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RATP Twitter NodeXL SNA Map and Report for Friday, 29 November 2019 at 16:30 UTC (experimental version)
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From:
marc_smith
Uploaded on:
November 30, 2019
Short Description:
RATP via NodeXL http://bit.ly/2LbUhpo
@alertesinfos
@checknewsfr
@clientsratp
@poulin2012
@hk__49_3
@dupouvoirdachat
@camille82393901
@ratpgroup
@dominiquereynie
@sudrailcentraux

Top hashtags:
#ratp
#sncf
#greve5decembre
#5decembre
#5décembre
#retraites
#macron
#edf

Description:
Description
The graph represents a network of 12,725 Twitter users whose recent tweets contained "RATP", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 29 November 2019 at 17:15 UTC.

The tweets in the network were tweeted over the 4-day, 8-hour, 28-minute period from Monday, 25 November 2019 at 08:15 UTC to Friday, 29 November 2019 at 16:43 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 : 12725
Unique Edges : 20781
Edges With Duplicates : 6050
Total Edges : 26831
Number of Edge Types : 4
Retweet : 12624
Mentions : 8701
Replies to : 3576
Tweet : 1930
Self-Loops : 2027
Reciprocated Vertex Pair Ratio : 0.0201364540888847
Reciprocated Edge Ratio : 0.0394779620082671
Connected Components : 966
Single-Vertex Connected Components : 623
Maximum Vertices in a Connected Component : 11166
Maximum Edges in a Connected Component : 25318
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.545644
Graph Density : 0.000132978904089791
Modularity : 0.639726
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 12,725 Twitter users whose recent tweets contained "RATP", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 29 November 2019 at 17:15 UTC.

The tweets in the network were tweeted over the 4-day, 8-hour, 28-minute period from Monday, 25 November 2019 at 08:15 UTC to Friday, 29 November 2019 at 16:43 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 : TwitterSearch
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[56] https://www.lepoint.fr/economie/retraite-les-vrais-avantages-du-regime-special-de-la-ratp-25-11-2019-2349455_28.php
[51] http://www.leparisien.fr/economie/greve-du-5-decembre-sncf-ratp-enseignants-avocats-le-point-sur-la-mobilisation-a-j-7-28-11-2019-8203935.php
[42] https://twitter.com/lemondefr/status/1199252938922835968
[37] https://www.bfmtv.com/societe/greve-du-5-decembre-des-cadres-ratp-formes-pour-conduire-les-rer-et-les-metros-1815328.html
[36] https://www.francetvinfo.fr/economie/retraite/reforme-des-retraites/un-retraite-d-edf-de-la-ratp-ou-de-la-sncf-touche-t-il-vraiment-une-pension-de-3-700-ou-2-600-euros-par-mois_3718087.html
[36] https://twitter.com/nezstea_/status/1199001242380513280
[35] https://www.liberation.fr/checknews/2019/11/25/retraites-quel-est-le-deficit-des-regimes-speciaux-ratp-sncf-et-ieg-et-a-quoi-est-il-du_1765407
[32] https://www.lemonde.fr/economie/article/2019/11/26/a-la-ratp-la-crainte-d-une-greve-dure-et-durable_6020510_3234.html
[30] https://www.liberation.fr/checknews/2019/11/27/la-retraite-moyenne-de-la-ratp-est-elle-superieure-de-2-445-euros-a-celle-du-secteur-prive_1765626
[30] https://w.lpnt.fr/redirect.php?id=2205512&pos=t

Top URLs in Tweet in G1:
[14] http://www.leparisien.fr/economie/greve-du-5-decembre-sncf-ratp-enseignants-avocats-le-point-sur-la-mobilisation-a-j-7-28-11-2019-8203935.php
[11] https://www.liberation.fr/checknews/2019/11/25/retraites-quel-est-le-deficit-des-regimes-speciaux-ratp-sncf-et-ieg-et-a-quoi-est-il-du_1765407
[10] https://www.liberation.fr/checknews/2019/11/27/la-retraite-moyenne-de-la-ratp-est-elle-superieure-de-2-445-euros-a-celle-du-secteur-prive_1765626
[8] https://www.youtube.com/watch?v=DCJizhCoKsM&feature=youtu.be

[8] https://www.cnews.fr/france/2019-11-28/greve-du-5-decembre-sncf-ratp-qui-manifestera-et-pourquoi-898229
[7] https://www.revolutionpermanente.fr/Hani-Labidi-elu-RATP-menace-de-revocation-L-etat-des-bus-met-la-vie-des-usagers-en-danger
[7] 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
[7] https://twitter.com/BYC125/status/1198314555862081542
[6] https://www.revolutionpermanente.fr/Il-faut-un-cocktail-explosif-a-partir-du-5-decembre-Irene-agent-RATP-s-adresse-a-la-jeunesse
[6] https://www.cnews.fr/france/2019-11-28/greve-ratp-avez-vous-le-droit-de-ne-pas-aller-au-travail-777056

Top URLs in Tweet in G2:
[36] https://www.lepoint.fr/economie/retraite-les-vrais-avantages-du-regime-special-de-la-ratp-25-11-2019-2349455_28.php
[29] https://w.lpnt.fr/redirect.php?id=2205512&pos=t
[18] https://w.lpnt.fr/redirect.php?id=2349455&pos=t
[11] https://www.lepoint.fr/invites-du-point/jean-nouailhac/nouailhac-question-privileges-la-ratp-bat-tous-les-records-26-03-2018-2205512_2428.php
[8] https://www.ccomptes.fr/system/files/2019-07/20190716-rapport-regimes-speciaux-retraite.pdf
[8] https://twitter.com/gouvernementFR/status/1197902772903002117
[6] https://www.lci.fr/social/greve-sncf-et-ratp-du-5-decembre-2019-pas-de-service-minimum-assure-dans-les-transports-2138601.html?utm_medium=Social&utm_source=Twitter#Echobox=1574710325
[6] http://www.lefigaro.fr/vox/economie/sncf-ratp-pas-de-service-minimum-pas-de-confiance-20191127
[6] https://www.liberation.fr/checknews/2019/11/25/retraites-quel-est-le-deficit-des-regimes-speciaux-ratp-sncf-et-ieg-et-a-quoi-est-il-du_1765407
[6] https://www.lesechos.fr/economie-france/social/reforme-des-retraites-des-discussions-au-point-mort-a-la-ratp-et-a-la-sncf-1150429

Top URLs in Tweet in G3:
[1] https://www.lesechos.fr/economie-france/social/sncf-ratp-le-gouvernement-en-quete-dune-alternative-a-la-clause-du-grand-pere-1152288
[1] https://twitter.com/Dalipas/status/1198516101300281345
[1] https://www.cnews.fr/france/2019-11-28/greve-ratp-avez-vous-le-droit-de-ne-pas-aller-au-travail-777056
[1] https://twitter.com/Nitnelas/status/1199736903341420544
[1] https://twitter.com/charognestone_/status/1198528761278414850
[1] https://twitter.com/leGneral2/status/1199748830037716993
[1] https://www.lci.fr/conso-argent/greve-du-5-decembre-reconductible-les-franciliens-doivent-ils-payer-leur-passe-navigo-ratp-sncf-pecresse-cgt-cfdt-fo-transports-commun-2138741.html?utm_medium=Social&utm_source=Twitter#Echobox=1574866730

Top URLs in Tweet in G4:
[12] https://www.ratp.fr/wifi-gratuit-ratp
[12] https://www.bfmtv.com/societe/greve-du-5-decembre-des-cadres-ratp-formes-pour-conduire-les-rer-et-les-metros-1815328.html#content/contribution/edit
[6] https://www.bfmtv.com/societe/greve-du-5-decembre-la-ratp-prevoit-un-trafic-fortement-perturbe-1814769.html#page/contribution/index
[5] http://www.ratp.fr/itineraires
[5] https://www.ratp.fr/travaux-manifestations/metro
[5] https://www.ratp.fr/contacts/client
[5] https://www.ratp.fr/travaux-manifestations/rer
[4] http://www.ratp.fr/apps/application-ratp
[4] https://actu.fr/societe/greve-illimitee-partir-5-decembre-ne-pas-payer-tickets-ratp-sncf-une-bonne-idee_29518564.html
[4] https://www.liberation.fr/checknews/2019/11/25/retraites-quel-est-le-deficit-des-regimes-speciaux-ratp-sncf-et-ieg-et-a-quoi-est-il-du_1765407

Top URLs in Tweet in G5:
[6] https://twitter.com/CoCoZen10/status/1198146826739822592
[3] http://www.leparisien.fr/economie/greve-du-5-decembre-ratp-sncf-pourquoi-un-service-minimum-garanti-dans-les-transports-publics-parait-peu-envisageable-24-11-2019-8200656.php#xtor=AD-1481423553
[3] http://www.leparisien.fr/amp/economie/greve-du-5-decembre-sncf-ratp-enseignants-avocats-le-point-sur-la-mobilisation-a-j-7-28-11-2019-8203935.php?__twitter_impression=true
[2] https://www.lepoint.fr/economie/retraite-les-vrais-avantages-du-regime-special-de-la-ratp-25-11-2019-2349455_28.php
[2] http://va.news-republic.com/article/i6763277708311921157?app_id=1239&c=tw&gid=6763277708311921157&impr_id=6763290546570004742&language=fr®ion=fr&user_id=6685268681033171973
[2] https://www.liberation.fr/checknews/2019/11/27/la-retraite-moyenne-de-la-ratp-est-elle-superieure-de-2-445-euros-a-celle-du-secteur-prive_1765626
[1] https://www.latribune.fr/economie/france/retraites-le-rapport-du-cor-met-le-gouvernement-en-difficulte-833745.html
[1] https://www.google.com/imgres?imgurl=https://upload.wikimedia.org/wikipedia/commons/8/89/Val%25C3%25A9rie_Pecresse_C%25C3%25A9sar_2016_%2528cropped%2529.jpg&imgrefurl=https://fr.wikipedia.org/wiki/Val%25C3%25A9rie_P%25C3%25A9cresse&tbnid=9dQ8Rw1HE9jWDM&vet=1&docid=hK9xVBPok0Z0VM&w=318&h=463&q=val%C3%A9rie+p%C3%A9cresse&hl=fr-FR&source=sh/x/im
[1] http://www.islamophobie.net/2019/11/26/un-militaire-licencie-apres-sa-conversion-a-lislam-gagne-son-proces-contre-le-ministere-des-armees/
[1] https://www.lexpress.fr/actualite/societe/greve-du-5-decembre-les-syndicats-de-police-appellent-a-rejoindre-le-mouvement_2108063.html

Top URLs in Tweet in G6:
[11] 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
[8] https://www.liberation.fr/checknews/2019/11/27/la-retraite-moyenne-de-la-ratp-est-elle-superieure-de-2-445-euros-a-celle-du-secteur-prive_1765626?utm_medium=Social&utm_source=Twitter#Echobox=1574834679
[7] https://twitter.com/lauriannerossi/status/1198598227018342400
[6] https://www.liberation.fr/checknews/2019/11/25/retraites-quel-est-le-deficit-des-regimes-speciaux-ratp-sncf-et-ieg-et-a-quoi-est-il-du_1765407
[4] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/ratp-le-metro-de-paris-est-au-bord-de-l-asphyxie-avec-souvent-plus-de-4-personnes-par-metre-carre-11-11-2019-8191038.php
[4] https://www.bfmtv.com/societe/greve-du-5-decembre-des-cadres-ratp-formes-pour-conduire-les-rer-et-les-metros-1815328.html
[2] https://www.liberation.fr/checknews/2019/11/24/retraite-temps-de-travail-verites-et-intox-sur-les-avantages-des-agents-de-la-ratp_1764730?utm_medium=Social&utm_source=Twitter#Echobox=1574589693
[2] https://www.liberation.fr/checknews/2019/11/25/retraites-quel-est-le-deficit-des-regimes-speciaux-ratp-sncf-et-ieg-et-a-quoi-est-il-du_1765407?utm_medium=Social&utm_source=Twitter#Echobox=1574697794
[2] https://lexpansion.lexpress.fr/actualite-economique/greve-du-5-decembre-la-ratp-locomotive-du-combat-contre-la-reforme-des-retraites_2108395.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter&Echobox=1574723555#xtor=CS3-5083
[2] https://twitter.com/Portes_Thomas/status/1200374454582423557

Top URLs in Tweet in G7:
[8] https://www.francetvinfo.fr/economie/retraite/reforme-des-retraites/un-retraite-d-edf-de-la-ratp-ou-de-la-sncf-touche-t-il-vraiment-une-pension-de-3-700-ou-2-600-euros-par-mois_3718087.html
[6] https://www.objetconnecte.com/smart-city-ratp-accelerateur
[6] https://parissecret.com/greve-ratp-a-paris-a-partir-du-5-decembre-ce-sera-zero-metro-zero-rer/
[6] https://www.lemonde.fr/economie/article/2019/11/26/a-la-ratp-la-crainte-d-une-greve-dure-et-durable_6020510_3234.html
[6] https://www.bfmtv.com/societe/greve-du-5-decembre-des-cadres-ratp-formes-pour-conduire-les-rer-et-les-metros-1815328.html
[5] https://www.challenges.fr/economie/social/sncf-ratp-air-france-ecoles-carburants-qui-fera-greve-le-5-decembre-contre-la-reforme-des-retraites_686900
[4] https://twitter.com/lauriannerossi/status/1198598227018342400
[4] http://www.leparisien.fr/economie/greve-du-5-decembre-sncf-ratp-enseignants-avocats-le-point-sur-la-mobilisation-a-j-7-28-11-2019-8203935.php
[4] https://www.france24.com/fr/20191128-france-qui-fera-greve-5-decembre-ratp-sncf
[3] https://www.lesechos.fr/industrie-services/tourisme-transport/exclusif-la-ratp-et-getlink-sallient-pour-participer-a-la-prochaine-concurrence-sur-les-lignes-ter-1150158

Top URLs in Tweet in G8:
[28] http://www.leparisien.fr/economie/greve-du-5-decembre-sncf-ratp-enseignants-avocats-le-point-sur-la-mobilisation-a-j-7-28-11-2019-8203935.php
[7] http://www.leparisien.fr/economie/greve-du-5-decembre-sncf-ratp-enseignants-avocats-le-point-sur-la-mobilisation-a-j-7-28-11-2019-8203935.php?utm_campaign=twitter_partage&utm_medium=social
[3] https://lareclame.fr/datagif-bilan-ratp-rera-226754
[3] https://actu.fr/ile-de-france/paris_75056/greve-5-decembre-la-ratp-la-sncf-promotions-limiter-casse_29686002.html
[3] https://inscription.cityscoot.eu/Q591LO
[2] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/greve-du-5-decembre-des-promotions-sur-la-location-de-voitures-scooters-trottinettes-et-velos-28-11-2019-8203914.php
[2] https://www.zoov.eu/fr/app/?utm_source=social&utm_medium=twitter&utm_campaign=event_201912_ratp&utm_content=rebond-leparisien
[2] https://www.lesechos.fr/industrie-services/tourisme-transport/greve-du-5-decembre-les-cadres-de-reserve-mobilises-a-la-sncf-et-la-ratp-1152435#xtor=CS1-26
[2] https://www.lesechos.fr/economie-france/social/0602317357935-sncf-ratp-le-gouvernement-en-quete-dune-alternative-a-la-clause-du-grand-pere-2309625.php?xtor=rss-51
[2] https://www.europe1.fr/economie/la-ratp-sattend-a-un-trafic-fortement-perturbe-a-partir-du-5-decembre-3934103#utm_term=Autofeed&utm_medium=Social&xtor=CS1-16&utm_source=Twitter&Echobox=1574939945

Top URLs in Tweet in G9:
[17] https://limportant.fr/infos-politique/1/497060
[10] https://www.bfmtv.com/societe/greve-du-5-decembre-des-cadres-ratp-formes-pour-conduire-les-rer-et-les-metros-1815328.html
[10] https://www.lemonde.fr/economie/article/2019/11/26/a-la-ratp-la-crainte-d-une-greve-dure-et-durable_6020510_3234.html
[9] https://www.bfmtv.com/societe/greve-du-5-decembre-des-cadres-ratp-formes-pour-conduire-les-rer-et-les-metros-1815328.html#page/contribution/index
[8] https://www.liberation.fr/amphtml/checknews/2019/11/27/la-retraite-moyenne-de-la-ratp-est-elle-superieure-de-2-445-euros-a-celle-du-secteur-prive_1765626?__twitter_impression=true
[5] https://www.bfmtv.com/economie/ratp-et-sncf-pourquoi-la-greve-du-5-decembre-risque-de-se-prolonger-pendant-plusieurs-jours-1810267.html
[5] https://www.francebleu.fr/infos/economie-social/greve-du-5-decembre-la-ratp-et-la-sncf-vont-mobiliser-des-cadres-pour-conduire-les-rames-1575024580
[5] https://limportant.fr/infos-societe/9/496917
[5] https://www.francebleu.fr/infos/transports/greve-du-5-decembre-la-ratp-propose-des-solutions-alternatives-aux-voyageurs-1574939685#xtor=RSS-115
[3] https://www.francebleu.fr/infos/economie-social/greve-du-5-decembre-la-ratp-et-la-sncf-vont-mobiliser-des-cadres-pour-conduire-les-rames-1575024580#xtor=RSS-115

Top URLs in Tweet in G10:
[4] https://actu.fr/societe/greve-illimitee-partir-5-decembre-ne-pas-payer-tickets-ratp-sncf-une-bonne-idee_29518564.html
[1] https://actu.fr/societe/greve-illimitee-partir-5-decembre-ne-pas-payer-tickets-ratp-sncf-une-bonne-idee_29518564.html/amp?__twitter_impression=true
[1] https://twitter.com/franceinfo/status/1200287882826657792
[1] https://www.bfmtv.com/societe/greve-du-5-decembre-des-cadres-ratp-formes-pour-conduire-les-rer-et-les-metros-1815328.html#page/contribution/index
[1] https://www.lemonde.fr/economie/article/2019/11/26/a-la-ratp-la-crainte-d-une-greve-dure-et-durable_6020510_3234.html
[1] https://www.bfmtv.com/societe/greve-du-5-decembre-des-cadres-ratp-formes-pour-conduire-les-rer-et-les-metros-1815328.html
[1] https://vivreparis.fr/greve-illimitee-a-la-ratp-il-pourrait-ny-avoir-aucun-metro-ni-rer-en-decembre/
[1] https://www.ccomptes.fr/system/files/2019-07/20190716-rapport-regimes-speciaux-retraite.pdf
[1] https://www.revolutionpermanente.fr/La-RATP-et-la-police-portent-plainte-pour-des-affiches-sur-les-violences-policieres?fbclid=IwAR02a4Znh0d9S4mgCGw_YVdd3cqKEwnYQaVtzVl6ticvjJJ6AvLejkgltTM
[1] https://twitter.com/fhommeril/status/1198727604540518400

Top Domains
Top Domains in Tweet in Entire Graph:
[457] twitter.com
[152] liberation.fr
[119] francetvinfo.fr
[116] leparisien.fr
[98] bfmtv.com
[92] ratp.fr
[77] lepoint.fr
[52] lpnt.fr
[41] lesechos.fr
[38] lemonde.fr

Top Domains in Tweet in G1:
[56] twitter.com
[39] liberation.fr
[25] revolutionpermanente.fr
[24] leparisien.fr
[15] youtube.com
[15] cnews.fr
[11] francetvinfo.fr
[9] bfmtv.com
[8] lexpress.fr
[6] actu.fr

Top Domains in Tweet in G2:
[61] twitter.com
[49] lepoint.fr
[47] lpnt.fr
[13] lci.fr
[11] lefigaro.fr
[10] ccomptes.fr
[10] liberation.fr
[9] lesechos.fr
[5] bfmtv.com
[5] leparisien.fr

Top Domains in Tweet in G3:
[4] twitter.com
[1] lesechos.fr
[1] cnews.fr
[1] lci.fr

Top Domains in Tweet in G4:
[72] ratp.fr
[47] twitter.com
[26] bfmtv.com
[11] leparisien.fr
[9] youtube.com
[8] actu.fr
[7] liberation.fr
[7] francetvinfo.fr
[5] lepoint.fr
[4] lesechos.fr

Top Domains in Tweet in G5:
[16] twitter.com
[7] leparisien.fr
[2] lemonde.fr
[2] lepoint.fr
[2] news-republic.com
[2] liberation.fr
[1] latribune.fr
[1] google.com
[1] islamophobie.net
[1] lexpress.fr

Top Domains in Tweet in G6:
[35] liberation.fr
[19] twitter.com
[5] leparisien.fr
[4] lexpress.fr
[4] bfmtv.com
[3] francetvinfo.fr
[2] ifrap.org
[2] lepoint.fr
[1] linkedin.com
[1] lesechos.fr

Top Domains in Tweet in G7:
[82] twitter.com
[17] francetvinfo.fr
[12] lesechos.fr
[11] liberation.fr
[10] bfmtv.com
[8] msn.com
[7] objetconnecte.com
[7] lemonde.fr
[7] france24.com
[7] challenges.fr

Top Domains in Tweet in G8:
[44] leparisien.fr
[14] twitter.com
[8] lesechos.fr
[7] actu.fr
[5] liberation.fr
[4] cnews.fr
[4] francetvinfo.fr
[4] lareclame.fr
[3] ratp.fr
[3] europe1.fr

Top Domains in Tweet in G9:
[28] bfmtv.com
[23] limportant.fr
[13] francebleu.fr
[12] lemonde.fr
[9] liberation.fr
[4] twitter.com
[3] lefigaro.fr
[3] afp.com
[2] leparisien.fr
[2] cnews.fr

Top Domains in Tweet in G10:
[5] actu.fr
[2] twitter.com
[2] bfmtv.com
[1] lemonde.fr
[1] vivreparis.fr
[1] ccomptes.fr
[1] revolutionpermanente.fr
[1] leparisien.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2518] ratp
[1306] sncf
[1204] greve5decembre
[774] 5decembre
[580] 5décembre
[495] retraites
[427] macron
[319] edf
[245] grève5décembre
[219] giletsjaunes



Top Hashtags in Tweet in G1:
[659] ratp
[560] 5decembre
[560] sncf
[465] greve5decembre
[402] 5décembre
[345] macron
[193] giletsjaunes
[171] retraites
[109] reformedesretraites
[93] grevegenerale

Top Hashtags in Tweet in G2:
[529] ratp
[355] sncf
[102] edf
[99] cgt
[97] le5jetravaille
[94] greve5decembre
[84] sud
[61] 5decembre
[45] retraites
[43] grève

Top Hashtags in Tweet in G3:
[17] ratp
[11] 5décembre
[11] 5decembre
[9] sncf
[7] greve5decembre
[6] macron
[5] retraites
[5] grevedu5decembre
[4] greve
[3] giletsjaunes

Top Hashtags in Tweet in G4:
[641] ratp
[79] rerb
[66] ligne9
[59] sncf
[56] ligne11
[46] ligne4
[46] greve5decembre
[44] contrat
[38] rera
[36] paris

Top Hashtags in Tweet in G5:
[175] retraites
[135] ratp
[52] grève5décembre
[32] 5decembre2019
[32] sncf
[26] métroconcorde
[25] 5décembre
[24] grève
[22] aimerparis
[20] 5decembre

Top Hashtags in Tweet in G6:
[474] greve5decembre
[24] ratp
[21] 5decembre
[16] sncf
[7] macron
[4] edf
[4] grèvedelagratuité
[4] 5décembre
[3] retraite
[3] 5decembre2019

Top Hashtags in Tweet in G7:
[127] ratp
[51] sncf
[22] paris
[14] 5décembre
[12] coworking
[10] 5decembre
[9] retraites
[8] retraite
[8] vélo
[7] greve

Top Hashtags in Tweet in G8:
[38] ratp
[36] 5décembre
[25] ligne13
[21] greve5decembre
[10] paris
[7] transport
[7] retraites
[7] forumcitylife
[5] sncf
[4] grève5décembre

Top Hashtags in Tweet in G9:
[74] grève5décembre
[18] ratp
[14] greve5decembre
[14] politique
[12] retraites
[11] 5decembre
[7] alaune
[7] 5décembre
[4] sncf
[3] paris

Top Hashtags in Tweet in G10:
[11] 5décembre
[11] 5decembre
[10] greve5decembre
[8] ratp
[7] sncf
[3] avocats
[3] agriculteurs
[1] grève
[1] larem
[1] godillotsbloc

Top Words
Top Words in Tweet in Entire Graph:
[1744] Words in Sentiment List#1: Positive
[2784] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[586581] Non-categorized Words
[591109] Total Words
[12782] ratp
[7986] sncf
[5323] grève
[4338] france
[3344] #ratp

Top Words in Tweet in G1:
[2668] ratp
[1793] sncf
[1192] grève
[994] #ratp
[846] #sncf
[763] #greve5decembre
[761] #5decembre
[659] contre
[643] appels
[638] décembre

Top Words in Tweet in G2:
[2964] ratp
[1592] sncf
[1090] par
[1077] retraite
[967] leurs
[872] euros
[807] régimes
[806] plus
[797] ans
[752] #ratp

Top Words in Tweet in G3:
[2396] france
[1817] ratp
[1790] sncf
[1728] air
[1704] fonctionnaires
[1683] taxis
[1683] ambulanciers
[1683] transporteurs
[1683] professeurs
[1683] infirmiers

Top Words in Tweet in G4:
[920] ratp
[743] #ratp
[447] ligne
[447] ce
[424] trafic
[380] sncf
[316] plus
[313] grève
[285] clientsratp
[275] service

Top Words in Tweet in G5:
[773] ratp
[544] sncf
[414] ans
[366] amp
[354] par
[350] faire
[346] ce
[311] #macron
[266] contre
[261] salarié

Top Words in Tweet in G6:
[489] cette
[485] avant
[476] #greve5decembre
[474] parisien
[473] compare
[473] incomparables
[472] infographie
[471] publiée
[471] initialement
[471] septembre

Top Words in Tweet in G7:
[510] ratp
[142] sncf
[130] grève
[129] #ratp
[109] décembre
[62] par
[56] ils
[55] c'est
[54] mais
[54] france

Top Words in Tweet in G8:
[354] ratp
[150] sncf
[125] ligne13_ratp
[109] #greve5decembre
[96] décembre
[87] aux
[79] grève
[77] avocats
[76] gt
[70] transports

Top Words in Tweet in G9:
[353] ratp
[212] grève
[165] décembre
[137] sncf
[104] ce
[97] mois
[84] durable
[84] salaire
[82] fin
[80] double

Top Words in Tweet in G10:
[422] par
[251] sncf
[233] grève
[217] ce
[210] plus
[209] sud
[209] gouvernement
[208] c'est
[206] veulent
[206] bloquer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4451] sncf,ratp
[2796] air,france
[2488] ratp,taxis
[2485] taxis,ambulanciers
[2484] poste,étudiants
[2472] france,fonctionnaires
[2470] urgentistes,poste
[2444] transporteurs,air
[2443] infirmiers,urgentistes
[2442] ambulanciers,transporteurs

Top Word Pairs in Tweet in G1:
[699] sncf,ratp
[612] ratp,sncf
[440] air,france
[427] ratp,taxis
[427] taxis,ambulanciers
[427] #sncf,#ratp
[426] poste,étudiants
[425] france,fonctionnaires
[421] ambulanciers,transporteurs
[421] transporteurs,air

Top Word Pairs in Tweet in G2:
[694] sncf,ratp
[643] régimes,spéciaux
[441] cour,comptes
[372] ratp,sncf
[351] milliards,euros
[289] euros,mois
[277] #sncf,#ratp
[252] cheminots,sncf
[247] agents,ratp
[212] 57,ans

Top Word Pairs in Tweet in G3:
[1728] air,france
[1717] sncf,ratp
[1703] france,fonctionnaires
[1683] ratp,taxis
[1683] taxis,ambulanciers
[1683] professeurs,infirmiers
[1682] ambulanciers,transporteurs
[1682] transporteurs,air
[1682] fonctionnaires,professeurs
[1682] urgentistes,poste

Top Word Pairs in Tweet in G4:
[121] sncf,ratp
[120] ratp,sncf
[112] trafic,perturbé
[111] service,minimum
[73] idfmobilites,#ratp
[67] alstom,bombardier
[67] 12,13
[67] trafic,rétabli
[66] #ratp,passent
[66] passent,commande

Top Word Pairs in Tweet in G5:
[259] sncf,ratp
[151] tous,français
[147] #retraites,rapport
[147] rapport,cor
[147] cor,creuser
[147] creuser,fait
[147] fait,rien
[147] rien,justifie
[147] justifie,réforme
[147] réforme,baisser

Top Word Pairs in Tweet in G6:
[472] cette,infographie
[471] infographie,publiée
[471] publiée,initialement
[471] initialement,septembre
[471] septembre,parisien
[471] parisien,circule
[471] circule,nouveau
[471] nouveau,avant
[471] avant,#greve5decembre
[471] #greve5decembre,fausse

Top Word Pairs in Tweet in G7:
[68] sncf,ratp
[61] ratp,sncf
[52] grève,décembre
[27] #sncf,#ratp
[23] réforme,retraites
[21] partir,décembre
[20] grève,ratp
[18] contre,réforme
[17] régimes,spéciaux
[16] #ratp,#sncf

Top Word Pairs in Tweet in G8:
[71] sncf,ratp
[61] trottinettes,vélos
[60] info,parisien
[60] parisien,location
[60] location,voitures
[60] voitures,scooters
[60] scooters,trottinettes
[60] vélos,ratp
[60] ratp,retenu
[60] retenu,32

Top Word Pairs in Tweet in G9:
[80] décembre,double
[80] double,salaire
[76] 13e,mois
[76] mois,versé
[74] #grève5décembre,élément
[74] élément,vient
[74] vient,renforcer
[74] renforcer,craintes
[74] craintes,grève
[74] grève,durable

Top Word Pairs in Tweet in G10:
[205] sncf,gouvernement
[204] propose,grève
[204] grève,par
[204] par,gratuité
[204] gratuité,plus
[204] plus,gêner
[204] gêner,écope
[204] écope,d'un
[204] d'un,refus
[204] refus,sncf

Top Replied-To
Top Replied-To in Entire Graph:
@ligne9_ratp
@lauriannerossi
@clientsratp
@gerardfiloche
@ligne4_ratp
@hk__49_3
@t1_ratp
@ligne1_ratp
@ligne7_ratp
@ligne13_ratp

Top Replied-To in G1:
@gerardfiloche
@tropical_boy
@jacquescolignon
@hk__49_3
@libe
@anticor_org
@bayrou
@cnews
@ludivine_bantig
@sudradio

Top Replied-To in G2:
@hk__49_3
@audreyandcolci
@lacgtcommunique
@ianbrossat
@tcabarrus
@24hpujadas
@stopmlpetjlm
@franceinfo
@serviceratp
@manonaubryfr

Top Replied-To in G3:
@alertesinfos
@jcpquoidire
@nicolabaka
@christianrma83
@soukabdh
@saaarahlvf
@imangeless_
@lemonpast
@notateur
@plataop76626844

Top Replied-To in G4:
@ligne9_ratp
@clientsratp
@ligne4_ratp
@ligne1_ratp
@t1_ratp
@ligne7_ratp
@ligne6_ratp
@rerb
@parmatt_75
@idfmobilites

Top Replied-To in G5:
@sjallamion
@ephilippepm
@imedmagroune2
@jacqueskerouac
@ligne1_ratp
@l_oranaise_
@jmaphatie
@olbesancenot
@michelserre41
@catherine7515

Top Replied-To in G6:
@checknewsfr
@lexpress
@laetitiamaeren
@zebodag
@cgtdisiraab
@miquendroid
@ddylan_b
@azornet41
@patouneverte
@tobetwitt

Top Replied-To in G7:

Top Replied-To in G8:
@ligne13_ratp
@le_parisien
@clientsratp
@ngcmasson
@golldrequiem
@johanidf
@t6_ratp
@agentsnowhite
@faravelo
@fmatonti

Top Replied-To in G9:
@bfmtv
@lemondefr
@lci
@ianbrossat
@portes_thomas
@le_figaro
@x_xdir
@inffred89
@limportant_fr
@patbannelier

Top Replied-To in G10:
@sudrailcentraux
@pierrotpouet
@millerofficiel
@steph_boillon
@decerebrelrem
@mbompard
@chagrin2010
@marcdevaux
@bfm_eco
@lsstephane

Top Mentioned
Top Mentioned in Entire Graph:
@clientsratp
@ratpgroup
@idfmobilites
@ephilippepm
@n_lecaussin
@ecolo_paris
@ligne1_ratp
@ligne4_ratp
@ratp
@franceinfo

Top Mentioned in G1:
@ecolo_paris
@libe
@revpermanente
@levepoing
@franceinfo
@lesnutwitte
@gerardfiloche
@ephilippepm
@richardferrand
@ericbezousud

Top Mentioned in G2:
@n_lecaussin
@lepoint
@lci
@telematin
@gilleslegendre
@audrey_crespo
@emmanuelmacron
@le_figaro
@fondapol
@cgtchomeurs56

Top Mentioned in G3:
@alertesinfos
@franceinfo
@ephilippepm
@christianrma83
@nicolabaka
@ecolo_paris
@secinahs
@fabricef_off
@saaarahlvf
@nico_wly

Top Mentioned in G4:
@clientsratp
@idfmobilites
@ratpgroup
@ligne1_ratp
@ligne4_ratp
@ligne11_ratp
@vpecresse
@ligne9_ratp
@ligne7_ratp
@ratpgroup_terr

Top Mentioned in G5:
@ephilippepm
@ratpgroup
@lepoint
@jmaphatie
@telematin
@vpecresse
@caroline_roux
@ch_coulon
@emmanuelmacron
@ligne13_ratp

Top Mentioned in G6:
@checknewsfr
@cgt
@ju_pite_rien
@unicorne44
@team_arslr
@vincentd_91
@conducteur_ter
@hebert_virginie
@20minutes
@pamab06

Top Mentioned in G7:
@journallavieeco

Top Mentioned in G8:
@ratp
@ligne13_ratp
@le_parisien
@sncf
@groupesncf
@nicolasberrod
@ratpgroup
@lpa
@naxicap

Top Mentioned in G9:
@bfmtv
@lemondefr
@ericbeziat
@christiangervi1
@ianbrossat
@enmarchefr
@bfm_eco
@le_parisien
@petimiti
@marclandes40

Top Mentioned in G10:
@pariszigzag
@ratpgroup
@cgttuifrance
@sudrailcentraux
@lacgtcommunique
@germainelafran1
@do_56
@lilleinsurgee
@ryhab93
@bfmtv

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@danielpilotte
@afropages
@titrespresse
@loupo85
@jstlangevin
@blabalade
@heelleclech
@mlnangalama
@languillem

Top Tweeters in G1:
@danielpilotte
@jstlangevin
@blabalade
@maria_andy2
@_redfrog
@m2bliquis
@saragomezaranci
@loudl
@bonsoirmichel
@she534

Top Tweeters in G2:
@le_figaro
@costeslioneler
@o_franco_aleman
@marclandes40
@birgit4453
@anydel
@yohanncrn
@kingthedarkdhn
@sol121nadia
@bo_chart

Top Tweeters in G3:
@sossopsg75974
@elisahk92
@mounmir
@driikoabj
@jdnyemb
@maelarnaudh
@kaimsalamanca
@reawrightzz
@karimetteb
@_fredoush

Top Tweeters in G4:
@loupo85
@francemob
@legrouxvincent
@franceafrik
@michaellatota
@pouceopposable
@zgur_
@tkysk8r
@pschydlowski
@vkarole1

Top Tweeters in G5:
@languillem
@patricia691503
@mcraffermi
@lacpure
@votezpoisson
@minilicorne69
@edira2
@lagrosta
@ngourd
@mfennormandie

Top Tweeters in G6:
@revolution_fr
@dascritch
@20minutes
@meryl_b_89
@nicoleodera
@htan987
@keller_lind
@the_best_man_57
@lumpmatuer
@lejdd

Top Tweeters in G7:
@cas_2050001283
@afropages
@titrespresse
@akemoi
@econewsn1
@revuedepresse30
@turcoscerra
@megabox_2424
@youthburzek
@yonnescaut

Top Tweeters in G8:
@rousseauagnes
@sncf
@lesechos
@vrenanan
@liberte46879517
@le_parisien
@europe1
@gpolosecki
@kenzo_nsana
@psginna

Top Tweeters in G9:
@limportant_fr
@clems76lh
@maguyboivin
@bfmtv
@mariacabadas
@lemondefr
@icp3_zero
@coolise
@lopezdominique2
@hibiscusflow

Top Tweeters in G10:
@do_56
@voltuan
@mansan_man
@pbrenon
@un_ouragan
@claudeclerc
@jesuismeow
@cathe6915
@fentychuck
@ouzouer


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