RATP, Twitter, 12/11/2019 2:02:23 PM, 218639


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RATP_2019-12-11_00-38-55.xlsx
RATP_2019-12-11_00-38-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 11, 2019
Short Description:
RATP via NodeXL http://bit.ly/2YDDe4V
@graaciya
@lema_leonie
@nikishey
@so_mkb
@bradleyalphonse
@aiphanmarcel
@lujipekachu
@diogenedarc
@thierrypram
@lordmahammer

Top hashtags:
#ratp
#sncf
#greves
#wagonabestiaux
#raslebol
#retraites
#grevegenerale
#giletsjaunes

Description:
Description
The graph represents a network of 4,997 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 Wednesday, 11 December 2019 at 08:39 UTC.

The requested start date was Wednesday, 11 December 2019 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 4-hour, 42-minute period from Tuesday, 10 December 2019 at 20:18 UTC to Wednesday, 11 December 2019 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 : 4997
Unique Edges : 5248
Edges With Duplicates : 222
Total Edges : 5470
Number of Edge Types : 3
Mentions : 4920
Replies to : 205
Tweet : 345
Self-Loops : 345
Reciprocated Vertex Pair Ratio : 0.00199163513244374
Reciprocated Edge Ratio : 0.00397535281256211
Connected Components : 340
Single-Vertex Connected Components : 134
Maximum Vertices in a Connected Component : 4236
Maximum Edges in a Connected Component : 4716
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 4.199108
Graph Density : 0.000201522034117188
Modularity : 0.714056
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 4,997 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 Wednesday, 11 December 2019 at 08:39 UTC.

The requested start date was Wednesday, 11 December 2019 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 4-hour, 42-minute period from Tuesday, 10 December 2019 at 20:18 UTC to Wednesday, 11 December 2019 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 : 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:
[41] https://twitter.com/jsuis1meuf/status/1194661211041873920
[10] https://www.lesechos.fr/industrie-services/tourisme-transport/greve-du-11-decembre-a-la-sncf-et-a-la-ratp-les-previsions-de-trafic-1155239#xtor=CS1-26
[6] https://www.lefigaro.fr/flash-eco/ratp-le-trafic-sera-extremement-perturbe-mercredi-11-decembre-20191210
[4] https://twitter.com/SouriceauParis/status/1204306637089116166
[4] https://www.lefigaro.fr/social/2019/12/10/20011-20191210LIVWWW00001-greve-10-decembre-ratp-sncf-metro-rer-bouchon-manifestation-reforme-retraite-transport.php
[4] https://www.lemonde.fr/economie/article/2019/12/10/comment-la-sncf-et-la-ratp-gerent-les-cohues-de-la-greve_6022398_3234.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1576013966
[4] https://www.lesechos.fr/economie-france/social/retraites-les-syndicats-de-la-sncf-et-de-la-ratp-reclament-la-clause-du-grand-pere-1155215
[3] https://www.lepoint.fr/invites-du-point/jean-nouailhac/nouailhac-question-privileges-la-ratp-bat-tous-les-records-26-03-2018-2205512_2428.php
[3] https://twitter.com/cuntydoll/status/1203759541260820480
[3] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/il-faut-une-reforme-un-chauffeur-de-bus-ratp-non-greviste-temoigne-09-12-2019-8213514.php?utm_campaign=twitter_partage&utm_medium=social

Top URLs in Tweet in G2:
[2] https://twitter.com/jsuis1meuf/status/1194661211041873920

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1204560919122055168
[1] https://twitter.com/i/web/status/1204504561068773377

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1203965554698137600
[1] https://twitter.com/i/web/status/1204021608341549057

Top URLs in Tweet in G5:
[2] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/greve-ratp-et-sncf-les-joies-de-la-marche-a-pied-10-12-2019-8214426.php
[1] https://twitter.com/i/web/status/1204496153485758465
[1] https://www.francetvinfo.fr/economie/retraite/reforme-des-retraites/direct-greve-du-10-decembre-suivez-la-journee-de-mobilisation-a-la-ratp-et-la-sncf-en-temps-reel-et-les-perturbations-dans-les-ecoles-et-les-creches_3737449.html?ua_send_id=eyJ2ZXJzaW9uX2lkIjoxLCJwdXNoX2lkIjoiZTg2ZGU3NTItMWMxMS00OGFkLWJkODYtMzVhYTk1OTM2MGQ3IiwicmV0YXJnZXRpbmciOmZhbHNlfQ%3D%3D
[1] https://www.ouest-france.fr/economie/greve/greve-contre-la-reforme-des-retraites-sncf-ratp-ecoles-ce-qui-vous-attend-ce-mardi-10-decembre-6645963
[1] https://twitter.com/i/web/status/1204497390679539714
[1] https://twitter.com/i/web/status/1204498565843898378
[1] https://twitter.com/i/web/status/1204499208843276289
[1] https://twitter.com/i/web/status/1204499259468455944
[1] https://twitter.com/i/web/status/1204499350489042944
[1] https://twitter.com/i/web/status/1204499817382187009

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1204383631776665600
[1] https://twitter.com/i/web/status/1204442277067788288
[1] https://twitter.com/i/web/status/1204290201566232576
[1] https://twitter.com/i/web/status/1204505995206123520
[1] http://www.revolutionpermanente.fr/Paris-1000-etudiants-defilent-au-cotes-des-agents-RATP-nous-sommes-tous-des-enfants-de-la-greve
[1] https://twitter.com/i/web/status/1204314970009296896
[1] https://twitter.com/i/web/status/1204302951117991941
[1] https://twitter.com/i/web/status/1203955668715225088
[1] https://twitter.com/i/web/status/1204539453840203780
[1] https://twitter.com/i/web/status/1204531904709574656

Top URLs in Tweet in G8:
[2] https://twitter.com/cycylienne/status/1204486863895113736
[1] https://twitter.com/i/web/status/1204430242447863808
[1] https://twitter.com/i/web/status/1204273376577097728
[1] https://twitter.com/i/web/status/1204063959147597824
[1] https://twitter.com/i/web/status/1204542474536005633
[1] https://twitter.com/i/web/status/1204540073787703297
[1] https://twitter.com/i/web/status/1204538914662494209
[1] https://twitter.com/i/web/status/1204525853348179975
[1] https://twitter.com/i/web/status/1204534886272569348
[1] https://twitter.com/i/web/status/1204536622458511360

Top URLs in Tweet in G10:
[3] https://www.lefigaro.fr/flash-eco/ratp-le-trafic-sera-extremement-perturbe-mercredi-11-decembre-20191210
[2] https://www.rtl.fr/actu/debats-societe/reforme-des-retraites-alexandre-benalla-denonce-les-privilegies-de-la-ratp-7799661165
[1] https://twitter.com/i/web/status/1204519966671876096
[1] https://twitter.com/i/web/status/1204430500640759810
[1] https://twitter.com/i/web/status/1204519448377466881
[1] https://twitter.com/i/web/status/1204447102413234181
[1] https://twitter.com/i/web/status/1204447302569594888
[1] https://twitter.com/i/web/status/1204527246934978560
[1] https://www.lefigaro.fr/social/2019/12/10/20011-20191210LIVWWW00001-greve-10-decembre-ratp-sncf-metro-rer-bouchon-manifestation-reforme-retraite-transport.php

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[390] ratp
[149] sncf
[77] greves
[66] wagonabestiaux
[66] raslebol
[65] retraites
[64] grevegenerale
[63] giletsjaunes
[59] retraite
[56] greve10décembre



Top Hashtags in Tweet in G1:
[1] grève

Top Hashtags in Tweet in G5:
[16] ratp
[6] sncf
[4] greve11decembre
[2] grèves
[2] velib
[2] sncfgreve
[2] retraites
[1] greve12decembre
[1] 10decembre2019
[1] rentreavectespieds

Top Hashtags in Tweet in G6:
[103] ratp
[66] greves
[58] giletsjaunes
[55] sncf
[53] retraites
[52] retraite
[50] grevegenerale
[49] greve10décembre
[49] delevoye
[49] edouardphilippe

Top Hashtags in Tweet in G8:
[36] ratp
[26] métro
[26] rer
[4] sncf
[3] transports
[3] greve
[2] bigup
[2] cm
[1] grevegenerale

Top Hashtags in Tweet in G10:
[64] wagonabestiaux
[64] raslebol
[64] ratp

Top Words
Top Words in Tweet in Entire Graph:
[56] Words in Sentiment List#1: Positive
[146] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[102728] Non-categorized Words
[102930] Total Words
[4660] ratp
[3614] grève
[3260] contrôleurs
[1946] attendez
[1939] comment

Top Words in Tweet in G1:
[1721] ratp
[1719] culot
[1718] graaciya
[1718] attendez
[1718] comment
[1718] sa
[1718] contrôleurs
[1718] alors
[1718] grève
[1718] définition

Top Words in Tweet in G2:
[1435] ratp
[1428] contrôleurs
[1428] grève
[1290] sont
[1290] malade
[1290] font
[1290] mais
[1290] ose
[1290] mettre
[1290] explique

Top Words in Tweet in G3:
[295] ratp
[243] so_mkb
[239] rembourser
[237] fin
[237] mois
[237] quand
[237] leur
[237] demandera
[237] passnavigo
[237] 75

Top Words in Tweet in G4:
[267] ratp
[230] nikishey
[215] décembre
[213] bon
[213] vie
[213] dma
[213] mère
[213] allez
[213] rembourser
[213] ma

Top Words in Tweet in G5:
[88] ratp
[33] grève
[22] sncf
[17] mais
[16] #ratp
[13] ce
[11] ça
[10] c'est
[10] bus
[10] fait

Top Words in Tweet in G6:
[103] #ratp
[66] #greves
[61] étudiants
[60] dépôt
[58] #giletsjaunes
[55] #sncf
[53] #retraites
[52] #retraite
[50] #grevegenerale
[49] #greve10décembre

Top Words in Tweet in G7:
[118] ratp
[116] grève
[110] sncf
[110] chauffeurs
[110] uber
[109] petitcon_
[6] contrôleurs
[5] graaciya
[5] attendez
[5] comment

Top Words in Tweet in G8:
[54] trafic
[41] clientsratp
[36] #ratp
[34] ratp
[30] mouvement
[30] social
[30] réseaux
[28] fortement
[28] perturbé
[27] demain

Top Words in Tweet in G9:
[100] ratp
[88] elkninoo
[84] mdr
[84] application
[84] carrement
[84] ils
[84] ont
[84] dit
[84] marcher
[84] basic

Top Words in Tweet in G10:
[67] grève
[66] france
[64] tranche
[64] vie
[64] transports
[64] île
[64] macronie
[64] #wagonabestiaux
[64] #raslebol
[64] #ratp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1910] attendez,comment
[1910] comment,sa
[1910] sa,contrôleurs
[1910] contrôleurs,alors
[1910] alors,grève
[1910] grève,définition
[1910] définition,culot
[1910] culot,ratp
[1909] graaciya,attendez
[1390] grève,mais

Top Word Pairs in Tweet in G1:
[1718] attendez,comment
[1718] comment,sa
[1718] sa,contrôleurs
[1718] contrôleurs,alors
[1718] alors,grève
[1718] grève,définition
[1718] définition,culot
[1718] culot,ratp
[1717] graaciya,attendez

Top Word Pairs in Tweet in G2:
[1290] ratp,sont
[1290] sont,malade
[1290] malade,font
[1290] font,grève
[1290] grève,mais
[1290] mais,ose
[1290] ose,mettre
[1290] mettre,contrôleurs
[1290] contrôleurs,explique
[1289] lema_leonie,ratp

Top Word Pairs in Tweet in G3:
[237] ratp,fin
[237] fin,mois
[237] mois,quand
[237] quand,leur
[237] leur,demandera
[237] demandera,rembourser
[237] rembourser,passnavigo
[237] passnavigo,75
[237] 75,20
[236] so_mkb,ratp

Top Word Pairs in Tweet in G4:
[213] bon,ratp
[213] ratp,vie
[213] vie,dma
[213] dma,mère
[213] mère,allez
[213] allez,rembourser
[213] rembourser,ma
[213] ma,navigo
[213] navigo,décembre
[213] décembre,ainsi

Top Word Pairs in Tweet in G5:
[13] sncf,ratp
[6] 11,décembre
[6] ratp,sncf
[4] 10,lignes
[3] grève,ratp
[3] bus,ratp
[3] ratp,remboursez
[3] gens,ratp
[3] #sncf,#ratp
[3] non,gréviste

Top Word Pairs in Tweet in G6:
[49] #greve10décembre,#greves
[49] #greves,#grevegenerale
[49] #grevegenerale,#retraite
[49] #retraite,#sncf
[49] #sncf,#retraites
[49] #retraites,#giletsjaunes
[49] #giletsjaunes,#ratp
[49] #ratp,#delevoye
[49] #delevoye,#edouardphilippe
[47] tropical_boy,#greve10décembre

Top Word Pairs in Tweet in G7:
[110] ratp,sncf
[110] sncf,grève
[110] grève,chauffeurs
[110] chauffeurs,uber
[109] petitcon_,ratp
[5] graaciya,attendez
[5] attendez,comment
[5] comment,sa
[5] sa,contrôleurs
[5] contrôleurs,alors

Top Word Pairs in Tweet in G8:
[30] mouvement,social
[28] social,trafic
[28] fortement,perturbé
[27] clientsratp,mouvement
[26] trafic,restera
[26] restera,fortement
[26] perturbé,demain
[26] demain,réseaux
[26] réseaux,#métro
[26] #métro,#rer

Top Word Pairs in Tweet in G9:
[84] mdr,application
[84] application,ratp
[84] ratp,carrement
[84] carrement,ils
[84] ils,ont
[84] ont,dit
[84] dit,marcher
[84] marcher,basic
[84] basic,fit
[84] fit,ici

Top Word Pairs in Tweet in G10:
[64] tranche,vie
[64] vie,transports
[64] transports,île
[64] île,france
[64] france,grève
[64] grève,macronie
[64] macronie,#wagonabestiaux
[64] #wagonabestiaux,#raslebol
[64] #raslebol,#ratp
[63] lafrancenouvell,tranche

Top Replied-To
Top Replied-To in Entire Graph:
@tris_hr
@cedced37170380
@danydoussy
@clientsratp
@franceinter
@damiendole
@brutofficiel
@dominiquereynie
@insidersoccer1
@renaudcamus

Top Replied-To in G1:
@itsnaww
@graaciya

Top Replied-To in G3:
@ouaimorray26
@so_mkb

Top Replied-To in G4:
@nikishey
@babas97193

Top Replied-To in G8:
@cedced37170380
@danydoussy
@clientsratp
@emmanuelmacron
@troussemax
@malokokcis
@demontvalon1
@yasmineelz
@bendifanais
@flo_trainss

Top Replied-To in G9:
@elkninoo

Top Replied-To in G10:
@amsterkham
@haddadnelly
@repufrancesca

Top Mentioned
Top Mentioned in Entire Graph:
@graaciya
@lema_leonie
@so_mkb
@nikishey
@petitcon_
@elkninoo
@lafrancenouvell
@tropical_boy
@aiphanmarcel
@hjr2109

Top Mentioned in G1:
@graaciya
@souunane

Top Mentioned in G2:
@lema_leonie
@graaciya
@cmoiwshhhh
@kaina91100

Top Mentioned in G3:
@so_mkb
@lema_leonie
@graaciya
@nikishey
@ma94_fromcamer
@hua_georges

Top Mentioned in G4:
@nikishey
@graaciya
@caroline76966
@lema_leonie
@jeansebvalette
@lillila1305
@babas97193
@mouctar91
@nikane10

Top Mentioned in G5:
@assonotresesame

Top Mentioned in G6:
@tropical_boy
@aiphanmarcel
@leovaladim
@gaetanescorbiac
@choucachamia
@papa_castro
@yannick_comenge
@actusnonstop
@s_auffret
@graaciya

Top Mentioned in G7:
@petitcon_
@graaciya
@lema_leonie
@nikishey
@so_mkb

Top Mentioned in G8:
@clientsratp
@ratp
@sncf
@moadabj
@rtenfrancais
@fonctionnaires
@emmanuelmacron
@asso_usagersidf
@songsa93
@flo_trainss

Top Mentioned in G9:
@elkninoo
@graaciya
@tiriquiqui
@nikishey
@lema_leonie
@so_mkb

Top Mentioned in G10:
@lafrancenouvell
@le_figaro
@romain1a
@dominiquelunel
@pierreyvesrevaz
@bopealouis

Top Tweeters
Top Tweeters in Entire Graph:
@limportant_fr
@dupouvoirdachat
@le_figaro
@altai_armande
@mom_beautyfood
@un_idiot_dit
@thalassa2008
@tonjusticier
@fromistear
@iamrhodyleen

Top Tweeters in G1:
@cosmxy
@louistscofield
@ste__rose
@perfectxhoran
@timelesstark
@peacemasoeur
@beatofshotgun
@dolaniklaus
@miriamalegriyah
@melanie_lbrd

Top Tweeters in G2:
@mom_beautyfood
@un_idiot_dit
@iamrhodyleen
@divblv
@hspilots
@lulu7_s
@vuitlife
@anzizaaa
@vancitystorm
@mvrlahey

Top Tweeters in G3:
@taendery
@fckbvzzle
@zouzdu94230
@baamssgr
@_oriiane_
@keadrauhl
@beta973
@maevasbr
@marisule26
@odyseeus___

Top Tweeters in G4:
@chichibukkai
@jeansebvalette
@writeonmaskin
@morgaane_snch
@tropviive
@__aad93
@unptitnounours
@herweennguemeni
@hugwharold
@babas97193

Top Tweeters in G5:
@fromistear
@netguide
@naisbtd
@veranoaz
@marc_sln
@ozixh
@cl_person
@en24newsy
@serianox_
@lolorichard

Top Tweeters in G6:
@dupouvoirdachat
@thalassa2008
@pythoncxde
@actusnonstop
@aevalillith
@albi2103
@lau68951920
@4tchat
@jeanndanielle
@levyloiseau

Top Tweeters in G7:
@beingtatz
@benzer__
@neufseptsept2
@theauvanhuyse
@jessymqs
@nathgraaham
@rckndallas
@arnotroisfois
@didinhon
@_suubliminal

Top Tweeters in G8:
@sncf
@laeti0903
@thi_loup
@skwnddpqhk
@shainaeyene
@keeeelanight
@rtenfrancais
@rescomsp
@lumiere__6
@sotnas92

Top Tweeters in G9:
@mry_am_
@maesvie
@cel_ngb
@wanderlusst_
@pauliinedangelo
@hu_gosport
@leagmd
@tunechireloaded
@mahasidi
@annabel_mkl

Top Tweeters in G10:
@le_figaro
@dominiquelunel
@carrionnat
@zoreil1945
@tcuttoli
@baixsegura_es
@magnac3
@pierre_1er
@mr_reese_john
@gestalalouise2


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