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ces ai_2020-01-12_10-00-13.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
January 13, 2020
Description:
Description
The graph represents a network of 20,386 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 Sunday, 12 January 2020 at 18:49 UTC.

The tweets in the network were tweeted over the 1-day, 7-hour, 35-minute period from Saturday, 11 January 2020 at 10:24 UTC to Sunday, 12 January 2020 at 18:00 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 : 20386
Unique Edges : 22118
Edges With Duplicates : 1656
Total Edges : 23774
Number of Edge Types : 5
Replies to : 2429
Retweet : 12151
Tweet : 2533
Mentions : 2702
MentionsInRetweet : 3959
Self-Loops : 2586
Reciprocated Vertex Pair Ratio : 0.00660619207256951
Reciprocated Edge Ratio : 0.013125673425409
Connected Components : 3565
Single-Vertex Connected Components : 1581
Maximum Vertices in a Connected Component : 12406
Maximum Edges in a Connected Component : 16565
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 6.364456
Graph Density : 4.91326811233409E-05
Modularity : 0.830394
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 20,386 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 Sunday, 12 January 2020 at 18:49 UTC.

The tweets in the network were tweeted over the 1-day, 7-hour, 35-minute period from Saturday, 11 January 2020 at 10:24 UTC to Sunday, 12 January 2020 at 18:00 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://www.forbes.com/sites/tomtaulli/2020/01/11/ces--the-coolest-ai-artificial-intelligence-announcements/
[54] https://twinybots.ch/
[53] http://aka.tv
[35] http://www.globalbigdataconference.com/144859/ai-was-everywhere-at-ces/industrynews-details.html
[33] https://www.forbes.com/sites/tomtaulli/2020/01/11/ces--the-coolest-ai-artificial-intelligence-announcements/#702646af2492
[32] http://investrecords.com/2020/01/10/facial-recognition-creeps-into-everything-at-ces-2020/
[22] https://www.forbes.com/sites/tomtaulli/2020/01/11/ces--the-coolest-ai-artificial-intelligence-announcements/?utm_source=dlvr.it&utm_medium=twitter
[21] https://www.techrepublic.com/article/how-watson-ai-allows-ibms-advertising-accelerator-to-do-three-key-things/
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219944
[15] https://jidounten-lab.com/u_sensor-only-camera-mobileye

Top URLs in Tweet in G1:
[1] https://twitter.com/_titina7/status/1207314472643244032
[1] https://twitter.com/islem_rappels/status/1216122106813059072
[1] https://twitter.com/Symeonbt/status/1216027422715523073
[1] https://twitter.com/cedric_4real/status/1215956128707891201
[1] https://twitter.com/MTGphotographe/status/1215303543940317188
[1] https://twitter.com/vinssou_92i/status/1199031361329340416

Top URLs in Tweet in G2:
[1] https://twitter.com/aiphanmarcel/status/1216308102863167488
[1] https://twitter.com/Yanisbld_/status/1211714210016759809
[1] https://twitter.com/dealmkj/status/1216360388855549954
[1] https://twitter.com/Mikaelhymst/status/1216036654307336193
[1] https://twitter.com/jul/status/1216121694840131585
[1] https://twitter.com/elsrbc_/status/1216044920986898433
[1] https://twitter.com/Mr__Achraf/status/1215652758675697665

Top URLs in Tweet in G3:
[1] https://twitter.com/orlia__/status/1215792760403435521
[1] https://twitter.com/putethique/status/1215990132890841088
[1] https://twitter.com/diablotix/status/1072219885902725122

Top URLs in Tweet in G4:
[18] https://www.forbes.com/sites/tomtaulli/2020/01/11/ces--the-coolest-ai-artificial-intelligence-announcements/?utm_source=dlvr.it&utm_medium=twitter
[15] https://www.forbes.com/sites/tomtaulli/2020/01/11/ces--the-coolest-ai-artificial-intelligence-announcements/
[12] https://jidounten-lab.com/u_sensor-only-camera-mobileye
[12] https://twinybots.ch/
[7] https://twitter.com/coldhealing/status/1215110709039783937
[5] https://www.cnn.com/style/article/ces-toyota-big-smart-city/index.html
[5] https://twitter.com/raplume/status/1216134900581117952
[4] https://www.theverge.com/circuitbreaker/2020/1/6/21051571/samsung-invisible-virtual-keyboard-ai-selfietype-ces-2020
[4] http://www.lqventures.com
[3] https://www.businesswire.com/news/home/20200110005584/en/CES-2020-Wraps-AI-5G-Define-Future

Top URLs in Tweet in G5:
[1] https://twitter.com/LeGeneral00/status/1216339289178624005
[1] https://twitter.com/franceschia4/status/1216257081629642752
[1] https://twitter.com/PNerval/status/1216395687140777984
[1] https://twitter.com/eddy_fleck/status/1216387574505332736
[1] https://twitter.com/JillLayJones1/status/1216155624867758081
[1] https://twitter.com/myriamyoyo1/status/1191858492220596226
[1] https://www.youtube.com/watch?v=q6sT880Kw44

[1] https://twitter.com/sisyphe007/status/1216100698036805632
[1] https://www.deezer.com/track/2308590
[1] https://www.nouvelobs.com/politique/20200111.OBS23318/ces-intellectuels-qui-voient-rouge-sur-la-reforme-des-retraites.html

Top URLs in Tweet in G6:
[53] http://aka.tv
[49] https://www.forbes.com/sites/tomtaulli/2020/01/11/ces--the-coolest-ai-artificial-intelligence-announcements/
[30] http://investrecords.com/2020/01/10/facial-recognition-creeps-into-everything-at-ces-2020/
[26] https://www.forbes.com/sites/tomtaulli/2020/01/11/ces--the-coolest-ai-artificial-intelligence-announcements/#702646af2492
[24] https://twinybots.ch/
[22] http://www.globalbigdataconference.com/144859/ai-was-everywhere-at-ces/industrynews-details.html
[20] https://www.techrepublic.com/article/how-watson-ai-allows-ibms-advertising-accelerator-to-do-three-key-things/
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219944
[12] https://www.techrepublic.com/videos/ces-2020-why-hbo-wants-us-to-think-twice-about-data-privacy-in-the-future/#ftag=RSS56d97e7
[9] https://time.com/5761770/best-ces-2020/

Top URLs in Tweet in G7:
[1] https://www.valeursactuelles.com/societe/la-defense-surrealiste-de-kouchner-signataire-dune-petition-pro-pedophile-en-1977-114923
[1] https://twitter.com/dr_l_alexandre/status/1215932694569373696
[1] https://twitter.com/Oceandiversity2/status/1215969400366358528
[1] https://factuel.afp.com/une-prime-de-noel-de-18000-eu-pour-les-senateurs-non-un-canular-souvent-pris-au-1er-degre
[1] https://twitter.com/Fakir_/status/1216065022000009219

Top URLs in Tweet in G8:
[1] https://twitter.com/bebecitacelia/status/1187087574957019142

Top Domains
Top Domains in Tweet in Entire Graph:
[525] twitter.com
[167] forbes.com
[59] techrepublic.com
[54] twinybots.ch
[53] aka.tv
[50] youtube.com
[45] theverge.com
[35] globalbigdataconference.com
[32] cnet.com
[32] investrecords.com

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

Top Domains in Tweet in G2:
[7] twitter.com

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

Top Domains in Tweet in G4:
[292] twitter.com
[43] forbes.com
[14] jidounten-lab.com
[14] theverge.com
[13] instagram.com
[12] youtube.com
[12] twinybots.ch
[11] linkedin.com
[10] cnn.com
[8] voicebot.ai

Top Domains in Tweet in G5:
[7] twitter.com
[1] youtube.com
[1] deezer.com
[1] nouvelobs.com

Top Domains in Tweet in G6:
[96] forbes.com
[54] techrepublic.com
[53] aka.tv
[30] investrecords.com
[26] cnet.com
[26] nodexlgraphgallery.org
[24] theverge.com
[24] twinybots.ch
[22] globalbigdataconference.com
[17] wired.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] valeursactuelles.com
[1] afp.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[795] ai
[717] ces2020
[323] iot
[260] ces
[202] artificialintelligence
[166] bigdata
[155] machinelearning
[146] tech
[112] chargementale
[103] fintech



Top Hashtags in Tweet in G4:
[72] ai
[34] ces2020
[28] ces
[21] artificialintelligence
[16] machinelearning
[12] iot
[10] ml
[10] deeplearning
[9] innovation
[8] technology

Top Hashtags in Tweet in G5:
[1] giletsjaunes
[1] acte61

Top Hashtags in Tweet in G6:
[572] ai
[380] ces2020
[287] iot
[182] ces
[159] bigdata
[127] artificialintelligence
[123] machinelearning
[90] fintech
[85] autonomous
[75] tech

Top Hashtags in Tweet in G7:
[74] kouchner
[1] matzneff
[1] bienetreanimal
[1] ceuxquifontlelait
[1] belbatard
[1] tpmp
[1] bye
[1] patriotessolidaires

Top Hashtags in Tweet in G8:
[1] isaïah
[1] lt

Top Words
Top Words in Tweet in Entire Graph:
[6803] Words in Sentiment List#1: Positive
[19234] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[644342] Non-categorized Words
[670379] Total Words
[18996] ces
[13385] dire
[10186] j'ai
[7268] ai
[6812] gens

Top Words in Tweet in G1:
[10602] dire
[3568] ces
[3552] j'ai
[3551] ça
[3537] dis
[3537] beaucoup
[3537] mal
[3536] plait
[3536] gens
[3535] pardon

Top Words in Tweet in G2:
[3573] ces
[3447] suis
[3442] vends
[1800] sont
[1797] bonjour
[1797] plait
[1756] ai
[1731] jamais
[1725] coup
[1723] mes

Top Words in Tweet in G3:
[1907] dire
[1824] ces
[1768] j'ai
[1754] merci
[1753] gens
[1674] disent
[1674] vu
[1674] envie
[1673] bien
[1673] tarter

Top Words in Tweet in G4:
[1526] ces
[1053] ai
[569] j'ai
[253] mais
[196] ça
[172] ce
[171] plus
[165] mon
[155] c'est
[147] fait

Top Words in Tweet in G5:
[1556] leur
[866] ces
[848] j'ai
[819] tout
[799] qu'ils
[791] passe
[790] ça
[789] c'est
[783] comme
[778] gens

Top Words in Tweet in G6:
[921] #ai
[676] #ces2020
[522] ces
[480] #iot
[469] gt
[431] #ces
[268] #machinelearning
[252] ai
[215] paula_piccard
[212] #artificialintelligence

Top Words in Tweet in G7:
[326] ces
[258] ai
[232] tête
[226] même
[224] pétition
[158] bien
[157] fait
[154] jamais
[135] très
[128] mais

Top Words in Tweet in G8:
[861] peu
[594] j'ai
[578] mon
[575] personnes
[574] personne
[413] ces
[323] quand
[298] mais
[287] changé
[287] peuvent

Top Words in Tweet in G9:
[307] ces
[289] ça
[277] mais
[270] ai
[268] envie
[266] amour
[266] quand
[266] donne
[265] drôle
[264] achète

Top Words in Tweet in G10:
[288] ces
[279] ai
[262] crois
[262] plus
[262] vue
[262] cette
[262] vidéo
[262] ma
[262] mère
[262] derniers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5472] dire,merci
[3811] ces,choses
[3798] dire,ces
[3786] gens,ont
[3785] rien,dire
[3780] beaucoup,gens
[3774] j'ai,tort
[3774] ont,mal
[3773] ça,coûte
[3772] mal,dire

Top Word Pairs in Tweet in G1:
[3534] grands,âges
[3534] âges,savez
[3534] savez,ça
[3534] ça,coûte
[3534] coûte,rien
[3534] rien,dire
[3534] dire,merci
[3534] merci,m'excuse
[3534] m'excuse,désolé
[3534] désolé,pardon

Top Word Pairs in Tweet in G2:
[1721] bonjour,tous
[1721] tous,suis
[1721] suis,étudiante
[1721] étudiante,suis
[1721] suis,merde
[1721] merde,financièrement
[1721] financièrement,coup
[1721] coup,lieu
[1721] lieu,vendre
[1721] vendre,nudes

Top Word Pairs in Tweet in G3:
[1751] dire,merci
[1674] gens,disent
[1673] disent,bien
[1673] bien,vu
[1673] vu,dire
[1673] merci,j'ai
[1673] j'ai,envie
[1673] envie,tarter
[1673] tarter,ces
[1673] ces,idiots

Top Word Pairs in Tweet in G4:
[116] ces,derniers
[93] ces,2020
[64] derniers,temps
[60] toutes,ces
[59] ai,ces
[47] coolest,ai
[46] artificial,intelligence
[44] ces,coolest
[44] ai,artificial
[44] intelligence,announcements

Top Word Pairs in Tweet in G5:
[778] ces,gens
[777] j'ai,discuté
[777] discuté,macroniste
[777] macroniste,aujourd'hui
[777] aujourd'hui,ces
[777] gens,m'inquiètent
[777] m'inquiètent,tout
[777] tout,passe
[777] passe,comme
[777] comme,s'ils

Top Word Pairs in Tweet in G6:
[306] gt,gt
[228] #ai,#iot
[125] ces,2020
[104] #ces,#ces2020
[95] robots,coming
[95] coming,kitchen
[95] kitchen,samsung's
[95] samsung's,bot
[95] bot,chef
[95] chef,help

Top Word Pairs in Tweet in G7:
[125] amezianerose,c8tv
[124] fait,très
[118] ericnaulleau,amezianerose
[116] c8tv,tête
[116] tête,chameau
[116] chameau,tête
[116] tête,loukoum
[116] loukoum,sale
[116] sale,bougnoule
[116] bougnoule,né

Top Word Pairs in Tweet in G8:
[574] peu,personne
[288] ces,personnes
[287] j'ai,changé
[287] changé,mais
[287] mais,peu
[287] peu,personnes
[287] personnes,peuvent
[287] peuvent,voir
[287] voir,car
[287] car,mon

Top Word Pairs in Tweet in G9:
[264] ai,envie
[264] envie,amour
[264] amour,mais
[264] mais,ça
[264] ça,achète
[264] achète,quand
[264] quand,donne
[264] donne,gratuit
[264] gratuit,ces
[264] ces,batard

Top Word Pairs in Tweet in G10:
[262] crois,ai
[262] ai,plus
[262] plus,vue
[262] vue,cette
[262] cette,vidéo
[262] vidéo,ma
[262] ma,mère
[262] mère,ces
[262] ces,derniers
[262] derniers,semaine

Top Replied-To
Top Replied-To in Entire Graph:
@ericnaulleau
@gabimoraex_
@txt_members
@jblefevre60
@francisback5
@m_koulibaly
@mikohiyama
@bfmtv
@pmariannevick11
@soundbuy

Top Replied-To in G1:
@fabulances
@anciencomptesam
@hyakkym
@thedriveratiny
@_rapvibes
@mme_rubi
@cambelike
@marcskurt
@megatwonch
@draiizzy

Top Replied-To in G2:
@cole_skov
@nuuzrxt
@emilie01049975
@solenexsolene
@wolys_
@niiis5
@rabbytsh
@hajarqlf
@pahasauvage
@amjnouu

Top Replied-To in G3:
@rbnmb6
@rebeudeter
@kevin_kaem
@wanchaoyu
@panthrenoir3
@anonymeviii
@kmwafaaaaa
@zorakk98

Top Replied-To in G4:

Top Replied-To in G5:
@rimiquen_dsm
@revoltes
@pruvostanita
@tagme_vedi1
@ataraxie66
@davduf
@pfilliettaz
@khamjanacera
@loicd12
@philippe_barthe

Top Replied-To in G6:
@jblefevre60
@soundbuy
@ipfconline1
@evankirstel
@chinadaily
@laforge_ai
@munir_alhaddad
@fabriziobustama
@laurel_rossi
@toyota

Top Replied-To in G7:
@ericnaulleau
@zohrabitan
@jeanmessiha
@nqtv
@crayonmine
@amezianerose
@brutofficiel
@aj91000
@l_boyard
@ndosasi

Top Replied-To in G8:
@nisso_____
@kaneda471
@ines_oge
@baraneyek_
@tlbnes

Top Replied-To in G9:
@vilainecreature
@leonidasbrr
@kawasklad
@justshoto_
@aloegartendg
@yasashii_19
@vskaikru
@bouyachakal
@64mds
@xabavard

Top Mentioned
Top Mentioned in Entire Graph:
@ces
@paula_piccard
@evankirstel
@mikequindazzi
@c8tv
@amezianerose
@jblefevre60
@sebbourguignon
@labordeolivier
@ym78200

Top Mentioned in G1:
@arobabase
@_babyslime_
@myriamanhattan

Top Mentioned in G2:
@lebeninoiis
@bahrabylka
@primecp3_
@stupiiide_now
@amjnouu
@ahmedlancien2
@nizar_tf
@dransski

Top Mentioned in G3:
@sana68321308
@leamcr1
@enzotalented___
@delta_gz
@rebeudeter

Top Mentioned in G4:
@theafricamentor
@vl_solution
@masaakikamikura
@gypotech

Top Mentioned in G5:
@place_beauvau
@anne_sinclair
@davduf
@swetlondon
@ianb_desarmons
@mic57330021
@anne_francectt
@francoisedegois
@blakkjakk666
@jlff

Top Mentioned in G6:
@ces
@paula_piccard
@evankirstel
@mikequindazzi
@jblefevre60
@sebbourguignon
@labordeolivier
@ym78200
@ipfconline1
@haroldsinnott

Top Mentioned in G7:
@c8tv
@amezianerose
@jeanmessiha
@ericnaulleau
@cyrilhanouna
@bilgerphilippe
@robertmenardfr
@bvoltaire
@belattaryassine
@brutofficiel

Top Mentioned in G8:
@baraneyek_
@3fois7

Top Mentioned in G9:
@vskaikru
@morganesnle
@uncleanblood
@4lk4tr4z_
@binksnaven
@brigade_ph4ntom
@fc_hagra
@sosejikun
@c4kkj
@mordorgasmic

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@tomthunkitsmind
@americanair
@sectest9
@danielpilotte
@jstlangevin
@blabalade
@delta
@infoitscienza
@deejayiwan

Top Tweeters in G1:
@mandy_59100
@geumadeincorea
@obkim_
@tahiadz213_
@_fredoush
@2msssss
@queen_klr
@staaaadry
@david_mojito
@ludio_mw

Top Tweeters in G2:
@floridadkilos
@ste__rose
@timelesstark
@nick_samair
@congoliana_
@debowaah
@tantineflorv
@zlatanrene
@iamforlau_
@_lxcie

Top Tweeters in G3:
@divblv
@kunhang0928
@mr_king_ceo
@trippylulu
@kxlizzle_
@lizaneye
@idkimcha
@alexsinnai
@asmara_lothbrok
@sirena_kaa

Top Tweeters in G4:
@infoitscienza
@techl0g
@lucas_wyrsch
@sossopsg75974
@presshub_gr
@esif22
@iam__network
@namineeyes
@into_ai
@stanleysuen

Top Tweeters in G5:
@jstlangevin
@loudl
@lunace2pama
@tonjusticier
@uniquecmoi
@bo_chart
@daygautier
@roxanemlp
@d5343313
@katiaontheearth

Top Tweeters in G6:
@americanair
@sectest9
@deejayiwan
@evankirstel
@chidambara09
@aldoceccarelli
@ottlegalrebels
@businessinsider
@thomasclone
@billnigh

Top Tweeters in G7:
@blabalade
@victoire9595
@maryse_mars
@cresus1ier
@brunedrot
@coolise
@mi1789
@augustacrochet
@njee26
@4296f5e40d5c496

Top Tweeters in G8:
@s_ml13
@molayecisse
@sgouater
@donguicandide
@alymolla
@mnchloe
@shhh2210
@99maryjvne
@ftmondiale
@badxely

Top Tweeters in G9:
@leonidasbrr
@lelekhl
@drdpauline_
@lola_lbt
@thehautt11
@wvrgvnx
@mordorgasmic
@abnlaura
@morganehrsch
@memathou

Top Tweeters in G10:
@twiittement
@merylzer
@malikbreezy78
@shielody
@grimk_
@unknownr92
@jaeger11__
@itlngirl
@un_postbof
@_gaetanavg