RATP, Twitter, 1/5/2020 9:33:26 PM, 219813


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RATP_2020-01-05_13-12-38.xlsx
RATP_2020-01-05_13-12-38.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 05, 2020
Short Description:
RATP via NodeXL http://bit.ly/2SUxbrV
@erwann_tison
@clientsratp
@bfmtv
@franceinfo
@edmar_gorin
@ratpgroup
@le_parisien
@chokrikchaou
@pascal_beuvelet
@deschadul

Top hashtags:
#ratp
#sncf
#lamajoritesilencieuse
#giletsjaunes
#rera
#greve
#cgt
#retraites

Description:
Description
The graph represents a network of 2,893 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 Sunday, 05 January 2020 at 21:13 UTC.

The requested date range was from Thursday, 05 December 2019 at 00:00 UTC through Sunday, 08 December 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 10-hour, 40-minute period from Saturday, 07 December 2019 at 13:19 UTC to Saturday, 07 December 2019 at 23:59 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 : 2893
Unique Edges : 3452
Edges With Duplicates : 637
Total Edges : 4089
Number of Edge Types : 4
MentionsInRetweet : 2418
Replies to : 451
Mentions : 567
Tweet : 653
Self-Loops : 653
Reciprocated Vertex Pair Ratio : 0.0130614845492195
Reciprocated Edge Ratio : 0.0257861635220126
Connected Components : 470
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 1998
Maximum Edges in a Connected Component : 3194
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.493271
Graph Density : 0.000380084708690171
Modularity : 0.738444
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,893 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 Sunday, 05 January 2020 at 21:13 UTC.

The requested date range was from Thursday, 05 December 2019 at 00:00 UTC through Sunday, 08 December 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 10-hour, 40-minute period from Saturday, 07 December 2019 at 13:19 UTC to Saturday, 07 December 2019 at 23:59 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:
[65] https://www.bfmtv.com/societe/en-direct-greve-le-trafic-ratp-et-sncf-toujours-tres-perturbe-ce-samedi/#content/contribution/edit
[28] https://www.gentside.com/media/balance-ton-post-une-conductrice-de-metro-a-la-ratp-provoque-la-colere-des-internautes-dans-l-emission-de-cyril-hanouna-video_art93387.html?utm_source=twitter&utm_medium=social&utm_campaign=tgp
[27] https://www.lemonde.fr/economie/article/2019/12/07/retraites-le-trafic-restera-tres-perturbe-a-la-sncf-et-la-ratp-dimanche-et-lundi_6022057_3234.html?utm_campaign=Lehuit&utm_medium=Social&utm_source=Twitter
[18] https://www.afpbb.com/articles/-/3258333
[17] https://www.lemonde.fr/economie/article/2019/12/07/retraites-le-trafic-restera-tres-perturbe-a-la-sncf-et-la-ratp-dimanche-et-lundi_6022057_3234.html
[16] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/greve-dans-les-transports-les-previsions-de-la-ratp-pour-ce-lundi-07-12-2019-8211945.php
[13] https://twitter.com/venusliuzzo/status/1203247619373486082
[12] http://www.ratp.fr//
[12] https://www.francetvinfo.fr/economie/greve/greve-du-5-decembre/direct-greve-du-7-decembre-suivez-la-situation-a-la-ratp-et-la-sncf-les-manifestations-des-syndicats-et-des-gilets-jaunes-contre-la-reforme-des-retraites_3733639.html
[12] https://www.20minutes.fr/societe/2669495-20191207-greve-trafic-ratp-toujours-extremement-perturbe-10-lignes-metro-fermees-lundi?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1575741003

Top URLs in Tweet in G1:
[26] https://www.gentside.com/media/balance-ton-post-une-conductrice-de-metro-a-la-ratp-provoque-la-colere-des-internautes-dans-l-emission-de-cyril-hanouna-video_art93387.html?utm_source=twitter&utm_medium=social&utm_campaign=tgp
[4] https://www.lemonde.fr/economie/article/2019/12/07/retraites-le-trafic-restera-tres-perturbe-a-la-sncf-et-la-ratp-dimanche-et-lundi_6022057_3234.html
[4] https://www.capital.fr/economie-politique/une-majorite-de-francais-ne-soutient-pas-la-greve-des-agents-ratp-1357141
[3] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/greve-dans-les-transports-les-previsions-de-la-ratp-pour-ce-lundi-07-12-2019-8211945.php#xtor=AD-1481423552
[3] http://www.bfmtv.com/
[2] https://www.bastamag.net/Greve-5-decembre-mouvement-social-reforme-des-retraites-RATP-SNCF-raffineries-hopitaux-education-justice-blocages
[2] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/greve-dans-les-transports-les-previsions-de-la-ratp-pour-ce-lundi-07-12-2019-8211945.php
[2] https://www.liberation.fr/amphtml/checknews/2019/12/06/ce-message-viral-evoquant-un-employe-de-la-ratp-profitant-de-la-greve-pour-conduire-un-uber-est-il-a_1767426?__twitter_impression=true
[2] https://www.lemonde.fr/economie/article/2019/12/07/retraites-le-trafic-restera-tres-perturbe-a-la-sncf-et-la-ratp-dimanche-et-lundi_6022057_3234.html?utm_campaign=Lehuit&utm_medium=Social&utm_source=Twitter
[2] https://www.20minutes.fr/societe/2669495-20191207-greve-trafic-ratp-toujours-extremement-perturbe-10-lignes-metro-fermees-lundi?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1575741003

Top URLs in Tweet in G2:
[4] http://www.ratp.fr//
[2] http://www.ratp.fr//informations
[2] https://www.instagram.com/p/BMbAmyiAMK0/
[1] https://twitter.com/i/web/status/1203252081664151552
[1] https://twitter.com/i/web/status/1203362173256421377
[1] https://twitter.com/i/web/status/1203362513036939265
[1] https://twitter.com/i/web/status/1203339729418301440
[1] https://twitter.com/i/web/status/1203356156799967232
[1] https://twitter.com/i/web/status/1203356153989734401
[1] https://twitter.com/i/web/status/1202984076686372865

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1203385421528473601
[1] https://twitter.com/i/web/status/1203347741767806976
[1] https://twitter.com/i/web/status/1203378752690016257
[1] https://twitter.com/i/web/status/1203379990382952449
[1] https://twitter.com/i/web/status/1203458155092627462
[1] https://twitter.com/i/web/status/1203393291942842368
[1] https://twitter.com/i/web/status/1203375557939023872
[1] https://twitter.com/i/web/status/1201911279511916549
[1] https://twitter.com/i/web/status/1203389973984141313
[1] https://twitter.com/UEFrance/status/1203237714801430529

Top URLs in Tweet in G4:
[8] http://www.capital.fr/
[2] https://www.bfmtv.com/societe/en-direct-greve-le-trafic-ratp-et-sncf-toujours-tres-perturbe-ce-samedi/?liveanchor=690d89a2a694597b8b74657b86b0ac2c#690d89a2a694597b8b74657b86b0ac2c
[1] https://twitter.com/i/web/status/1203396339859705856
[1] https://www.avantage-entreprise.com/1290-avantages-salaries-RATP
[1] https://twitter.com/JocelyneMarque/status/1202996272782856192
[1] https://twitter.com/i/web/status/1203003893447364608
[1] https://twitter.com/i/web/status/1203201605421678592
[1] https://twitter.com/i/web/status/1203358404179382273
[1] https://twitter.com/i/web/status/1203444967697526785
[1] https://twitter.com/i/web/status/1203315198716792833

Top URLs in Tweet in G5:
[8] https://www.francetvinfo.fr/economie/greve/greve-du-5-decembre/direct-greve-du-7-decembre-suivez-la-situation-a-la-ratp-et-la-sncf-les-manifestations-des-syndicats-et-des-gilets-jaunes-contre-la-reforme-des-retraites_3733639.html
[7] https://www.francetvinfo.fr/economie/greve/greve-du-5-decembre/greve-a-la-ratp-certains-conducteurs-sont-prets-a-aller-jusqu-au-31-decembre_3731993.html#xtor=CS2-765-[twitter]-
[5] https://www.francetvinfo.fr/economie/greve/greve-du-5-decembre/greve-du-8-decembre-la-ratp-annonce-que-le-rer-a-ne-circulera-pas-dimanche-quatorze-lignes-de-metro-sur-seize-seront-fermees_3734859.html#xtor=CS2-765-[twitter]-
[5] https://www.lemonde.fr/economie/article/2019/12/07/retraites-le-trafic-restera-tres-perturbe-a-la-sncf-et-la-ratp-dimanche-et-lundi_6022057_3234.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1575741055
[4] https://www.huffingtonpost.fr/entry/greve-ratp-sncf-trafic-tres-perturbe-dimanche-8-decembre_fr_5debcef4e4b05d1e8a524034?ncid=tweetlnkfrhpmg00000001
[3] https://www.francetvinfo.fr/economie/greve/greve-du-5-decembre/direct-greve-du-7-decembre-suivez-la-situation-a-la-ratp-et-la-sncf-les-manifestations-des-syndicats-et-des-gilets-jaunes-contre-la-reforme-des-retraites_3733639.html#xtor=CS2-765-[twitter]-
[2] https://www.francetvinfo.fr/economie/greve/greve-du-5-decembre/greve-a-la-ratp-certains-conducteurs-sont-prets-a-aller-jusqu-au-31-decembre_3731993.html
[2] https://www.lemonde.fr/economie/article/2019/12/07/retraites-le-trafic-restera-tres-perturbe-a-la-sncf-et-la-ratp-dimanche-et-lundi_6022057_3234.html
[2] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/greve-dans-les-transports-les-previsions-de-la-ratp-pour-ce-lundi-07-12-2019-8211945.php
[2] https://twitter.com/sgouygoux/status/1203212275148087296

Top URLs in Tweet in G6:
[4] https://www.capital.fr/economie-politique/une-majorite-de-francais-ne-soutient-pas-la-greve-des-agents-ratp-1357141
[2] https://www.liberation.fr/checknews/2019/12/06/ce-message-viral-evoquant-un-employe-de-la-ratp-profitant-de-la-greve-pour-conduire-un-uber-est-il-a_1767426
[1] https://twitter.com/i/web/status/1203212275148087296
[1] http://www.leparisien.fr/economie/gilets-jaunes-une-faible-mobilisation-a-paris-et-pas-le-samedi-noir-annonce-07-12-2019-8211906.php
[1] https://twitter.com/i/web/status/1203244029636464640
[1] https://twitter.com/i/web/status/1203230129570373632
[1] https://twitter.com/i/web/status/1202565079415349252
[1] https://twitter.com/i/web/status/1203306004617875457
[1] https://twitter.com/i/web/status/1203193141358137354
[1] https://twitter.com/i/web/status/1203360186771091458

Top URLs in Tweet in G7:
[25] https://www.lemonde.fr/economie/article/2019/12/07/retraites-le-trafic-restera-tres-perturbe-a-la-sncf-et-la-ratp-dimanche-et-lundi_6022057_3234.html?utm_campaign=Lehuit&utm_medium=Social&utm_source=Twitter
[10] https://www.lemonde.fr/economie/article/2019/12/07/retraites-le-trafic-restera-tres-perturbe-a-la-sncf-et-la-ratp-dimanche-et-lundi_6022057_3234.html
[8] https://www.francetvinfo.fr/economie/greve/greve-du-5-decembre/greve-du-8-decembre-la-ratp-annonce-que-le-rer-a-ne-circulera-pas-dimanche-quatorze-lignes-de-metro-sur-seize-seront-fermees_3734859.html#xtor=CS1-747
[5] https://www.bfmtv.com/societe/en-direct-greve-le-trafic-ratp-et-sncf-toujours-tres-perturbe-ce-samedi/#content/contribution/edit
[4] http://bit.ly/38jQ9h4
[3] https://www.capital.fr/economie-politique/une-majorite-de-francais-ne-soutient-pas-la-greve-des-agents-ratp-1357141?fbclid=IwAR0Z1qA4CeIJv7MuDY5QSIsqP9P0tbrXTuzwxPEPcygQtJ4VrTiWUb6Y2qI
[3] https://www.lci.fr/social/en-direct-sncf-ratp-greve-7-decembre-routiers-en-colere-une-quinzaine-de-barrages-filtrants-mais-peu-de-perturbations-2139391.html?utm_medium=Social&utm_source=Twitter#Echobox=1575723453
[3] https://twitter.com/ClientsRATP/status/1203356153989734401
[2] http://bit.ly/2qtuAcC
[2] https://www.lefigaro.fr/conjoncture/greve-a-la-sncf-et-a-la-ratp-des-conditions-tres-difficiles-jusqu-a-lundi-soir-20191206

Top URLs in Tweet in G9:
[56] https://www.bfmtv.com/societe/en-direct-greve-le-trafic-ratp-et-sncf-toujours-tres-perturbe-ce-samedi/#content/contribution/edit
[10] https://www.20minutes.fr/societe/2669495-20191207-greve-trafic-ratp-toujours-extremement-perturbe-10-lignes-metro-fermees-lundi?utm_term=Autofeed&xtref=twitter.com&utm_medium=Social&utm_source=Twitter#Echobox=1575741003
[6] https://www.lexpress.fr/actualite/societe/greves-la-ratp-annonce-une-circulation-encore-tres-perturbee-dimanche_2110250.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter&Echobox=1575736994#xtor=CS3-5083
[5] https://www.20minutes.fr/societe/2668931-20191207-gilets-jaunes-acte-56-direct-vers-samedi-noir-contre-reforme-retraites?utm_medium=Social&xtref=twitter.com&utm_source=Twitter#Echobox=1575735833
[5] https://www.bfmtv.com/societe/en-direct-greve-le-trafic-ratp-et-sncf-toujours-tres-perturbe-ce-samedi/
[3] https://www.francetvinfo.fr/economie/greve/greve-du-5-decembre/direct-greve-du-7-decembre-suivez-la-situation-a-la-ratp-et-la-sncf-les-manifestations-des-syndicats-et-des-gilets-jaunes-contre-la-reforme-des-retraites_3733639.html
[3] https://www.20minutes.fr/societe/2669495-20191207-greve-trafic-ratp-toujours-extremement-perturbe-10-lignes-metro-fermees-lundi
[1] https://twitter.com/i/web/status/1203360830592557056
[1] https://www.cnews.fr/france/2019-12-08/greve-en-direct-le-trafic-ratp-toujours-extremement-perturbe-14-lignes-de-metro
[1] https://twitter.com/i/web/status/1203361764890619904

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1203205013180424192
[1] https://twitter.com/i/web/status/1203225405357993984
[1] https://twitter.com/i/web/status/1203290745442054144
[1] https://twitter.com/i/web/status/1203301067385118723
[1] https://twitter.com/i/web/status/1203374829044453376
[1] https://twitter.com/i/web/status/1203382130908241920
[1] https://twitter.com/i/web/status/1203382290103058432
[1] https://twitter.com/i/web/status/1203271380306972672

Top Domains
Top Domains in Tweet in Entire Graph:
[542] twitter.com
[88] bfmtv.com
[54] francetvinfo.fr
[53] lemonde.fr
[31] capital.fr
[31] leparisien.fr
[30] ratp.fr
[28] gentside.com
[25] 20minutes.fr
[18] afpbb.com

Top Domains in Tweet in G1:
[113] twitter.com
[26] gentside.com
[9] francetvinfo.fr
[8] lemonde.fr
[7] capital.fr
[6] leparisien.fr
[5] bfmtv.com
[4] bastamag.net
[3] 20minutes.fr
[3] lesechos.fr

Top Domains in Tweet in G2:
[40] twitter.com
[9] ratp.fr
[2] instagram.com
[2] ift.tt
[1] transilien.com
[1] rerb-leblog.fr
[1] leparisien.fr
[1] lefigaro.fr
[1] twitch.tv
[1] bfmtv.com

Top Domains in Tweet in G3:
[20] twitter.com
[1] challenges.fr
[1] capital.fr

Top Domains in Tweet in G4:
[43] twitter.com
[10] capital.fr
[3] bfmtv.com
[1] avantage-entreprise.com

Top Domains in Tweet in G5:
[32] twitter.com
[30] francetvinfo.fr
[7] lemonde.fr
[5] huffingtonpost.fr
[2] leparisien.fr
[1] lexpress.fr
[1] capital.fr

Top Domains in Tweet in G6:
[23] twitter.com
[6] capital.fr
[2] liberation.fr
[1] leparisien.fr
[1] bfmtv.com

Top Domains in Tweet in G7:
[35] lemonde.fr
[26] twitter.com
[10] francetvinfo.fr
[9] lci.fr
[8] bit.ly
[5] bfmtv.com
[3] capital.fr
[2] lefigaro.fr
[1] lesechos.fr

Top Domains in Tweet in G9:
[65] bfmtv.com
[19] twitter.com
[19] 20minutes.fr
[6] lexpress.fr
[4] francetvinfo.fr
[1] cnews.fr
[1] lci.fr
[1] orange.fr

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[439] ratp
[183] sncf
[96] lamajoritesilencieuse
[84] giletsjaunes
[75] rera
[69] greve
[58] cgt
[58] retraites
[58] grevegenerale
[54] acte56



Top Hashtags in Tweet in G1:
[34] ratp
[16] sncf
[5] lamajoritesilencieuse
[5] greve
[4] paris
[4] grevegenerale
[3] metro
[3] grève
[3] retraites
[3] grevereconductible

Top Hashtags in Tweet in G2:
[94] ratp
[59] rera
[31] métro
[17] mi09
[11] qml
[11] navigo
[9] rer
[8] sncf
[5] greve7decembre
[5] greve

Top Hashtags in Tweet in G3:
[13] ratp
[10] sncf
[7] ue
[6] edf
[6] adp
[6] europe
[6] greve
[6] giletsjaunes
[6] macron
[6] retraite

Top Hashtags in Tweet in G4:
[47] cgt
[43] mouvement
[43] giletsjaunes
[43] acte56
[43] ratp
[33] sncf
[17] pénibilité
[6] lamajoritesilencieuse
[5] allemagne
[5] retraite

Top Hashtags in Tweet in G5:
[17] ratp
[7] sncf
[3] rera
[3] greveratp
[3] regimesspeciaux
[3] escrocs
[2] grevereconductible
[2] rerb
[2] giletsjaunes
[2] greve7decembre

Top Hashtags in Tweet in G6:
[51] lamajoritesilencieuse
[32] ratp
[27] sncf
[22] reformedesretraites
[22] radiofrance
[9] greve
[9] macron
[7] giletsjaunes
[6] mouvement
[6] acte56

Top Hashtags in Tweet in G7:
[26] lamajoritesilencieuse
[14] direct
[13] ratp
[13] lcimidi
[12] sncf
[10] giletsjaunes
[7] routiers
[6] lci
[4] nantes
[4] edf

Top Hashtags in Tweet in G9:
[14] ratp
[2] giletsjaunes
[2] retraites
[2] sncf
[1] transportsgratuits
[1] lamajoritesilencieuse

Top Hashtags in Tweet in G10:
[31] sncf
[31] ratp
[7] routiers
[6] greves
[2] lamajoritesilencieuse

Top Words
Top Words in Tweet in Entire Graph:
[104] Words in Sentiment List#1: Positive
[399] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[65621] Non-categorized Words
[66124] Total Words
[1352] ratp
[830] ce
[582] sncf
[574] grève
[567] trafic

Top Words in Tweet in G1:
[190] ratp
[88] grève
[69] sncf
[55] dimanche
[49] trafic
[41] ça
[40] lundi
[36] décembre
[35] mais
[34] #ratp

Top Words in Tweet in G2:
[184] trafic
[140] mouvement
[140] social
[108] clientsratp
[101] prévisions
[97] dimanche
[96] décembre
[95] #ratp
[77] perturbé
[76] réseaux

Top Words in Tweet in G3:
[191] erwann_tison
[163] ce
[158] régimes
[157] spéciaux
[156] bien
[153] rendre
[153] compte
[153] l'iniquité
[153] représentent
[153] voici

Top Words in Tweet in G4:
[91] ce
[64] ratp
[56] confirme
[50] très
[48] mike_bresson
[48] ont
[47] #cgt
[46] bien
[43] #mouvement
[43] #giletsjaunes

Top Words in Tweet in G5:
[132] ratp
[129] grève
[109] décembre
[98] franceinfo
[87] dimanche
[67] annonce
[52] rer
[50] lignes
[48] métro
[46] trafic

Top Words in Tweet in G6:
[90] qu
[67] ratp
[66] ce
[65] régimes
[54] payer
[52] celle
[51] fais
[51] également
[51] partie
[51] #lamajoritesilencieuse

Top Words in Tweet in G7:
[120] ratp
[119] ce
[68] très
[61] grève
[60] dimanche
[57] trafic
[53] sncf
[44] lundi
[43] perturbé
[40] lci

Top Words in Tweet in G8:
[139] ce
[135] qu'est
[135] plus
[135] injuste
[135] français
[135] chômage
[135] 12
[135] enfants
[135] dorment
[135] rue

Top Words in Tweet in G9:
[90] ratp
[89] bfmtv
[84] dimanche
[64] trafic
[58] perturbé
[52] paris
[46] lignes
[44] direct
[41] sncf
[40] grève

Top Words in Tweet in G10:
[80] ratp
[76] retraite
[76] sncf
[74] pascal_beuvelet
[74] départ
[74] inégalité
[74] criante
[74] 86
[74] employés
[74] 91

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[309] régimes,spéciaux
[273] sncf,ratp
[237] mouvement,social
[201] lignes,métro
[175] rendre,compte
[174] erwann_tison,bien
[174] bien,rendre
[174] compte,l'iniquité
[174] l'iniquité,représentent
[174] représentent,régimes

Top Word Pairs in Tweet in G1:
[43] sncf,ratp
[27] peut,dire
[26] non,mais
[26] mais,comment
[26] comment,peut
[26] dire,ça
[26] ça,tv
[22] lignes,métro
[21] ratp,sncf
[20] très,perturbé

Top Word Pairs in Tweet in G2:
[140] mouvement,social
[82] clientsratp,mouvement
[76] perturbé,réseaux
[52] social,prévisions
[52] prévisions,trafic
[52] trafic,dimanche
[52] dimanche,décembre
[52] trafic,sera
[48] décembre,trafic
[48] sera,totalement

Top Word Pairs in Tweet in G3:
[157] régimes,spéciaux
[153] bien,rendre
[153] rendre,compte
[153] compte,l'iniquité
[153] l'iniquité,représentent
[153] représentent,régimes
[153] spéciaux,voici
[153] voici,ce
[153] ce,touchera
[153] touchera,actuellement

Top Word Pairs in Tweet in G4:
[43] #mouvement,#giletsjaunes
[43] #giletsjaunes,bien
[43] bien,mort
[43] mort,ce
[43] ce,confirme
[43] confirme,#acte56
[43] #acte56,très
[43] très,faiblement
[43] faiblement,suivi
[43] suivi,réalité

Top Word Pairs in Tweet in G5:
[88] grève,décembre
[65] ratp,annonce
[64] décembre,ratp
[62] franceinfo,grève
[43] lignes,métro
[41] annonce,rer
[41] rer,circulera
[41] dimanche,quatorze
[41] quatorze,lignes
[41] métro,seize

Top Word Pairs in Tweet in G6:
[51] fais,également
[51] également,partie
[51] partie,#lamajoritesilencieuse
[51] #lamajoritesilencieuse,celle
[51] celle,travaille
[51] travaille,paie
[51] paie,impôts
[51] impôts,afin
[51] afin,payer
[51] payer,régimes

Top Word Pairs in Tweet in G7:
[45] sncf,ratp
[37] très,perturbé
[36] restera,très
[36] dimanche,lundi
[35] trafic,restera
[35] perturbé,sncf
[35] ratp,dimanche
[32] fakenews,secrétaire
[32] secrétaire,état
[32] état,djebbari

Top Word Pairs in Tweet in G8:
[135] qu'est,ce
[135] ce,plus
[135] plus,injuste
[135] injuste,français
[135] français,chômage
[135] chômage,12
[135] 12,enfants
[135] enfants,dorment
[135] dorment,rue
[134] edmar_gorin,qu'est

Top Word Pairs in Tweet in G9:
[38] trafic,ratp
[36] extrêmement,perturbé
[36] lignes,métro
[29] ratp,sncf
[28] ratp,annonce
[23] réforme,retraites
[22] bfmtv,direct
[21] dimanche,lundi
[20] très,perturbé
[20] perturbé,dimanche

Top Word Pairs in Tweet in G10:
[74] départ,retraite
[74] retraite,inégalité
[74] inégalité,criante
[74] criante,86
[74] 86,employés
[74] employés,ratp
[74] ratp,91
[74] 91,sncf
[74] sncf,99
[74] 99,fonction

Top Replied-To
Top Replied-To in Entire Graph:
@ligne8_ratp
@erwann_tison
@laurentsegnis
@clientsratp
@ligne7_ratp
@franceinfo
@briceculturier
@ligne13_ratp
@ligne12_ratp
@jlmelenchon

Top Replied-To in G1:
@alertesrerb
@alertesrera

Top Replied-To in G2:
@cptmav
@clientsratp
@ligne12_ratp
@sncf
@ligne6_ratp
@neolgd
@1881cinderella
@menteaumax
@paul_courbis
@ratp

Top Replied-To in G3:
@erwann_tison
@mathieucordier
@laurentcappelle
@lejdd
@20hfrance2
@mathplaisance
@aureliematifas
@scissorisback
@jwaintraub
@gomuge

Top Replied-To in G4:
@laurentsegnis
@tcabarrus
@jsferjou
@vudeloinlevrai
@mike_bresson
@djebbari_jb
@mxsba
@glthinktank
@9conseil
@zesylv

Top Replied-To in G5:
@franceinfo
@proftoujours
@sochard2
@ephilippepm
@controleurpm733
@fnarolles
@rerc_sncf
@marchaisth
@nicobisputhe
@thierrycogne

Top Replied-To in G6:
@pascalayba
@cesariemilie
@aureliezarbi
@anicelajnef
@lsailliet
@crazywormsjr
@zabouf
@sgouygoux
@balancetonpost

Top Replied-To in G7:
@lci
@franceinfo
@lemondefr
@pascalperri
@cgtratp
@vladogb
@franceinter
@bfmtv
@balancetonpost
@benjaminamar4

Top Replied-To in G9:
@bfmtv
@afpfr
@clientsratp
@rene_chiche
@io_leonessa
@caus_de_rerg
@gattemmanuel
@lexpress
@nompren99653587

Top Replied-To in G10:
@pascal_beuvelet

Top Mentioned
Top Mentioned in Entire Graph:
@erwann_tison
@edmar_gorin
@clientsratp
@franceinfo
@bfmtv
@le_parisien
@pascal_beuvelet
@rer_a
@monicalova13
@mike_bresson

Top Mentioned in G2:
@clientsratp
@rer_a
@sncf
@ratp
@rerb
@altraa94
@gentilcedric
@thomas_chaffaut
@ratpgroup
@ligne12_ratp

Top Mentioned in G3:
@erwann_tison
@moukiserge
@zohrabitan
@upr_officiel
@up
@pctjte
@boblecentriste
@jwaintraub
@isabelscigliano
@lautrefranck

Top Mentioned in G4:
@mike_bresson
@tcabarrus
@ratpgroup
@laurentsegnis
@simesss67
@deycatherine1
@sylveba
@adia66
@natdomracheva
@mxsba

Top Mentioned in G5:
@franceinfo
@asso_usagersidf
@lacgtcommunique
@maria_andy2
@delaruejc
@busman91
@ephilippepm
@djebbari_jb
@fnaut_fr
@plusdetrain

Top Mentioned in G6:
@monicalova13
@stopmlpetjlm
@sgouygoux
@pascalayba
@balancetonpost
@demontvalon1
@mike_bresson
@c8tv
@elizealrem
@tontonmichel1

Top Mentioned in G7:
@lci
@lemondefr
@cgtratp
@emmai2017
@cgtcheminots
@franceinfoplus
@franceinfo
@bfmtv
@erwann_tison
@bfmbusiness

Top Mentioned in G8:
@edmar_gorin
@erwann_tison
@cgtratp

Top Mentioned in G9:
@bfmtv
@20minutes
@morandiniblog
@franceinfo
@matthieugariel
@afpfr
@cnews
@lci
@lexpress
@erwann_tison

Top Mentioned in G10:
@pascal_beuvelet
@lsailliet
@zebodag
@claudarnaud
@erwann_tison
@frkguiot
@monicalova13
@emmai2017
@pierrem19180190
@robbytrade

Top Tweeters
Top Tweeters in Entire Graph:
@nykobb
@danielpilotte
@titrespresse
@heelleclech
@mlnangalama
@languillem
@kattavernd
@maria_andy2
@_redfrog
@orgetorix

Top Tweeters in G1:
@titrespresse
@newsantander
@webissimo
@orthodoxe
@youthburzek
@riendeberre
@1001portails_fr
@usgirladdict
@larrynak
@veranoaz

Top Tweeters in G2:
@sncf
@taejunseop
@laeti0903
@tomektr
@michelpoulain
@ddaya_23
@next_alert
@pourquoipaaaaa
@smileytrains
@gentilcedric

Top Tweeters in G3:
@lacpure
@mazenod10
@til1988
@lejdd
@boblecentriste
@sequinaz
@merlofr
@zohrabitan
@dinozorn
@rachelchouchana

Top Tweeters in G4:
@costeslioneler
@birgit4453
@nicobaudon
@jomarfeuil
@gailuronnicky
@danycalou
@deycatherine1
@byc125
@catlec261
@natzesupernatrl

Top Tweeters in G5:
@maria_andy2
@maguyboivin
@lagrosta
@proftoujours
@icp3_zero
@krystyan45
@mgzallp
@netguide
@franceinfo
@masakomaman

Top Tweeters in G6:
@she534
@marclandes40
@joe_le_zef
@boxcalf1
@elizealrem
@tonyvar93
@zabouf
@af13fra
@kanelle77
@payguesergio

Top Tweeters in G7:
@orgetorix
@loudl
@le_figaro
@altai_armande
@yohanncrn
@lemondefr
@fleuravr
@wagjuer
@ferdinanddemara
@swiss_pepita

Top Tweeters in G8:
@beatofshotgun
@ptitmersault
@ravenclawinyou
@fuckinnmind
@fluffyfaucheuse
@simplylucile
@lenorahelhy
@discression
@sukiuii
@nemesiscv

Top Tweeters in G9:
@nykobb
@heelleclech
@clems76lh
@legrouxvincent
@bfmtv
@afpfr
@liberte46879517
@20minutes
@mirnalavado
@gadyle

Top Tweeters in G10:
@mcraffermi
@sylvita30
@fleur2108
@keller_lind
@bng2617
@andjelkape
@3genevieve
@fcuttolicuttoli
@ninetjosette
@ggelta2013