RATP, Twitter, 3/3/2020 4:40:37 PM, 222442


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RATP_2020-03-03_02-22-09.xlsx
RATP_2020-03-03_02-22-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 03, 2020
Short Description:
RATP via NodeXL http://bit.ly/2vCJVtT
@llcoolchris_
@clientsratp
@pariscilasortie
@joycekomie
@lukau_k
@peuplerevolte
@trvs94
@ratp
@laura_varlet17
@djamilabh

Top hashtags:
#ratp
#giletsjaunes
#49al3
#sncf
#14mars
#gauches
#regimespécial
#rerb
#lr
#coronavirus

Description:
Description
The graph represents a network of 5,009 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 Tuesday, 03 March 2020 at 10:23 UTC.

The requested start date was Tuesday, 03 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 2-day, 14-hour, 21-minute period from Saturday, 29 February 2020 at 10:15 UTC to Tuesday, 03 March 2020 at 00:37 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 : 5009
Unique Edges : 5749
Edges With Duplicates : 796
Total Edges : 6545
Number of Edge Types : 4
MentionsInRetweet : 4314
Tweet : 505
Replies to : 628
Mentions : 1098
Self-Loops : 505
Reciprocated Vertex Pair Ratio : 0.0133809099018733
Reciprocated Edge Ratio : 0.0264084507042254
Connected Components : 360
Single-Vertex Connected Components : 165
Maximum Vertices in a Connected Component : 4194
Maximum Edges in a Connected Component : 5675
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.668245
Graph Density : 0.00022642948762515
Modularity : 0.717368
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 5,009 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 Tuesday, 03 March 2020 at 10:23 UTC.

The requested start date was Tuesday, 03 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 2-day, 14-hour, 21-minute period from Saturday, 29 February 2020 at 10:15 UTC to Tuesday, 03 March 2020 at 00:37 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:
[17] https://www.lebigdata.fr/ratp-chatelet-labo-reconnaissance-faciale
[8] https://www.ratp.fr/travaux-manifestations/metro
[7] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/avec-l-appli-ratp-chargez-et-validez-tickets-de-metro-et-forfaits-navigo-avec-votre-smartphone-02-03-2020-8270631.php
[6] https://www.lci.fr/emploi/les-salaries-du-louvre-l-exercent-de-nouveau-ce-lundi-face-au-coronavirus-la-question-se-pose-a-la-ratp-le-droit-de-retrait-comment-ca-marche-2146876.html?utm_medium=Social&utm_source=Twitter#Echobox=1583155906
[6] https://www.bfmtv.com/economie/retraites-l-assemblee-nationale-vote-la-reforme-des-regimes-speciaux-1866805.html
[5] https://data.ratp.fr/explore/dataset/trafic-annuel-entrant-par-station-du-reseau-ferre-2018/table/?sort=-rang&dataChart=eyJxdWVyaWVzIjpbeyJjaGFydHMiOlt7InR5cGUiOiJjb2x1bW4iLCJmdW5jIjoiQVZHIiwieUF4aXMiOiJ0cmFmaWMiLCJzY2llbnRpZmljRGlzcGxheSI6dHJ1ZSwiY29sb3IiOiIjNjZjMmE1In1dLCJ4QXhpcyI6InN0YXRpb24iLCJtYXhwb2ludHMiOjIwLCJzb3J0Ijoic2VyaWUxLTEiLCJjb25maWciOnsiZGF0YXNldCI6InRyYWZpYy1hbm51ZWwtZW50cmFudC1wYXItc3RhdGlvbi1kdS1yZXNlYXUtZmVycmUtMjAxOCIsIm9wdGlvbnMiOnsic29ydCI6Ii1yYW5nIn19fV0sInRpbWVzY2FsZSI6IiIsImRpc3BsYXlMZWdlbmQiOnRydWUsImFsaWduTW9udGgiOnRydWV9
[4] https://welcome.kapten.com/?promocode=YANDI5
[3] https://twitter.com/chxronne/status/1234187389410725888
[3] https://twitter.com/MathildePanot/status/1234521485483610117
[3] https://www.nouvelobs.com/societe/20191212.OBS22245/des-grevistes-de-la-ratp-couvrent-un-chauffeur-non-greviste-d-insultes-homophobes.html

Top URLs in Tweet in G2:
[8] https://www.ratp.fr/travaux-manifestations/metro
[3] http://www.ratp.fr//
[3] https://actu.fr/ile-de-france/paris_75056/ratp-trafic-perturbe-sur-ligne-6-metro-paris-entre-bercy-nation_31866662.html
[3] https://www.iledefrance-mobilites.fr/wp-content/uploads/2019/09/STIF_Comite-de-ligne_RER-A_030619_PV-vu-IDFM-et-RATP-et-SNCF-PG.pdf
[2] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D2817000024
[2] http://www.paris.fr/actualites/les-temps-forts-du-conseil-de-paris-2909#la-ligne-11-prolongee_9
[2] https://twitter.com/Emma_Poinseau/status/1234393217753374721
[1] https://www.ratp.fr/titres-et-tarifs/les-points-de-vente
[1] https://twitter.com/i/web/status/1233709805270896643
[1] https://www.ratp.fr/decouvrir/coulisses/modernisation-du-reseau

Top URLs in Tweet in G3:
[3] https://www.nouvelobs.com/societe/20191212.OBS22245/des-grevistes-de-la-ratp-couvrent-un-chauffeur-non-greviste-d-insultes-homophobes.html
[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://www.lebigdata.fr/ratp-chatelet-labo-reconnaissance-faciale
[1] http://www.leparisien.fr/economie/emploi/emploi-en-ile-de-france-la-ratp-a-la-recherche-de-mecaniciens-pour-ses-rer-27-02-2020-8268006.php
[1] https://twitter.com/LCP/status/1233451702440906752
[1] https://twitter.com/franceinter/status/1234511942989025280
[1] https://www.rtl.fr/actu/debats-societe/une-pub-de-greenpeace-destinee-au-metro-parisien-refusee-7800187307
[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://www.lemonde.fr/economie/article/2018/03/22/a-la-ratp-la-concurrence-c-est-maintenant-et-demain_5274811_3234.html
[1] http://chng.it/zhDgJrWR

Top URLs in Tweet in G4:
[4] https://welcome.kapten.com/?promocode=YANDI5
[1] https://twitter.com/branech/status/1234444130723516416
[1] https://twitter.com/lcp/status/1233852349145325569
[1] http://www.leparisien.fr/economie/coronavirus-comment-la-sncf-se-prepare-29-02-2020-8269860.php
[1] https://syndical.fr/2020/01/17/action-navigo-la-cgt-air-liquide-apporte-la-solidarite-reformedesretraite-ratp-transilien-rera-rerb-rerc-rerd-metro/
[1] https://twitter.com/i/web/status/1233719736220966912
[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

Top URLs in Tweet in G5:
[6] https://www.lci.fr/emploi/les-salaries-du-louvre-l-exercent-de-nouveau-ce-lundi-face-au-coronavirus-la-question-se-pose-a-la-ratp-le-droit-de-retrait-comment-ca-marche-2146876.html?utm_medium=Social&utm_source=Twitter#Echobox=1583155906
[6] https://www.bfmtv.com/economie/retraites-l-assemblee-nationale-vote-la-reforme-des-regimes-speciaux-1866805.html
[1] https://twitter.com/TransportsParis/status/1233777342503362561
[1] https://www.ratp.fr/decouvrir/coulisses/modernisation-du-reseau/metro-ligne-4-fermetures-en-soiree-et-le-dimanche
[1] https://www.lci.fr/emploi/les-salaries-du-louvre-l-exercent-de-nouveau-ce-lundi-face-au-coronavirus-la-question-se-pose-a-la-ratp-le-droit-de-retrait-comment-ca-marche-2146876.html?utm_medium=Social&utm_source=Twitter#Echobox=1583155673
[1] http://mondedommagementnavigo.com
[1] http://ufcqc.link/n74947
[1] https://twitter.com/i/web/status/1233711544288075777
[1] https://www.planetoscope.com/Paris/1139-nombre-de-voyageurs-empruntant-le-reseau-ratp-en-ile-de-france.html
[1] https://twitter.com/Grangourou51/status/1234065963479379968

Top URLs in Tweet in G6:
[11] https://www.lebigdata.fr/ratp-chatelet-labo-reconnaissance-faciale
[2] http://www.leparisien.fr/economie/emploi/emploi-en-ile-de-france-la-ratp-a-la-recherche-de-mecaniciens-pour-ses-rer-27-02-2020-8268006.php
[2] https://vl-media.fr/la-ratp-propose-un-ticket-en-cas-doubli-du-passe-navigo/
[2] https://twitter.com/le_Parisien/status/1234433937994387456
[2] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/avec-l-appli-ratp-chargez-et-validez-tickets-de-metro-et-forfaits-navigo-avec-votre-smartphone-02-03-2020-8270631.php
[2] https://twitter.com/chxronne/status/1234187389410725888
[1] https://revolutionjaune.org/2020/02/28/la-ratp-transforme-chatelet-en-laboratoire-de-test-pour-la-reconnaissance-faciale/
[1] https://twitter.com/i/web/status/1233702724627292160
[1] https://twitter.com/i/web/status/1233714937924653056
[1] https://twitter.com/i/web/status/1233717462358745088

Top URLs in Tweet in G7:
[1] http://www.leparisien.fr/amp/environnement/la-pub-ecolo-de-greenpeace-que-vous-ne-verrez-pas-dans-le-metro-parisien-02-03-2020-8270508.php?__twitter_impression=true&fbclid=IwAR3qDGsnwTv7trLCRe-PuPZQAVd2w3cK3X0W9a29DEQm8cLv8zRNio8uJgw
[1] https://twitter.com/MiAldon/status/1233793455324835841

Top URLs in Tweet in G8:
[1] https://twitter.com/le_parisien/status/1234433937994387456
[1] https://twitter.com/domipre2016/status/1233820692342353921
[1] https://twitter.com/fabiennevaulot/status/1233668134659383298

Top URLs in Tweet in G10:
[2] https://twitter.com/afpfr/status/1233753571830697987
[1] https://twitter.com/franceinfo/status/1233755533317988354
[1] https://twitter.com/ligne13_ratp/status/1234150687442919428
[1] https://twitter.com/BFMTV/status/1233753613614317569
[1] https://twitter.com/denisestelle/status/1233774549331779585
[1] https://twitter.com/afpfr/status/1233762269365964801
[1] https://twitter.com/conflits_fr/status/1233751911054168064
[1] https://twitter.com/20Minutes/status/1233758139566247936
[1] https://twitter.com/christopheconte/status/1233695104667410432

Top Domains
Top Domains in Tweet in Entire Graph:
[123] twitter.com
[33] ratp.fr
[20] lebigdata.fr
[20] leparisien.fr
[7] lci.fr
[6] franceculture.fr
[6] ladn.eu
[6] youtube.com
[6] actu.fr
[6] bfmtv.com

Top Domains in Tweet in G2:
[25] twitter.com
[20] ratp.fr
[4] actu.fr
[3] iledefrance-mobilites.fr
[2] leparisien.fr
[2] paris.fr
[1] mondedommagementnavigo.com
[1] defense-92.fr
[1] vl-media.fr
[1] youtube.com

Top Domains in Tweet in G3:
[5] twitter.com
[3] nouvelobs.com
[2] capital.fr
[2] liberation.fr
[2] lebigdata.fr
[1] leparisien.fr
[1] rtl.fr
[1] lemonde.fr
[1] chng.it
[1] ouest-france.fr

Top Domains in Tweet in G4:
[4] kapten.com
[3] twitter.com
[1] leparisien.fr
[1] syndical.fr
[1] lefigaro.fr
[1] revolutionpermanente.fr

Top Domains in Tweet in G5:
[7] lci.fr
[6] bfmtv.com
[4] twitter.com
[1] ratp.fr
[1] mondedommagementnavigo.com
[1] ufcqc.link
[1] planetoscope.com

Top Domains in Tweet in G6:
[28] twitter.com
[12] lebigdata.fr
[7] leparisien.fr
[2] ratp.fr
[2] google.com
[2] vl-media.fr
[2] youtube.com
[1] revolutionjaune.org
[1] contribuables.org
[1] lebonbon.fr

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

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

Top Domains in Tweet in G10:
[10] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[810] ratp
[381] giletsjaunes
[326] 49al3
[303] sncf
[238] 14mars
[153] gauches
[153] regimespécial
[74] rerb
[68] lr
[43] coronavirus



Top Hashtags in Tweet in G2:
[175] ratp
[34] ligne8
[22] rerb
[16] sncf
[13] ligne14
[13] ligne12
[12] ligne11
[12] psgdfco
[11] brazzaville
[10] ligne4

Top Hashtags in Tweet in G3:
[183] ratp
[153] gauches
[153] regimespécial
[70] 49al3
[67] lr
[20] pensions
[5] sncf
[4] giletsjaunes
[3] meetingivry
[3] 14mars

Top Hashtags in Tweet in G4:
[262] giletsjaunes
[153] ratp
[151] 49al3
[148] sncf
[137] 14mars
[15] reformedesretraites
[13] mediacitoyen
[12] pompiersencolere
[12] urgences
[9] grevegenerale

Top Hashtags in Tweet in G5:
[43] ratp
[18] coronavirus
[13] giletsjaunes
[11] sncf
[9] covid19
[7] reformedesretraites
[6] passnavigo
[6] grèves
[6] transports
[6] grevegenerale

Top Hashtags in Tweet in G6:
[42] ratp
[15] sncf
[8] coronavirus
[5] metro
[5] rerb
[3] covid19france
[3] coronavirusfr
[2] cheminots
[2] retraite
[2] coronavid19

Top Hashtags in Tweet in G7:
[95] ratp
[93] giletsjaunes
[89] sncf
[88] 14mars
[88] 49al3
[5] 49a3
[1] grevegenerale
[1] retraites
[1] greve
[1] macronie

Top Hashtags in Tweet in G8:
[9] france
[5] frexit
[4] ratp
[4] sncf
[4] giletsjaunes
[4] ue
[2] 49al3
[2] macron
[2] adp
[2] edf

Top Hashtags in Tweet in G9:
[2] ratp
[2] sncf
[2] 14mars
[2] giletsjaunes
[2] 49al3
[1] reformedesretraites

Top Hashtags in Tweet in G10:
[12] ligne13
[11] ratp
[3] covid2019
[2] covid19france
[2] coronavirusfrance
[1] covid_19
[1] coronaoutbreak
[1] coronarovirus
[1] psl
[1] bisous

Top Words
Top Words in Tweet in Entire Graph:
[183] Words in Sentiment List#1: Positive
[2869] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[115248] Non-categorized Words
[118300] Total Words
[4390] ma
[2269] quand
[2232] lui
[2220] temps
[2218] passe

Top Words in Tweet in G1:
[4362] ma
[2181] mère
[2181] quand
[2181] lui
[2181] passe
[2181] carte
[2181] oublie
[2181] j'ai
[2181] notifications
[2181] temps

Top Words in Tweet in G2:
[175] #ratp
[125] ratp
[111] ligne
[96] clientsratp
[86] trafic
[65] mais
[64] ratpgroup
[59] par
[58] ligne14_ratp
[55] plus

Top Words in Tweet in G3:
[195] euros
[190] ratp
[183] #ratp
[179] fin
[175] 3700
[174] 2800
[172] c'est
[171] tcabarrus
[171] agents
[158] après

Top Words in Tweet in G4:
[262] #giletsjaunes
[247] coordination
[246] après
[243] rue
[241] sera
[215] 14
[215] mars
[153] #ratp
[152] ce
[151] #49al3

Top Words in Tweet in G5:
[79] ratp
[44] sncf
[43] #ratp
[25] cas
[24] sera
[24] fait
[21] par
[20] bonjour
[20] ephilippepm
[19] sont

Top Words in Tweet in G6:
[134] ratp
[42] #ratp
[23] sncf
[19] ça
[19] ce
[17] plus
[15] ils
[15] #sncf
[15] métro
[15] droit

Top Words in Tweet in G7:
[114] gouvernement
[109] coordination
[104] ce
[102] après
[98] rue
[95] #ratp
[93] #giletsjaunes
[92] sera
[89] #sncf
[89] laura_varlet17

Top Words in Tweet in G8:
[104] ratp
[64] pub
[64] greenpeace
[57] poulin2012
[57] par
[57] régie
[56] jugée
[56] trop
[56] sensible
[56] cette

Top Words in Tweet in G9:
[70] davidabiker
[69] voudrais
[69] rajouter
[69] pessimisme
[69] sanitaire
[69] pousser
[69] zizanie
[69] mais
[69] semble
[69] personnels

Top Words in Tweet in G10:
[71] ligne13_ratp
[22] ce
[20] remijacob
[18] fermée
[18] bonjour
[18] cela
[18] jusqu'à
[18] nouvel
[18] ordre
[16] signifie

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2188] temps,réel
[2187] ma,carte
[2186] ma,mère
[2186] mère,quand
[2186] quand,lui
[2186] lui,passe
[2186] passe,ma
[2186] carte,oublie
[2186] oublie,j'ai
[2186] j'ai,notifications

Top Word Pairs in Tweet in G1:
[2181] ma,mère
[2181] mère,quand
[2181] quand,lui
[2181] lui,passe
[2181] passe,ma
[2181] ma,carte
[2181] carte,oublie
[2181] oublie,j'ai
[2181] j'ai,notifications
[2181] notifications,temps

Top Word Pairs in Tweet in G2:
[37] trafic,perturbé
[28] contre,49
[28] mais,n'avez
[28] #ratp,#ligne8
[27] ralez,tous
[27] tous,contre
[27] 49,mais
[27] n'avez,absolument
[27] absolument,rien
[27] rien,compris

Top Word Pairs in Tweet in G3:
[173] #ratp,2800
[173] 3700,euros
[153] c'est,ces
[153] ces,députés
[153] députés,#gauches
[153] #gauches,hurlent
[153] hurlent,après
[153] après,fin
[153] fin,#regimespécial
[153] #regimespécial,agents

Top Word Pairs in Tweet in G4:
[241] sera,rue
[241] #giletsjaunes,après
[214] 14,mars
[143] #ratp,#sncf
[138] ce,gouvernement
[137] coordination,#ratp
[137] #sncf,sera
[137] rue,#14mars
[137] #14mars,#giletsjaunes
[137] après,#49al3

Top Word Pairs in Tweet in G5:
[18] sncf,ratp
[18] direction,ratp
[18] ratp,prévoit
[18] ratp,sncf
[17] cas,d'épidémie
[17] d'épidémie,nécessaire
[17] nécessaire,sera
[17] sera,fait
[17] fait,direction
[16] bonjour,cas

Top Word Pairs in Tweet in G6:
[19] sncf,ratp
[12] ratp,transforme
[12] transforme,châtelet
[12] châtelet,laboratoire
[12] laboratoire,test
[12] test,reconnaissance
[12] reconnaissance,faciale
[10] droit,retrait
[7] #ratp,#sncf
[7] #sncf,#ratp

Top Word Pairs in Tweet in G7:
[98] ce,gouvernement
[92] sera,rue
[92] #giletsjaunes,après
[89] #ratp,#sncf
[88] coordination,#ratp
[88] #sncf,sera
[88] rue,#14mars
[88] #14mars,#giletsjaunes
[88] après,#49al3
[88] #49al3,ce

Top Word Pairs in Tweet in G8:
[56] jugée,trop
[56] trop,sensible
[56] sensible,cette
[56] cette,pub
[56] pub,greenpeace
[56] greenpeace,été
[56] été,censurée
[56] censurée,par
[56] par,régie
[56] régie,publicitaire

Top Word Pairs in Tweet in G9:
[69] voudrais,rajouter
[69] rajouter,pessimisme
[69] pessimisme,sanitaire
[69] sanitaire,pousser
[69] pousser,zizanie
[69] zizanie,mais
[69] mais,semble
[69] semble,personnels
[68] davidabiker,voudrais
[4] ratp,doit

Top Word Pairs in Tweet in G10:
[18] jusqu'à,nouvel
[18] nouvel,ordre
[16] bonjour,ligne13_ratp
[16] ligne13_ratp,ce
[16] ce,cela
[16] cela,signifie
[16] signifie,êtes
[16] êtes,fermée
[16] fermée,jusqu'à
[15] remijacob,bonjour

Top Replied-To
Top Replied-To in Entire Graph:
@ligne6_ratp
@clientsratp
@ratp
@infosreseaux
@ligne14_ratp
@ligne13_ratp
@ligne4_ratp
@bougis94
@ligne8_ratp
@conflits_fr

Top Replied-To in G2:
@clientsratp
@infosreseaux
@ligne14_ratp
@ligne4_ratp
@bougis94
@ligne8_ratp
@ligne9_ratp
@parmatt_75
@asso_usagersidf
@super_yoyo_fr

Top Replied-To in G3:
@ratp
@francec3
@cha_cha_mimi
@gg_rmc
@mathildepanot
@anassekazib
@bloustyle2
@tupacgamer
@mauvaiscoton
@faureolivier

Top Replied-To in G4:
@schloren
@zanavant
@maisonvaleria

Top Replied-To in G5:
@conflits_fr
@franceinfo
@bfmtv
@ephilippepm
@mathb37950269
@p_duval
@overthrxw
@ligne5_ratp
@francois_ruffin
@totobobo2020

Top Replied-To in G7:
@til_nitram
@laura_varlet17

Top Replied-To in G8:
@poulin2012
@ratp

Top Replied-To in G9:
@davidabiker
@pbriday
@jb29802990

Top Replied-To in G10:
@ligne13_ratp
@remijacob
@zgur_
@polluxpetrus
@annegc1
@holynegrita
@lilydear
@svimaire
@transportsparis
@dinouurs

Top Mentioned
Top Mentioned in Entire Graph:
@llcoolchris_
@tcabarrus
@cerveauxnon
@peuplerevolte
@laura_varlet17
@clientsratp
@ratpgroup
@davidabiker
@ligne13_ratp
@stopmlpetjlm

Top Mentioned in G1:
@llcoolchris_

Top Mentioned in G2:
@clientsratp
@ratpgroup
@ligne14_ratp
@idfmobilites
@ligne8_ratp
@ligne12_ratp
@nain_portekoi
@vpecresse
@themrm3rl1n
@plusdetrains

Top Mentioned in G3:
@tcabarrus
@stopmlpetjlm
@lcp
@ratp
@anassekazib
@gg_rmc
@nordsud6213
@cha_cha_mimi
@stephane1peu
@turquoisnicolas

Top Mentioned in G4:
@cerveauxnon
@peuplerevolte
@nath_bergerac
@loudl
@impact_militant
@ioutokintoumi
@hanseichbaum
@cgtairliquide
@lcp
@arcanah3

Top Mentioned in G5:
@ephilippepm
@bfmtv
@transportsparis
@olivierveran
@lci
@franceinfo
@conflits_fr
@romane_gary
@ufcquechoisir
@log_yves

Top Mentioned in G7:
@laura_varlet17
@til_nitram
@christian300658
@alonsoclment1
@cerveauxnon
@peuplerevolte
@mialdon
@frontsocialuni
@hajjimo22659453
@b_lambert75

Top Mentioned in G8:
@poulin2012
@simonnet2
@remybuisine
@_larchmutz
@moukiserge
@cerveauxnon
@gp_paris
@greenpeacefr
@sncf
@peuplerevolte

Top Mentioned in G9:
@davidabiker
@lacgtcommunique
@force_ouvriere
@sudrailcentraux
@facuvillier
@j_rodrigues_off
@ligne13_ratp
@franceinsoumise
@giletsjaunesgo

Top Mentioned in G10:
@ligne13_ratp
@remijacob
@monsieur_lu
@vivelefeu
@ligne7_ratp
@airfrancefr
@lba78067471
@atixier
@lignej_sncf
@clemembrouilles

Top Tweeters
Top Tweeters in Entire Graph:
@jstlangevin
@revolution_fr
@m2bliquis
@_lesnaifs_
@truthglow
@loudl
@dupouvoirdachat
@clems76lh
@sunseokjin
@she534

Top Tweeters in G1:
@clems76lh
@sunseokjin
@shieldobrev
@kunhang0928
@mr_king_ceo
@_melodiiie
@trippylulu
@magicsdrew
@asap_well
@postbyob

Top Tweeters in G2:
@legrouxvincent
@combatsespoir
@sncf
@coquetteeric
@lockon_cc07
@tomektr
@polluxeblog
@007jean5
@igorcarron
@odyseeus___

Top Tweeters in G3:
@_lesnaifs_
@she534
@costeslioneler
@marclandes40
@sol121nadia
@jomarfeuil
@ouestfrance
@eric_vds
@agathenrv
@deycatherine1

Top Tweeters in G4:
@loudl
@dupouvoirdachat
@inachiveg
@chani_bayle
@maisonvaleria
@jchernandezjazz
@anubidal
@katiaontheearth
@manouchkya
@domjdom

Top Tweeters in G5:
@jstlangevin
@m2bliquis
@le_figaro
@yohanncrn
@bfmtv
@lenine13
@lemondefr
@isa97
@4tchat
@franceinfo

Top Tweeters in G6:
@sossopsg75974
@hunkjm
@__ripper
@gillesklein
@typhonbaalammon
@romain_tmb77
@smallhawkeye
@geantvert72
@reacdirect
@alyly__

Top Tweeters in G7:
@ertseled491
@thierry_peltier
@canaloblik
@erostrate2
@lehmanndrc
@benibenj
@cashifraxm
@helviala
@dodo974le
@la_chouet

Top Tweeters in G8:
@lau68951920
@noe22349
@domferlet
@ricercar07
@jamaisresigne
@julesbeton
@henryguillaum13
@intropajacques
@kadove1
@plenitentia

Top Tweeters in G9:
@revolution_fr
@lunisemarquis
@basile061
@jeromegodefroy
@zetwitty
@lovebresil01
@homnibus94
@balbinus
@juritel
@canard5

Top Tweeters in G10:
@zgur_
@the_best_man_57
@chapelieralice
@davidcastagnet
@airfrancefr
@mina_rdi
@svimaire
@thomas02q
@annegc1
@bertrandgtv


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