#CES2021, Twitter, 12/5/2020 6:10:23 PM, 242729


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#CES2021_2020-12-05_10-07-01.xlsx
#CES2021_2020-12-05_10-07-01.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 05, 2020
Short Description:
#CES2021 via NodeXL https://bit.ly/33K24nG
@amd
@ces
@teamofindore
@lisasu
@fmfrancoise
@wef
@garyshapiro
@redgamingtech
@jblefevre60
@spirosmargaris

Top hashtags:
#ces2021
#ai
#5g
#iot
#4ir
#futureofwork
#broadband
#digitaltransformation
#ar
#automation

Description:
Description
The graph represents a network of 470 Twitter users whose recent tweets contained "#CES2021", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 05 December 2020 at 18:08 UTC.

The tweets in the network were tweeted over the 9-day, 7-hour, 28-minute period from Thursday, 26 November 2020 at 10:21 UTC to Saturday, 05 December 2020 at 17:49 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 : 470
Unique Edges : 1032
Edges With Duplicates : 255
Total Edges : 1287
Number of Edge Types : 5
Mentions : 153
Tweet : 109
MentionsInRetweet : 627
Retweet : 392
Replies to : 6
Self-Loops : 113
Reciprocated Vertex Pair Ratio : 0.0245821042281219
Reciprocated Edge Ratio : 0.0479846449136276
Connected Components : 60
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 353
Maximum Edges in a Connected Component : 1135
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.914418
Graph Density : 0.00472712425713378
Modularity : 0.612251
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 470 Twitter users whose recent tweets contained "#CES2021", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 05 December 2020 at 18:08 UTC.

The tweets in the network were tweeted over the 9-day, 7-hour, 28-minute period from Thursday, 26 November 2020 at 10:21 UTC to Saturday, 05 December 2020 at 17:49 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 : TwitterSearch
Graph Term : #CES2021
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:
[32] https://ces2021.eventcore.com/?wt.mc_id=twitter_oo_ces_CESREG&sf240734559=1
[17] https://twitter.com/ces/status/1334531580052852737
[17] https://ces.tech/Conference/Keynote-Addresses.aspx?sf240658578=1#AMD
[10] https://www.frenchtechbordeaux.com/comment-le-ces-a-change-la-vie-daxis/
[9] https://www.youtube.com/watch?v=G0dk9oKqQP0&feature=youtu.be

[8] https://klaxoon.zoom.us/webinar/register/2216058646996/WN_k3JFZx2VTEaKrT2rklZn_Q
[7] https://twitter.com/i/status/1323371825720688642
[6] https://twitter.com/CES/status/1334531580052852737
[5] https://taliconnected.com/
[5] https://www.ces.tech/

Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=G0dk9oKqQP0&feature=youtu.be

[1] https://ces.tech/Conference/Keynote-Addresses.aspx?sf240658578=1#AMD
[1] https://twitter.com/AMD/status/1334135492313575427

Top URLs in Tweet in G2:
[32] https://ces2021.eventcore.com/?wt.mc_id=twitter_oo_ces_CESREG&sf240734559=1
[15] https://ces.tech/Conference/Keynote-Addresses.aspx?sf240658578=1#AMD
[10] https://twitter.com/ces/status/1334531580052852737
[10] https://www.frenchtechbordeaux.com/comment-le-ces-a-change-la-vie-daxis/
[8] https://www.youtube.com/watch?v=G0dk9oKqQP0&feature=youtu.be

[8] https://klaxoon.zoom.us/webinar/register/2216058646996/WN_k3JFZx2VTEaKrT2rklZn_Q
[6] https://twitter.com/CES/status/1334531580052852737
[5] https://taliconnected.com/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242620
[5] https://www.ces.tech/

Top URLs in Tweet in G3:
[7] https://twitter.com/i/status/1323371825720688642
[4] https://twitter.com/HaroldSinnott/status/1332398815912005636
[2] https://twitter.com/i/status/1332398815912005636
[1] https://twitter.com/Eli_Krumova/status/1332346728939450370
[1] https://twitter.com/HaroldSinnott/status/1323371825720688642

Top URLs in Tweet in G4:
[3] https://www.ces.tech/Logistics/Register-Now.aspx
[1] https://blogs.microsoft.com/blog/2020/10/19/enabling-the-digital-transformation-of-ces-2021/?utm_content=143582160&utm_medium=social&utm_source=twitter&hss_channel=tw-39603093
[1] https://dealerscope.com/wp-content/uploads/2020/11/Onepager-CES-2021-Final.pdf
[1] https://twitter.com/CES/status/1330956810229063687
[1] https://twitter.com/AMD/status/1334135492313575427
[1] http://www.jisaka.com/archives/36619084.html
[1] https://www.heise.de/news/IT-Messe-CES-2021-AMD-CEO-Lisa-Su-haelt-einstuendige-Keynote-4978629.html
[1] https://ces2021.eventcore.com/
[1] https://twitter.com/garyshapiro/status/1334546183969234944
[1] https://www.linkedin.com/slink?code=d-3j3kx

Top URLs in Tweet in G5:
[3] https://transformindustry.com/virtual-sensor-world-week/register-now/?utm_campaign=FY21_SocialMedia_LeddarVision&utm_content=148092165&utm_medium=social&utm_source=twitter&hss_channel=tw-2147624455

Top URLs in Tweet in G6:
[5] https://clicks.messengeo.net/?i=d4ac8d5f6eca5a58f5ed75658569d9b2&c=aGNldC5sb29vcGVsQG5lbm9ra2VrLm46OjkxMzkwNjkxMjE=
[4] https://lepoool.tech/newsletter/
[2] https://www.bretagnecommerceinternational.com/actu/consumer-electronics-show-ces-2021/

Top URLs in Tweet in G7:
[7] https://twitter.com/ces/status/1334531580052852737

Top URLs in Tweet in G8:
[2] https://www.nexttv.com/blogs/ces-2021-a-work-in-progress-explores-how-tech-is-reshaping-post-pandemic-world
[2] https://startupsmagazine.co.uk/article-virtual-ces-still-offers-viable-opportunities-startups-exhibit
[1] https://www.itprotoday.com/saas/microsoft-virtual-events-success-lands-ces-2021-partnership
[1] https://spectrum.ieee.org/view-from-the-valley/consumer-electronics/gadgets/what-attending-virtual-ces-2021-might-be-like

Top URLs in Tweet in G9:
[2] https://twitter.com/MonaKeijzer/status/1330109725980168194

Top URLs in Tweet in G10:
[1] https://bluesalve.com/new-not-normal-virtual-events-virtual-ces/
[1] https://www.caba.org/the-new-not-normal-virtual-events-and-a-virtual-ces/
[1] https://twitter.com/ZWave_Alliance/status/1334873601036738560

Top Domains
Top Domains in Tweet in Entire Graph:
[59] twitter.com
[40] ces.tech
[35] eventcore.com
[13] youtube.com
[10] frenchtechbordeaux.com
[8] nodexlgraphgallery.org
[8] zoom.us
[5] taliconnected.com
[5] linkedin.com
[5] smh.re

Top Domains in Tweet in G1:
[1] youtube.com
[1] ces.tech
[1] twitter.com

Top Domains in Tweet in G2:
[34] eventcore.com
[30] ces.tech
[28] twitter.com
[11] youtube.com
[10] frenchtechbordeaux.com
[8] nodexlgraphgallery.org
[8] zoom.us
[5] taliconnected.com
[5] scanmyphotos.com
[4] dhs.gov

Top Domains in Tweet in G3:
[15] twitter.com

Top Domains in Tweet in G4:
[4] ces.tech
[4] twitter.com
[3] deloitte.com
[3] supportgenie.io
[2] linkedin.com
[2] support-eye.com
[1] microsoft.com
[1] dealerscope.com
[1] jisaka.com
[1] heise.de

Top Domains in Tweet in G5:
[3] transformindustry.com

Top Domains in Tweet in G6:
[5] messengeo.net
[4] lepoool.tech
[2] bretagnecommerceinternational.com

Top Domains in Tweet in G7:
[7] twitter.com

Top Domains in Tweet in G8:
[2] nexttv.com
[2] co.uk
[1] itprotoday.com
[1] ieee.org

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[1] bluesalve.com
[1] caba.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[571] ces2021
[65] ai
[63] 5g
[62] iot
[57] 4ir
[56] futureofwork
[53] broadband
[51] digitaltransformation
[50] ar
[48] automation



Top Hashtags in Tweet in G1:
[149] ces2021
[1] playstation
[1] ps5
[1] amd
[1] ces
[1] ps5lite

Top Hashtags in Tweet in G2:
[254] ces2021
[29] ces
[13] coaching
[13] communication
[13] b2b
[11] futureofwork
[8] playstation
[8] ps5
[8] amd
[8] ps5lite

Top Hashtags in Tweet in G3:
[50] 5g
[50] broadband
[45] ai
[45] iot
[45] ces2021
[45] automation
[45] 4ir
[45] digitaltransformation
[45] ar
[45] futureofwork

Top Hashtags in Tweet in G4:
[41] ces2021
[5] supportgenie
[5] customerservice
[5] customersupport
[5] ai
[3] ces
[2] smart
[2] sustainable
[2] video
[2] videosupport

Top Hashtags in Tweet in G5:
[12] iot
[12] smartcities
[12] ces2021
[9] ai
[9] selfdriving
[9] autonomous
[9] 4ir
[9] 5g
[9] smartcity
[9] eu

Top Hashtags in Tweet in G6:
[7] ces2021
[5] ais2020
[5] stagiaires
[5] next40

Top Hashtags in Tweet in G7:
[7] ces2021

Top Hashtags in Tweet in G8:
[6] ces2021
[4] startup

Top Hashtags in Tweet in G9:
[2] ces2021
[2] nlwatertech

Top Hashtags in Tweet in G10:
[3] ces2021
[1] blog
[1] virtual
[1] virtualevent
[1] tradeshow
[1] smarthome
[1] technology
[1] virtualevents
[1] ces

Top Words
Top Words in Tweet in Entire Graph:
[579] #ces2021
[334] amd
[207] january
[189] virtual
[179] stage
[177] 12
[175] keynote
[171] join
[165] ceo
[154] lisasu

Top Words in Tweet in G1:
[294] amd
[149] #ces2021
[147] stage
[147] lisasu
[147] keynote
[147] january
[147] 12
[146] back
[146] virtual
[146] join

Top Words in Tweet in G2:
[257] #ces2021
[104] ces
[93] digital
[55] come
[52] registration
[44] open
[42] time
[40] 2021
[36] more
[34] january

Top Words in Tweet in G3:
[50] ways
[50] #5g
[50] #broadband
[50] impact
[50] wef
[50] #ai
[50] #iot
[50] #ces2021
[50] #automation
[50] #4ir

Top Words in Tweet in G4:
[41] #ces2021
[10] ces
[7] 2021
[7] january
[7] 14
[7] more
[6] 11
[6] virtual
[6] support
[5] tech

Top Words in Tweet in G5:
[18] garbage
[12] #iot
[12] #smartcities
[12] #ces2021
[9] volvo's
[9] self
[9] driving
[9] trucks
[9] designed
[9] operated

Top Words in Tweet in G6:
[7] entreprises
[7] #ces2021
[5] ce
[5] mois
[5] ci
[5] newsletter
[5] poool
[5] #ais2020
[5] secureic
[5] collaboration

Top Words in Tweet in G7:
[7] complimentary
[7] registration
[7] first
[7] digital
[7] #ces2021
[7] open
[7] incredibly
[7] excited
[7] ces
[7] tribe

Top Words in Tweet in G8:
[10] ces
[6] #ces2021
[5] story
[4] tech
[4] #startup
[3] see
[3] check
[3] virtual
[2] reshaping
[2] world

Top Words in Tweet in G9:
[2] drie
[2] wateralliancenl
[2] leden
[2] nemen
[2] deel
[2] aan
[2] #ces2021
[2] vegas
[2] digitaal
[2] hydraloop

Top Words in Tweet in G10:
[3] #ces2021
[2] bluesalveteam
[2] rheiblim

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[171] january,12
[156] #ces2021,keynote
[156] amd,ceo
[150] join,amd
[150] keynote,tuesday
[150] tuesday,january
[149] lisasu,#ces2021
[148] amd,back
[148] back,virtual
[148] virtual,stage

Top Word Pairs in Tweet in G1:
[147] lisasu,#ces2021
[147] january,12
[146] amd,back
[146] back,virtual
[146] virtual,stage
[146] stage,join
[146] join,amd
[146] amd,ceo
[146] ceo,lisasu
[146] #ces2021,keynote

Top Word Pairs in Tweet in G2:
[70] digital,#ces2021
[37] registration,open
[34] time,come
[33] open,digital
[29] come,moment
[29] moment,ve
[29] ve,waiting
[29] waiting,registration
[22] yes,yes
[21] #ces2021,discover

Top Word Pairs in Tweet in G3:
[50] ways,#5g
[50] #broadband,impact
[50] #ces2021,#automation
[50] #automation,#4ir
[50] #4ir,#digitaltransformation
[50] #digitaltransformation,#ar
[43] #5g,mobile
[43] mobile,#broadband
[43] impact,world
[43] world,wef

Top Word Pairs in Tweet in G4:
[6] 11,14
[5] ces,2021
[4] january,11
[3] amd,ceo
[3] ceo,lisa
[3] virtually,#ces2021
[3] people,technology
[3] technology,ideas
[3] ideas,intersect
[3] intersect,join

Top Word Pairs in Tweet in G5:
[9] volvo's,self
[9] self,driving
[9] driving,garbage
[9] garbage,trucks
[9] trucks,designed
[9] designed,operated
[9] operated,one
[9] one,garbage
[9] garbage,collector
[9] collector,truck

Top Word Pairs in Tweet in G6:
[5] ce,mois
[5] mois,ci
[5] ci,newsletter
[5] newsletter,poool
[5] poool,#ais2020
[5] #ais2020,secureic
[5] secureic,collaboration
[5] collaboration,thalesgroup
[5] thalesgroup,anozrway
[5] anozrway,10

Top Word Pairs in Tweet in G7:
[7] complimentary,registration
[7] registration,first
[7] first,digital
[7] digital,#ces2021
[7] #ces2021,open
[7] open,incredibly
[7] incredibly,excited
[7] excited,ces
[7] ces,tribe
[7] tribe,appreciate

Top Word Pairs in Tweet in G8:
[4] #ces2021,#startup
[3] check,story
[2] see,ces
[2] ces,reshaping
[2] reshaping,tech
[2] tech,world
[2] world,midst
[2] midst,coronavirus
[2] coronavirus,pandemic
[2] pandemic,article

Top Word Pairs in Tweet in G9:
[2] drie,wateralliancenl
[2] wateralliancenl,leden
[2] leden,nemen
[2] nemen,deel
[2] deel,aan
[2] aan,#ces2021
[2] #ces2021,vegas
[2] vegas,digitaal
[2] digitaal,hydraloop
[2] hydraloop,d2dwater

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lisasu
@ces
@wef
@spirosmargaris
@jblefevre60
@nicochan33
@audreydesisto
@mvollmer1
@paula_piccard
@amd

Top Mentioned in G1:
@lisasu
@amd

Top Mentioned in G2:
@ces
@amd
@bf_techservices
@ctatech
@garyshapiro
@axis_prototypes
@lisasu
@externalbuilder
@redgamingtech
@cci_inter_na

Top Mentioned in G3:
@wef
@spirosmargaris
@jblefevre60
@nicochan33
@audreydesisto
@mvollmer1
@paula_piccard
@mikequindazzi
@haroldsinnott

Top Mentioned in G5:
@techinsider
@transform_ind
@leddar_tech

Top Mentioned in G6:
@secureic
@thalesgroup
@anozrway
@bcinter
@le_poool

Top Mentioned in G8:
@ces
@multinews
@thestartupsmag
@itppro
@ieeespectrum

Top Mentioned in G9:
@wateralliancenl
@hydraloop
@d2dwater
@semioticlabs
@techleapnl

Top Mentioned in G10:
@bluesalveteam
@rheiblim
@caba_news

Top Tweeters
Top Tweeters in Entire Graph:
@thudao76
@ryo694
@famouspixs
@tess_blue815
@andrewmorrisuk
@ssxman2
@hwashin_nf
@trippbraden
@nicochan33
@feryatben

Top Tweeters in G1:
@ryo694
@famouspixs
@hwashin_nf
@eugene_roserie
@drizzylowe
@reion_u
@yamarajsha
@drataru
@kurikata
@sohachi

Top Tweeters in G2:
@thudao76
@ssxman2
@domjdom
@jacobussystems
@lesguer_lionel
@scanmyphotos
@fmfrancoise
@meladalklimat
@yeezydude
@jeffreyawillia4

Top Tweeters in G3:
@tess_blue815
@andrewmorrisuk
@trippbraden
@nicochan33
@thecuriousluke
@spirosmargaris
@sachin55476477
@jblefevre60
@touchme4youle
@wef

Top Tweeters in G4:
@feryatben
@heiseonline
@swedetrap
@gubatron
@gabrielposada
@jendudley
@_michaelhaynes
@kunalneo
@sknrgareth
@andyboxall

Top Tweeters in G5:
@2morrowknight
@iottogether
@techinsider
@stayjid2000
@iotinternet
@barrycc4lyf
@stayjid
@99_juls
@jerrysmith82
@skinner_m

Top Tweeters in G6:
@thalesgroup
@le_poool
@next40org
@bcinter
@lewagonnantes
@secureic
@noorakekkonen
@anozrway

Top Tweeters in G7:
@chrisj_lewis
@mpetricone
@advocate4tech
@mschruers
@megbrownlawyer
@jnsusskind
@colwellmark

Top Tweeters in G8:
@multinews
@ieeespectrum
@912_
@thestartupsmag
@bwfpr
@itppro

Top Tweeters in G9:
@techleapnl
@60heinstein
@wateralliancenl
@semioticlabs
@hydraloop
@d2dwater

Top Tweeters in G10:
@caba_news
@zwave_alliance
@rheiblim
@bootsatherbest
@bluesalveteam


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