com
[30] twitter.com
[17] qiita.com
[9] realtimeconference.com
[9] reddit.com
[8] acm.org
[7] 3dnchu.com
[7] sparkfx.ca

Top Domains in Tweet in G1:
[34] geometrylearning.com
[25] siggraph.org
[8] youtube.com
[2] syncedreview.com
[2] venturebeat.com
[2] google.com
[2] lmgtfy.com
[2] sparkfx.ca
[2] twitter.com
[1] animationmagazine.net

Top Domains in Tweet in G2:
[18] youtube.com
[7] siggraph.org
[7] reddit.com
[5] qiita.com
[4] twitter.com
[4] sparkfx.ca
[3] 3dnchu.com
[2] 4gamer.net
[2] neurons.ai
[2] wikipedia.org

Top Domains in Tweet in G3:
[10] siggraph.org
[10] twitter.com
[2] webflow.io
[2] youtube.com
[2] slate.com
[1] aixr.org
[1] virtualspeech.com
[1] cltampa.com
[1] reddit.com
[1] geotests.net

Top Domains in Tweet in G4:
[1] 3dnchu.com

Top Domains in Tweet in G5:
[10] youtube.com
[1] 3dnchu.com

Top Domains in Tweet in G6:
[19] youtube.com
[11] qiita.com
[3] twitter.com
[1] ac.uk
[1] cocolog-nifty.com
[1] github.io
[1] github.com
[1] geometrylearning.com

Top Domains in Tweet in G7:
[34] youtube.com
[1] wikipedia.org

Top Domains in Tweet in G8:
[1] bit.ly
[1] talkshop.live

Top Domains in Tweet in G9:
[9] realtimeconference.com
[1] capskin.com

Top Domains in Tweet in G10:
[4] siggraph.org
[1] gitlab.io
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] siggraph2020
[42] siggraph
[17] siggraphnow
[16] machinelearning
[15] dataviz
[15] infovis
[15] ieeevis
[14] visualanalytics
[13] ai
[13] ieeecga



Top Hashtags in Tweet in G1:
[34] siggraph2020
[14] siggraphnow
[10] machinelearning
[9] ai
[7] acmsiggraph
[5] neuralnetworks
[4] animation
[4] free
[3] art
[3] research

Top Hashtags in Tweet in G2:
[4] free
[4] learning
[4] business
[4] events
[3] machinelearning
[2] siggraph
[2] intoainews
[1] qiita
[1] ai
[1] math

Top Hashtags in Tweet in G3:
[34] siggraph
[15] dataviz
[15] infovis
[15] ieeevis
[14] visualanalytics
[13] ieeecga
[12] colourlovers
[12] durhamcountylib
[11] color
[10] colortheory

Top Hashtags in Tweet in G4:
[1] 3dnchu
[1] unity3d

Top Hashtags in Tweet in G6:
[1] siggraphnow
[1] machinelearning

Top Hashtags in Tweet in G7:
[2] gamersunite
[2] nbalivecommunity
[1] gamergirls
[1] gaming
[1] basketball
[1] siggraphnow
[1] machinelearning
[1] b3d
[1] siggraph2020
[1] siggraph

Top Hashtags in Tweet in G8:
[2] connectwithkids
[1] odaatanimated
[1] odaat
[1] talkshoplive

Top Hashtags in Tweet in G9:
[3] rtc_2020

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[248] siggraph
[61] paper
[60] many
[60] iliyang
[60] found
[59] wondered
[59] combine
[59] uncountably
[59] sampling
[59] techniques

Top Words in Tweet in G2:
[65] siggraph
[42] 2020
[16] acm
[10] award
[9] thesis
[9] learning
[8] doctoral
[8] dissertation
[8] goes
[8] csail

Top Words in Tweet in G3:
[100] siggraph
[34] #siggraph
[21] podcast
[20] talk
[19] time
[19] unity3d
[19] nvidia
[19] blizzard_ent
[19] ilmvfx
[19] ra

Top Words in Tweet in G4:
[47] local
[47] motion
[47] phases
[47] learning
[47] multi
[47] contact
[47] character
[47] movements
[47] バスケットボール等の複雑な動きもok
[47] ディープラーニングを活用したモーション合成フレームワーク

Top Words in Tweet in G5:
[34] siggraph
[30] フォントを機械学習で自動生成する系の論文が定番のネタになりつつあって
[30] 大体それ出してるの中国の大学で
[30] 大量の漢字にいろんな書体のグリフを用意するのは人類には辛すぎるという強い意志を感じる
[29] fadis_
[10] 今年のsiggraphで出るらしいrgbカメラ一台でボリューめトリックビデオキャプチャーみたいなことできちゃうやつすごすぎる
[9] makotofalcon
[2] local
[2] motion
[2] phases

Top Words in Tweet in G6:
[41] siggraph
[32] 2020
[29] motion
[18] networks
[17] deep
[16] 体型違いのモーキャプリターゲティングの最強実装な予感
[16] skeleton
[16] aware
[16] retargeting
[15] izm

Top Words in Tweet in G7:
[46] siggraph
[25] youtube
[18] learning
[17] live
[16] 2020
[12] nba
[12] link
[11] machine
[11] neural
[11] networks

Top Words in Tweet in G8:
[8] official_alexb_
[7] bemodernman
[6] siggraph
[6] fityourstyle
[6] talkshoplive
[5] trevorromain
[5] trevorromainco
[5] lightcarriers
[5] siggraph_irc
[4] celebwhogive

Top Words in Tweet in G9:
[9] realtime_conf
[9] register
[8] going
[8] live
[8] hour
[8] late
[8] come
[8] meet
[8] speakers
[8] ilmlondon

Top Words in Tweet in G10:
[17] siggraph
[14] debjitbis08
[14] stevenstrogatz
[14] preprint
[14] space
[14] tunnel
[14] discovery
[14] puzzle
[14] path
[13] kangaroophysics

Top Word Pairs
Top Word Pairs in Tweet in G2:
[59] siggraph,2020
[59] acm,siggraph
[59] 2020,doctoral
[59] doctoral,dissertation
[59] dissertation,award
[59] award,goes
[59] goes,csail
[59] csail,tzu
[59] tzu,mao
[59] mao,li

Top Word Pairs in Tweet in G3:
[33] unity3d,nvidia
[15] nvidia,blizzard_ent
[8] blizzard_ent,ilmvfx
[8] siggraph,latest
[8] latest,episode
[8] episode,siggraph
[8] siggraph,spotlight
[8] spotlight,podcast
[8] podcast,experts
[8] experts,unity3d

Top Word Pairs in Tweet in G4:
[19] local,motion
[19] motion,phases
[19] phases,learning
[18] learning,multi
[18] multi,contact
[18] contact,character
[18] character,movements
[18] movements,バスケットボール等の複雑な動きもok
[18] バスケットボール等の複雑な動きもok,ディープラーニングを活用したモーション合成フレームワーク
[18] ディープラーニングを活用したモーション合成フレームワーク,siggraph

Top Word Pairs in Tweet in G5:
[47] siggraph,フォントを機械学習で自動生成する系の論文が定番のネタになりつつあって
[47] フォントを機械学習で自動生成する系の論文が定番のネタになりつつあって,大体それ出してるの中国の大学で
[47] 大体それ出してるの中国の大学で,大量の漢字にいろんな書体のグリフを用意するのは人類には辛すぎるという強い意志を感じる
[47] fadis_,siggraph
[47] makotofalcon,今年のsiggraphで出るらしいrgbカメラ一台でボリューめトリックビデオキャプチャーみたいなことできちゃうやつすごすぎる
[47] local,motion
[47] motion,phases
[47] phases,learning
[47] learning,multi
[47] multi,contact

Top Word Pairs in Tweet in G6:
[30] siggraph,2020
[30] 体型違いのモーキャプリターゲティングの最強実装な予感,siggraph
[30] 2020,skeleton
[29] skeleton,aware
[9] aware,networks
[2] networks,deep
[2] deep,motion
[2] motion,retargeting
[2] izm,体型違いのモーキャプリターゲティングの最強実装な予感
[2] retargeting,ここでコードも公開し

Top Word Pairs in Tweet in G7:
[32] siggraph,2020
[16] nba,live
[16] machine,learning
[16] learning,neural
[16] ea,sports
[16] sports,introduce
[16] introduce,siggraph
[16] siggraph,nba
[15] live,22
[15] 22,possible

Top Word Pairs in Tweet in G8:
[16] fityourstyle,trevorromain
[12] trevorromain,talkshoplive
[11] talkshoplive,trevorromainco
[11] trevorromainco,lightcarriers
[10] lightcarriers,siggraph_irc
[10] celebwhogive,fityourstyle
[10] iamquddus,drmichaelbb
[10] drmichaelbb,iamwesmoore
[10] iamwesmoore,getinvolve1
[10] getinvolve1,karamo

Top Word Pairs in Tweet in G9:
[5] going,live
[5] live,hour
[5] hour,late
[5] late,register
[5] register,come
[4] come,meet
[4] meet,speakers
[4] speakers,ilmlondon
[4] realtime_conf,going
[4] clap,clap

Top Word Pairs in Tweet in G10:
[8] debjitbis08,stevenstrogatz
[8] stevenstrogatz,siggraph
[8] siggraph,preprint
[8] preprint,space
[8] space,tunnel
[8] tunnel,discovery
[8] discovery,puzzle
[8] puzzle,path
[7] kangaroophysics,debjitbis08
[4] path,plann

Top Replied-To
Top Replied-To in Entire Graph:
@official_alexb_
@hci_research
@siggraph
@xarmalarma
@harvardvcg
@adobeawards
@songcarver
@shgibbsjr
@avphenom
@rodeostore

Top Replied-To in G1:
@hci_research
@xarmalarma
@siggraph
@harvardvcg
@songcarver
@iliyang
@tangent_anim
@profbof
@suyashcjoshi
@mergeist

Top Replied-To in G3:
@siggraphsv
@official_alexb_

Top Replied-To in G7:
@prime_76
@jeffcortinas
@notaskingnicely

Top Replied-To in G8:
@official_alexb_
@erinmooney72

Top Replied-To in G9:
@rileybrownart

Top Replied-To in G10:
@debjitbis08

Top Mentioned
Top Mentioned in Entire Graph:
@siggraph
@iliyang
@ymt3d
@hci_research
@fadis_
@profbof
@youtube
@ilmvfx
@nvidia
@unity3d

Top Mentioned in G1:
@siggraph
@iliyang
@hci_research
@profbof
@xarmalarma
@haoli81
@hpfister
@weta_digital
@disneyanimation
@songcarver

Top Mentioned in G2:

Top Mentioned in G3:
@siggraph
@unity3d
@nvidia
@blizzard_ent
@ilmvfx
@siggraphasia
@tomaszbednarz
@alexvasilescu
@siggraph_irc
@siggraphasiasv

Top Mentioned in G4:
@ymt3d

Top Mentioned in G5:
@fadis_
@makotofalcon
@ymt3d
@masafumi

Top Mentioned in G6:
@izm
@masafumi
@hogetatu
@siggraph
@profbof
@ymt3d
@gpu_eater
@xarmalarma
@hci_research

Top Mentioned in G7:
@youtube
@siggraph
@prime_76
@nlvcommittee
@jcdelannoy
@bclark_cgchar
@easportsnba
@eadougie
@ryansantos
@thatguyschwall

Top Mentioned in G8:
@bemodernman
@fityourstyle
@trevorromain
@talkshoplive
@siggraph
@trevorromainco
@lightcarriers
@siggraph_irc
@celebwhogive
@iamquddus

Top Mentioned in G9:
@realtime_conf
@ilmlondon
@siggraph
@intel
@msftvolumetric
@nexusstories
@verizonmedia
@coalitiongears
@glassboxtech
@garou_vr

Top Mentioned in G10:
@stevenstrogatz
@kangaroophysics
@debjitbis08
@_alecjacobson
@keenanisalive
@casualeffects
@iliyang
@siggraph

Top Tweeters
Top Tweeters in Entire Graph:
@func_hs
@complaymentdo
@ottlegalrebels
@you_and_i
@wwf
@alphasystech
@into_ai
@slate
@toru_inoue
@kuronekodaisuki

Top Tweeters in G1:
@ottlegalrebels
@wwf
@tarava777
@jimmyroybloom
@venturebeat
@rparedesselaive
@gizmodoau
@drahmadbazzi
@pokemon
@gamasutra

Top Tweeters in G2:
@into_ai
@sergiolugo
@dataaugmented
@digiponta
@reseterant
@hikoichisan
@santarh
@reddit4devs
@st4rw4rs
@m_sigepon

Top Tweeters in G3:
@alphasystech
@slate
@mastergraywolf
@fullnam35087976
@standard3d
@forensictoxguy
@a11v1r15
@nakano_muramoto
@unity3d
@hardmaru

Top Tweeters in G4:
@head_r
@pawgyle
@aosingou
@player_wot_nvc
@as_0714
@woll_chief
@tsunasiela_fla
@pikathu_k
@ji10me
@merli_mejia

Top Tweeters in G5:
@idzuna_tan
@stormyheart23
@dqnchubo
@makotofalcon
@futabachannel
@tightnaven
@waffle_maker
@mhiramat
@t_tutiya
@_tnak_

Top Tweeters in G6:
@func_hs
@you_and_i
@toru_inoue
@kuronekodaisuki
@foxykodai
@mt_paddy
@izm
@hikyaku
@futanyaha
@masafumi

Top Tweeters in G7:
@gamergalsrt
@ordofibonacci
@ml_tweet_bot
@jimmygunawanapp
@youngced7
@mummycomic
@prime_76
@smittyd1981
@jeffcortinas
@youtube

Top Tweeters in G8:
@paulmiller1313
@etnow
@3lwtv
@alfrededmondjr
@blackenterprise
@lin_manuel
@gloriaestefan
@fityourstyle
@official_alexb_
@erinmooney72

Top Tweeters in G9:
@princeton
@latenitefilms
@3dvf
@intel
@cinedatabase
@rewindco
@coalitiongears
@verizonmedia
@nexusstories
@owhylie

Top Tweeters in G10:
@nholzschuch
@jaguevaraf
@dynamicssiam
@stevenstrogatz
@casualeffects
@1biotensegrity
@melioratus
@softwarmechanic
@josvctorrivero
@henryseg


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