#reformeretraites, Twitter, 3/2/2020 4:28:52 PM, 222357


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#reformeretraites_2020-03-02_01-06-57.xlsx
#reformeretraites_2020-03-02_01-06-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 02, 2020
Short Description:
#reformeretraites via NodeXL http://bit.ly/3akVGDZ
@gaetanescorbiac
@charlesbaudry
@ephilippepm
@taoualitamar
@gerrrty
@sebastienjumel
@manifsfr
@bergmanndomini2
@titiart1
@emmanuelmacron

Top hashtags:
#reformeretraites
#49al3
#france
#giletsjaunes
#macron
#1ermars

Description:
Description
The graph represents a network of 3,775 Twitter users whose tweets in the requested range contained "#reformeretraites", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 March 2020 at 09:07 UTC.

The requested start date was Monday, 02 March 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 4-hour, 40-minute period from Saturday, 29 February 2020 at 20:18 UTC to Monday, 02 March 2020 at 00:58 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 : 3775
Unique Edges : 5991
Edges With Duplicates : 719
Total Edges : 6710
Number of Edge Types : 4
MentionsInRetweet : 5784
Mentions : 466
Replies to : 102
Tweet : 358
Self-Loops : 358
Reciprocated Vertex Pair Ratio : 0.00183211192538308
Reciprocated Edge Ratio : 0.00365752285951787
Connected Components : 156
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 3464
Maximum Edges in a Connected Component : 6384
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.18625
Graph Density : 0.000422198591267543
Modularity : 0.676215
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 3,775 Twitter users whose tweets in the requested range contained "#reformeretraites", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 March 2020 at 09:07 UTC.

The requested start date was Monday, 02 March 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 4-hour, 40-minute period from Saturday, 29 February 2020 at 20:18 UTC to Monday, 02 March 2020 at 00:58 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 : #reformeretraites
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:
[43] https://www.facebook.com/events/s/493-ripostons-semaine-noire/211804113556583/
[12] https://www.lesechos.fr/economie-france/social/retraites-les-principales-modifications-du-projet-de-loi-presente-au-493-1180847
[8] https://www.youtube.com/watch?v=hh3ejE2Ufx0&feature=youtu.be

[4] https://twitter.com/LCP/status/1233852349145325569
[4] https://www.parti-socialiste.fr/49_3_la_motion_de_censure
[3] https://www.youtube.com/watch?v=8ssBDSIMMB0&feature=youtu.be

[3] http://election-politique.com
[3] https://www.liberation.fr/amphtml/politiques/2020/02/29/493-le-gouvernement-s-evite-de-causer-points-et-age-pivot_1780137?__twitter_impression=true
[3] https://twitter.com/RemyBuisine/status/1234167562784641024?s=09
[3] https://twitter.com/ParisMatch/status/1233855098553610242

Top URLs in Tweet in G1:
[4] https://www.parti-socialiste.fr/49_3_la_motion_de_censure
[3] https://twitter.com/LCP/status/1233852349145325569
[3] https://www.youtube.com/watch?v=8ssBDSIMMB0&feature=youtu.be

[2] https://twitter.com/GiletsJaunesGo/status/1234146160924856325
[2] https://constitutiondecodee.fr/2020/02/26/usage-et-mesusage-du-49-3/
[2] https://www.md-progressistes.fr/retraites-49-3-et-strategie-du-pire/
[2] https://twitter.com/EPhilippePM/status/1233849542979833859
[2] https://twitter.com/Gerrrty/status/1233873192554463234
[1] https://www.lejdd.fr/Politique/exclusif-la-lettre-dedouard-philippe-aux-syndicats-pour-justifier-le-49-3-3952543.amp
[1] https://amp.ouest-france.fr/economie/retraites/retraites-edouard-philippe-annonce-le-recours-au-49-3-pour-faire-adopter-le-projet-de-reforme-6758752

Top URLs in Tweet in G2:
[1] https://www.liberation.fr/amphtml/politiques/2020/02/29/493-le-gouvernement-s-evite-de-causer-points-et-age-pivot_1780137?__twitter_impression=true
[1] https://twitter.com/lejdd/status/1233786598568886273
[1] https://www.lemonde.fr/planete/article/2020/02/29/le-point-sur-le-coronavirus-dans-le-monde-800-nouveaux-cas-en-une-journee-en-coree-du-sud-un-premier-mort-aux-etats-unis_6031375_3244.html

Top URLs in Tweet in G3:
[6] https://www.facebook.com/events/s/493-ripostons-semaine-noire/211804113556583/
[3] http://election-politique.com
[1] https://twitter.com/nosretraites/status/1233304439357874177
[1] https://twitter.com/DrSabrinaaurora/status/1233805047676444674
[1] https://twitter.com/sudradio/status/1234000453417029632
[1] https://twitter.com/ephilippepm/status/1233836736704372736
[1] https://twitter.com/aragon_jb/status/1233789407624417280
[1] https://twitter.com/BELIBOG1/status/1234041782016540679
[1] https://twitter.com/fo_sag/status/1233515958825881601

Top URLs in Tweet in G4:
[26] https://www.facebook.com/events/s/493-ripostons-semaine-noire/211804113556583/
[8] https://www.youtube.com/watch?v=hh3ejE2Ufx0&feature=youtu.be

[2] https://cerveauxnondisponibles.net/2020/02/24/ultras-le-14-mars-changez-depoque/
[2] https://twitter.com/L4c0n1k/status/1233837888137302017
[2] https://www.youtube.com/watch?v=cCThebb3awk&feature=youtu.be

[1] https://twitter.com/TwIttNTIN/status/1234168076205264897
[1] https://twitter.com/JLMelenchon/status/1220658385131057153
[1] https://twitter.com/Gjpvernant/status/1234234904210280449
[1] https://twitter.com/UnionSolidaires/status/1233804318429630465
[1] https://twitter.com/LeHuffPost/status/1234052691388698625

Top URLs in Tweet in G5:
[2] https://twitter.com/sebchenu/status/1233810631238848512?s=19
[1] https://www.lexpress.fr/actualite/politique/lrem/reforme-des-retraites-le-gouvernement-va-utiliser-l-article-49-3-de-la-constitution_2119688.html
[1] https://twitter.com/BFMTV/status/1234117017524936705
[1] https://twitter.com/CoralieDelaume/status/1233793499268603905
[1] https://twitter.com/CH_Gallois/status/1234044410477842432
[1] https://twitter.com/franceinfo/status/1234074773040377856
[1] https://twitter.com/SibethNdiaye/status/1233893960264880128
[1] https://www.lesechos.fr/amp/1180945#click=https://t.co/G8I1AOaUL4
[1] https://www.francetvinfo.fr/economie/emploi/carriere/vie-professionnelle/retraite/utilisation-du-49-3-nous-voterons-toutes-les-motions-de-censure-qui-seront-presentees-quelles-que-soient-leurs-origines-indique-marine-le-pen_3846695.html
[1] https://twitter.com/afpfr/status/1233792870085267457

Top URLs in Tweet in G6:
[2] https://twitter.com/gdarmanin/status/567710003927449600
[1] https://francais.rt.com/france/71776-reforme-retraites-edouard-philippe-annonce-recours-49-3
[1] https://francais.rt.com/france/71762-mere-je-temmrde-lfi-accuse-des-deputes-lrem-insultes-assemblee
[1] https://francais.rt.com/france/71782-rassemblement-contre-recours-49-3-assemblee-nationale
[1] https://www.facebook.com/events/s/493-ripostons-semaine-noire/211804113556583/
[1] https://paris-luttes.info/theoreme-de-la-debacle-13556
[1] https://twitter.com/MonAmou22001346/status/1234089542296244225
[1] https://twitter.com/JLMelenchon/status/1234164434475589632
[1] https://twitter.com/prefpolice/status/1233827470173970434
[1] https://blogs.mediapart.fr/huguesdebotte/blog/010320/493-illegal-et-annule-de-facto

Top URLs in Tweet in G7:
[1] https://www.pscp.tv/w/cSqj2zFZTEtKbk1kbk9QS058MW5BS0Vkb05NWHl4TKZjAXEdQ7Yn3yvUonnHuZgLE8ZbwSCHoqHY53N_tCe7
[1] https://fb.com/resistancescaen
[1] https://twitter.com/MoadabJ/status/1233772482743672832
[1] https://twitter.com/JLMelenchon/status/1233839622930694147
[1] https://twitter.com/laurentbigfr/status/1233882153752178696
[1] https://www.facebook.com/events/s/493-ripostons-semaine-noire/211804113556583/
[1] https://twitter.com/Libre_Insolent/status/1233856474251747329

Top URLs in Tweet in G8:
[3] https://twitter.com/RemyBuisine/status/1234167562784641024?s=09
[1] https://www.youtube.com/channel/UC0GaOqh0_8Oq2C9q8Q1K-6g
[1] https://twitter.com/zanavant/status/1233854723591155717
[1] https://twitter.com/EPhilippePM/status/1233793501034315776
[1] https://www.francetvinfo.fr/economie/retraite/reforme-des-retraites/retraites-edouard-philippe-annonce-le-recours-a-l-article-49-3-de-la-constitution-pour-faire-adopter-sans-vote-le-projet-de-reforme_3846607.html
[1] https://twitter.com/ParisMatch/status/1233855098553610242
[1] https://www.facebook.com/events/s/493-ripostons-semaine-noire/211804113556583/

Top URLs in Tweet in G9:
[3] https://www.facebook.com/events/s/493-ripostons-semaine-noire/211804113556583/
[1] https://blogs.mediapart.fr/huguesdebotte/blog/010320/493-illegal-et-annule-de-facto

Top URLs in Tweet in G10:
[2] https://twitter.com/attac_fr/status/1233795286415310848
[1] https://m.huffingtonpost.fr/amp/entry/retraites-edouard-philippe-degaine-le-49-3_fr_5e5a8775c5b6beedb4ebe37b/?__twitter_impression=true
[1] https://www.facebook.com/events/s/493-ripostons-semaine-noire/211804113556583/
[1] https://twitter.com/Brevesdepresse/status/1221050350934863872
[1] https://twitter.com/jeudybruno/status/1233815601761718274
[1] https://twitter.com/Fabien_Rssl/status/1233820110852362240
[1] https://twitter.com/Bas_scordia/status/1233818030834167808
[1] https://twitter.com/francois_ruffin/status/1232647657392365568

Top Domains
Top Domains in Tweet in Entire Graph:
[201] twitter.com
[43] facebook.com
[21] youtube.com
[14] lesechos.fr
[9] liberation.fr
[5] mediapart.fr
[4] lejdd.fr
[4] rt.com
[4] bfmtv.com
[4] parti-socialiste.fr

Top Domains in Tweet in G1:
[45] twitter.com
[4] parti-socialiste.fr
[4] youtube.com
[3] bfmtv.com
[2] lejdd.fr
[2] lesechos.fr
[2] constitutiondecodee.fr
[2] md-progressistes.fr
[1] ouest-france.fr
[1] 20minutes.fr

Top Domains in Tweet in G2:
[1] liberation.fr
[1] twitter.com
[1] lemonde.fr

Top Domains in Tweet in G3:
[7] twitter.com
[6] facebook.com
[3] election-politique.com

Top Domains in Tweet in G4:
[26] facebook.com
[14] twitter.com
[11] youtube.com
[2] cerveauxnondisponibles.net
[1] lejdd.fr

Top Domains in Tweet in G5:
[13] twitter.com
[1] lexpress.fr
[1] lesechos.fr
[1] francetvinfo.fr

Top Domains in Tweet in G6:
[6] twitter.com
[3] rt.com
[1] facebook.com
[1] paris-luttes.info
[1] mediapart.fr

Top Domains in Tweet in G7:
[4] twitter.com
[1] pscp.tv
[1] fb.com
[1] facebook.com

Top Domains in Tweet in G8:
[6] twitter.com
[1] youtube.com
[1] francetvinfo.fr
[1] facebook.com

Top Domains in Tweet in G9:
[3] facebook.com
[1] mediapart.fr

Top Domains in Tweet in G10:
[7] twitter.com
[1] huffingtonpost.fr
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2068] reformeretraites
[776] 49al3
[577] france
[513] giletsjaunes
[434] macron
[426] 1ermars
[417] paris
[414] acte68
[376] edouardphilippe
[347] retraites



Top Hashtags in Tweet in G1:
[269] reformeretraites
[94] 49al3
[82] covid19france
[59] réformeretraites
[44] retraites
[38] giletsjaunes
[37] france
[36] edouardphilippe
[28] macron
[25] acte68

Top Hashtags in Tweet in G2:
[40] reformeretraites
[7] macron
[6] 49al3
[6] gouvernement
[4] grevegenerale
[3] parlement
[2] coronavid19
[2] retraites
[2] france
[2] edouardphilippe

Top Hashtags in Tweet in G3:
[298] 1ermars
[291] paris
[55] reformeretraites
[17] giletsjaunes
[15] 49al3
[15] coronavirus
[15] macrondemission
[12] acte68
[11] retraites
[10] macronie

Top Hashtags in Tweet in G4:
[237] reformeretraites
[140] 49al3
[65] retraites
[57] giletsjaunes
[51] greves
[51] mobilisations
[47] reformedesretraites
[35] lrem
[30] covid2019
[26] marseille

Top Hashtags in Tweet in G5:
[157] reformeretraites
[110] macron
[96] retraites
[80] lrem
[74] edouardphilippe
[71] lbd
[65] marinelepen
[35] 49al3
[18] ric
[18] upr

Top Hashtags in Tweet in G6:
[107] reformeretraites
[102] grevegenerale
[98] 49al3
[81] reformesdesretraites
[32] toulouse
[32] manifestation
[32] laval
[32] resistance
[20] edouardphilippe
[16] retraites

Top Hashtags in Tweet in G7:
[300] france
[186] reformeretraites
[167] acte68
[146] giletsjaunes
[136] macrondémission
[31] macron
[24] reformesdesretraites
[16] grevegenerale
[10] paris
[9] reformeretraite

Top Hashtags in Tweet in G8:
[172] reformeretraites
[151] 49al3
[146] edouardphilippe
[146] macron
[145] covid
[13] communiqué
[9] 1ermars
[9] paris
[4] covid2019
[4] retraites

Top Hashtags in Tweet in G9:
[139] reformeretraite
[35] reformeretraites
[16] reformesdesretraites
[15] nantes
[14] 49al3
[12] 1ermars
[12] paris
[6] retraites
[5] giletsjaunes
[5] macron

Top Hashtags in Tweet in G10:
[92] reformeretraites
[31] reformesdesretraites
[30] réformeretraites
[30] périgueux
[27] 49al3
[27] directan
[19] assembléenationale
[15] philippepm
[11] giletsjaunes
[7] 1ermars

Top Words
Top Words in Tweet in Entire Graph:
[551] Words in Sentiment List#1: Positive
[908] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[100787] Non-categorized Words
[102246] Total Words
[2068] #reformeretraites
[1882] 49
[793] gouvernement
[776] #49al3
[725] ce

Top Words in Tweet in G1:
[274] 49
[269] #reformeretraites
[160] ephilippepm
[97] crise
[94] #49al3
[91] par
[90] déclenche
[84] titiart1
[84] profitant
[82] #covid19france

Top Words in Tweet in G2:
[456] 49
[437] gouvernement
[419] gaetanescorbiac
[418] retraites
[220] déclenche
[218] question
[218] soutenez
[218] votre
[218] avis
[218] détail

Top Words in Tweet in G3:
[351] ce
[338] comédie
[338] française
[335] charlesbaudry
[298] l'opéra
[298] dimanche
[298] #1ermars
[291] nouveau
[291] #paris
[291] lendemain

Top Words in Tweet in G4:
[237] #reformeretraites
[140] #49al3
[81] 49
[76] paris
[65] #retraites
[57] #giletsjaunes
[54] place
[51] cgt_spectacle
[51] 17h30
[51] colette

Top Words in Tweet in G5:
[158] 49
[157] #reformeretraites
[110] #macron
[96] #retraites
[80] #lrem
[74] #edouardphilippe
[71] #lbd
[70] recourt
[70] législatif
[69] gilbertcollard

Top Words in Tweet in G6:
[176] 49
[117] gerardfiloche
[107] #reformeretraites
[102] #grevegenerale
[98] #49al3
[85] par
[82] coup
[81] ça
[81] s'apparente
[81] d'etat

Top Words in Tweet in G7:
[300] #france
[186] #reformeretraites
[167] #acte68
[160] gerrrty
[146] #giletsjaunes
[142] nantes
[136] #macrondémission
[33] police
[31] #macron
[28] demonstrators

Top Words in Tweet in G8:
[172] #reformeretraites
[151] #49al3
[146] seul
[146] tout
[146] #edouardphilippe
[146] #macron
[145] dessin
[145] résumé
[145] #covid
[145] bravo

Top Words in Tweet in G9:
[171] 49
[158] contre
[139] #reformeretraite
[137] camion
[137] police
[137] fuient
[137] face
[137] pression
[137] manifestants
[137] manifestation

Top Words in Tweet in G10:
[135] 49
[92] #reformeretraites
[71] devant
[64] dégainé
[56] philippe
[49] notre
[48] rassembler
[48] immédiatement
[45] stylos
[45] rouges

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[484] comédie,française
[426] l'opéra,comédie
[426] française,ce
[426] ce,dimanche
[426] dimanche,#1ermars
[410] #1ermars,#paris
[410] #paris,lendemain
[410] lendemain,annonce
[409] nouveau,happening
[409] happening,l'opéra

Top Word Pairs in Tweet in G1:
[90] déclenche,49
[81] profitant,crise
[81] crise,#covid19france
[81] #covid19france,merde
[81] merde,sert
[81] sert,premier
[81] premier,ministre
[81] ministre,déclenche
[80] titiart1,profitant
[80] 49,#reformeret

Top Word Pairs in Tweet in G2:
[220] déclenche,49
[218] question,retraites
[218] retraites,gouvernement
[218] gouvernement,déclenche
[218] 49,soutenez
[218] soutenez,gouvernement
[218] gouvernement,votre
[218] votre,avis
[218] avis,détail
[217] gaetanescorbiac,question

Top Word Pairs in Tweet in G3:
[338] comédie,française
[298] l'opéra,comédie
[298] française,ce
[298] ce,dimanche
[298] dimanche,#1ermars
[291] #1ermars,#paris
[291] #paris,lendemain
[291] lendemain,annonce
[290] nouveau,happening
[290] happening,l'opéra

Top Word Pairs in Tweet in G4:
[51] #reformeretraites,cgt_spectacle
[51] cgt_spectacle,17h30
[51] 17h30,paris
[51] paris,place
[51] place,colette
[51] colette,#greves
[51] #greves,#mobilisations
[50] verzeletticeli1,#reformeretraites
[40] faire,passer
[38] #49al3,#reformeretraites

Top Word Pairs in Tweet in G5:
[74] #reformeretraites,#lrem
[70] #retraites,#macron
[70] #macron,recourt
[70] recourt,#lbd
[70] #lbd,législatif
[70] législatif,49
[70] 49,#edouardphilippe
[70] #edouardphilippe,#reformeretraites
[69] gilbertcollard,#retraites
[64] utilisation,49

Top Word Pairs in Tweet in G6:
[81] ça,s'apparente
[81] s'apparente,coup
[81] coup,d'etat
[81] d'etat,gérard
[81] gérard,filoche
[81] filoche,indigné
[81] indigné,par
[81] par,49
[81] 49,gerardfiloche
[79] #49al3,#reformesdesretraites

Top Word Pairs in Tweet in G7:
[136] nantes,#france
[136] #france,#acte68
[136] #acte68,#france
[136] #france,#macrondémission
[136] #macrondémission,#giletsjaunes
[136] #giletsjaunes,#reformeretraites
[135] gerrrty,nantes
[23] lille,#france
[23] #france,police
[23] police,use

Top Word Pairs in Tweet in G8:
[145] seul,dessin
[145] dessin,tout
[145] tout,résumé
[145] résumé,#reformeretraites
[145] #reformeretraites,#49al3
[145] #49al3,#covid
[145] #covid,#edouardphilippe
[145] #edouardphilippe,#macron
[145] #macron,bravo
[145] bravo,auteur

Top Word Pairs in Tweet in G9:
[152] contre,49
[137] camion,police
[137] police,fuient
[137] fuient,face
[137] face,pression
[137] pression,manifestants
[137] manifestants,manifestation
[137] manifestation,contre
[137] 49,#reformeretraite
[136] taoualitamar,camion

Top Word Pairs in Tweet in G10:
[48] immédiatement,devant
[46] dégainé,49
[45] philippe,dégainé
[45] 49,stylos
[45] stylos,rouges
[45] rouges,appellent
[45] appellent,tous
[45] tous,citoyens
[45] citoyens,rassembler
[45] rassembler,immédiatement

Top Replied-To
Top Replied-To in Entire Graph:
@ephilippepm
@sibethndiaye
@franceinfo
@verdierjouclas
@nrenard75
@bfmtv
@emmanuelmacron
@jlmelenchon
@gilleslegendre
@stanguerini

Top Replied-To in G1:
@ephilippepm
@sibethndiaye
@verdierjouclas
@franceinfo
@bfmtv
@emmanuelmacron
@gilleslegendre
@g_gouffiercha
@projet_arcadie
@stanguerini

Top Replied-To in G3:
@revpermanente
@florencemehrez

Top Replied-To in G4:
@gilleslegendre
@jeanhugon3
@pump_uup_

Top Replied-To in G5:
@edwyplenel
@mlp_officiel
@royalsegolene
@briatfressinet

Top Replied-To in G6:
@enmodemacaron
@place_beauvau
@fabien_rssl

Top Mentioned
Top Mentioned in Entire Graph:
@gaetanescorbiac
@charlesbaudry
@manifsfr
@sebastienjumel
@taoualitamar
@gerrrty
@ephilippepm
@dominiquedavid_
@emmanuelmacron
@bergmanndomini2

Top Mentioned in G1:
@ephilippepm
@titiart1
@enmarchefr
@larem_an
@pcf
@gabypenn_ar_bed
@emmanuelmacron
@socialistesan
@partisocialiste
@jphderosier

Top Mentioned in G2:
@gaetanescorbiac
@carinem605
@gabypenn_ar_bed
@fonkytakinni
@rgauche
@titiart1
@louisettehubert
@sebastienjumel
@karlssonmatteo
@emmanuelmacron

Top Mentioned in G3:
@charlesbaudry
@gaetanescorbiac
@maskloff
@jolou80519809
@manifsfr
@extract_rain
@peuplerevolte
@jasmin75015
@bergmanndomini2
@dominiquedavid_

Top Mentioned in G4:
@cgt_spectacle
@verzeletticeli1
@peuplerevolte
@gaetanescorbiac
@lcrstefany
@weatherboy_fr
@pump_uup_
@charlesbaudry
@mariannemaximi
@le_figaro

Top Mentioned in G5:
@gilbertcollard
@bbr4369
@gaspard_skoda
@mlp_officiel
@thibaultrn29
@meunier_ph
@vignal2020
@olafrokvam2020
@ellensalvi
@mediapart

Top Mentioned in G6:
@gerardfiloche
@rtenfrancais
@snudifo53
@lereveilenfin
@picardnadege
@gaetanescorbiac
@charlesbaudry
@fallaitpassuppr
@victor_georges
@enmodemacaron

Top Mentioned in G7:
@gerrrty
@residentscorner
@taoualitamar
@sohangnd
@charlesbaudry
@gaetanescorbiac
@austin2river
@sebastienjumel
@vanneur
@bergmanndomini2

Top Mentioned in G8:
@sebastienjumel
@gaetanescorbiac
@deputespcf
@charlesbaudry
@weatherboy_fr
@attilio_barbant
@marylinegarnie3
@peuplerevolte
@erlea2904
@tommasomarro

Top Mentioned in G9:
@taoualitamar
@marionlpz
@charlesbaudry
@gaetanescorbiac
@peuplerevolte
@sebastienjumel
@stylos_les
@pump_uup_
@karlssonmatteo
@emmanuelmacron

Top Mentioned in G10:
@stylos_les
@snes24
@rgauche
@sr_versailles
@francois_ruffin
@gaetanescorbiac
@ced_maurin
@charlesbaudry
@circonscripti18
@gouver

Top Tweeters
Top Tweeters in Entire Graph:
@danielpilotte
@jstlangevin
@languillem
@moonbootica
@maria_andy2
@revolution_fr
@_redfrog
@m2bliquis
@loudl
@dupouvoirdachat

Top Tweeters in G1:
@_redfrog
@dupouvoirdachat
@costeslioneler
@lacpure
@mariabadin18
@marclandes40
@cmartyluso1
@minilicorne69
@bfmtv
@maisonvaleria

Top Tweeters in G2:
@danielpilotte
@inachiveg
@krystyan45
@augustacrochet
@kitty_maggy
@talullabellefle
@njee26
@benoit_durand
@momotoutcourt
@noe22349

Top Tweeters in G3:
@llunavermella
@neoresistant
@cvassiviere
@laurent_daniel
@agathenrv
@vitot27
@claireparisjazz
@proglocommons
@unetomaterouge
@4tchat

Top Tweeters in G4:
@loudl
@le_figaro
@altai_armande
@achabus
@d5343313
@katiaontheearth
@botliberalisme
@manouchkya
@lopezdominique2
@mercan6704

Top Tweeters in G5:
@lunace2pama
@edira2
@ngourd
@maryse_mars
@victoire9595
@franckylarafale
@gfrancefrance
@lepatriotern75
@hussard3
@g0rille

Top Tweeters in G6:
@jstlangevin
@languillem
@daygautier
@buscatier84
@patrickmarierom
@riendeberre
@zlatanrene
@nouveaux_poppys
@gerardfiloche
@parispasrose

Top Tweeters in G7:
@makedni
@urwis1977
@tkysk8r
@donahuejm
@thebling_vote
@petermcc66
@torquetj
@carlfletcher15
@georgegalloway
@diggrich_

Top Tweeters in G8:
@kevnid
@jamaisresigne
@jcn95290
@hugonaudin
@bella7bleue
@lgayme
@madline84
@continuecommeca
@cyke2000
@lorrelaii

Top Tweeters in G9:
@le_m_poireau
@castrocalo
@marc_claret75
@voltuan
@jgrosjean7
@gelleejeanluc
@lcerceuil
@bilou78700
@chacha01591
@anabellatibo

Top Tweeters in G10:
@revolution_fr
@belindageoly
@micheldtg
@cafepedagogique
@kristieperles
@dodo974le
@twiithit
@laurentsegnis
@nathounut
@pointelg


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