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CES AI_2020-01-09_08-51-38.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
January 09, 2020
Short Description:
CES AI via NodeXL http://bit.ly/2T8CHav
@mariajmnnz
@millesbeaute
@g_mrcco
@fff
@gregoutan
@alexsdrsupporte
@cathe6915
@jean_phi1
@jean_claude_idf
@nawaknawak

Top hashtags:
#ces2020
#ai
#ces
#iot
#3d
#robotics
#innovation
#smart
#augmentedreality
#tech

Description:
Description
The graph represents a network of 19,893 Twitter users whose recent tweets contained "CES AI", 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, 09 January 2020 at 18:04 UTC.

The tweets in the network were tweeted over the 20-hour, 29-minute period from Wednesday, 08 January 2020 at 20:22 UTC to Thursday, 09 January 2020 at 16:51 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 : 19893
Unique Edges : 21811
Edges With Duplicates : 1643
Total Edges : 23454
Number of Edge Types : 5
MentionsInRetweet : 4731
Retweet : 12863
Replies to : 1540
Mentions : 2133
Tweet : 2187
Self-Loops : 2226
Reciprocated Vertex Pair Ratio : 0.00496192581675264
Reciprocated Edge Ratio : 0.00987485334376222
Connected Components : 2923
Single-Vertex Connected Components : 1367
Maximum Vertices in a Connected Component : 10733
Maximum Edges in a Connected Component : 10970
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 2.786004
Graph Density : 5.16942194126876E-05
Modularity : 0.714113
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 19,893 Twitter users whose recent tweets contained "CES AI", 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, 09 January 2020 at 18:04 UTC.

The tweets in the network were tweeted over the 20-hour, 29-minute period from Wednesday, 08 January 2020 at 20:22 UTC to Thursday, 09 January 2020 at 16:51 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 : CES AI
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:
[81] https://deadline.com/2020/01/warner-bros-enlists-ai-specialist-cinelytic-to-help-shape-film-decisions-ces-1202825079/maz/
[31] http://aka.tv
[29] https://www.pisofttech.com/
[27] https://deadline.com/2020/01/warner-bros-enlists-ai-specialist-cinelytic-to-help-shape-film-decisions-ces-1202825079/
[18] https://www.theverge.com/2020/1/8/21056424/neon-ceo-artificial-humans-samsung-ai-ces-2020
[17] https://www.independent.co.uk/life-style/gadgets-and-tech/news/samsung-neon-artificial-human-ai-ces-2020-a9272761.html
[16] https://www.theverge.com/circuitbreaker/2020/1/6/21051571/samsung-invisible-virtual-keyboard-ai-selfietype-ces-2020
[15] http://www.lqventures.com
[14] https://edition.cnn.com/style/article/ces-toyota-big-smart-city/index.html
[13] https://www.cnn.com/style/article/ces-toyota-big-smart-city/index.html

Top URLs in Tweet in G1:
[1] https://twitter.com/afrostunnerz/status/1215011296460050432
[1] https://twitter.com/mgnanas/status/1214997799881859080

Top URLs in Tweet in G2:
[11] https://www.socaltelevision.com/#/news
[10] https://deadline.com/2020/01/warner-bros-enlists-ai-specialist-cinelytic-to-help-shape-film-decisions-ces-1202825079/
[9] https://mashable.com/article/facial-voice-recognition-biometric-data-ai-ces/?utm_source=dlvr.it&utm_medium=twitter
[8] https://dronelife.com/2020/01/08/transportation-secretary-chao-at-ces-self-driving-cars-drones-and-ai/?utm_source=dlvr.it&utm_medium=twitter
[7] https://gigazine.net/news/20200108-samsung-ballie-gems-tv/
[7] https://www.washingtonpost.com/politics/the-technology-202-trump-administrations-ces-message-were-not-interested-in-heavy-ai-regulation/2020/01/09/848509c8-fd2b-4867-b8b7-4b54b577c5b4_story.html?utm_source=dlvr.it&utm_medium=twitter
[6] https://hydrodynamics.ai/
[6] https://twinybots.ch/
[6] https://mashable.com/article/neon-future-ai-dystopia-ces/
[5] https://www.cnn.com/style/article/ces-toyota-big-smart-city/index.html

Top URLs in Tweet in G3:
[31] http://aka.tv
[29] https://www.pisofttech.com/
[11] https://acteursdeleconomie.latribune.fr/innovation/2020-01-07/ces-2020-sticktrackr-le-tracker-connecte-pour-l-industrie-836443.html
[10] https://www.theverge.com/circuitbreaker/2020/1/6/21051571/samsung-invisible-virtual-keyboard-ai-selfietype-ces-2020
[10] https://seekingalpha.com/article/4315618-ces-2020-investing-in-artificial-intelligence
[9] https://www.theverge.com/2020/1/8/21056424/neon-ceo-artificial-humans-samsung-ai-ces-2020
[9] https://www.businessinsider.com/ces-2020-bosch-virtual-visor-blocks-sun-glare-while-driving-2020-1
[8] https://www.dailymail.co.uk/sciencetech/article-7866545/Japanese-firm-unveils-smartphone-CES-AI-powered-triple-rear-camera-just-115.html
[8] https://www.theverge.com/2020/1/8/21056424/neon-ceo-artificial-humans-samsung-ai-ces-2020?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[8] https://www.telegraph.co.uk/technology/2020/01/08/ces-2020-10-best-new-tech-gadgets-las-vegas/

Top URLs in Tweet in G4:
[1] https://twitter.com/jornaloglobo/status/1215009055745265665
[1] https://instagram.com/victrre

Top URLs in Tweet in G5:
[1] https://twitter.com/Mahmoud19__/status/1214989873897254914

Top URLs in Tweet in G6:
[1] https://twitter.com/efootdefrance/status/1214976583171289088
[1] https://www.youtube.com/watch?v=yHrrNMjYgA0&feature=share


Top URLs in Tweet in G7:
[6] https://variety.com/news/mark-cuban-ai-tikok-variety-entertainment-summit/
[4] https://variety.com/2020/biz/news/mark-cuban-ai-tikok-variety-entertainment-summit-1203461358/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom&utm_id=1203461358
[3] https://www.technologyreview.com/s/615020/ai-inventor-patent-dabus-intellectual-property-uk-european-patent-office-law/
[3] https://www.washingtonpost.com/politics/the-technology-202-trump-administrations-ces-message-were-not-interested-in-heavy-ai-regulation/2020/01/09/848509c8-fd2b-4867-b8b7-4b54b577c5b4_story.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://wired.jp/2020/01/08/intel-ice-lake-foldables-ces-2020/
[1] https://www.wired.com/story/ces-2020-liveblog-day-3/?utm_source=twitter&utm_medium=social&utm_brand=wired-gadgetlab&utm_social-type=owned
[1] https://www.businessinsider.com/ces-2020-bosch-virtual-visor-blocks-sun-glare-while-driving-2020-1
[1] https://www.wired.com/story/ces-2020-liveblog-day-3?utm_brand=wired&mbid=social_twitter&utm_medium=social&utm_campaign=wired&utm_social-type=owned&utm_source=twitter
[1] https://www.wired.com/story/ces-2020-liveblog-day-1/?utm_source=twitter&utm_medium=social&utm_campaign=wired&utm_brand=wired&utm_social-type=owned
[1] https://variety.com/2020/biz/news/mark-cuban-ai-tikok-variety-entertainment-summit-1203461358/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=NR4Wd48RinI&app=desktop


Top URLs in Tweet in G10:
[1] https://twitter.com/lainbec30/status/1215287633800323074
[1] https://twitter.com/onzeleft/status/1215286474792411139
[1] http://xn--lyce-dpa.Et

Top Domains
Top Domains in Tweet in Entire Graph:
[359] twitter.com
[117] deadline.com
[77] co.uk
[75] theverge.com
[61] mashable.com
[44] linkedin.com
[43] youtube.com
[32] pisofttech.com
[31] cnn.com
[31] aka.tv

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[184] twitter.com
[25] mashable.com
[17] youtube.com
[16] theverge.com
[15] co.uk
[15] linkedin.com
[14] deadline.com
[14] washingtonpost.com
[13] instagram.com
[12] dronelife.com

Top Domains in Tweet in G3:
[40] theverge.com
[32] pisofttech.com
[31] aka.tv
[24] co.uk
[19] twitter.com
[15] linkedin.com
[14] latribune.fr
[11] wired.com
[11] seekingalpha.com
[10] businessinsider.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] instagram.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G7:
[11] variety.com
[5] technologyreview.com
[3] wired.com
[3] washingtonpost.com
[2] wired.jp
[1] businessinsider.com

Top Domains in Tweet in G8:
[1] youtube.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] xn--lyce-dpa.et

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1026] ces2020
[939] ai
[574] ces
[445] iot
[349] 3d
[173] robotics
[143] innovation
[122] smart
[121] augmentedreality
[119] tech



Top Hashtags in Tweet in G2:
[104] ai
[65] ces2020
[49] ces
[16] news
[14] artificialintelligence
[14] ml
[13] tech
[11] artificialinteligence
[10] innovation
[10] iot

Top Hashtags in Tweet in G3:
[590] ai
[539] ces2020
[391] ces
[388] iot
[348] 3d
[141] robotics
[122] smart
[114] augmentedreality
[81] robots
[80] autonomousvehicles

Top Hashtags in Tweet in G7:
[3] ces2020
[3] ces
[1] lg
[1] lgces2020
[1] lgatces
[1] lgthinq
[1] anywhereishome
[1] ai
[1] rt

Top Hashtags in Tweet in G10:
[2] rn
[2] greve9janvier
[1] fi
[1] lfi

Top Words
Top Words in Tweet in Entire Graph:
[3546] Words in Sentiment List#1: Positive
[2329] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[458363] Non-categorized Words
[464238] Total Words
[15816] ces
[13725] ai
[10111] mon
[9550] comment
[9535] pendant

Top Words in Tweet in G1:
[9347] ces
[9346] ai
[9335] ca
[9334] deja
[9334] mon
[9334] ex
[9334] appelait
[9334] chakal
[9334] pendant
[9334] déclarations

Top Words in Tweet in G2:
[1162] ces
[800] ai
[388] j'ai
[186] mais
[167] 2020
[160] aí
[137] eu
[131] ce
[127] cês
[115] ça

Top Words in Tweet in G3:
[4735] gt
[1221] #ai
[1013] #ces2020
[978] #ces
[722] mikequindazzi
[616] #iot
[495] #ar
[418] #machinelearning
[410] ces
[363] evankirstel

Top Words in Tweet in G4:
[628] pra
[345] mas
[345] em
[345] ces
[314] tirar
[314] especial
[314] natal
[314] jesus
[314] viado
[314] justiça

Top Words in Tweet in G5:
[355] ces
[327] ai
[313] quand
[313] mais
[301] deux
[301] fait
[300] jamais
[300] suis
[299] 27
[299] kg

Top Words in Tweet in G6:
[418] avoir
[220] ces
[218] ai
[218] mon
[209] merci
[209] fff
[209] deux
[209] magnifiques
[209] années
[209] pris

Top Words in Tweet in G7:
[202] ai
[185] #ces2020
[184] #ces
[182] robots
[182] coming
[182] kitchen
[182] samsung's
[182] bot
[182] chef
[182] help

Top Words in Tweet in G8:
[304] ça
[284] qu
[172] ces
[169] ai
[161] fait
[143] sont
[142] 48h
[142] insulte
[142] menace
[142] mort

Top Words in Tweet in G9:
[122] cesのeureka
[122] parkに変なものがあった
[122] smart
[122] potato
[122] じゃがいもの脳波
[122] を電極で検出して
[122] aiで人間の言葉に変換
[122] 人生で大事な決断の際にはじゃがいもに聞けば良い
[122] なんじゃこれ
[122] 笑

Top Words in Tweet in G10:
[113] ce
[108] ces
[106] juste
[62] j'ai
[54] ai
[54] macron
[54] mon
[54] personnes
[53] mais
[51] merci

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9481] pendant,ces
[9480] ai,pu
[9464] comment,ai
[9453] ces,déclarations
[9450] deja,mon
[9450] mon,ex
[9450] ex,appelait
[9450] appelait,chakal
[9450] chakal,pendant
[9450] déclarations,comment

Top Word Pairs in Tweet in G1:
[9334] deja,mon
[9334] mon,ex
[9334] ex,appelait
[9334] appelait,chakal
[9334] chakal,pendant
[9334] pendant,ces
[9334] ces,déclarations
[9334] déclarations,comment
[9334] comment,ai
[9334] ai,pu

Top Word Pairs in Tweet in G2:
[137] ces,2020
[50] ces,derniers
[32] ai,ces
[31] self,driving
[30] toutes,ces
[28] ces,gens
[28] driving,cars
[26] ces,message
[26] interested,heavy
[25] ces,deux

Top Word Pairs in Tweet in G3:
[3153] gt,gt
[564] mikequindazzi,gt
[331] gt,#ai
[324] #ai,#ar
[319] #3d,'video'
[319] 'video',japanese
[319] japanese,street
[319] street,made
[319] made,photos
[319] #ces2020,#japan

Top Word Pairs in Tweet in G4:
[314] pra,tirar
[314] tirar,especial
[314] especial,natal
[314] natal,jesus
[314] jesus,viado
[314] viado,justiça
[314] justiça,rio
[314] rio,trabalha
[314] trabalha,rapidinho
[314] rapidinho,mas

Top Word Pairs in Tweet in G5:
[301] ces,deux
[299] 27,kg
[299] kg,sépare
[299] sépare,ces
[299] deux,photos
[299] photos,quand
[299] quand,veux
[299] veux,peux
[299] peux,tiens
[299] tiens,préciser

Top Word Pairs in Tweet in G6:
[209] merci,fff
[209] fff,ces
[209] ces,deux
[209] deux,magnifiques
[209] magnifiques,années
[209] années,ai
[209] ai,pris
[209] pris,décision
[209] décision,quitter
[209] quitter,mes

Top Word Pairs in Tweet in G7:
[182] robots,coming
[182] coming,kitchen
[182] kitchen,samsung's
[182] samsung's,bot
[182] bot,chef
[182] chef,help
[182] help,cook
[182] cook,taking
[182] taking,tasks
[182] tasks,chopping

Top Word Pairs in Tweet in G8:
[142] ça,fait
[142] fait,48h
[142] 48h,qu
[142] qu,insulte
[142] insulte,menace
[142] menace,mort
[142] mort,tous
[142] tous,réseaux
[142] réseaux,tout
[142] tout,ça

Top Word Pairs in Tweet in G9:
[122] cesのeureka,parkに変なものがあった
[122] parkに変なものがあった,smart
[122] smart,potato
[122] potato,じゃがいもの脳波
[122] じゃがいもの脳波,を電極で検出して
[122] を電極で検出して,aiで人間の言葉に変換
[122] aiで人間の言葉に変換,人生で大事な決断の際にはじゃがいもに聞けば良い
[122] 人生で大事な決断の際にはじゃがいもに聞けば良い,なんじゃこれ
[122] なんじゃこれ,笑

Top Word Pairs in Tweet in G10:
[51] ces,personnes
[50] j'ai,juste
[50] juste,ce
[50] ce,message
[50] message,transmettre
[50] transmettre,parle
[50] parle,nom
[50] nom,d'aucune
[50] d'aucune,personne
[50] personne,handicapée

Top Replied-To
Top Replied-To in Entire Graph:
@adenirjunior
@prismtomy
@afghanapostat
@patriotersista1
@lordbitches9
@ouestfrance14
@ipfconline1
@devotnel
@stopmlpetjlm
@revolutto

Top Replied-To in G2:

Top Replied-To in G3:
@ipfconline1
@jblefevre60
@element_ai
@samsung
@johndeere
@krissawatry
@anjahoffmann
@jimharris
@stephanelclercq
@mathieuflex

Top Replied-To in G5:
@rayble10
@kinshiza
@myakyria
@neda_msd

Top Replied-To in G7:
@markcuban

Top Replied-To in G8:
@elys1103
@eglantineba

Top Replied-To in G10:
@gregoutan
@bertrandbarraud
@dr_l_alexandre
@reine_decoeur
@benderdubendo
@nawaknawak
@cathe6915
@tretornedgar

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@evankirstel
@ces
@fff
@jblefevre60
@ym78200
@spirosmargaris
@labordeolivier
@ipfconline1
@kalydeoo

Top Mentioned in G2:

Top Mentioned in G3:
@mikequindazzi
@evankirstel
@ces
@jblefevre60
@ym78200
@spirosmargaris
@labordeolivier
@ipfconline1
@kalydeoo
@sebbourguignon

Top Mentioned in G5:
@morjiane_
@kinshiza

Top Mentioned in G6:
@fff
@narkusslol
@solarytv

Top Mentioned in G7:
@variety
@washingtonpost
@techreview
@wired_jp

Top Mentioned in G8:
@g_mrcco
@sg100100t

Top Mentioned in G10:
@anne_hidalgo
@boris_sensei
@mairiedu13
@jerome_coumet
@educationfrance
@guy2michel
@cathe6915
@fff
@dr_l_alexandre
@jean_claude_idf

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@sectest9
@robinsnewswire
@chris_1791
@current_knewz
@loupo85
@jstlangevin
@hrblock_21
@heelleclech
@crewislife

Top Tweeters in G1:
@soupa_sewedo
@sossopsg75974
@tonjusticier
@shieldobrev
@hspilots
@mr_jospinchrist
@maelarnaudh
@mr_king_ceo
@zinedine_77
@jmenbatlc

Top Tweeters in G2:
@robinsnewswire
@akemoi
@infoitscienza
@raybae689
@ecointernetdrgb
@chrisvoss
@4pawshop
@chrisvossshow
@lucas_wyrsch
@chrisnvoss

Top Tweeters in G3:
@sectest9
@independent
@deejayiwan
@evankirstel
@chidambara09
@startupnws
@seekingalpha
@itknowingness
@businessinsider
@gmizrachi

Top Tweeters in G4:
@arte_prima
@oh_bloodyhell
@cillycosta
@rainequeim
@karina_ffc
@carlospotterz
@jackflown
@seunandico
@percyatus
@xubirubiz

Top Tweeters in G5:
@reawrightzz
@caysiana_
@shvnl_
@tatiiana243
@adidamourrr
@sims_templar
@mousteswn
@introuvable96
@valooberry
@maeve243

Top Tweeters in G6:
@hookrone
@matthieu_78
@pierrechrist_
@fivetok
@bzibzibebo
@laminegsclan
@gdylan_
@meivin_
@themartiti
@asperiia

Top Tweeters in G7:
@chris_1791
@crewislife
@ginalawriw
@john1966olsen
@lorimoreno
@kimvie
@tusk8rman
@sherryflrealtor
@macbeestje
@hackneywick

Top Tweeters in G8:
@familyfanzouzes
@callmeidole
@marc_lre
@judpome
@nberraho
@matteudi_
@ziabdry
@hervefav
@mathildeczt
@celinesparty

Top Tweeters in G9:
@syatekiya072
@fusasippona
@7mencho
@momni_now
@asadnoxa
@fuji_503
@vampire3082
@xatz
@ekou_ecou
@fu__kka_

Top Tweeters in G10:
@she534
@joe_le_zef
@deycatherine1
@nordsud6213
@cathe6915
@whyustilltheees
@guy2michel
@reine_decoeur
@naanaa_sh
@vindunum


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