#CES2021, Twitter, 12/6/2020 4:28:12 PM, 242778


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#CES2021_2020-12-06_08-24-35.xlsx
#CES2021_2020-12-06_08-24-35.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 06, 2020
Short Description:
#CES2021 via NodeXL https://bit.ly/36NGRLf
@amd
@ces
@lisasu
@jblefevre60
@fmfrancoise
@trendsinai
@iottogether
@garyshapiro
@redgamingtech
@wef

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

Description:
Description
The graph represents a network of 486 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 Sunday, 06 December 2020 at 16:26 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 24-minute period from Friday, 27 November 2020 at 11:54 UTC to Sunday, 06 December 2020 at 16:19 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 : 486
Unique Edges : 1085
Edges With Duplicates : 344
Total Edges : 1429
Number of Edge Types : 5
Tweet : 113
Mentions : 161
Retweet : 414
MentionsInRetweet : 734
Replies to : 7
Self-Loops : 117
Reciprocated Vertex Pair Ratio : 0.0255707762557078
Reciprocated Edge Ratio : 0.04986642920748
Connected Components : 63
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 372
Maximum Edges in a Connected Component : 1298
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.814245
Graph Density : 0.00476432904840694
Modularity : 0.562918
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 486 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 Sunday, 06 December 2020 at 16:26 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 24-minute period from Friday, 27 November 2020 at 11:54 UTC to Sunday, 06 December 2020 at 16:19 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:
[34] https://ces2021.eventcore.com/?wt.mc_id=twitter_oo_ces_CESREG&sf240734559=1
[18] https://ces.tech/Conference/Keynote-Addresses.aspx?sf240658578=1#AMD
[14] https://twitter.com/CES/status/1334531580052852737
[10] https://twitter.com/ces/status/1334531580052852737
[10] https://www.frenchtechbordeaux.com/comment-le-ces-a-change-la-vie-daxis/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242729
[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
[5] https://www.tomshardware.fr/ces-2021-lisa-su-fera-un-discours-le-12-janvier/

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:
[34] https://ces2021.eventcore.com/?wt.mc_id=twitter_oo_ces_CESREG&sf240734559=1
[16] 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://klaxoon.zoom.us/webinar/register/2216058646996/WN_k3JFZx2VTEaKrT2rklZn_Q
[7] https://twitter.com/CES/status/1334531580052852737
[5] https://taliconnected.com/
[5] https://www.ces.tech/
[4] https://www.dhs.gov/science-and-technology/st-consumer-electronics-show-ces-2021
[4] https://www.tomshardware.fr/ces-2021-lisa-su-fera-un-discours-le-12-janvier/

Top URLs in Tweet in G3:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242729
[7] https://www.youtube.com/watch?v=G0dk9oKqQP0&feature=youtu.be

[7] https://twitter.com/i/status/1323371825720688642
[4] https://twitter.com/HaroldSinnott/status/1332398815912005636
[3] https://twitter.com/i/status/1332398815912005636
[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
[1] https://supportgenie.io/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242620
[1] https://twitter.com/Eli_Krumova/status/1332346728939450370
[1] https://twitter.com/HaroldSinnott/status/1323371825720688642

Top URLs in Tweet in G4:
[2] 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] http://trayectfutbol.xn--trayectoriasdeftbol-f9b.com/2019/08/xavi-boniquet.html

Top URLs in Tweet in G6:
[7] https://twitter.com/CES/status/1334531580052852737

Top URLs in Tweet in G7:
[5] https://clicks.messengeo.net/?i=d4ac8d5f6eca5a58f5ed75658569d9b2&c=aGNldC5sb29vcGVsQG5lbm9ra2VrLm46OjkxMzkwNjkxMjE=
[4] https://lepoool.tech/newsletter/

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:
[2] https://www.showstoppers.com/
[2] http://www.facebook.com/pages/p/175419559261721
[1] https://twitter.com/CES/status/1333870349499428867
[1] http://www.dailydooh.com/archives/138215
[1] https://showstoppers.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[57] twitter.com
[40] ces.tech
[37] eventcore.com
[17] nodexlgraphgallery.org
[13] youtube.com
[10] frenchtechbordeaux.com
[8] zoom.us
[6] linkedin.com
[5] tomshardware.fr
[5] taliconnected.com

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

Top Domains in Tweet in G2:
[36] eventcore.com
[31] ces.tech
[25] twitter.com
[10] frenchtechbordeaux.com
[8] nodexlgraphgallery.org
[8] zoom.us
[5] taliconnected.com
[4] dhs.gov
[4] androidauthority.com
[4] youtube.com

Top Domains in Tweet in G3:
[16] twitter.com
[9] nodexlgraphgallery.org
[7] youtube.com
[3] transformindustry.com
[1] supportgenie.io

Top Domains in Tweet in G4:
[5] twitter.com
[3] ces.tech
[3] linkedin.com
[2] deloitte.com
[1] microsoft.com
[1] dealerscope.com
[1] jisaka.com
[1] heise.de
[1] eventcore.com
[1] here.com

Top Domains in Tweet in G5:
[3] xn--trayectoriasdeftbol-f9b.com

Top Domains in Tweet in G6:
[7] twitter.com

Top Domains in Tweet in G7:
[5] messengeo.net
[4] lepoool.tech

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:
[3] showstoppers.com
[2] facebook.com
[1] twitter.com
[1] dailydooh.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[598] ces2021
[73] ai
[70] 5g
[69] iot
[64] 4ir
[61] futureofwork
[58] broadband
[56] digitaltransformation
[55] ar
[53] automation



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

Top Hashtags in Tweet in G2:
[250] ces2021
[23] ces
[13] coaching
[13] communication
[13] b2b
[11] futureofwork
[8] klaxoon
[8] transformation
[8] govirtual
[6] ai

Top Hashtags in Tweet in G3:
[80] ces2021
[66] 5g
[64] iot
[61] ai
[61] 4ir
[55] broadband
[50] automation
[50] digitaltransformation
[50] ar
[50] futureofwork

Top Hashtags in Tweet in G4:
[39] ces2021
[3] ces
[2] digitaltransformation
[2] startup
[2] smart
[2] sustainable
[2] hereatces
[2] locationtechnology
[1] startups
[1] innovation

Top Hashtags in Tweet in G5:
[6] ces2021
[3] futbolcat

Top Hashtags in Tweet in G6:
[7] ces2021

Top Hashtags in Tweet in G7:
[5] ais2020
[5] stagiaires
[5] next40
[5] 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:
[7] ces2021
[3] ces
[3] startup
[2] digi
[1] covid19
[1] nrf2021
[1] ise2021
[1] mwc2021
[1] jeez
[1] digitalevent

Top Words
Top Words in Tweet in Entire Graph:
[615] #ces2021
[348] amd
[205] january
[190] virtual
[182] stage
[180] 12
[175] keynote
[173] join
[166] ceo
[164] lisasu

Top Words in Tweet in G1:
[296] amd
[150] #ces2021
[148] stage
[148] lisasu
[148] keynote
[148] january
[148] 12
[147] back
[147] virtual
[147] join

Top Words in Tweet in G2:
[252] #ces2021
[109] ces
[95] digital
[58] come
[55] registration
[47] open
[44] time
[39] more
[36] yes
[35] ve

Top Words in Tweet in G3:
[95] #ces2021
[78] #iot
[76] #ai
[75] #4ir
[75] #5g
[64] #broadband
[64] #automation
[64] #digitaltransformation
[64] #ar
[64] #futureofwork

Top Words in Tweet in G4:
[39] #ces2021
[9] ces
[6] more
[6] 14
[5] 2021
[5] tech
[5] virtual
[5] january
[5] amd
[5] lisa

Top Words in Tweet in G5:
[6] boniquet
[6] #ces2021
[3] xavi
[3] lugar
[3] adecuado
[3] momento
[3] oportuno
[3] fútbol
[3] actual
[3] debutar

Top Words in Tweet in G6:
[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 G7:
[5] ce
[5] mois
[5] ci
[5] newsletter
[5] poool
[5] #ais2020
[5] secureic
[5] collaboration
[5] thalesgroup
[5] anozrway

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:
[7] #ces2021
[6] january
[5] 2021
[5] cancelled
[3] maximize
[3] strategy
[3] flexible
[3] schedule
[3] guarantees
[3] audience

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[173] january,12
[157] amd,ceo
[155] #ces2021,keynote
[151] join,amd
[151] keynote,tuesday
[151] tuesday,january
[150] lisasu,#ces2021
[149] amd,back
[149] back,virtual
[149] virtual,stage

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

Top Word Pairs in Tweet in G2:
[73] digital,#ces2021
[40] registration,open
[36] time,come
[35] open,digital
[31] come,moment
[31] moment,ve
[31] ve,waiting
[31] waiting,registration
[24] yes,yes
[21] #ces2021,discover

Top Word Pairs in Tweet in G3:
[64] #digitaltransformation,#ar
[55] ways,#5g
[55] #broadband,impact
[55] #ces2021,#automation
[55] #automation,#4ir
[55] #4ir,#digitaltransformation
[48] #5g,mobile
[48] mobile,#broadband
[48] impact,world
[48] world,wef

Top Word Pairs in Tweet in G4:
[5] 11,14
[4] ces,2021
[4] virtually,#ces2021
[3] amd,ceo
[3] ceo,lisa
[3] jan,11
[2] exhibitor,showcase
[2] smart,tech
[2] tech,houses
[2] houses,become

Top Word Pairs in Tweet in G5:
[3] xavi,boniquet
[3] boniquet,lugar
[3] lugar,adecuado
[3] adecuado,momento
[3] momento,oportuno
[3] oportuno,fútbol
[3] fútbol,actual
[3] actual,debutar
[3] debutar,2a
[3] 2a,siendo

Top Word Pairs in Tweet in G6:
[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 G7:
[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 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 Word Pairs in Tweet in G10:
[3] maximize,#ces2021
[3] #ces2021,strategy
[3] strategy,flexible
[3] flexible,schedule
[3] schedule,guarantees
[3] guarantees,audience
[3] audience,journalist
[3] journalist,join
[3] join,january
[3] january,well

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lisasu
@ces
@wef
@jblefevre60
@spirosmargaris
@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
@redgamingtech
@fmfrancoise
@externalbuilder

Top Mentioned in G3:
@wef
@spirosmargaris
@jblefevre60
@nicochan33
@audreydesisto
@mvollmer1
@paula_piccard
@techinsider
@amd
@ces

Top Mentioned in G5:
@cesabadell
@stoichkov27

Top Mentioned in G7:
@secureic
@thalesgroup
@anozrway
@le_poool

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

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

Top Mentioned in G10:
@shellypalmer
@eurocis
@nabshow

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

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

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

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

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

Top Tweeters in G5:
@cesabadell
@josmayjunior66
@trayectfutbol
@marcserramitja
@tomaspastorg
@stoichkov27
@tonysbd85

Top Tweeters in G6:
@chrisj_lewis
@mpetricone
@advocate4tech
@mschruers
@megbrownlawyer
@jnsusskind
@colwellmark

Top Tweeters in G7:
@thalesgroup
@le_poool
@next40org
@lewagonnantes
@secureic
@noorakekkonen
@anozrway

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

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

Top Tweeters in G10:
@dailydooh
@shellypalmer
@nabshow
@eurocis
@showstoppers


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