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SNCF_2020-02-10_00-33-29.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 10, 2020
Short Description:
SNCF via NodeXL http://bit.ly/3bpV8xX
@sncf
@portes_thomas
@aiphanmarcel
@terhdf
@dreyfusad
@evidemment_
@tergrandest
@controleurpm733
@train_nomad_
@anton1ferreira

Top hashtags:
#sncf
#limoges
#djebbari
#aurevoirpatrick
#tempeteciara
#tgv
#ciara
#ter
#tempêteciara

Description:
Description
The graph represents a network of 4,504 Twitter users whose tweets in the requested range contained "SNCF", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 February 2020 at 08:34 UTC.

The requested start date was Monday, 10 February 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 1-day, 15-hour, 3-minute period from Saturday, 08 February 2020 at 09:56 UTC to Monday, 10 February 2020 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 : 4504
Unique Edges : 6275
Edges With Duplicates : 2491
Total Edges : 8766
Number of Edge Types : 4
MentionsInRetweet : 3095
Tweet : 969
Replies to : 1793
Mentions : 2909
Self-Loops : 969
Reciprocated Vertex Pair Ratio : 0.0532874241678964
Reciprocated Edge Ratio : 0.101183063511831
Connected Components : 679
Single-Vertex Connected Components : 394
Maximum Vertices in a Connected Component : 3205
Maximum Edges in a Connected Component : 7436
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.677909
Graph Density : 0.000316741670936565
Modularity : 0.612279
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,504 Twitter users whose tweets in the requested range contained "SNCF", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 February 2020 at 08:34 UTC.

The requested start date was Monday, 10 February 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 1-day, 15-hour, 3-minute period from Saturday, 08 February 2020 at 09:56 UTC to Monday, 10 February 2020 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 : SNCF
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:
[20] https://lesjours.fr/obsessions/cheminots-reforme-sncf/ep10-demissions/
[17] https://limportant.fr/infos-le-choix-de-sncf/93/503474
[15] http://www.leparisien.fr/video/video-la-sncf-fait-ses-adieux-a-son-premier-tgv-07-02-2020-8255466.php
[14] https://www.franceinter.fr/info/la-discrete-mort-des-boutiques-sncf-en-ville
[12] https://www.transilien.com/
[11] https://www.lechorepublicain.fr/chartres-28000/actualites/tempete-ciara-la-ligne-sncf-chartres-le-mans-coupee-par-la-chute-d-un-arbre_13741049/
[10] https://railcolornews.com/2020/02/07/fr-sncf-a-colourful-farewell-for-patrick-a-k-a-tgv-01/
[9] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/plus-de-300-chantiers-cette-annee-sur-les-voies-sncf-en-ile-de-france-09-02-2020-8256456.php
[9] https://twitter.com/messages/compose?recipient_id=218659501&text=Continuer
[9] ma

Top URLs in Tweet in G1:
[17] https://limportant.fr/infos-le-choix-de-sncf/93/503474
[9] https://twitter.com/messages/compose?recipient_id=218659501&text=Continuer
[9] ma
[9] conversation
[9] avec
[9] un
[7] agent&welcome_message_id=1181130425676288005
[6] https://www.ter.sncf.com/normandie/gares/nos-services/garantie-voyageurs_nomad_train
[6] https://twitter.com/BFMTV/status/1225471718510211072
[6] https://limportant.fr/infos-le-choix-de-sncf/93/503470

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1226490644878778371
[1] https://twitter.com/i/web/status/1226520239871070208
[1] https://www.ouest-france.fr/economie/transports/sncf/greves-la-sncf-depuis-1947-il-n-y-pas-eu-une-annee-sans-mouvement-social-
[1] https://www.ouest-france.fr/economie/transports/sncf/greves-la-sncf-depuis-1947-il-n-y-pas-eu-une-annee-sans-mouvement-social
[1] https://twitter.com/i/web/status/1226595583743401985
[1] https://twitter.com/i/web/status/1226594948914565128
[1] https://twitter.com/i/web/status/1226196353522466816
[1] https://twitter.com/i/web/status/1226019044987416576
[1] http://a251.com/gaetben/wordpress/2011/02/27/gare-de-triage-sncf-sotteville-les-rouen/
[1] https://twitter.com/i/web/status/1226509642672549888

Top URLs in Tweet in G3:
[2] https://www.oui.sncf/
[2] https://www.estrepublicain.fr/societe/2020/02/09/debut-de-tempete-un-tgv-paris-nancy-retarde-par-le-vent
[1] https://twitter.com/i/web/status/1226087450965090309
[1] https://twitter.com/i/web/status/1226087598797381632
[1] https://fr.jeu.oui.sncf/l/MzfGtb9VMjjymJEn/
[1] https://twitter.com/i/web/status/1226091607407185920
[1] https://www.lemonde.fr/economie/article/2020/02/06/trains-metros-rer-valerie-pecresse-veut-accelerer-la-mise-en-concurrence-de-la-sncf-et-de-la-ratp_6028603_3234.html
[1] https://www.instagram.com/p/B8TYhbfgLjQ0I9jYn6K60kr-VvzBUZFuD6rnR00/?igshid=3ordqho66226
[1] https://twitter.com/i/web/status/1226093425868640256
[1] https://twitter.com/i/web/status/1226099552605941760

Top URLs in Tweet in G4:
[15] http://www.leparisien.fr/video/video-la-sncf-fait-ses-adieux-a-son-premier-tgv-07-02-2020-8255466.php
[11] https://www.lechorepublicain.fr/chartres-28000/actualites/tempete-ciara-la-ligne-sncf-chartres-le-mans-coupee-par-la-chute-d-un-arbre_13741049/
[10] https://railcolornews.com/2020/02/07/fr-sncf-a-colourful-farewell-for-patrick-a-k-a-tgv-01/
[6] http://www.leparisien.fr/amp/video/video-la-sncf-fait-ses-adieux-a-son-premier-tgv-07-02-2020-8255466.php?__twitter_impression=true
[4] https://rover.ebay.fr/rover/1/709-53476-19255-0/1?toolid=20008&campid=5338266624&mpre=https%3A%2F%2Fwww.ebay.fr%2Fitm%2FANCIEN-BLASON-ECUSSON-DE-LOCOMOTIVE-PLAQUE-SNCF-MANTES-LA-JOLIE%2F164064460953%3Fhash%3Ditem2633010099%3Ag%3AcP0AAOSwP0ZeOb1I&cguid=26794a5b1700a4d058f32f65f793ac5f&rvrrefts=26794acc1700a4d058f0e736ffeb5f15&dashenId=6632006004316618752&dashenCnt=0
[4] https://www.topmusic.fr/actu/2426-la-circulation-sncf-tres-perturbee-ce-lundi-a-cause-de-la-tempete-ciara.html
[4] https://www.ter.sncf.com/grand-est/offres/forfaits/lorraine/lorraine_skipass
[4] http://www.leparisien.fr/video/video-la-sncf-fait-ses-adieux-a-son-premier-tgv-07-02-2020-8255466.php?utm_campaign=twitter_partage&utm_medium=social
[3] https://twitter.com/nanotousch/status/1225800394124791810
[3] https://twitter.com/M6VideoBank/status/1225843115581476866?s=20

Top URLs in Tweet in G5:
[11] https://www.franceinter.fr/info/la-discrete-mort-des-boutiques-sncf-en-ville
[7] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/plus-de-300-chantiers-cette-annee-sur-les-voies-sncf-en-ile-de-france-09-02-2020-8256456.php
[4] https://www.clubic.com/smartphone/android/actualite-873159-controleurs-sncf-equipes-smartphones-crosscall.html
[3] https://twitter.com/OL/status/1226429815202381825?s=19
[1] https://www.facebook.com/305392236185425/posts/2834082426649714/
[1] https://twitter.com/i/web/status/1225864212842500099
[1] https://twitter.com/i/web/status/1226642317768921088
[1] https://twitter.com/i/web/status/1226110264594063360
[1] https://twitter.com/i/web/status/1226417408530882560
[1] https://twitter.com/i/web/status/1226642274404257792

Top URLs in Tweet in G6:
[3] http://OUI.sncf
[2] http://Oui.sncf
[2] https://www.oui.sncf/
[1] https://twitter.com/i/web/status/1226488708620341249
[1] https://twitter.com/i/web/status/1226478844410056704
[1] https://twitter.com/i/web/status/1226542754966179840
[1] http://sncf.com
[1] https://twitter.com/i/web/status/1226229187771584513
[1] https://twitter.com/i/web/status/1226240637323939840
[1] https://twitter.com/i/web/status/1226246342978215938

Top URLs in Tweet in G7:
[8] http://vizdata.sncf.rec.naitways.net/test-qr-code/index.html
[2] https://www.ter.sncf.com/hauts-de-france/contacts
[1] https://twitter.com/i/web/status/1226591174154235906
[1] https://twitter.com/i/web/status/1226509253852225537
[1] https://twitter.com/i/web/status/1226528915050704897
[1] https://twitter.com/i/web/status/1226555967594209280
[1] https://twitter.com/i/web/status/1226632468431855618
[1] https://twitter.com/i/web/status/1226485686431342592
[1] https://twitter.com/i/web/status/1226487860573982720
[1] https://twitter.com/i/web/status/1226562611933741057

Top URLs in Tweet in G8:
[11] https://www.transilien.com/
[3] https://www.transilien.com/fr/info-trafic/temps-reel
[2] http://documents.transilien.com/1578141256518.pdf
[2] https://malignel.transilien.com/2019/04/03/le-calendrier-travaux-trimestriel-janvier-fevrier-mars/
[1] https://www.youtube.com/watch?v=WWl9jjliYks&feature=youtu.be

[1] https://twitter.com/i/web/status/1226249776032821250
[1] https://twitter.com/i/web/status/1226249920266592260
[1] https://twitter.com/i/web/status/1226632819688038400
[1] https://twitter.com/i/web/status/1226655663595626496
[1] https://twitter.com/i/web/status/1226128080269402112

Top URLs in Tweet in G9:
[2] http://dlvr.it/RPggK2
[2] https://www.ter.sncf.com/nouvelle-aquitaine/offres/cartes-abonnements/st-valentin-mille-billets-ter-un-euro
[1] https://twitter.com/i/web/status/1226093543548243974
[1] https://revolutionjaune.org/2020/02/07/vacances-la-sncf-attend-12-million-de-voyageurs-pour-le-premier-week-end-de-depart/
[1] https://twitter.com/i/web/status/1218261486897942529
[1] https://twitter.com/i/web/status/1225853967055364097
[1] https://twitter.com/i/web/status/1222916092655546373
[1] https://twitter.com/i/web/status/1209646703613222912
[1] https://twitter.com/i/web/status/1212422461830172673
[1] https://twitter.com/i/web/status/1226498060357951489

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1226416112042225664
[1] https://twitter.com/i/web/status/1226088349032747008
[1] https://twitter.com/i/web/status/1226607603985330178
[1] https://twitter.com/i/web/status/1226186685223964673
[1] https://twitter.com/i/web/status/1226470809088266240
[1] https://twitter.com/i/web/status/1226510999907426304
[1] https://twitter.com/i/web/status/1226407940355170310
[1] https://twitter.com/i/web/status/1226582320423063552
[1] https://twitter.com/i/web/status/1226530491777589250
[1] https://twitter.com/i/web/status/1226455489766199297

Top Domains
Top Domains in Tweet in Entire Graph:
[1314] twitter.com
[47] sncf.com
[35] leparisien.fr
[30] oui.sncf
[27] limportant.fr
[23] transilien.com
[20] lesjours.fr
[15] youtube.com
[14] franceinter.fr
[11] lavoixdunord.fr

Top Domains in Tweet in G1:
[276] twitter.com
[27] limportant.fr
[14] sncf.com
[6] actu.fr
[4] lefigaro.fr
[3] appun-vsct.fr
[2] oui.sncf
[1] normandie.fr
[1] assistant.sncf
[1] francetvinfo.fr

Top Domains in Tweet in G2:
[15] twitter.com
[2] ouest-france.fr
[2] lyoncapitale.fr
[1] a251.com
[1] huffingtonpost.fr

Top Domains in Tweet in G3:
[159] twitter.com
[14] oui.sncf
[4] co.jp
[3] sncf.com
[2] instagram.com
[2] usinenouvelle.com
[2] 20secondes.fr
[2] estrepublicain.fr
[1] lemonde.fr
[1] lepopulaire.fr

Top Domains in Tweet in G4:
[114] twitter.com
[27] leparisien.fr
[11] lechorepublicain.fr
[10] railcolornews.com
[7] sncf.com
[4] ebay.fr
[4] topmusic.fr
[2] google.com
[2] franceinter.fr
[2] sncf-reseau.com

Top Domains in Tweet in G5:
[173] twitter.com
[11] franceinter.fr
[7] leparisien.fr
[4] clubic.com
[3] oui.sncf
[2] transilien.com
[1] facebook.com
[1] sncf.com
[1] agoravox.fr
[1] bfmtv.com

Top Domains in Tweet in G6:
[94] twitter.com
[7] oui.sncf
[3] swarmapp.com
[2] sncf.com
[1] bit.ly
[1] fondation-sncf.org

Top Domains in Tweet in G7:
[108] twitter.com
[8] sncf.com
[8] naitways.net
[1] facebook.com
[1] bfmtv.com
[1] oui.sncf
[1] gouv.fr

Top Domains in Tweet in G8:
[40] twitter.com
[19] transilien.com
[1] youtube.com
[1] lemonde.fr

Top Domains in Tweet in G9:
[11] twitter.com
[3] sncf.com
[2] dlvr.it
[1] revolutionjaune.org
[1] revolutionpermanente.fr

Top Domains in Tweet in G10:
[17] twitter.com
[1] lefigaro.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[649] sncf
[132] limoges
[128] djebbari
[91] aurevoirpatrick
[80] tempeteciara
[63] tgv
[32] ciara
[29] ter
[25] tempêteciara
[24] giletsjaunes



Top Hashtags in Tweet in G1:
[23] sncf
[9] tempeteciara
[8] partenaire
[7] normandie
[7] ciara
[6] patrick
[6] patricksncf
[6] tgvmax
[4] alerteenlèvement
[4] trains

Top Hashtags in Tweet in G2:
[216] sncf
[8] macron
[8] giletsjaunes
[2] djebbari
[2] limoges
[1] lehavre
[1] rouen
[1] cfdt
[1] retraites

Top Hashtags in Tweet in G3:
[46] sncf
[6] tgv
[5] giletsjaunes
[5] acte65
[5] macron
[5] marklin
[5] modelbahn
[4] ter
[4] メルクリン
[4] märklin

Top Hashtags in Tweet in G4:
[93] sncf
[80] aurevoirpatrick
[46] tgv
[24] pse01
[23] tempeteciara
[18] ter
[16] tempêteciara
[11] qml
[9] tgvpatricktourdefrance
[9] patrimoine

Top Hashtags in Tweet in G5:
[20] sncf
[13] bilancirculations
[11] tempeteciara
[9] rerd
[7] rera
[6] ligner
[4] rerb
[4] ciara
[4] ter
[3] lignel

Top Hashtags in Tweet in G6:
[19] sncf
[8] aurevoirpatrick
[7] rerd
[6] mixité
[3] womenintech
[3] angers
[2] pleasert
[2] assistantsncf
[2] ouigo
[2] transports

Top Hashtags in Tweet in G7:
[4] sncf
[3] terhdf
[2] creil
[2] amiens
[1] ter
[1] paris
[1] compiègne
[1] beauvais
[1] sauvequipeut
[1] angers

Top Hashtags in Tweet in G8:
[4] rerc
[4] lignel
[4] lignej
[4] sncf
[3] rere
[3] photosncf
[2] lignep
[2] infotrafic
[2] ligneu
[2] villierssurmarne

Top Hashtags in Tweet in G9:
[120] limoges
[116] djebbari
[17] sncf
[8] macron
[7] cgt
[6] giletsjaunes
[5] retraites
[5] reformeretraites
[5] greve25decembre
[5] ratp

Top Hashtags in Tweet in G10:
[68] sncf
[1] jaunesrougesbruns
[1] territoires
[1] transports
[1] mobilités
[1] etat

Top Words
Top Words in Tweet in Entire Graph:
[445] Words in Sentiment List#1: Positive
[798] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[98118] Non-categorized Words
[99361] Total Words
[2783] sncf
[665] ce
[651] #sncf
[466] locomotives
[451] plus

Top Words in Tweet in G1:
[594] sncf
[134] train
[115] bonjour
[92] ce
[76] train_nomad_
[76] votre
[57] bonsoir
[55] paris
[52] bien
[47] tgv

Top Words in Tweet in G2:
[410] locomotives
[345] portes_thomas
[224] fret
[216] #sncf
[208] plus
[206] cimetière
[205] sotteville
[205] lès
[205] rouen
[205] cœur

Top Words in Tweet in G3:
[317] sncf
[57] train
[46] #sncf
[39] mon
[35] ça
[29] ma
[29] ce
[27] ils
[26] trains
[24] par

Top Words in Tweet in G4:
[249] sncf
[94] tgv
[93] #sncf
[80] #aurevoirpatrick
[70] patrick
[59] sa
[51] rame
[49] premier
[48] par
[47] ce

Top Words in Tweet in G5:
[133] sncf
[106] ligne
[49] paris
[45] rerd_sncf
[43] train
[42] trafic
[41] 02
[35] interrompu
[33] ce
[30] trains

Top Words in Tweet in G6:
[218] sncf
[97] ouisncf
[92] groupesncf
[67] ce
[59] mais
[51] par
[46] normal
[43] ibrahaahaa
[43] coup
[43] genre

Top Words in Tweet in G7:
[180] sncf
[111] terhdf
[68] sera
[68] fortement
[67] lundi
[63] trafic
[63] très
[62] 10
[56] perturbé
[52] agents

Top Words in Tweet in G8:
[72] bonjour
[57] rerc_sncf
[53] train
[51] votre
[50] ce
[46] trains
[44] service
[40] lignej_sncf
[39] lignel_sncf
[37] merci

Top Words in Tweet in G9:
[138] sncf
[120] #limoges
[116] #djebbari
[116] pilote
[116] ligne
[116] qu
[116] nommé
[116] crasher
[116] était
[116] faire

Top Words in Tweet in G10:
[68] #sncf
[62] aux
[60] ce
[59] eu
[58] agaçant
[58] entendre
[58] infos
[58] certains
[58] grévistes
[58] ont

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[235] sotteville,lès
[235] lès,rouen
[235] plus,300
[234] rouen,cœur
[233] cœur,cimetière
[233] cimetière,locomotives
[226] locomotives,#sncf
[226] #sncf,plus
[226] 300,locomotives
[226] locomotives,fret

Top Word Pairs in Tweet in G1:
[35] sncf,bonjour
[20] train_nomad_,bombardier
[18] ce,train
[18] demain,matin
[17] trafic,demain
[17] hyperloop,toulouse
[17] toulouse,paris
[17] paris,40
[17] 40,minutes
[17] minutes,premiers

Top Word Pairs in Tweet in G2:
[205] sotteville,lès
[205] lès,rouen
[205] rouen,cœur
[205] cœur,cimetière
[205] cimetière,locomotives
[205] locomotives,#sncf
[205] #sncf,plus
[205] plus,300
[205] 300,locomotives
[205] locomotives,fret

Top Word Pairs in Tweet in G3:
[14] week,end
[12] jouez,ma
[12] ma,location
[12] location,avis
[12] avis,tentez
[12] tentez,gagner
[12] gagner,nombreux
[12] nombreux,lots
[12] lots,dont
[12] dont,week

Top Word Pairs in Tweet in G4:
[34] premier,tgv
[30] sa,tournée
[26] tournée,d'adieu
[25] repeinte,orange
[25] orange,sa
[24] #aurevoirpatrick,rame
[24] rame,#tgv
[24] #tgv,#pse01
[24] #pse01,repeinte
[24] d'adieu,marche

Top Word Pairs in Tweet in G5:
[24] conditions,climatiques
[24] climatiques,dégradées
[19] modernisation,extension
[19] extension,réseau
[19] réseau,ligne
[17] samedi,08
[17] 08,02
[17] 02,2020
[16] dégradées,ligne
[16] amv_ac,bb01brigitte

Top Word Pairs in Tweet in G6:
[69] groupesncf,sncf
[43] ibrahaahaa,groupesncf
[43] sncf,coup
[43] coup,normal
[43] normal,ce
[43] ce,genre
[43] genre,interpellation
[43] interpellation,offert
[43] offert,par
[43] par,maison

Top Word Pairs in Tweet in G7:
[63] très,fortement
[62] lundi,10
[55] fortement,perturbé
[54] trafic,sera
[54] perturbé,lundi
[51] terhdf,trafic
[48] sncf,voyage
[42] agents,sncf
[41] sera,encore
[41] encore,très

Top Word Pairs in Tweet in G8:
[39] votre,service
[25] reste,votre
[24] service,besoin
[17] bonne,journée
[14] besoin,bonne
[14] bonne,soirée
[11] site,rubrique
[10] invite,rendre
[10] rendre,site
[10] rubrique,itinéraires

Top Word Pairs in Tweet in G9:
[116] #djebbari,pilote
[116] pilote,ligne
[116] ligne,qu
[116] qu,nommé
[116] nommé,crasher
[116] crasher,sncf
[116] sncf,était
[116] était,#limoges
[116] #limoges,faire
[115] aiphanmarcel,#djebbari

Top Word Pairs in Tweet in G10:
[58] agaçant,entendre
[58] entendre,aux
[58] aux,infos
[58] infos,certains
[58] certains,grévistes
[58] grévistes,#sncf
[58] #sncf,ont
[58] ont,eu
[58] eu,paye
[58] paye,égale

Top Replied-To
Top Replied-To in Entire Graph:
@sncf
@rerc_sncf
@ouisncf
@crl_sncf
@lignej_sncf
@lignel_sncf
@rerd_sncf
@lignep_sncf
@train_nomad_
@ligneh_sncf

Top Replied-To in G1:
@sncf
@train_nomad_
@regionnormandie
@miyokifn
@arnaudfd
@dimitriegloff
@trshpnd
@ter_bfc_trafic
@julierep26
@josephineetcln

Top Replied-To in G2:
@portes_thomas
@weillclaude
@reactions40
@fabien_gay
@jeanmessiha
@fredsergent
@ampelos11
@unicorne44
@breldominique
@nizkhe

Top Replied-To in G4:
@crl_sncf
@wallygatore07
@assor420
@ealextiret
@conducteur_pse
@agentq4400
@o78jbo
@cassiopinthesky
@15000bb
@sncf

Top Replied-To in G5:
@rerd_sncf
@alertesrer
@ligner_sncf
@gladub2
@agent004ratp
@barzek
@rvshark
@controleurpm733
@anfetoron
@duralex18

Top Replied-To in G6:
@sncf
@ouisncf
@fr_clem
@ter_occitanie
@vrobertparis3
@infinalcutprox
@g_millon1982
@victoriaokada
@paul_antoine_a
@matthieuduga

Top Replied-To in G7:
@terhdf
@sncf
@sncfvamtuer
@transportmel
@baptpkz
@maeva_lmbrt
@skycamille1
@gerald_sncf
@f0reveryxung
@d3perse

Top Replied-To in G8:
@rerc_sncf
@lignej_sncf
@lignel_sncf
@lignep_sncf
@rere_sncf
@rerd_sncf
@collectifmilon
@stephj915
@praustp
@cha_adm

Top Replied-To in G9:
@egoth3
@anassekazib
@aiphanmarcel

Top Replied-To in G10:
@etoilesam
@gauthierdekeran
@tcabarrus
@cestpasfaux1
@alainmartin458
@nitnelas
@costeslioneler
@lfi_forever
@corsomaltais
@dparoles

Top Mentioned
Top Mentioned in Entire Graph:
@sncf
@portes_thomas
@aiphanmarcel
@ouisncf
@terhdf
@evidemment_
@groupesncf
@anton1ferreira
@fdhersin
@train_nomad_

Top Mentioned in G1:
@sncf
@train_nomad_
@lh_lehavre
@bombardier
@regionnormandie
@dimitriegloff
@limportant_fr
@ouisncf
@jbgastinne
@hdelabatie

Top Mentioned in G2:
@portes_thomas
@jeansur1
@reactions40
@arashsaeidi
@europhobe
@cossalipatrice
@aiphanmarcel
@she534
@kuntzelmann2
@lacgtcommunique

Top Mentioned in G4:
@sncf
@conducteur_pse
@tergrandest
@nanotousch
@philippe_peray
@noobinoinsert
@intercites
@lmarsick
@le_parisien
@rtlfrance

Top Mentioned in G5:
@sncf
@rerd_sncf
@ratpgroup
@controleurpm733
@amv_ac
@ligner_sncf
@vpecresse
@thebest76053377
@bb01brigitte
@clientsratp

Top Mentioned in G6:
@sncf
@groupesncf
@ouisncf
@ibrahaahaa
@ouigosncf
@connectgares
@evoyageurssncf
@tgvinoui
@intercites
@karimzeribi

Top Mentioned in G7:
@terhdf
@fdhersin
@sncf
@ouisncf
@melie_et_ouigo
@fre_guichard
@rudycdb_sncf
@justice_gouv
@hautsdefrance
@umobiliteshdf

Top Mentioned in G8:
@lignep_sncf
@rerc_sncf
@lignel_sncf
@lignej_sncf
@sncf
@rere_sncf
@actu_transilien
@co_parischateau
@lesvoixl_a
@collectifmilon

Top Mentioned in G9:
@aiphanmarcel
@portes_thomas
@anassekazib
@tropical_boy
@revpermanente
@ternouvelleaq
@lepopulaire_fr
@matiassnetwork
@bruitsnoirs
@cerolesa

Top Mentioned in G10:
@laurenth44
@lfi_forever
@tcabarrus
@corsomaltais
@hanyefu
@lorisyml
@jonathankerleau
@lolode14
@nitnelas
@le_bolduc

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@danielpilotte
@alhanda
@titrespresse
@blabalade
@limportant_fr
@maria_andy2
@northernassist
@mcraffermi
@she534

Top Tweeters in G1:
@limportant_fr
@le_figaro
@sncf
@nicobaudon
@hemmingstone_
@torquetj
@nyantho
@commeivoir
@pdomenget76
@titiacnt

Top Tweeters in G2:
@mcraffermi
@she534
@lagrosta
@maisonvaleria
@daygautier
@lapin47
@canaloblik
@philippecombaut
@astsof
@albi2103

Top Tweeters in G3:
@titrespresse
@noticiasdelmun4
@harrudanji
@moon6bin
@alsace_info
@veranoaz
@frankmenger
@xpeyton
@jaydii97
@fabienprevots

Top Tweeters in G4:
@le_parisien
@pschydlowski
@rtlfrance
@psginna
@east_of_hell
@yvespdb
@didiermisson
@romainribas
@tomsingleton4
@fvincent316

Top Tweeters in G5:
@bfmtv
@coquetteeric
@the_best_man_57
@gricious
@tomektr
@sixahz
@morandiniblog
@louiswazabi
@aupresdemaselle
@papeekaboo

Top Tweeters in G6:
@lanteribrigitte
@kachelmann
@txmlinwild
@kojuipoke
@didyfrm_dablock
@lordmahammer
@infernokevin1
@msquito09
@iammegui_
@loscboybzh

Top Tweeters in G7:
@gizmo8mai1996
@do_56
@f0reveryxung
@laurentnettweet
@oukoukes
@justinebibine
@59md144
@terhdf
@jeannesay
@jlmmlc

Top Tweeters in G8:
@hndmdhvn
@next_alert
@palpatine42
@anna_garx
@rerc_sncf
@cladounnet
@francedevops
@whist_93
@noscandidats
@lignej_sncf

Top Tweeters in G9:
@blabalade
@guenotmichel
@chani_bayle
@54lilly
@katiaontheearth
@clobala2
@lau68951920
@diabolo741
@pbrenon
@jocelyneouang

Top Tweeters in G10:
@costeslioneler
@marclandes40
@birgit4453
@teppdude
@deycatherine1
@danycalou
@jeromegodefroy
@lehuffpost
@catlec261
@richard_trois


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