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#CES2019_2019-01-09_06-33-50.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
January 09, 2019
Short Description:
#CES2019 via NodeXL http://bit.ly/2TyqKHW
@ces
@benwood
@digitaltrends
@verizon
@evankirstel
@qualcomm
@markcwwhitehal1
@ynov_nantes
@claudiomkd
@uber

Top hashtags:
#ces2019
#ces
#iot
#dtces
#いけあやces
#5g
#innovation
#tech
#ces19
#startup

Description:
Description
The graph represents a network of 423 Twitter users whose recent tweets contained "#CES2019", 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 Wednesday, 09 January 2019 at 14:34 UTC.

The tweets in the network were tweeted over the 3-minute period from Wednesday, 09 January 2019 at 14:30 UTC to Wednesday, 09 January 2019 at 14:33 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 : 423
Unique Edges : 432
Edges With Duplicates : 79
Total Edges : 511
Self-Loops : 90
Reciprocated Vertex Pair Ratio : 0.012987012987013
Reciprocated Edge Ratio : 0.0256410256410256
Connected Components : 92
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 163
Maximum Edges in a Connected Component : 256
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.495383
Graph Density : 0.0021848005109072
Modularity : 0.779005
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://www.digitaltrends.com/ces/?utm_source=twitter&utm_medium=social&utm_campaign=CES_2019
[3] https://siecledigital.fr/2019/01/09/sandisk-minuscule-stockage-usb-c-4tb-ces-2019/
[3] https://www.digitaltrends.com/cars/qualcomm-ai-cockpit-ces-2019/?utm_content=buffere413e&utm_medium=social&utm_source=twitter.com&utm_campaign=dt-buffer
[2] https://av.watch.impress.co.jp/docs/news/1163730.html
[2] https://www.entrepreneur.com/slideshow/325996
[2] https://trib.al/REq2nBp
[2] https://trib.al/B85MCCy
[2] https://trib.al/edSldo0
[2] https://www.businessinsider.in/the-best-fitness-tech-we-saw-at-ces-2019/articleshow/67450400.cms
[2] https://av.watch.impress.co.jp/docs/news/1163782.html

Top URLs in Tweet in G1:
[2] https://www.businessinsider.in/the-best-fitness-tech-we-saw-at-ces-2019/articleshow/67450400.cms
[2] https://www.businessinsider.in/the-best-tv-we-saw-at-ces-2019/articleshow/67450424.cms
[1] https://ces2019.lgusnewsroom.com/

Top URLs in Tweet in G2:
[1] https://twitter.com/womeninav/status/1082405316094914561?s=21
[1] https://fashnerd.com/2019/01/7-must-see-innovations-at-this-years-ces-2019/
[1] https://www.youtube.com/watch?v=ylmozE3caoE&t=11s&utm_source=agorapulse&utm_medium=Twitter&utm_campaign=CES2018

[1] http://www.verizon.com/builton5gchallenge/

Top URLs in Tweet in G3:
[1] http://www.lefigaro.fr/secteur/high-tech/2019/01/04/32001-20190104ARTFIG00099-drone-de-cartographie-aeromapper-veut-decoller-sur-le-marche-americain.php
[1] https://www.latribune.fr/supplement/la-tribune-now/assurer-la-presence-des-femmes-dans-le-numerique-c-est-une-forme-decisive-de-la-resistance-801799.html

Top URLs in Tweet in G4:
[2] https://trib.al/REq2nBp
[2] https://trib.al/edSldo0
[2] https://trib.al/B85MCCy
[1] https://techcrunch.com/2019/01/08/lenovos-new-tablets-double-as-alexa-smart-screens/?utm_content=82340968&utm_medium=social&utm_source=twitter&hss_channel=tw-975463310496641024
[1] https://www.technologyreview.com/the-download/612727/ibm-has-unveiled-a-super-cool-quantum-computer-that-youll-never-get-to-see/?utm_source=twitter&utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement
[1] https://twitter.com/techcrunch/status/1082407049412120576

Top URLs in Tweet in G5:
[3] https://siecledigital.fr/2019/01/09/sandisk-minuscule-stockage-usb-c-4tb-ces-2019/
[1] https://www.objetconnecte.net/prototype-taxi-volant-uber/
[1] https://apple.news/Ao1YBSpGYQg-wJee57y8ozA
[1] https://www.tecnoandroid.it/2019/01/09/casa-smart-netatmo-presenta-il-campanello-che-ti-videochiama-al-ces-2019-457707
[1] http://madame.lefigaro.fr/business/comment-ne-pas-se-faire-bouffer-par-sa-start-up-171218-162649
[1] https://www.unlimit-tech.com/2019/01/sandisk-%d8%aa%d9%83%d8%b4%d9%81-%d8%b9%d9%86-%d8%b0%d8%a7%d9%83%d8%b1%d8%a9-%d9%81%d9%84%d8%a7%d8%b4-%d8%a8%d8%b3%d8%b9%d8%a9-4-%d8%aa%d9%8a%d8%b1%d8%a7%d8%a8%d8%a7%d9%8a%d8%aa-ces2019/
[1] http://time.com/5497526/6-most-promising-gadgets-ces-2019/
[1] https://twitter.com/darwinai/status/1083005987999510534
[1] https://www.flowfinity.com/blog/4-ways-to-achieve-digital-transformation-in-2019.aspx?utm_content=82305149&utm_medium=social&utm_source=twitter&hss_channel=tw-104913360

Top URLs in Tweet in G6:
[7] https://www.digitaltrends.com/ces/?utm_source=twitter&utm_medium=social&utm_campaign=CES_2019
[3] https://www.digitaltrends.com/cars/qualcomm-ai-cockpit-ces-2019/?utm_content=buffere413e&utm_medium=social&utm_source=twitter.com&utm_campaign=dt-buffer

Top URLs in Tweet in G7:
[1] https://www.usine-digitale.fr/article/ces-2019-l-assistant-vocal-de-lyrix-va-optimiser-les-tournees-commerciales.N787279
[1] https://twitter.com/i/moments/1080409776960561153

Top URLs in Tweet in G8:
[1] https://youtu.be/RsOOFlfcORI?utm_content=82336902&utm_medium=social&utm_source=twitter&hss_channel=tw-74432340

Top Domains
Top Domains in Tweet in Entire Graph:
[10] digitaltrends.com
[7] trib.al
[6] co.jp
[6] twitter.com
[4] youtube.com
[4] businessinsider.in
[4] theverge.com
[3] entrepreneur.com
[3] siecledigital.fr
[2] lefigaro.fr

Top Domains in Tweet in G1:
[4] businessinsider.in
[1] lgusnewsroom.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] fashnerd.com
[1] youtube.com
[1] verizon.com

Top Domains in Tweet in G3:
[1] lefigaro.fr
[1] latribune.fr

Top Domains in Tweet in G4:
[6] trib.al
[1] techcrunch.com
[1] technologyreview.com
[1] twitter.com

Top Domains in Tweet in G5:
[3] siecledigital.fr
[1] objetconnecte.net
[1] apple.news
[1] tecnoandroid.it
[1] lefigaro.fr
[1] unlimit-tech.com
[1] time.com
[1] twitter.com
[1] flowfinity.com

Top Domains in Tweet in G6:
[10] digitaltrends.com

Top Domains in Tweet in G7:
[1] usine-digitale.fr
[1] twitter.com

Top Domains in Tweet in G8:
[1] youtu.be

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[290] ces2019
[23] ces
[8] iot
[8] dtces
[7] いけあやces
[7] 5g
[7] innovation
[7] tech
[5] ces19
[5] startup



Top Hashtags in Tweet in G1:
[20] ces2019
[6] ces
[2] tv
[1] sandsexpo
[1] lgces2019
[1] 5g
[1] smarthome
[1] iot
[1] wearables
[1] autonomousvehicles

Top Hashtags in Tweet in G2:
[22] ces2019
[4] 5g
[2] nobullsht
[2] wearabletech
[2] verizon5g
[1] b7
[1] battle7oken
[1] development
[1] lindax
[1] crypto

Top Hashtags in Tweet in G3:
[17] ces2019
[2] sartrouville
[2] fdouest
[2] startups
[2] lafrenchtech
[2] smartcity
[2] frenchiot
[2] simplifierlavie
[2] bellnexus
[2] drone

Top Hashtags in Tweet in G4:
[30] ces2019
[4] driverlesscars
[4] autonomousvehicles
[2] madebygoogle
[2] tablet
[2] smartphones
[2] gadgets
[2] smartcities
[2] futureofwork
[2] developers

Top Hashtags in Tweet in G5:
[17] ces2019
[2] ces19
[1] tech
[1] accessorismart
[1] smarthome
[1] netatmo
[1] startup
[1] amd
[1] canadaces
[1] darwinai

Top Hashtags in Tweet in G6:
[16] ces2019
[8] dtces
[3] iot
[2] innovations
[1] ai
[1] smarthome
[1] voicefirst
[1] virtualassistant
[1] nrf2019
[1] robotics

Top Hashtags in Tweet in G7:
[14] ces2019
[2] ces
[2] booth50017
[2] revehome
[2] eurekapark
[2] teamfranceexport
[1] bretagneces2019
[1] frenchtech
[1] wearelafrenchtech
[1] lafrenchtechrises

Top Hashtags in Tweet in G8:
[3] ces2019
[1] emotionai

Top Hashtags in Tweet in G9:
[3] ces2019
[2] 5g
[2] samsungces2019
[2] ecg
[2] digitalhealth
[1] dhs2019
[1] wearabletech
[1] iot

Top Hashtags in Tweet in G10:
[2] ces2019
[2] ces

Top Words
Top Words in Tweet in Entire Graph:
[183] Words in Sentiment List#1: Positive
[34] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6109] Non-categorized Words
[6326] Total Words
[290] ces2019
[60] ces
[28] au
[27] s
[27] new

Top Words in Tweet in G1:
[20] ces2019
[11] ces
[8] tv
[7] lgus
[6] s
[5] biindia
[4] lg
[4] best
[4] saw
[4] show

Top Words in Tweet in G2:
[22] ces2019
[15] ces
[8] app_elles
[6] l
[5] 5g
[4] day
[4] join
[4] floor
[4] c
[4] discuss

Top Words in Tweet in G3:
[17] ces2019
[13] au
[12] les
[9] pour
[7] groupelaposte
[7] avec
[6] à
[6] sur
[5] cc
[5] ce

Top Words in Tweet in G4:
[30] ces2019
[7] google
[6] s
[6] techcrunch
[5] new
[5] evankirstel
[4] assistant
[4] smartphones
[4] concept
[4] driverlesscars

Top Words in Tweet in G5:
[17] ces2019
[4] sandisk
[3] ces
[3] 2019
[3] lancé
[3] minuscule
[3] stockage
[3] usb
[3] c
[3] 4tb

Top Words in Tweet in G6:
[18] gt
[16] ces2019
[9] digitaltrends
[8] dtces
[5] tricycle
[5] sways
[5] itself
[5] yamahamotorusa
[5] https
[5] t

Top Words in Tweet in G7:
[14] ces2019
[12] au
[9] startups
[8] pour
[8] toutes
[8] les
[6] sur
[6] à
[5] plus
[5] lafrenchtech

Top Words in Tweet in G8:
[3] excited
[3] ces2019
[2] car
[2] booth
[2] participate
[2] veoneer1
[2] panel
[2] discussion
[2] tonight
[2] discuss

Top Words in Tweet in G9:
[3] ces2019
[2] mikefeibus
[2] excited
[2] 5g
[2] 2019
[2] beyond
[2] samsung
[2] pres
[2] ceo
[2] hs

Top Words in Tweet in G10:
[3] here
[2] pass
[2] ces2019
[2] ces
[2] attendees
[2] etc
[2] wish
[2] enable
[2] undeserved
[2] disabled

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] au,ces2019
[12] ces,ces2019
[12] gt,gt
[10] toutes,les
[10] les,startups
[8] google,assistant
[8] ces2019,dtces
[8] system,one
[7] いけあやces,ces2019
[6] foldable,phone

Top Word Pairs in Tweet in G1:
[4] lg,s
[4] saw,ces2019
[4] ces,ces2019
[2] forget,measuring
[2] measuring,yourself
[2] yourself,lg
[2] s,sensor
[2] sensor,help
[2] help,find
[2] find,clothes

Top Word Pairs in Tweet in G2:
[3] ces,ces2019
[3] au,ces
[2] gearing,up
[2] up,day
[2] day,two
[2] two,nobullsht
[2] nobullsht,join
[2] join,main
[2] main,floor
[2] floor,near

Top Word Pairs in Tweet in G3:
[13] au,ces2019
[4] sur,stand
[3] cc,pirontristan
[3] ces2019,avec
[2] heureuse,croiser
[2] croiser,à
[2] à,vegas
[2] vegas,au
[2] ces2019,olivier
[2] olivier,piveteau

Top Word Pairs in Tweet in G4:
[4] google,assistant
[2] assistant,soon
[2] soon,translate
[2] translate,conversations
[2] conversations,interpreter
[2] interpreter,mode
[2] mode,ces2019
[2] people,talking
[2] talking,foldable
[2] foldable,smartphones

Top Word Pairs in Tweet in G5:
[3] sandisk,lancé
[3] lancé,minuscule
[3] minuscule,stockage
[3] stockage,usb
[3] usb,c
[3] c,4tb
[3] 4tb,ces2019
[2] ces,2019
[2] ces2019,ces19
[2] e,tron

Top Word Pairs in Tweet in G6:
[12] gt,gt
[8] ces2019,dtces
[5] tricycle,sways
[5] sways,itself
[5] itself,yamahamotorusa
[5] yamahamotorusa,ces2019
[5] dtces,https
[5] https,t
[5] t,co
[5] co,t0wgub3x6j

Top Word Pairs in Tweet in G7:
[8] toutes,les
[8] les,startups
[6] au,ces2019
[4] photo,famille
[4] famille,annuelle
[4] annuelle,toutes
[4] startups,françaises
[4] françaises,présentes
[4] présentes,au
[4] ces2019,bravo

Top Word Pairs in Tweet in G8:
[2] excited,participate
[2] participate,veoneer1
[2] veoneer1,panel
[2] panel,discussion
[2] discussion,ces2019
[2] ces2019,tonight
[2] tonight,discuss
[2] discuss,future
[2] future,driving

Top Word Pairs in Tweet in G9:
[2] excited,5g
[2] 5g,2019
[2] 2019,beyond
[2] beyond,samsung
[2] samsung,pres
[2] pres,ceo
[2] ceo,hs
[2] hs,kim
[2] kim,ces2019
[2] ces2019,samsungces2019

Top Word Pairs in Tweet in G10:
[2] pass,ces2019
[2] ces2019,ces
[2] ces,attendees
[2] attendees,etc
[2] etc,wish
[2] wish,enable
[2] enable,undeserved
[2] undeserved,disabled
[2] disabled,female
[2] female,attendee

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ces
@digitaltrends
@lgus
@groupelaposte
@techcrunch
@evankirstel
@app_elles
@ikeay
@biindia
@lafrenchtech

Top Mentioned in G1:
@lgus
@biindia
@salz_er
@ces
@cjwangc7
@squarepanda
@alvinfoo
@alison_iot
@ipfconline1
@kuriharan

Top Mentioned in G2:
@ces
@app_elles
@hansvestberg_
@delta
@womeninav
@fashnerdeditor
@fashnerd
@imtfrance
@verizon
@video_amp

Top Mentioned in G3:
@groupelaposte
@ynov_nantes
@pirontristan
@femmesnumerique
@nathqueencole
@thedarkpixel
@latribune
@fdouest
@businessfrance
@streetcoapp

Top Mentioned in G4:
@techcrunch
@evankirstel
@wati_
@glengilmore
@uber
@github
@sharmamukesh84
@techreview
@martingiles
@edvaldez8888

Top Mentioned in G6:
@digitaltrends
@yamahamotorusa
@royoleofficial
@qualcomm
@mikequindazzi
@kohler
@ibm
@evankirstel

Top Mentioned in G7:
@lafrenchtech
@businessfrance
@perspectives_fr
@villagecaparis
@wizamaplay
@bpifrance
@quantmetry
@swisslife_fr
@fredrossiexport

Top Mentioned in G8:
@veoneer1
@kia_motors
@ces
@rlawrence118
@morganstanley
@bryan_reimer
@mit
@euroncap
@affectiva
@gabizij

Top Mentioned in G9:
@mikefeibus
@samsung
@ranndywithtwons
@omronhealthus
@annebcurtis
@hrsonline
@ubuffalo

Top Mentioned in G10:
@5urv1va7rix
@wisporg
@womenwhocode
@womencyberjutsu
@womenintechfund
@dianainitiative
@itspmagazine
@securitybsides

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@evankirstel
@businessinsider
@wati_
@laveilletechno
@solotransito
@detroitnews
@kane007
@kuriharan
@techcrunch

Top Tweeters in G1:
@businessinsider
@kane007
@kuriharan
@percy_petch
@ipfconline1
@dinisguarda
@globalnewsdepot
@paula_piccard
@barbaraannryan
@lgus

Top Tweeters in G2:
@delta
@verizon
@blvcksilk
@logitech
@womeninav
@timmyham
@halo
@ces
@fashnerd
@emjo628

Top Tweeters in G3:
@thedarkpixel
@latribune
@michaguerin
@meretebuljo
@groupelaposte
@pirontristan
@ceciledelettre
@aziliz31
@nathqueencole
@engiegroup

Top Tweeters in G4:
@evankirstel
@wati_
@techcrunch
@glengilmore
@aklen
@techreview
@lwazishobede
@claudiomkd
@edvaldez8888
@uber

Top Tweeters in G5:
@catherinemoal
@tecno__android
@siecledigital
@jie_pehape
@news_tech_ar
@yesi79
@quentinmasson57
@doctorsirius
@vintage_summer_
@davidsable

Top Tweeters in G6:
@digitaltrends
@mikequindazzi
@chipsios
@kohler
@ibm
@qualcomm
@yamahamotorusa
@ecommerceulvr
@rickyxzea
@markcwwhitehal1

Top Tweeters in G7:
@bpifrance
@businessfrance
@villagecaparis
@lafrenchtech
@swisslife_fr
@louisalmh
@quantmetry
@gouenaelleb
@slelann
@dubaibonjour

Top Tweeters in G8:
@mit
@kia_motors
@kaliouby
@affectiva
@morganstanley
@gabizij
@euroncap
@rlawrence118
@veoneer1
@bryan_reimer

Top Tweeters in G9:
@ubuffalo
@hrsonline
@samsung
@ranndywithtwons
@mikefeibus
@omronhealthus
@annebcurtis
@tanya09530637
@wera88196260

Top Tweeters in G10:
@itspmagazine
@womenwhocode
@securitybsides
@womencyberjutsu
@dianainitiative
@wisporg
@5urv1va7rix
@womenintechfund


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