NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

Lenovo CES Twitter NodeXL SNA Map and Report for Monday, 03 January 2022 at 19:30 UTC (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
marc_smith
Uploaded on:
January 03, 2022
Short Description:
Lenovo CES via NodeXL https://bit.ly/34k63KH
@lenovo
@albertoemachado
@ces
@iamfahd
@haroldsinnott
@khulood_almani
@greengart
@elecappmag
@kathynitchals
@aamalhub

Top hashtags:
#ces2022
#ces
#lenovo
#lenovoces
#tech
#amazon
#techforgood
#influencers
#google
#lenovoin

Description:
Description
The graph represents a network of 480 Twitter users whose recent tweets contained "Lenovo CES", 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 Monday, 03 January 2022 at 19:32 UTC.

The tweets in the network were tweeted over the 8-day, 19-hour, 33-minute period from Saturday, 25 December 2021 at 23:55 UTC to Monday, 03 January 2022 at 19:29 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 : 480
Unique Edges : 785
Edges With Duplicates : 675
Total Edges : 1460
Number of Edge Types : 5
Replies to : 29
Retweet : 278
MentionsInRetweet : 664
Mentions : 295
Tweet : 194
Self-Loops : 202
Reciprocated Vertex Pair Ratio : 0.03584229390681
Reciprocated Edge Ratio : 0.069204152249135
Connected Components : 153
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 172
Maximum Edges in a Connected Component : 1094
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.501352
Graph Density : 0.00377087682672234
Modularity : 0.427823
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 480 Twitter users whose recent tweets contained "Lenovo CES", 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 Monday, 03 January 2022 at 19:32 UTC.

The tweets in the network were tweeted over the 8-day, 19-hour, 33-minute period from Saturday, 25 December 2021 at 23:55 UTC to Monday, 03 January 2022 at 19:29 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 : Lenovo CES
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:
[63] https://news.lenovo.com/ces-2022-official-sweepstakes-rules/
[39] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269328
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269331
[11] https://www.protocol.com/bulletins/lenovo-pulls-out-of-ces
[9] https://twitter.com/Lenovo/status/1478003256412545026
[9] https://mspoweruser.com/lenovos-ces-2022-line-up-looks-good-in-latest-leak/
[5] https://www.zdnet.com/article/asus-lenovo-leak-rog-flow-legion-y700-gaming-tablets-before-ces/
[5] https://www.zdnet.com/article/asus-lenovo-leak-rog-flow-legion-y700-gaming-tablets-before-ces/#ftag=RSSbaffb68
[5] https://www.independent.co.uk/news/ces-las-vegas-covid-meta-lenovo-b1985147.html?utm_term=Autofeed&utm_campaign=Main&utm_medium=Social&utm_content=Echobox&utm_source=Twitter#Echobox=1640993010
[5] https://twitter.com/LenovoNews/status/1473824084018360321

Top URLs in Tweet in G1:
[3] https://www.theverge.com/2021/12/21/22849223/ces-2022-t-mobile-bailed-keynote-meta-pinterest-twitter-iheart
[3] https://www.zdnet.com/article/asus-lenovo-leak-rog-flow-legion-y700-gaming-tablets-before-ces/#ftag=RSSbaffb68
[2] https://www.itmedia.co.jp/news/articles/2112/24/news088.html#utm_term=share_sp
[2] https://www.lemonde.fr/planete/article/2021/12/24/amazon-meta-google-lenovo-le-salon-ces-de-las-vegas-voit-la-liste-des-defections-s-allonger-en-raison-d-omicron_6107189_3244.html
[2] https://digitalsignagepulse.com/news/ces-2022-gm-google-lenovo-intel-t-mobile-att-meta-twitter-amazon-tiktok-pinterest-and-now-microsoft-pull-in-person-presence/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.protocol.com/bulletins/lenovo-pulls-out-of-ces
[2] https://www.zdnet.com/article/asus-lenovo-leak-rog-flow-legion-y700-gaming-tablets-before-ces/?utm_source=dlvr.it&utm_medium=twitter#ftag=RSSbaffb68
[2] https://www.zdnet.com/article/asus-lenovo-leak-rog-flow-legion-y700-gaming-tablets-before-ces/
[2] https://www.wraltechwire.com/2022/01/03/ces-reduces-schedule-after-lenovo-other-tech-giants-pull-out/
[2] https://www.lenovoshowcase.com/ces/

Top URLs in Tweet in G2:
[61] https://news.lenovo.com/ces-2022-official-sweepstakes-rules/
[2] https://thinkcomputers.org/dual-screen-lenovo-thinkbook-plus-leaks-ahead-of-ces-2022/
[1] https://twitter.com/Lenovo/status/1478003256412545026
[1] https://news.lenovo.com/ces-2022-official-sweepstakes-rules/#.YdML7LBRZ7w.twitter
[1] https://www.lenovoshowcase.com/ces/
[1] https://news.lenovo.com/ces-2022-official-sweepstakes-rules/#.YdH4ziyrhKs.twitter

Top URLs in Tweet in G3:
[35] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269328
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269331
[6] https://twitter.com/Lenovo/status/1478003256412545026
[2] https://bit.ly/3FZqGt9
[2] https://news.lenovo.com/ces-2022-official-sweepstakes-rules/
[1] https://twitter.com/JerryParadise/status/1473774023158820866

Top URLs in Tweet in G4:
[7] https://www.protocol.com/bulletins/lenovo-pulls-out-of-ces
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269328
[2] https://twitter.com/Lenovo/status/1478003256412545026
[2] https://www.latribune.fr/technos-medias/innovation-et-start-up/defections-en-cascade-le-ces-2022-menace-par-omicron-899158.html
[2] https://twitter.com/JerryParadise/status/1473774023158820866
[2] https://techcrunch.com/2021/12/23/lenovo-to-suspend-in-person-ces-activities-as-more-exhibitors-embrace-omicron-caution/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269364
[1] https://trib.al/4eXFDGi
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269331
[1] https://techobserver.in/2021/12/31/global-majors-bmw-ibm-panasonic-and-mercedes-join-ranks-with-top-tech-firms-to-skip-ces-2022-event/?_unique_id=61d2003d915dd

Top URLs in Tweet in G7:
[5] https://techcrunch.com/2021/12/24/microsoft-pulls-in-person-ces-2022-presence/
[3] https://techcrunch.com/2021/12/23/intel-becomes-the-latest-company-to-back-away-from-an-in-person-ces/
[2] https://trib.al/Z0DZHWh
[2] https://japantoday.com/category/tech/google-lenovo-join-consumer-electronics-show-exodus#.Yci2Yg_IWEY.twitter
[1] https://techcrunch.com/2021/12/23/lenovo-to-suspend-in-person-ces-activities-as-more-exhibitors-embrace-omicron-caution/
[1] https://techcrunch.com/2021/12/22/as-exhibitors-mull-attendance-amid-omicron-ces-organizers-stand-firm/
[1] https://www.theverge.com/2021/12/21/22849223/ces-2022-t-mobile-bailed-keynote-meta-pinterest-twitter-iheart?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G8:
[4] https://www.linkedin.com/slink?code=gQ5fzrVR
[3] https://trib.al/YCQPxtP
[2] https://trib.al/4eXFDGi
[2] https://trib.al/4XcTbdG
[2] https://trib.al/b5ZwBL5
[2] https://trib.al/h2EBnAg
[2] https://trib.al/d3JKjad
[1] https://www.mia-netpeople.com/visit-us-at-ces-2022
[1] https://www.techrepublic.com/article/ces-2022-attendees-scale-back-plans-but-keep-plane-tickets-as-lenovo-t-mobile-twitter-and-meta-back-out/

Top URLs in Tweet in G10:
[3] https://www.ces.tech/Innovation-Awards/Honorees/2022/Honorees/L/Lenovo-Smart-Privacy-Services.aspx?linkId=144601428
[1] https://www.ces.tech/Innovation-Awards/Honorees/2022/Honorees/L/Lenovo-Smart-Privacy-Services.aspx

Top Domains
Top Domains in Tweet in Entire Graph:
[66] lenovo.com
[54] nodexlgraphgallery.org
[24] zdnet.com
[21] twitter.com
[18] trib.al
[17] techcrunch.com
[11] protocol.com
[9] mspoweruser.com
[8] theverge.com
[8] com.br

Top Domains in Tweet in G1:
[8] zdnet.com
[5] techrepublic.com
[5] theverge.com
[4] com.br
[3] co.jp
[3] lemonde.fr
[3] digitalsignagepulse.com
[3] lenovoshowcase.com
[2] techhereit.com
[2] linkedin.com

Top Domains in Tweet in G2:
[63] lenovo.com
[2] thinkcomputers.org
[1] twitter.com
[1] lenovoshowcase.com

Top Domains in Tweet in G3:
[48] nodexlgraphgallery.org
[7] twitter.com
[2] bit.ly
[2] lenovo.com

Top Domains in Tweet in G4:
[7] protocol.com
[6] nodexlgraphgallery.org
[4] twitter.com
[2] latribune.fr
[2] techobserver.in
[2] techcrunch.com
[1] trib.al
[1] amazon.com
[1] infochannel.info
[1] distilinfo.com

Top Domains in Tweet in G7:
[10] techcrunch.com
[2] trib.al
[2] japantoday.com
[1] theverge.com

Top Domains in Tweet in G8:
[13] trib.al
[4] linkedin.com
[1] mia-netpeople.com
[1] techrepublic.com

Top Domains in Tweet in G10:
[4] ces.tech

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[218] ces2022
[95] ces
[53] lenovo
[35] lenovoces
[17] tech
[10] amazon
[9] techforgood
[9] influencers
[9] google
[8] lenovoin



Top Hashtags in Tweet in G1:
[20] ces2022
[20] lenovo
[9] ces
[7] google
[6] intel
[6] omicron
[6] amazon
[6] lenovoces
[6] tecnologia
[5] meta

Top Hashtags in Tweet in G2:
[74] ces2022
[14] ces
[12] lenovoces
[6] laptop
[6] notebook
[5] computer
[4] lenovoin
[2] thinkpad
[1] tech
[1] innovation

Top Hashtags in Tweet in G3:
[65] ces2022
[9] ces
[7] lenovoces
[6] techforgood
[6] influencers
[5] datacenters
[4] itinfluencer
[4] intelpartner
[4] iot
[2] lenovo

Top Hashtags in Tweet in G4:
[31] ces2022
[10] lenovoces
[8] ces
[7] lenovo
[4] nodexl
[3] influencers
[3] techforgood
[2] thinkpad
[2] tech4all
[2] تقنية

Top Hashtags in Tweet in G5:
[41] ces

Top Hashtags in Tweet in G6:
[20] lenovo

Top Hashtags in Tweet in G7:
[5] ces2022
[5] ces

Top Hashtags in Tweet in G8:
[8] ces2022
[8] tech
[4] mutualism
[2] apma
[1] ovin
[1] netpeople
[1] poweredbynetpeople
[1] ces

Top Hashtags in Tweet in G10:
[4] lenovovantage
[4] wearelenovo
[4] ces2022
[4] award
[3] cloud
[3] software
[3] services
[1] privacy

Top Words
Top Words in Tweet in Entire Graph:
[400] lenovo
[359] ces
[261] #ces2022
[167] 2022
[145] #ces
[143] google
[142] intel
[141] meta
[135] amazon
[124] twitter

Top Words in Tweet in G1:
[96] ces
[93] lenovo
[64] 2022
[31] google
[30] intel
[28] meta
[25] amazon
[22] twitter
[22] mobile
[20] #ces2022

Top Words in Tweet in G2:
[74] #ces2022
[61] announcements
[61] full
[61] cs
[45] begin
[45] days
[39] more
[39] until
[27] lenovo
[16] day

Top Words in Tweet in G3:
[99] #ces2022
[66] lenovo
[62] haroldsinnott
[61] albertoemachado
[61] mvollmer1
[58] jimharris
[56] ces
[55] #ces
[54] tcl_india
[50] #iot

Top Words in Tweet in G4:
[45] lenovo
[35] #ces2022
[23] ces
[18] google
[13] hashtagmarketi7
[13] meta
[12] #ces
[11] amazon
[11] twitter
[10] nodexl

Top Words in Tweet in G5:
[41] #ces
[41] amazon
[41] ring
[41] casio
[41] gm
[41] google
[41] waymo
[41] hisense
[41] hp
[41] hyperx

Top Words in Tweet in G6:
[40] من
[20] لابتوبات
[20] جديدة
[20] لينوفو
[20] thinkbook
[20] و
[20] thinkpad
[20] جميعها
[20] بنظام
[20] ويندوز

Top Words in Tweet in G7:
[17] lenovo
[15] intel
[14] list
[14] mobile
[12] amazon
[11] person
[11] ces
[11] meta
[11] twitter
[11] pinterest

Top Words in Tweet in G8:
[33] ces
[25] back
[21] 2022
[18] lenovo
[14] attendees
[14] scale
[14] plans
[14] keep
[14] plane
[14] tickets

Top Words in Tweet in G9:
[30] ve
[15] bmw
[15] mercedes
[15] vegas
[15] ta
[15] düzenlenen
[15] tüketici
[15] elektroniği
[15] fuarı'na
[15] ces

Top Words in Tweet in G10:
[4] bravo
[4] jamesinshanghai
[4] shabuii
[4] igorbergman's
[4] team
[4] colleagues
[4] #lenovovantage
[4] provides
[4] comprehensive
[4] tool

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[151] ces,2022
[63] #ces2022,announcements
[63] full,cs
[61] ces,tcl_india
[54] gm,google
[53] #ces2022,nodexl
[53] nodexl,ces
[53] jimharris,albertoemachado
[53] #ai,#ces
[53] #ces,#iot

Top Word Pairs in Tweet in G1:
[58] ces,2022
[13] legion,y700
[12] google,lenovo
[11] asus,lenovo
[11] rog,flow
[11] flow,z13
[11] z13,legion
[10] meta,twitter
[10] thinkbook,plus
[10] lenovo,leak

Top Word Pairs in Tweet in G2:
[61] #ces2022,announcements
[61] full,cs
[45] announcements,begin
[39] until,#ces2022
[23] more,days
[23] days,until
[23] begin,full
[22] begin,days
[22] days,full
[16] more,day

Top Word Pairs in Tweet in G3:
[54] ces,tcl_india
[48] #ces2022,nodexl
[48] nodexl,ces
[48] jimharris,albertoemachado
[48] #ai,#ces
[48] #ces,#iot
[42] #iot,#100daysofcode
[42] #python,#flutter
[41] tcl_india,lenovo
[41] lenovo,samsungespana

Top Word Pairs in Tweet in G4:
[10] meta,twitter
[9] lenovo,waymo
[8] gm,lenovo
[7] ces,tcl_india
[7] #ces2022,looks
[7] looks,doomed
[7] doomed,google
[7] google,gm
[7] waymo,pull
[7] pull,protocol

Top Word Pairs in Tweet in G5:
[41] amazon,ring
[41] gm,google
[41] google,waymo
[41] waymo,hisense
[41] hisense,hp
[41] hp,hyperx
[41] iheartradio,intel
[41] meta,microsoft
[41] mobile,twitter
[39] pinterest,mobile

Top Word Pairs in Tweet in G6:
[20] لابتوبات,جديدة
[20] جديدة,من
[20] من,لينوفو
[20] لينوفو,thinkbook
[20] thinkbook,و
[20] و,thinkpad
[20] thinkpad,جميعها
[20] جميعها,بنظام
[20] بنظام,ويندوز
[20] ويندوز,11

Top Word Pairs in Tweet in G7:
[11] meta,twitter
[11] twitter,amazon
[10] mobile,meta
[10] amazon,tiktok
[10] tiktok,pinterest
[9] ces,2022
[7] intel,mobile
[7] google,lenovo
[5] full,list
[5] list,exhibitors

Top Word Pairs in Tweet in G8:
[17] ces,2022
[14] 2022,attendees
[14] attendees,scale
[14] scale,back
[14] back,plans
[14] plans,keep
[14] keep,plane
[14] plane,tickets
[13] vmcombs,#ces2022
[13] #ces2022,ces

Top Word Pairs in Tweet in G9:
[15] bmw,ve
[15] ve,mercedes
[15] mercedes,vegas
[15] vegas,ta
[15] ta,düzenlenen
[15] düzenlenen,tüketici
[15] tüketici,elektroniği
[15] elektroniği,fuarı'na
[15] fuarı'na,ces
[15] ces,katılmayacağını

Top Word Pairs in Tweet in G10:
[4] bravo,jamesinshanghai
[4] jamesinshanghai,shabuii
[4] shabuii,igorbergman's
[4] colleagues,#lenovovantage
[4] #lenovovantage,provides
[4] work,hard
[4] hard,#wearelenovo
[4] #wearelenovo,#ces2022
[4] #ces2022,#award
[3] igorbergman's,#cloud

Top Replied-To
Top Replied-To in Entire Graph:
@lenovo
@hashtagmarketi7
@albertoemachado
@haroldsinnott
@thedarkpixel
@khulood_almani
@jimharris
@itsmwittenberg
@envyonic
@artfutureartist

Top Replied-To in G2:
@lenovo
@itsmwittenberg
@jimharris
@lenovonews

Top Replied-To in G3:
@albertoemachado
@haroldsinnott
@lenovo
@khulood_almani

Top Replied-To in G4:
@hashtagmarketi7
@lenovo
@thedarkpixel
@albertoemachado
@ppgarcia75
@abbottnews

Top Mentioned
Top Mentioned in Entire Graph:
@lenovo
@ces
@mvollmer1
@albertoemachado
@jimharris
@haroldsinnott
@tcl_india
@samsungespana
@0223blh
@enriquen

Top Mentioned in G1:
@itnewsfrance

Top Mentioned in G2:
@lenovo
@evleaks
@thinkcomps
@lenovonews
@chunmun143
@karanblessed

Top Mentioned in G3:
@mvollmer1
@lenovo
@albertoemachado
@jimharris
@haroldsinnott
@ces
@tcl_india
@samsungespana
@0223blh
@enriquen

Top Mentioned in G4:
@lenovo
@google
@ces
@meta
@twitter
@waymo
@amazon
@gm
@microsoft
@albertoemachado

Top Mentioned in G5:
@techsponential

Top Mentioned in G7:
@techcrunch
@bheater
@verge
@cnet

Top Mentioned in G8:
@ces
@vmcombs
@lenovo
@abctechinc
@geotab
@wipo
@densoautoparts
@ces2022
@techrepublic

Top Mentioned in G10:
@jamesinshanghai
@shabuii
@igorbergman

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@xaelbot
@independent
@thedeveloperbot
@evankirstel
@ipythonistabot
@morolswediu
@discovertech3
@jfsebastian146
@reuters

Top Tweeters in G1:
@berlingonzalezs
@tian_a1
@rpstranslations
@ucloudify
@eurojournaleng
@birkadindiyorki
@thestreet
@dez_blanchfield
@itnewsfrance
@techinvestnews

Top Tweeters in G2:
@sanket17_
@yesmomcandoit
@ramprasad43
@kanakbhardwaj51
@drdrupad
@venkateshthipp6
@akadipakjadhav
@karanblessed
@lenovo
@kaisha_91

Top Tweeters in G3:
@xaelbot
@thedeveloperbot
@evankirstel
@ipythonistabot
@morolswediu
@discovertech3
@jfsebastian146
@coderretweet
@_funbot
@fluttbot

Top Tweeters in G4:
@reuters
@tmobile
@jamesvgingerich
@att
@ppgarcia75
@google
@thedarkpixel
@mercedesbenz
@albertoemachado
@tiktok_us

Top Tweeters in G5:
@ansisegle
@jenetallday
@longislandtonv
@kthornton66
@benedictevans
@madhatressto
@lillerik
@emmetjryan
@rtanglao
@maneeshjuneja

Top Tweeters in G6:
@mrqwzdvhencytbd
@reemy3m_0_
@turki_android
@dadahh87
@saudiandroid
@7ber_wa_waraq
@md5uae
@mohamed_werfaly
@haromddy
@mydream_420

Top Tweeters in G7:
@jonesls
@cnet
@techcrunch
@verge
@psb_dc
@keithkeller
@4n1m4l_l0v3r
@jadp
@rumrot2
@bheater

Top Tweeters in G8:
@mabelinr94
@techrepublic
@inv_jackie_9
@scoundrel666
@vmcombs
@hospitalitytek
@ces
@devpbrilius
@wipo
@elizparks

Top Tweeters in G9:
@alpogan_huseyin
@oyunbitti___
@rsc86
@blckwolf_2503
@ergoerr
@postcarddarlin
@eozpeynirci
@burkayavci
@canisozen
@serkan_check

Top Tweeters in G10:
@lenovosoftware
@pauliesteelcity
@jamesinshanghai
@shabuii
@rizkipr06560562
@jaseem20
@igorbergman


Tags: