#CES2021, Twitter, 12/3/2020 5:14:15 PM, 242620


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#CES2021_2020-12-03_09-10-14.xlsx
#CES2021_2020-12-03_09-10-14.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 03, 2020
Short Description:
#CES2021 via NodeXL https://bit.ly/37zmbWr
@amd
@ces
@lisasu
@externalbuilder
@redgamingtech
@garyshapiro
@cci_inter_na
@scanmyphotos
@fmfrancoise
@pidejean

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

Description:
Description
The graph represents a network of 386 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 Thursday, 03 December 2020 at 17:10 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 41-minute period from Tuesday, 24 November 2020 at 15:21 UTC to Thursday, 03 December 2020 at 17:02 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 : 386
Unique Edges : 909
Edges With Duplicates : 176
Total Edges : 1085
Number of Edge Types : 5
Mentions : 104
Tweet : 75
Retweet : 318
MentionsInRetweet : 584
Replies to : 4
Self-Loops : 79
Reciprocated Vertex Pair Ratio : 0.024390243902439
Reciprocated Edge Ratio : 0.0476190476190476
Connected Components : 44
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 253
Maximum Edges in a Connected Component : 605
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.594326
Graph Density : 0.00621761658031088
Modularity : 0.63912
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 386 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 Thursday, 03 December 2020 at 17:10 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 41-minute period from Tuesday, 24 November 2020 at 15:21 UTC to Thursday, 03 December 2020 at 17:02 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:
[14] 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://ces.tech/Logistics/Register-Now.aspx?utm_Medium=spredfast&utm_source=&sf240346272=1
[8] https://klaxoon.zoom.us/webinar/register/2216058646996/WN_k3JFZx2VTEaKrT2rklZn_Q
[7] https://twitter.com/i/status/1323371825720688642
[6] https://ces2021.eventcore.com/?wt.mc_id=twitter_oo_ces_CESREG&sf240734559=1
[6] https://twitter.com/HaroldSinnott/status/1332398815912005636
[6] https://www.ces.tech/
[5] https://twitter.com/ces/status/1334531580052852737

Top URLs in Tweet in G1:
[1] https://ces.tech/Conference/Keynote-Addresses.aspx?sf240658578=1#AMD
[1] https://twitter.com/AMD/status/1334135492313575427

Top URLs in Tweet in G2:
[12] https://ces.tech/Conference/Keynote-Addresses.aspx?sf240658578=1#AMD
[8] https://ces.tech/Logistics/Register-Now.aspx?utm_Medium=spredfast&utm_source=&sf240346272=1
[8] https://klaxoon.zoom.us/webinar/register/2216058646996/WN_k3JFZx2VTEaKrT2rklZn_Q
[6] https://www.ces.tech/
[5] https://ces2021.eventcore.com/?wt.mc_id=twitter_oo_ces_CESREG&sf240734559=1
[5] https://twitter.com/verizon/status/1330949312596090883
[5] https://twitter.com/ces/status/1334531580052852737
[3] https://ces.tech/Logistics/Register-Now.aspx?utm_Medium=spredfast&utm_source=&sf240144124=1
[3] https://ces.tech/Logistics/Register-Now.aspx?utm_Medium=spredfast&utm_source=&sf239527979=1
[3] https://blogs.microsoft.com/blog/2020/10/19/enabling-the-digital-transformation-of-ces-2021/?sf239698846=1

Top URLs in Tweet in G3:
[7] https://twitter.com/i/status/1323371825720688642
[6] https://twitter.com/HaroldSinnott/status/1332398815912005636
[3] 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:
[2] https://ces2021.eventcore.com/
[2] https://twitter.com/CES/status/1330956810229063687
[2] https://www.ces.tech/Logistics/Register-Now.aspx
[1] https://rvo.smh.re/I7b
[1] https://www.rijksoverheid.nl/actueel/nieuws/2020/11/19/nederland-naar-digitale-techbeurs-ces-met-oplossingen-voor-wereldwijde-uitdagingen
[1] https://www.linkedin.com/slink?code=dY7QWyG
[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://spectrum.ieee.org/view-from-the-valley/consumer-electronics/gadgets/what-attending-virtual-ces-2021-might-be-like#.X8Yyq8zKCP8.twitter
[1] https://dealerscope.com/wp-content/uploads/2020/11/Onepager-CES-2021-Final.pdf
[1] https://twitter.com/AMD/status/1334135492313575427

Top URLs in Tweet in G5:
[10] https://www.frenchtechbordeaux.com/comment-le-ces-a-change-la-vie-daxis/

Top URLs in Tweet in G7:
[9] https://www.youtube.com/watch?v=G0dk9oKqQP0&feature=youtu.be

[1] https://ces2021.eventcore.com/?wt.mc_id=twitter_oo_ces_CESREG&sf240734559=1
[1] https://ces.tech/Conference/Keynote-Addresses.aspx?sf240658578=1#AMD

Top URLs in Tweet in G8:
[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 G9:
[4] https://www.activelook.net
[1] https://buddytherobot.com/en/buddy-the-emotional-robot/
[1] https://lynx-r.com

Top URLs in Tweet in G10:
[2] https://twitter.com/MonaKeijzer/status/1330109725980168194

Top Domains
Top Domains in Tweet in Entire Graph:
[45] twitter.com
[45] ces.tech
[12] youtube.com
[10] frenchtechbordeaux.com
[9] eventcore.com
[8] zoom.us
[7] smh.re
[5] messengeo.net
[5] scanmyphotos.com
[4] androidauthority.com

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

Top Domains in Tweet in G2:
[38] ces.tech
[16] twitter.com
[8] zoom.us
[6] eventcore.com
[4] androidauthority.com
[3] microsoft.com
[2] co.uk
[2] nxp.com
[2] linkedin.com
[2] gregoryfca.com

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

Top Domains in Tweet in G4:
[3] twitter.com
[3] supportgenie.io
[2] eventcore.com
[2] ces.tech
[1] smh.re
[1] rijksoverheid.nl
[1] linkedin.com
[1] microsoft.com
[1] ieee.org
[1] dealerscope.com

Top Domains in Tweet in G5:
[10] frenchtechbordeaux.com

Top Domains in Tweet in G7:
[9] youtube.com
[1] eventcore.com
[1] ces.tech

Top Domains in Tweet in G8:
[5] messengeo.net
[4] lepoool.tech
[2] bretagnecommerceinternational.com

Top Domains in Tweet in G9:
[4] activelook.net
[1] buddytherobot.com
[1] lynx-r.com

Top Domains in Tweet in G10:
[2] twitter.com

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



Top Hashtags in Tweet in G1:
[135] ces2021

Top Hashtags in Tweet in G2:
[138] ces2021
[13] ces
[8] klaxoon
[8] transformation
[8] futureofwork
[8] govirtual
[5] tech
[4] consumer
[3] startup
[3] coverage

Top Hashtags in Tweet in G3:
[53] 5g
[53] broadband
[48] ai
[48] iot
[48] ces2021
[48] automation
[48] 4ir
[48] digitaltransformation
[48] ar
[48] futureofwork

Top Hashtags in Tweet in G4:
[31] ces2021
[4] supportgenie
[4] customerservice
[4] customersupport
[4] ai
[2] ces
[1] tech
[1] rvo
[1] techsolutions
[1] globalchallenges

Top Hashtags in Tweet in G5:
[15] ces2021
[13] coaching
[13] communication
[13] b2b
[3] pre2021
[3] teamfranceexport
[3] teamnaqui
[2] ces

Top Hashtags in Tweet in G6:
[9] ai
[9] selfdriving
[9] autonomous
[9] ces2021
[9] iot
[9] 4ir
[9] 5g
[9] smartcities
[9] smartcity
[9] eu

Top Hashtags in Tweet in G7:
[12] ces2021
[9] playstation
[9] ps5
[9] amd
[9] ces
[9] ps5lite

Top Hashtags in Tweet in G8:
[7] ces2021
[5] ais2020
[5] stagiaires
[5] next40

Top Hashtags in Tweet in G9:
[6] ces2021
[1] ai
[1] ar
[1] vr

Top Hashtags in Tweet in G10:
[2] ces2021
[2] nlwatertech

Top Words
Top Words in Tweet in Entire Graph:
[445] #ces2021
[288] amd
[177] january
[168] stage
[162] 12
[160] virtual
[160] keynote
[147] ceo
[145] join
[136] tuesday

Top Words in Tweet in G1:
[268] amd
[135] #ces2021
[134] stage
[134] lisasu
[134] keynote
[134] january
[134] 12
[133] back
[133] virtual
[133] join

Top Words in Tweet in G2:
[138] #ces2021
[52] digital
[51] ces
[50] more
[38] global
[31] come
[31] stage
[30] january
[30] yes
[29] registration

Top Words in Tweet in G3:
[53] ways
[53] #5g
[53] #broadband
[53] impact
[53] wef
[53] #ai
[53] #iot
[53] #ces2021
[53] #automation
[53] #4ir

Top Words in Tweet in G4:
[31] #ces2021
[9] ces
[7] 2021
[6] tech
[6] more
[5] virtual
[5] support
[4] january
[4] link
[4] #supportgenie

Top Words in Tweet in G5:
[17] rdv
[15] #ces2021
[13] start
[13] préparer
[13] #coaching
[13] #communication
[13] démarquer
[13] concrétiser
[13] #b2b
[10] comment

Top Words in Tweet in G6:
[18] garbage
[9] volvo's
[9] self
[9] driving
[9] trucks
[9] designed
[9] operated
[9] one
[9] collector
[9] truck

Top Words in Tweet in G7:
[12] #ces2021
[9] #playstation
[9] redesign
[9] already
[9] #ps5
[9] lite
[9] next
[9] year
[9] #amd
[9] #ces

Top Words in Tweet in G8:
[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 G9:
[6] #ces2021
[6] discover
[6] french
[6] companies
[5] bf_techservices
[5] ces
[4] activelook1
[4] micro
[4] displays
[4] oled

Top Words in Tweet in G10:
[2] drie
[2] wateralliancenl
[2] leden
[2] nemen
[2] deel
[2] aan
[2] #ces2021
[2] vegas
[2] digitaal
[2] hydraloop

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[151] january,12
[144] #ces2021,keynote
[139] amd,ceo
[136] join,amd
[136] keynote,tuesday
[136] tuesday,january
[135] lisasu,#ces2021
[134] amd,back
[134] back,virtual
[134] virtual,stage

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

Top Word Pairs in Tweet in G2:
[45] digital,#ces2021
[23] more,come
[21] save,date
[20] yes,yes
[19] more,50
[19] 50,years
[19] years,ces
[19] ces,global
[19] global,stage
[19] stage,innovation

Top Word Pairs in Tweet in G3:
[53] ways,#5g
[53] #broadband,impact
[53] #ces2021,#automation
[53] #automation,#4ir
[53] #4ir,#digitaltransformation
[53] #digitaltransformation,#ar
[46] #5g,mobile
[46] mobile,#broadband
[46] impact,world
[46] world,wef

Top Word Pairs in Tweet in G4:
[5] ces,2021
[3] virtual,#ces2021
[3] amd,ceo
[3] ceo,lisa
[2] looking,forward
[2] 11,14
[2] check,website
[2] website,more
[2] more,details
[2] details,link

Top Word Pairs in Tweet in G5:
[13] préparer,#coaching
[13] #coaching,#communication
[13] #communication,démarquer
[13] démarquer,concrétiser
[13] concrétiser,rdv
[13] rdv,#b2b
[10] comment,ces
[10] ces,changé
[10] changé,vie
[10] vie,d'

Top Word Pairs in Tweet in G6:
[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 G7:
[9] #playstation,redesign
[9] redesign,already
[9] already,#ps5
[9] #ps5,lite
[9] lite,next
[9] next,year
[9] year,#amd
[9] #amd,#ces
[9] #ces,2021
[9] 2021,killer

Top Word Pairs in Tweet in G8:
[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 G9:
[6] #ces2021,discover
[6] discover,french
[6] french,companies
[5] bf_techservices,ces
[4] companies,activelook1
[4] activelook1,micro
[4] micro,displays
[4] displays,oled
[4] oled,smart
[4] smart,glasses

Top Word Pairs in Tweet in G10:
[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
@wef
@spirosmargaris
@jblefevre60
@nicochan33
@audreydesisto
@mvollmer1
@paula_piccard
@ces
@amd

Top Mentioned in G1:
@lisasu
@amd

Top Mentioned in G2:
@ces
@amd
@intel
@boschglobal
@caterpillarinc
@proctergamble
@garyshapiro
@samsungus
@johndeere
@ctatech

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

Top Mentioned in G5:
@ces
@axis_prototypes
@arnaudj
@pidejean

Top Mentioned in G6:
@techinsider

Top Mentioned in G7:
@lisasu
@amd

Top Mentioned in G8:
@secureic
@thalesgroup
@anozrway
@bcinter
@le_poool

Top Mentioned in G9:
@bf_techservices
@ces
@activelook1
@adoptbuddy
@stanlarroque

Top Mentioned in G10:
@wateralliancenl
@hydraloop
@d2dwater
@semioticlabs
@techleapnl

Top Tweeters
Top Tweeters in Entire Graph:
@thudao76
@ryo694
@chidambara09
@famouspixs
@tess_blue815
@andrewmorrisuk
@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
@jacobussystems
@lesguer_lionel
@fmfrancoise
@jeffreyawillia4
@verizon
@yujimarutani
@androidauth
@lenovo
@jayarontv

Top Tweeters in G3:
@chidambara09
@tess_blue815
@andrewmorrisuk
@trippbraden
@nicochan33
@thecuriousluke
@spirosmargaris
@sachin55476477
@jblefevre60
@touchme4youle

Top Tweeters in G4:
@feryatben
@jawadoh_23
@heiseonline
@gubatron
@jendudley
@_michaelhaynes
@kunalneo
@jisakumatome
@patrickseitz
@grey_fu

Top Tweeters in G5:
@domjdom
@vanessavincentr
@al_rousset
@ccideuxsevres
@loictroalen
@philippemetayer
@frenchtechbdx
@pidejean
@reseauspn
@aliptic_

Top Tweeters in G6:
@2morrowknight
@iottogether
@techinsider
@stayjid2000
@iotinternet
@barrycc4lyf
@stayjid
@99_juls
@skinner_m
@ibd_pseitz

Top Tweeters in G7:
@externalbuilder
@redgamingtech
@alldemthangs
@blindarchangel
@vdas1
@zevinsyl
@tippy_power
@voltest52020

Top Tweeters in G8:
@thalesgroup
@le_poool
@next40org
@bcinter
@lewagonnantes
@secureic
@noorakekkonen
@anozrway

Top Tweeters in G9:
@bf_techservices
@estelle_cheval
@adoptbuddy
@bf_techna
@activelook1
@stanlarroque

Top Tweeters in G10:
@techleapnl
@60heinstein
@wateralliancenl
@semioticlabs
@hydraloop
@d2dwater


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