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tchat_2022-12-05_08-15-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2022
Short Description:
tchat via NodeXL https://bit.ly/3P0ak9v
@brandonazarial
@twitchfr
@innadiyard78
@all_hiki
@franceinter
@aveclamaingauc1
@emmanuelmacron
@botstreamer
@walter_d_b
@retweelgend

Top hashtags:
#twitch
#tchat
#gendarmes
#comcybergend
#violences
#accueilliragir
#masterkill

Description:
Description
The graph represents a network of 3,272 Twitter users whose tweets in the requested range contained "tchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 December 2022 at 16:17 UTC.

The requested start date was Monday, 05 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 45-minute period from Monday, 21 November 2022 at 01:14 UTC to Monday, 05 December 2022 at 01:00 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 : 3272
Unique Edges : 2503
Edges With Duplicates : 2029
Total Edges : 4532
Number of Edge Types : 5
Replies to : 862
Retweet : 800
MentionsInRetweet : 1230
Tweet : 512
Mentions : 1128
Self-Loops : 527
Reciprocated Vertex Pair Ratio : 0.0213414634146341
Reciprocated Edge Ratio : 0.0417910447761194
Connected Components : 833
Single-Vertex Connected Components : 240
Maximum Vertices in a Connected Component : 388
Maximum Edges in a Connected Component : 813
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 7.619805
Graph Density : 0.000281704300741719
Modularity : 0.683949
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,272 Twitter users whose tweets in the requested range contained "tchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 05 December 2022 at 16:17 UTC.

The requested start date was Monday, 05 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 45-minute period from Monday, 21 November 2022 at 01:14 UTC to Monday, 05 December 2022 at 01:00 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 : GraphServerTwitterSearch
Graph Term : tchat
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:
[10] https://www.lemonde.fr/planete/live/2022/11/21/la-cop27-a-t-elle-ete-a-la-hauteur-de-l-urgence-climatique-posez-vos-questions-a-notre-journaliste_6150883_3244.html
[8] https://www.twitch.tv/123Lunatic
[7] https://www.theta.tv/cryptobubulle
[7] https://t.me/joinchat/G-3mVOq2WXEnig5o
[7] https://www.info.urgence114.fr/
[6] https://www.theta.tv/invite/ay42vr
[6] https://twitter.com/antimacron_amgr
[5] https://t.me/AntiMacronVSGreatReset
[5] https://www.edutopia.org/article/5-tips-for-teaching-students-to-improve-their-online-searches
[5] https://www.twitch.tv/ether14radio

Top URLs in Tweet in G1:
[3] https://t.me/AntiMacronVSGreatReset
[3] https://t.me/joinchat/G-3mVOq2WXEnig5o
[3] https://twitter.com/maeva_ptr/status/1594752081662984209
[3] https://www.twitch.tv/Machie
[3] https://www.twitch.tv/mewstelle
[2] https://twitter.com/antimacron_amgr
[1] https://twitter.com/itshuntertv/status/1594506915110801409
[1] https://twitter.com/BuzzerBobTV/status/1594112150829760513
[1] https://twitter.com/NicoRafa78/status/1594468818381770757
[1] https://www.twitch.tv/votacorsa

Top URLs in Tweet in G2:
[1] https://rera-leblog.fr/tchat-mesures-de-regulation-du-trafic-sur-le-rer-a/

Top URLs in Tweet in G3:
[1] https://twitter.com/Metaverse_HQ_t/status/1597500046576345089
[1] https://twitter.com/zkcync/status/1598044538668347392
[1] https://twitter.com/MekaVerses_/status/1597938582442110978
[1] https://twitter.com/mypethooligan2/status/1597863888736768000
[1] https://dallasexpress.com/health/researchers-create-molecule-that-kills-cancer-cells/
[1] https://twitter.com/zksymc/status/1596501941013647362
[1] https://twitter.com/Metaverse_HQ_2/status/1595353151590125569
[1] https://twitter.com/ceI__mates/status/1595470184902541314
[1] https://twitter.com/zlksync/status/1595098392266670080
[1] https://twitter.com/azuIkiofficiaI/status/1594352288981737473

Top URLs in Tweet in G4:
[3] https://www.twitch.tv/lepapich_
[3] https://www.twitch.tv/hurazil
[3] http://wzbot.tw/live/lo_level31
[2] https://www.twitch.tv/caillou_fou
[1] https://twitch.tv/rayzeffect
[1] https://twitter.com/_nostalgeek_/status/1597280996390588417
[1] https://www.youtube.com/watch?v=p-TxruwwSTI&feature=youtu.be

[1] https://www.twitch.tv/videos/1666032590
[1] https://twitter.com/antistream/status/1598318150533144583
[1] https://www.twitch.tv/monaco76yt

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=LOEklNfJnEA&ab_channel=L%27insoumission

[1] https://programmeejl.files.wordpress.com/2020/01/extrait-livre-the-voice-politique-et-les-3-petits-cochons.pdf
[1] https://twitter.com/Walter_D_B/status/1588621753844400129?s=20&t=5KSXtZm3AZzOaniF2xjquQ

Top URLs in Tweet in G7:
[2] https://cyclones.com/news/2022/11/23/football-hutchinson-an-earl-campbell-tyler-rose-award-semifinalist.aspx
[2] https://www.youtube.com/watch?v=3W3A9IVNQhk&feature=youtu.be

[1] https://twitter.com/pff/status/1594546794490253312
[1] https://twitter.com/joeagleason/status/1596193877601361920
[1] https://twitter.com/SportsCenter/status/1596687622512201728
[1] https://twitter.com/kaleea____/status/1597073354372284416
[1] https://twitter.com/cyclonefb/status/1597701732137459712
[1] https://twitter.com/gabri3lgonzalez/status/1599521950199865344
[1] https://twitter.com/timverghese/status/1599542215680077824
[1] https://twitter.com/njcaafootball/status/1597968701902536710

Top URLs in Tweet in G8:
[2] https://gendarmerie.interieur.gouv.fr/a-votre-contact/contacter-la-gendarmerie/ma-gendarmerie
[2] https://www.moncommissariat.interieur.gouv.fr/fr/demarches/signaler-rodeo
[1] https://twitter.com/C8TV/status/1596195277689397249

Top URLs in Tweet in G9:
[1] https://catalogue-formation.cncc.fr/fiche/02.02JUR0016
[1] https://arretonslesviolences.gouv.fr/
[1] https://www.gendarmerie.interieur.gouv.fr/a-votre-contact/contacter-la-gendarmerie/ma-gendarmerie
[1] https://www.onisep.fr/tchats

Top Domains
Top Domains in Tweet in Entire Graph:
[105] twitter.com
[80] twitch.tv
[32] youtube.com
[18] t.me
[13] theta.tv
[11] lemonde.fr
[10] gouv.fr
[8] wzbot.tw
[7] urgence114.fr
[5] edutopia.org

Top Domains in Tweet in G1:
[33] twitter.com
[15] twitch.tv
[7] t.me
[5] tchat-radio.fr
[2] hosting-quebec.ca
[2] youtube.com
[2] inmeet.fr
[1] warframe.com
[1] pradeshonline.com
[1] notretemps.com

Top Domains in Tweet in G2:
[1] rera-leblog.fr

Top Domains in Tweet in G3:
[10] twitter.com
[1] dallasexpress.com

Top Domains in Tweet in G4:
[13] twitch.tv
[8] wzbot.tw
[6] twitter.com
[2] youtube.com
[1] hurazil.tv

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

Top Domains in Tweet in G7:
[10] twitter.com
[5] youtube.com
[2] cyclones.com

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

Top Domains in Tweet in G9:
[2] gouv.fr
[1] cncc.fr
[1] onisep.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] twitch
[29] tchat
[25] gendarmes
[25] comcybergend
[25] violences
[25] accueilliragir
[19] masterkill
[14] warzone2
[14] gendelus
[13] retraite



Top Hashtags in Tweet in G1:
[6] tchat
[4] rencontre
[3] ps5share
[3] friends
[3] webradio
[2] session
[2] chiffrement
[2] privacy
[2] vieprivé
[2] messagerie

Top Hashtags in Tweet in G2:
[1] rera

Top Hashtags in Tweet in G4:
[31] twitch
[9] juventus
[9] juve
[8] warzone2
[7] minecraft
[6] instreamly
[6] twitchfr
[5] streamingfr
[5] marvelsnap
[5] twitchstreamer

Top Hashtags in Tweet in G6:
[2] teamcameroon

Top Hashtags in Tweet in G7:
[2] gocoogs
[2] cyclones

Top Hashtags in Tweet in G8:
[9] contrelesrodéos
[9] var
[9] rodéo
[2] femmesbattues

Top Hashtags in Tweet in G9:
[25] gendarmes
[25] comcybergend
[25] violences
[25] accueilliragir
[14] gendelus
[7] webinaire
[7] cac
[4] laformationnaturellementcac
[3] formation
[3] brigadenumérique

Top Words
Top Words in Tweet in Entire Graph:
[1715] tchat
[351] ce
[334] c'est
[314] ça
[299] mais
[220] par
[205] contre
[190] live
[171] l'occasion
[170] tout

Top Words in Tweet in G1:
[257] tchat
[41] ce
[37] ça
[34] mais
[28] tout
[27] c'est
[26] live
[25] ai
[25] quand
[24] plus

Top Words in Tweet in G2:
[168] jeanmassiet
[162] contre
[162] distribué
[162] l'occasion
[162] journée
[162] internationale
[162] gratuitement
[162] assembleenat
[162] l'
[162] thread

Top Words in Tweet in G3:
[12] tchat_12
[3] womanwatching
[3] wl
[3] th3ur1n4t0r
[3] libsoftiktok
[3] airdrop
[3] cancer
[2] johnphan_01
[2] molecule
[2] caliber

Top Words in Tweet in G4:
[87] tchat
[47] ce
[31] #twitch
[30] live
[20] ton
[18] mon
[15] 21h
[14] c'est
[13] soir
[12] venir

Top Words in Tweet in G5:
[6] tchat
[5] blodwyn_kh69_
[5] webjournaux
[5] bondmichael13
[5] ab09568722
[5] salomontagne
[5] mazagan_ft
[5] jpillardejl
[5] bo_chart
[5] jeansansnomj

Top Words in Tweet in G6:
[24] tchat
[11] mediapart
[11] c'est
[10] mais
[10] ça
[7] champion
[7] tout
[7] sont
[6] jackmjoneill
[6] 1er

Top Words in Tweet in G7:
[13] mahomes
[11] more
[9] tchat_p
[9] better
[6] season
[6] wr
[6] youtube
[5] gabri3lgonzalez
[5] ain
[5] best

Top Words in Tweet in G8:
[51] tchat
[50] par
[41] marleneschiappa
[40] ce
[39] ont
[39] dispositif
[39] être
[39] place
[39] grâce
[39] secouru

Top Words in Tweet in G9:
[30] aux
[28] c'est
[27] cybergend
[25] #comcybergend
[25] cyber
[25] #accueilliragir
[25] aussi
[25] #violences
[25] faites
[25] agissent

Top Words in Tweet in G10:
[26] tchat
[8] walid0207
[7] même
[7] jdg
[7] c'est
[6] sont
[6] ça
[5] ce
[5] plus
[4] mais

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[162] distribué,gratuitement
[162] lutte,contre
[162] thread,l'occasion
[162] contre,sida
[162] assembleenat,distribué
[162] sida,l'
[162] l'occasion,journée
[162] journée,internationale
[162] l',assembleenat
[162] internationale,lutte

Top Word Pairs in Tweet in G1:
[17] tchat,proximité
[10] ce,soir
[8] par,tchat
[6] tchat,twitch
[6] comme,ça
[6] tchat,vocal
[6] ce,genre
[6] ça,fait
[5] mon,tchat
[5] tout,monde

Top Word Pairs in Tweet in G2:
[162] sida,l'
[162] l'occasion,journée
[162] journée,internationale
[162] lutte,contre
[162] l',assembleenat
[162] contre,sida
[162] internationale,lutte
[162] thread,l'occasion
[162] assembleenat,distribué
[162] distribué,gratuitement

Top Word Pairs in Tweet in G3:
[3] th3ur1n4t0r,womanwatching
[3] womanwatching,libsoftiktok
[2] universities,created
[2] tchat_12,th3ur1n4t0r
[2] tchat_12,haydnwalker1
[2] dreuseff,keyboardmuscles
[2] kill,cancer
[2] molecule,kill
[2] researchers,two
[2] cells,including

Top Word Pairs in Tweet in G4:
[12] ce,tchat
[12] ce,soir
[10] cet,après
[10] après,midi
[9] démission,board
[9] soir,21h
[9] actualité,#juventus
[9] live,consacrée
[9] #juventus,démission
[9] consacrée,actualité

Top Word Pairs in Tweet in G5:
[5] jeansansnomj,bondmichael13
[5] jpillardejl,ab09568722
[5] ab09568722,bo_chart
[5] bondmichael13,salomontagne
[5] mazagan_ft,webjournaux
[5] blodwyn_kh69_,jpillardejl
[5] bo_chart,jeansansnomj
[5] webjournaux,blodwyn_kh69_
[4] walter_d_b,mazagan_ft
[4] salomontagne,fran

Top Word Pairs in Tweet in G6:
[6] éliminé,1er
[6] 1er,tour
[3] asd43000,mediapart
[3] tassyldur,jackmjoneill
[3] cdiscount,lequipedusoir
[3] tout,monde
[3] daishoonce,tassyldur
[2] cadeau,match
[2] être,bipolaire
[2] minutes,quel

Top Word Pairs in Tweet in G7:
[7] better,mahomes
[4] barclays,center
[4] outside,barclays
[4] kyrie,irving
[3] den_ccg,trec_tcg
[3] trec_tcg,même
[3] tchat,go
[3] go,bande
[3] bande,bachibouzouk
[3] bachibouzouk,pool

Top Word Pairs in Tweet in G8:
[39] ont,pu
[39] mis,place
[39] dispositif,tchat
[39] femmes,ont
[39] grâce,ce
[39] place,par
[39] milliers,femmes
[39] tchat,mis
[39] nouveau,dispositif
[39] être,secouru

Top Word Pairs in Tweet in G9:
[25] faites,aux
[25] #accueilliragir,c'est
[25] #comcybergend,agissent
[25] #gendarmes,#comcybergend
[25] femmes,#accueilliragir
[25] contre,#violences
[25] #violences,faites
[25] aux,femmes
[25] c'est,aussi
[25] agissent,contre

Top Word Pairs in Tweet in G10:
[2] elphedine,walid0207
[2] messages,comme
[2] ils,sont
[2] tchat,twitch
[2] ce,genre
[2] tchat,jdg
[2] par,contre

Top Replied-To
Top Replied-To in Entire Graph:
@fdeschats
@tchat_p
@sosh_fr
@anastasialps
@gabri3lgonzalez
@filsde_pangolin
@playstationfr
@amazonhelp
@shitenjoyerr
@frskyrroz

Top Replied-To in G1:

Top Replied-To in G2:
@jeanmassiet

Top Replied-To in G3:
@tchat_12
@th3ur1n4t0r

Top Replied-To in G4:
@simonborderline
@romaric_briand
@mrpintu78
@laukinawa
@jeuxstreamfr
@ludixe
@niruviaa
@ashleywhiteoff
@frenchiesim
@lloyfell

Top Replied-To in G5:
@manonmella
@carolinefiat54
@chris79500
@mazagan_ft

Top Replied-To in G6:
@daishoonce
@queenlolipopo
@jackmjoneill
@lequipedusoir
@den18752552
@asd43000
@keisuke_akm
@looking_ahh
@porlistenbourg
@akmblade

Top Replied-To in G7:
@tchat_p
@gabri3lgonzalez
@toasterklay
@nolimitdevvo
@jakemfjones92
@briiishawruck
@kaleea____
@robmaaddi

Top Replied-To in G9:
@posseme_seb

Top Replied-To in G10:
@walid0207
@coffeegamingfr
@garibaldy_
@elphedine
@lliuka99
@koteizousa
@mdxle100
@aretoiles
@grimkujow_
@popcorntalkshow

Top Mentioned
Top Mentioned in Entire Graph:
@jeanmassiet
@assembleenat
@marleneschiappa
@c8tv
@cybergend
@gulffrancefc
@bubullecrypto
@gotagatv
@linkuma_off
@zgf_shacoy

Top Mentioned in G1:
@ar3o0oof_dx_vhf
@exlcior

Top Mentioned in G2:
@jeanmassiet
@assembleenat
@nildeala
@rer_a

Top Mentioned in G3:
@tchat_12
@womanwatching
@libsoftiktok
@bobbysuson
@johnphan_01
@petertran99
@haydnwalker1
@dreuseff
@keyboardmuscles
@nonfungibletext

Top Mentioned in G4:
@twitchfr
@tuttijuve
@mrmanithou
@ndutsz_off
@m_kaefer
@hurazil78
@davduf
@rtwitchfr
@lynallyatv
@lo_level31

Top Mentioned in G5:
@webjournaux
@blodwyn_kh69_
@jpillardejl
@ab09568722
@bo_chart
@jeansansnomj
@bondmichael13
@salomontagne
@walter_d_b
@mazagan_ft

Top Mentioned in G6:
@mediapart
@jackmjoneill
@vsainsily
@cdiscount
@asd43000
@tassyldur
@actufoot_
@lequipedusoir
@tinywiny11
@fahdoumarconi

Top Mentioned in G7:
@youtube
@cyclonefb
@den_ccg
@trec_tcg
@owicast
@plainjanedee_
@kesean43
@wolwiloreal
@thenbacentral
@krisplashed

Top Mentioned in G8:
@marleneschiappa
@c8tv
@prefet83

Top Mentioned in G9:
@cybergend
@salondesmaires
@posseme_seb
@cnccformation
@gendarmerie
@onisep
@cncc_audit
@lacavec
@bethoux

Top Mentioned in G10:
@walid0207
@rebeudeter
@frederic_molas
@koteizousa
@ivannxs
@grimkujow_
@cycydx
@botstreamer
@domingo
@aretoiles

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@complaymentdo
@costeslioneler
@dataaugmented
@radiolondres6
@stigmabasef
@bouyguestelecom
@fabien_fichaux
@bfmtv
@bo_chart

Top Tweeters in G1:
@stigmabasef
@surrocahenri
@nikiunderscore
@bytell2
@wrathproxy
@adzetko
@shilderi
@peccadille
@ar3o0oof_dx_vhf
@cernes_kun

Top Tweeters in G2:
@dom972joe
@toden_laviateur
@slivo_
@denismichel56
@bennouze
@djkweezes
@bzibzibebo
@emberheat
@coco__lasticot
@rer_a

Top Tweeters in G3:
@womanwatching
@0xdevendra786
@acabhishek400
@miigoy
@justinperri8
@dreuseff
@libsoftiktok
@solomon_obodo
@mohamedmanutd
@0xnastynate

Top Tweeters in G4:
@dataaugmented
@radiolondres6
@retweelgend
@botstreamer
@frcretweets
@intrinsicgames
@_nostalgeek_
@kallypygos
@rt4french
@brendanbehann1

Top Tweeters in G5:
@bfmtv
@bo_chart
@franceinfo
@cnews
@rmcinfo
@blodwyn_kh69_
@webjournaux
@lci
@betramaurice
@jaclostermann

Top Tweeters in G6:
@lequipe
@footballogue
@actufoot_
@mediapart
@cdiscount
@brfootball
@keisuke_akm
@ruddy_ralph
@trunks117
@lequipedusoir

Top Tweeters in G7:
@plainjanedee_
@karlousm
@pff
@krisplashed
@fbl_sam
@russsativa
@shellz_fargone
@fammirantetfj
@miamialejandro
@youtube

Top Tweeters in G8:
@costeslioneler
@the_best_man_57
@nordsud6213
@rose91912584
@menuet_morgan
@jihel93
@actuspays
@justinejustemoi
@bonuscr
@thenenelle

Top Tweeters in G9:
@playmogeek
@chagnonclaude3
@quipaie1
@otta_daniel
@chouetteagile
@vincent_cotugno
@cretanadia
@carpediem_ego
@pennykdn
@richard_s81

Top Tweeters in G10:
@nathantenpouin
@walid0207
@aretoiles
@karnagemvp
@toutenscred
@rebeudeter
@koteizousa
@tagazingob
@cycydx
@boyasnes


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