RATP, Twitter, 3/2/2020 1:28:49 PM, 222344


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RATP_2020-03-02_00-50-13.xlsx
RATP_2020-03-02_00-50-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 02, 2020
Short Description:
RATP via NodeXL http://bit.ly/2vyzwiR
@remybuisine
@lcp
@clientsratp
@tcabarrus
@ligne14_ratp
@micky91
@ligne13_ratp
@mathildepanot
@maudmousse
@laura_varlet17

Top hashtags:
#ratp
#giletsjaunes
#49al3
#sncf
#gauches
#regimespécial
#14mars
#covid2019
#meetingivry

Description:
Description
The graph represents a network of 4,437 Twitter users whose tweets in the requested range contained "RATP", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 March 2020 at 08:51 UTC.

The requested start date was Monday, 02 March 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 2-hour, 42-minute period from Thursday, 27 February 2020 at 22:16 UTC to Monday, 02 March 2020 at 00:58 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 : 4437
Unique Edges : 5684
Edges With Duplicates : 1493
Total Edges : 7177
Number of Edge Types : 4
MentionsInRetweet : 3962
Mentions : 1485
Replies to : 1036
Tweet : 694
Self-Loops : 694
Reciprocated Vertex Pair Ratio : 0.0296746514122274
Reciprocated Edge Ratio : 0.0576388888888889
Connected Components : 428
Single-Vertex Connected Components : 221
Maximum Vertices in a Connected Component : 3429
Maximum Edges in a Connected Component : 6106
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.169084
Graph Density : 0.000292645275516382
Modularity : 0.697944
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 4,437 Twitter users whose tweets in the requested range contained "RATP", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 March 2020 at 08:51 UTC.

The requested start date was Monday, 02 March 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 2-hour, 42-minute period from Thursday, 27 February 2020 at 22:16 UTC to Monday, 02 March 2020 at 00:58 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 : RATP
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:
[22] https://www.lebigdata.fr/ratp-chatelet-labo-reconnaissance-faciale
[15] https://fr.sputniknews.com/france/202002281043150349-gros-incendie-aux-abords-de-la-gare-de-lyon-a-paris---video/
[11] https://www.capital.fr/lifestyle/sncf-edf-ratp-la-vie-de-chateau-des-ce-des-grandes-entreprises-publiques-1350926
[11] https://www.sortiraparis.com/actualites/a-paris/articles/210142-coronavirus-comment-la-ratp-se-prepare-face-a-la-menace-a-paris
[9] https://limportant.fr/infos-tech/7/505643
[7] https://www.ladn.eu/tech-a-suivre/ratp-chatelet-halle-laboratoire-intelligence-artificielle-surveillance/
[6] https://www.bfmtv.com/economie/retraites-l-assemblee-nationale-vote-la-reforme-des-regimes-speciaux-1866805.html
[5] https://www.revolutionpermanente.fr/Vitry-Grevistes-convoques-la-RATP-demande-la-revocation-de-Yassine-et-Francois
[5] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/coronavirus-comment-la-ratp-se-prepare-pour-proteger-les-agents-et-les-voyageurs-26-02-2020-8267706.php
[5] https://www.revolutionpermanente.fr/Repression-inedite-a-la-RATP-2-mois-de-mise-a-pied-pour-un-medecin-du-travail

Top URLs in Tweet in G1:
[3] http://www.cgt-ratp.fr/caisse-de-solidarite-ratp/
[2] https://twitter.com/MathildePanot/status/1233108244605919237?s=19
[2] https://www.capital.fr/lifestyle/sncf-edf-ratp-la-vie-de-chateau-des-ce-des-grandes-entreprises-publiques-1350926
[2] https://www.liberation.fr/checknews/2019/09/17/la-retraite-moyenne-des-agents-ratp-est-elle-de-3-700-euros-comme-l-a-dit-francois-lenglet_1751633
[2] https://twitter.com/damien_mau/status/1233437192644648960
[1] https://twitter.com/i/web/status/1232376890280828928
[1] https://twitter.com/i/web/status/1233450517214437376
[1] https://twitter.com/i/web/status/1233451702440906752
[1] https://twitter.com/i/web/status/1233672408898449409
[1] https://twitter.com/i/web/status/1233671730201341953

Top URLs in Tweet in G2:
[4] https://www.ratp.fr/travaux-manifestations/metro
[3] http://www.ratp.fr//
[2] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D2817000024
[2] http://www.ratp.fr//itineraires
[2] https://vl-media.fr/la-ratp-propose-un-ticket-en-cas-doubli-du-passe-navigo/?fbclid=IwAR2pN2BlKZbbCxM_WHddwiPgkMgU0gQ0VO5OJAEibszP0EJFuRGqub8bUhM
[2] https://www.ratp.fr/decouvrir/coulisses/modernisation-du-reseau/metro-ligne-4-fermetures-en-soiree-et-le-dimanche
[2] https://actu.fr/ile-de-france/paris_75056/craintes-violences-concert-chanteur-fally-ipupa-bercy-haute-securite-metro-ferme_31809009.html
[1] https://twitter.com/i/web/status/1233388103315922944
[1] https://actu.fr/ile-de-france/paris_75056/tempete-ciara-ile-france-chutes-darbres-pannes-trafic-perturbe-sur-rer-b-c-d_31353726.html
[1] https://www.ratp.fr/titres-et-tarifs/les-points-de-vente

Top URLs in Tweet in G3:
[2] https://www.ratp.fr/carrieres
[1] https://twitter.com/i/web/status/1233455641978601472
[1] https://twitter.com/i/web/status/1233196014842077186
[1] https://twitter.com/i/web/status/1233558212978335744
[1] https://twitter.com/i/web/status/1233196019862638592
[1] https://twitter.com/i/web/status/1233248540719271936
[1] https://twitter.com/i/web/status/1233248541532971008
[1] https://twitter.com/i/web/status/1233258636421537793
[1] https://twitter.com/i/web/status/1233310583325327360
[1] https://twitter.com/i/web/status/1233436028100280320

Top URLs in Tweet in G4:
[2] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/coronavirus-comment-la-ratp-se-prepare-pour-proteger-les-agents-et-les-voyageurs-26-02-2020-8267706.php
[2] http://www.leparisien.fr/politique/trois-francais-sur-quatre-n-esperent-rien-de-l-europe-28-02-2020-8268963.php
[2] https://twitter.com/afpfr/status/1233753571830697987
[1] https://twitter.com/franceinfo/status/1233755533317988354
[1] https://twitter.com/i/web/status/1233683786774319104
[1] https://twitter.com/i/web/status/1233372304794673152
[1] https://twitter.com/i/web/status/1233373135283593218
[1] https://twitter.com/iceman1340/status/1233755835601473539
[1] https://twitter.com/i/web/status/1233339525209952256
[1] https://twitter.com/Grangourou51/status/1234065963479379968

Top URLs in Tweet in G5:
[5] https://www.revolutionpermanente.fr/Repression-inedite-a-la-RATP-2-mois-de-mise-a-pied-pour-un-medecin-du-travail
[3] https://www.revolutionpermanente.fr/Vitry-Grevistes-convoques-la-RATP-demande-la-revocation-de-Yassine-et-Francois
[3] https://welcome.kapten.com/?promocode=YANDI5
[1] https://twitter.com/i/web/status/1233692184001601538
[1] https://twitter.com/i/web/status/1221802246146576385
[1] https://www.lefigaro.fr/flash-eco/retraites-l-assemblee-vote-l-application-de-la-reforme-aux-regimes-speciaux-20200229
[1] https://www.revolutionpermanente.fr/La-Coordination-RATP-SNCF-prepare-une-rencontre-nationale-pour-la-greve-generale
[1] https://twitter.com/i/web/status/1233436133679357956
[1] https://twitter.com/i/web/status/1233273611194109952

Top URLs in Tweet in G6:
[13] https://www.lebigdata.fr/ratp-chatelet-labo-reconnaissance-faciale
[4] https://mbote.cd/concert-de-fally-ipupa-ratp-fermera-la-station-de-metro-sur-bercy-plus-tot/
[3] https://www.sortiraparis.com/actualites/a-paris/articles/210142-coronavirus-comment-la-ratp-se-prepare-face-a-la-menace-a-paris
[2] https://www.lexisactu.fr/responsabilite-delictuelle-de-la-ratp-chute-dun-voyageur-entre-le-quai-et-la-rame-de-rer-breve
[2] http://www.leparisien.fr/faits-divers/paris-un-homme-meurt-ecrase-par-le-metro-apres-etre-tombe-sur-les-quais-28-02-2020-8268753.php
[2] https://lebigdata.fr/
[1] https://twitter.com/i/web/status/1233159697236099072
[1] https://twitter.com/i/web/status/1233168050662387712
[1] https://twitter.com/i/web/status/1233178309598629888
[1] https://twitter.com/i/web/status/1233180565345574916

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1233330474036101121

Top URLs in Tweet in G8:
[2] https://www.revolutionpermanente.fr/Vitry-Grevistes-convoques-la-RATP-demande-la-revocation-de-Yassine-et-Francois
[1] https://www.capital.fr/entreprises-marches/greve-a-la-ratp-le-nombre-darrets-maladie-explose-depuis-le-debut-de-la-mobilisation-1358429
[1] https://twitter.com/i/web/status/1232923391331622914
[1] https://twitter.com/i/web/status/1229324528540581888
[1] https://twitter.com/i/web/status/1233338127697293317
[1] https://twitter.com/i/web/status/1233335821748645888
[1] https://twitter.com/i/web/status/1233336532590829569
[1] https://twitter.com/i/web/status/1233337149849817088

Top URLs in Tweet in G9:
[8] https://www.sortiraparis.com/actualites/a-paris/articles/210142-coronavirus-comment-la-ratp-se-prepare-face-a-la-menace-a-paris
[7] https://www.lebigdata.fr/ratp-chatelet-labo-reconnaissance-faciale
[6] https://www.ladn.eu/tech-a-suivre/ratp-chatelet-halle-laboratoire-intelligence-artificielle-surveillance/
[3] https://www.lesnumeriques.com/vie-du-net/la-ratp-veut-transformer-chatelet-les-halles-en-laboratoire-dedie-a-l-intelligence-artificielle-n147589.html
[2] http://out.faveeo.com/?url=https://www.lebigdata.fr/ratp-chatelet-labo-reconnaissance-faciale&vertical=technologie-et-innovation&lang=fr&family=agefi
[2] https://snip.ly/nb92ik?utm_content=buffercbd3f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.ladn.eu/tech-a-suivre/ratp-chatelet-halle-laboratoire-intelligence-artificielle-surveillance/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/i/web/status/1233418844942880773
[1] http://www.leparisien.fr/economie/coronavirus-comment-la-sncf-se-prepare-29-02-2020-8269860.php
[1] http://hukum.blog/ext/57/https://www.ladn.eu/tech-a-suivre/ratp-chatelet-halle-laboratoire-intelligence-artificielle-surveillance/

Top Domains
Top Domains in Tweet in Entire Graph:
[423] twitter.com
[37] ratp.fr
[30] lebigdata.fr
[16] leparisien.fr
[15] sputniknews.com
[13] capital.fr
[11] revolutionpermanente.fr
[11] sortiraparis.com
[9] ladn.eu
[9] limportant.fr

Top Domains in Tweet in G1:
[28] twitter.com
[3] cgt-ratp.fr
[2] capital.fr
[2] liberation.fr
[1] orange.fr
[1] chng.it
[1] ouest-france.fr
[1] bfmtv.com

Top Domains in Tweet in G2:
[90] twitter.com
[20] ratp.fr
[3] actu.fr
[2] vl-media.fr
[1] iledefrance-mobilites.fr
[1] actu17.fr
[1] wikipedia.org
[1] unjourdeplusaparis.com
[1] defense-92.fr
[1] lebigdata.fr

Top Domains in Tweet in G3:
[12] twitter.com
[2] ratp.fr

Top Domains in Tweet in G4:
[36] twitter.com
[4] leparisien.fr
[1] ratp.fr
[1] sputniknews.com
[1] wikipedia.org
[1] lesechos.fr

Top Domains in Tweet in G5:
[9] revolutionpermanente.fr
[4] twitter.com
[3] kapten.com
[1] lefigaro.fr

Top Domains in Tweet in G6:
[79] twitter.com
[15] lebigdata.fr
[5] leparisien.fr
[4] mbote.cd
[4] linkedin.com
[3] sortiraparis.com
[2] lebonbon.fr
[2] lexisactu.fr
[2] instagram.com
[2] ratp.fr

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

Top Domains in Tweet in G8:
[6] twitter.com
[2] revolutionpermanente.fr
[1] capital.fr

Top Domains in Tweet in G9:
[19] twitter.com
[8] ladn.eu
[8] sortiraparis.com
[7] lebigdata.fr
[3] leparisien.fr
[3] lesnumeriques.com
[2] faveeo.com
[2] snip.ly
[2] ratp.fr
[1] hukum.blog

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1124] ratp
[384] giletsjaunes
[317] 49al3
[291] sncf
[248] gauches
[248] regimespécial
[236] 14mars
[189] covid2019
[111] meetingivry
[101] garedelyon



Top Hashtags in Tweet in G1:
[280] ratp
[244] gauches
[244] regimespécial
[97] meetingivry
[64] 49al3
[61] lr
[29] pensions
[14] directan
[6] retraites
[6] giletsjaunes

Top Hashtags in Tweet in G2:
[271] ratp
[47] brazzaville
[37] ligne4
[36] ligne14
[31] ligne8
[29] ligne6
[28] ligne12
[28] ligne1
[23] rerb
[18] rera

Top Hashtags in Tweet in G3:
[10] rerb
[4] rera
[4] meetingivry
[3] ratp
[3] france
[2] 49al3
[1] garedelyon
[1] fallyipupa
[1] lr
[1] sncf

Top Hashtags in Tweet in G4:
[86] ratp
[31] ligne13
[23] france
[19] giletsjaunes
[11] coronavirus
[11] reformedesretraites
[10] sncf
[9] retraites
[9] covid19
[8] rerd

Top Hashtags in Tweet in G5:
[256] giletsjaunes
[148] ratp
[144] sncf
[144] 49al3
[136] 14mars
[16] reformedesretraites
[13] mediacitoyen
[12] pompiersencolere
[12] urgences
[10] retraites

Top Hashtags in Tweet in G6:
[50] ratp
[14] sncf
[6] coronavirus
[5] rera
[4] metro
[2] brève
[2] lexisactu
[2] iledefrance
[2] municipales2020
[2] bagneux

Top Hashtags in Tweet in G7:
[171] covid2019
[3] ratp
[2] 49al3
[1] migrants
[1] ligne14
[1] paris

Top Hashtags in Tweet in G8:
[92] giletsjaunes
[91] ratp
[90] sncf
[88] 14mars
[88] 49al3
[2] cgt
[2] meetingivry
[1] retraites
[1] greve
[1] macronie

Top Hashtags in Tweet in G9:
[15] coronavirus
[11] ratp
[9] ia
[9] covid2019
[5] sosusagers
[5] sospatients
[3] ligne12
[3] intelligenceartificielle
[2] paris18
[2] quand

Top Words
Top Words in Tweet in Entire Graph:
[205] Words in Sentiment List#1: Positive
[986] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[106490] Non-categorized Words
[107681] Total Words
[2208] ratp
[1124] #ratp
[767] gare
[716] lyon
[700] bus

Top Words in Tweet in G1:
[402] ratp
[354] vers
[301] euros
[294] agents
[280] #ratp
[276] régimes
[274] spéciaux
[273] 2800
[273] 3700
[271] tcabarrus

Top Words in Tweet in G2:
[271] #ratp
[226] ligne14_ratp
[162] gare
[156] ligne
[151] lyon
[135] station
[133] clientsratp
[125] ratpgroup
[116] trafic
[109] ce

Top Words in Tweet in G3:
[502] ratp
[477] bus
[451] gare
[450] lyon
[448] pris
[447] cible
[447] proximité
[446] remybuisine
[45] manifestants
[45] congolais

Top Words in Tweet in G4:
[120] ligne13_ratp
[86] #ratp
[84] ratp
[48] ce
[46] trafic
[42] bonjour
[34] ligne
[31] #ligne13
[31] fait
[29] sncf

Top Words in Tweet in G5:
[256] #giletsjaunes
[247] après
[242] coordination
[238] rue
[236] sera
[207] 14
[207] mars
[156] ce
[148] #ratp
[147] ratp

Top Words in Tweet in G6:
[164] ratp
[50] #ratp
[27] sncf
[25] plus
[22] ce
[19] ils
[18] par
[17] ça
[16] châtelet
[16] laboratoire

Top Words in Tweet in G7:
[173] ratp
[171] #covid2019
[171] annonce
[171] qu'il
[171] n'y
[171] aucun
[171] risque
[171] temps
[171] retard
[171] rer

Top Words in Tweet in G8:
[116] coordination
[100] ce
[100] gouvernement
[94] laura_varlet17
[94] après
[93] rue
[92] sera
[92] #giletsjaunes
[91] #ratp
[90] #sncf

Top Words in Tweet in G9:
[96] ratp
[36] châtelet
[32] halles
[32] laboratoire
[24] artificielle
[23] sncf
[23] métro
[23] intelligence
[19] station
[17] transformer

Top Words in Tweet in G10:
[122] fait
[122] rien
[119] mon
[119] pote
[119] 17h
[119] garde
[119] vue
[119] pr
[119] était
[119] complètement

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[700] gare,lyon
[549] bus,ratp
[486] pris,cible
[486] proximité,gare
[440] ratp,pris
[440] cible,proximité
[439] remybuisine,bus
[427] ratp,sncf
[341] sera,rue
[341] #giletsjaunes,après

Top Word Pairs in Tweet in G1:
[274] régimes,spéciaux
[273] #ratp,2800
[272] 3700,euros
[244] c'est,ces
[244] ces,députés
[244] députés,#gauches
[244] #gauches,hurlent
[244] hurlent,après
[244] après,fin
[244] fin,#regimespécial

Top Word Pairs in Tweet in G2:
[139] gare,lyon
[50] mesure,sécurité
[44] station,bercy
[44] sécurité,#ratp
[43] passagers,circule
[43] circule,plein
[43] plein,#brazzaville
[42] #brazzaville,aperçu
[39] ratpgroup,passagers
[38] trafic,perturbé

Top Word Pairs in Tweet in G3:
[476] bus,ratp
[450] gare,lyon
[447] pris,cible
[447] proximité,gare
[402] ratp,pris
[402] cible,proximité
[401] remybuisine,bus
[45] manifestants,congolais
[45] congolais,ont
[45] ont,pris

Top Word Pairs in Tweet in G4:
[30] #ratp,#ligne13
[18] direction,ratp
[18] ratp,prévoit
[18] bonjour,ligne13_ratp
[17] bagage,oublié
[17] cas,d'épidémie
[17] d'épidémie,nécessaire
[17] nécessaire,sera
[17] sera,fait
[17] fait,direction

Top Word Pairs in Tweet in G5:
[236] sera,rue
[236] #giletsjaunes,après
[206] 14,mars
[141] #ratp,#sncf
[137] ce,gouvernement
[136] coordination,#ratp
[136] #sncf,sera
[136] rue,#14mars
[136] #14mars,#giletsjaunes
[136] après,#49al3

Top Word Pairs in Tweet in G6:
[21] sncf,ratp
[15] ratp,transforme
[15] transforme,châtelet
[15] châtelet,laboratoire
[15] laboratoire,test
[15] test,reconnaissance
[15] reconnaissance,faciale
[7] #sncf,#ratp
[6] #ratp,#sncf
[6] droit,retrait

Top Word Pairs in Tweet in G7:
[171] annonce,qu'il
[171] qu'il,n'y
[171] n'y,aucun
[171] aucun,risque
[171] risque,temps
[171] temps,retard
[171] retard,rer
[171] rer,sont
[171] sont,supérieurs
[171] supérieurs,ceux

Top Word Pairs in Tweet in G8:
[98] ce,gouvernement
[92] sera,rue
[92] #giletsjaunes,après
[90] coordination,#ratp
[90] #ratp,#sncf
[88] #sncf,sera
[88] rue,#14mars
[88] #14mars,#giletsjaunes
[88] après,#49al3
[88] #49al3,ce

Top Word Pairs in Tweet in G9:
[25] châtelet,halles
[22] intelligence,artificielle
[15] ratp,sncf
[15] halles,laboratoire
[12] station,métro
[12] ratp,fait
[11] ratp,compte
[11] compte,transformer
[11] métro,parisienne
[11] parisienne,châtelet

Top Word Pairs in Tweet in G10:
[119] mon,pote
[119] pote,fait
[119] fait,17h
[119] 17h,garde
[119] garde,vue
[119] vue,pr
[119] pr,rien
[119] rien,était
[119] était,complètement
[119] complètement,perdu

Top Replied-To
Top Replied-To in Entire Graph:
@ligne14_ratp
@ligne13_ratp
@ligne6_ratp
@ligne1_ratp
@clientsratp
@ligne12_ratp
@infosreseaux
@parmatt_75
@bougis94
@ligne5_ratp

Top Replied-To in G1:
@lcp
@mathildepanot
@jean_claude_idf
@zanavant
@stephane1peu
@aleaument
@faureolivier
@vrwatchingu
@maisonvaleria
@yves61970855

Top Replied-To in G2:
@ligne14_ratp
@ligne6_ratp
@ligne1_ratp
@clientsratp
@ligne12_ratp
@infosreseaux
@parmatt_75
@bougis94
@ligne5_ratp
@ligne9_ratp

Top Replied-To in G3:
@alertesrerb
@alertesrera
@ligne1_ratp

Top Replied-To in G4:
@ligne13_ratp
@jacqueswitt
@franceinfo
@remijacob
@ligne14_ratp
@agnesbuzyn
@ephilippepm
@ritamazzoli
@blatoff
@cali1617

Top Replied-To in G5:
@schloren
@alancelin
@buzzologies

Top Replied-To in G7:
@ligne13_ratp
@zlatanrene
@carole24769589

Top Replied-To in G8:
@gg_rmc
@joelle_dago
@phenixaria
@tuonov2
@catcatou1
@notfoundproject
@aphylante
@lnvincent2
@laura_varlet17
@anassekazib

Top Replied-To in G9:
@ratp
@florazanichelli
@pixies555
@carobiche
@asso_usagersidf
@franois28953629
@juliettecausans
@chris91kiki
@conflits_fr
@laurentgallois

Top Mentioned
Top Mentioned in Entire Graph:
@remybuisine
@tcabarrus
@lcp
@maudmousse
@ligne14_ratp
@cerveauxnon
@clientsratp
@ratpgroup
@mathildepanot
@dybala_93

Top Mentioned in G1:
@tcabarrus
@lcp
@mathildepanot
@stephane1peu
@stopmlpetjlm
@turquoisnicolas
@nordsud6213
@jlmelenchon
@shooby02470
@marclandes40

Top Mentioned in G2:
@ligne14_ratp
@ratpgroup
@clientsratp
@idfmobilites
@ligne6_ratp
@ligne12_ratp
@ligne8_ratp
@ligne1_ratp
@icibrazza
@nain_portekoi

Top Mentioned in G3:
@remybuisine
@anonymecitoyen
@clementlanot
@mathildepanot
@alertesrerb
@alertesrera
@cerveauxnon
@idfmobilites
@stopmlpetjlm
@cmamadougibson

Top Mentioned in G4:
@ligne13_ratp
@agnesbuzyn
@transportsparis
@remijacob
@ephilippepm
@c_najdovski
@franceinfo
@asso_usagersidf
@ctrivalle
@log_yves

Top Mentioned in G5:
@cerveauxnon
@peuplerevolte
@nath_bergerac
@lcp
@remybuisine
@hiphop_militant
@cgtairliquide
@mathildepanot
@impact_militant
@lacgtcommunique

Top Mentioned in G7:
@maudmousse
@20minutes
@ligne13_ratp
@thibdudu
@kitty_maggy
@zlatanrene
@remybuisine

Top Mentioned in G8:
@laura_varlet17
@alonsoclment1
@revpermanente
@anassekazib
@joelle_dago
@rmcinfo
@rmcstory
@alainmarschall
@gg_rmc
@cerveauxnon

Top Mentioned in G9:
@ratp
@sncf
@sortirapariscom
@anne_hidalgo
@plusdetrains
@juliette212121
@chanperco
@dlang57500
@clientsratp
@adt92_ratp

Top Mentioned in G10:
@dybala_93
@teddyskrt

Top Tweeters
Top Tweeters in Entire Graph:
@danielpilotte
@ecodaren
@jstlangevin
@blabalade
@kattavernd
@languillem
@limportant_fr
@housecracka
@revolution_fr
@clairebotai

Top Tweeters in G1:
@_lesnaifs_
@loudl
@she534
@costeslioneler
@altai_armande
@marclandes40
@guenotmichel
@yohanncrn
@maisonvaleria
@sol121nadia

Top Tweeters in G2:
@housecracka
@anydel
@dascritch
@nymeria60
@pschydlowski
@queen_pinky_972
@mgzallp
@lockon_cc07
@sims_templar
@_teobaldo_

Top Tweeters in G3:
@ecodaren
@claudiapapo
@clems76lh
@bonsoirmichel
@sossopsg75974
@milatrud11
@iamrhodyleen
@mounmir
@anzizaaa
@philippe_fqsp

Top Tweeters in G4:
@jstlangevin
@lenine13
@lesechos
@pouceopposable
@lemondefr
@the_best_man_57
@4tchat
@franceinfo
@diabolo741
@popoche69008

Top Tweeters in G5:
@blabalade
@dupouvoirdachat
@inachiveg
@chani_bayle
@jchernandezjazz
@anubidal
@manouchkya
@domjdom
@voltuan
@lauracarrese

Top Tweeters in G6:
@hunkjm
@nonewnickname
@romain_tmb77
@actualites_nrv
@smallhawkeye
@geantvert72
@nora_kuruma
@_annva
@alyly__
@cl_person

Top Tweeters in G7:
@20minutes
@coolise
@kitty_maggy
@zlatanrene
@nouveaux_poppys
@badgirlmomsen
@wantedinbelair
@man____on
@julianaf78
@d_ssissinono

Top Tweeters in G8:
@ertseled491
@lehmanndrc
@rmcinfo
@cashifraxm
@zohrabitan
@reacdirect
@wysifox
@gg_rmc
@nephtis56
@torrox4

Top Tweeters in G9:
@thomasclone
@sncf
@dorimene2
@jejeparis
@afp
@moinsoumus
@lautard65
@miawallaceb52
@fvincent316
@lesguer_lionel

Top Tweeters in G10:
@mbuilaterry
@invictvs_96
@shielody
@essynu
@nbrik2streeth
@laissezmoitrkl
@hoxno_
@hmszi
@teddyskrt
@maayiikenzaa


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