#reformeretraites, Twitter, 12/7/2019 5:02:05 PM, 218334


FAQ | Problem?

#reformeretraites_2019-12-07_02-39-55.xlsx
#reformeretraites_2019-12-07_02-39-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2019
Short Description:
#reformeretraites via NodeXL http://bit.ly/2OYshrj
@tropical_boy
@jlmelenchon
@lemediatv
@giletsjaunesgo
@nuriallibertatc
@mlp_officiel
@emmanuelmacron
@lilaafa_rt
@erramun2014
@4tchat

Top hashtags:
#reformeretraites
#retraites
#greve5decembre
#grevegenerale
#macron

Description:
Description
The graph represents a network of 3,977 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 Saturday, 07 December 2019 at 10:41 UTC.

The requested start date was Saturday, 07 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 16-hour, 43-minute period from Thursday, 05 December 2019 at 19:37 UTC to Friday, 06 December 2019 at 12:20 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 : 3977
Unique Edges : 5280
Edges With Duplicates : 1292
Total Edges : 6572
Number of Edge Types : 3
Mentions : 5628
Tweet : 800
Replies to : 144
Self-Loops : 800
Reciprocated Vertex Pair Ratio : 0.00248138957816377
Reciprocated Edge Ratio : 0.00495049504950495
Connected Components : 279
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 3361
Maximum Edges in a Connected Component : 5817
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.210643
Graph Density : 0.00033214120023131
Modularity : 0.70333
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,977 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 Saturday, 07 December 2019 at 10:41 UTC.

The requested start date was Saturday, 07 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 16-hour, 43-minute period from Thursday, 05 December 2019 at 19:37 UTC to Friday, 06 December 2019 at 12:20 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:
[76] https://www.youtube.com/watch?v=i6iwRtzoBbo&feature=youtu.be

[72] https://www.pscp.tv/w/cLk2MjFlVlFZZEp3a1ZMRUx8MVprSnpBa3FZb1hHdqEAT63DRSeB67gtPmgzQUQWGJPR12GfA-Rd8lKJcb6v
[22] http://www.leparisien.fr/economie/retraites-les-francais-parmi-les-mieux-lotis-au-sein-de-l-ocde-04-12-2019-8209773.php
[9] https://twitter.com/enmarchefr/status/1202696282072113153
[9] https://twitter.com/rvleroux/status/1202695936134303750
[9] https://twitter.com/enmarchefr/status/1202545230823788549
[8] https://twitter.com/leJDD/status/1202908895666200578
[8] https://twitter.com/valp/status/1202525252204605441
[7] http://www.leparisien.fr/economie/reforme-des-retraites-c-etait-leur-premiere-manif-ils-expliquent-pourquoi-06-12-2019-8210928.php
[7] https://twitter.com/cfdt/status/1202223741356384256

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1202519917209280512
[1] https://twitter.com/i/web/status/1199824747158212608
[1] https://twitter.com/i/web/status/1202571141711355910
[1] https://twitter.com/i/web/status/1202366908890275841
[1] https://twitter.com/i/web/status/1202243642154455040
[1] https://twitter.com/i/web/status/1202361294139088908
[1] https://twitter.com/i/web/status/1202282047680778241
[1] https://twitter.com/i/web/status/1202584071093850112
[1] https://twitter.com/i/web/status/1202529038453166080
[1] https://twitter.com/i/web/status/1202358404368478209

Top URLs in Tweet in G2:
[7] https://twitter.com/cfdt/status/1202223741356384256
[4] https://www.lefigaro.fr/vox/politique/greve-la-confusion-entretenue-par-l-executif-est-un-pari-risque-20191205?utm_source=app&utm_medium=sms&utm_campaign=fr.playsoft.lefigarov3
[4] https://www.youtube.com/watch?v=i6iwRtzoBbo&feature=youtu.be

[4] https://www.pscp.tv/w/cLk2MjFlVlFZZEp3a1ZMRUx8MVprSnpBa3FZb1hHdqEAT63DRSeB67gtPmgzQUQWGJPR12GfA-Rd8lKJcb6v
[4] https://twitter.com/valp/status/1202705347540127744
[2] https://mazette.media/
[2] https://twitter.com/cnbarreaux/status/1202644045580980224
[2] https://twitter.com/CNBarreaux/status/1202267328014147584
[2] https://twitter.com/yannthompson/status/1202577906943299584
[2] https://twitter.com/Corse_Matin/status/1202596046280515584

Top URLs in Tweet in G3:
[2] https://rassemblementnational.fr/reforme-des-retraites-la-parole-au-peuple-referendum/
[1] https://twitter.com/i/web/status/1202907683524878336
[1] https://twitter.com/i/web/status/1202684697211547660
[1] https://twitter.com/i/web/status/1202721314542424066
[1] https://twitter.com/i/web/status/1202879972790145026
[1] https://twitter.com/i/web/status/1202679411125956608
[1] https://twitter.com/i/web/status/1202692629231747073
[1] https://twitter.com/i/web/status/1202913420875632641
[1] https://twitter.com/i/web/status/1202317944472113153
[1] https://twitter.com/i/web/status/1202910734923051008

Top URLs in Tweet in G4:
[60] https://www.youtube.com/watch?v=i6iwRtzoBbo&feature=youtu.be

[56] https://www.pscp.tv/w/cLk2MjFlVlFZZEp3a1ZMRUx8MVprSnpBa3FZb1hHdqEAT63DRSeB67gtPmgzQUQWGJPR12GfA-Rd8lKJcb6v
[1] https://twitter.com/i/web/status/1202924139104878593
[1] https://twitter.com/BFMTV/status/1202847788444377088?s=19
[1] https://twitter.com/i/web/status/1202768484331147264
[1] https://twitter.com/i/web/status/1202203826863923202
[1] https://twitter.com/i/web/status/1202885575667310594
[1] https://twitter.com/i/web/status/1202885573100351488
[1] https://twitter.com/i/web/status/1202885574417367040
[1] https://twitter.com/i/web/status/1202885437326536705

Top URLs in Tweet in G5:
[9] https://twitter.com/enmarchefr/status/1202696282072113153
[8] https://twitter.com/valp/status/1202525252204605441
[8] https://twitter.com/enmarchefr/status/1202545230823788549
[6] https://twitter.com/_didierparis/status/1202653860529156096
[6] https://twitter.com/larem_an/status/1202574241692102656
[5] https://twitter.com/ddasilva95/status/1202708232248201223
[5] https://twitter.com/ensembleemacron/status/1202531923500916738
[5] https://twitter.com/enmarchefr/status/1202687668972376070
[4] https://twitter.com/enmarchefr/status/1202606102002708480
[4] https://twitter.com/ensembleemacron/status/1202532094901149698

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=i6iwRtzoBbo&feature=youtu.be

[2] https://www.pscp.tv/w/cLk2MjFlVlFZZEp3a1ZMRUx8MVprSnpBa3FZb1hHdqEAT63DRSeB67gtPmgzQUQWGJPR12GfA-Rd8lKJcb6v
[1] https://twitter.com/i/web/status/1202579776990588929
[1] https://twitter.com/i/web/status/1202569547385102336
[1] https://twitter.com/i/web/status/1202652836716318720
[1] https://twitter.com/i/web/status/1202848634909417472
[1] https://twitter.com/i/web/status/1202844170597158912
[1] https://twitter.com/i/web/status/1202677916263493632

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=i6iwRtzoBbo&feature=youtu.be

[2] https://www.pscp.tv/w/cLk2MjFlVlFZZEp3a1ZMRUx8MVprSnpBa3FZb1hHdqEAT63DRSeB67gtPmgzQUQWGJPR12GfA-Rd8lKJcb6v
[1] https://www.pscp.tv/w/cLk6djFXTEVSQWdMTk9vamJ8MXlvS016amdscmVHUXBtUFBnrpCg0QaWmA_mawf8dlYEgc44GM0fbhXFIzZ7
[1] https://twitter.com/i/web/status/1202656226150146049
[1] https://twitter.com/lisalap_/status/1202656121468727296
[1] https://twitter.com/MarionLpz/status/1202604096479539205
[1] https://twitter.com/i/web/status/1202576462768943104
[1] https://twitter.com/i/web/status/1202581289406271489
[1] https://twitter.com/i/web/status/1202594975160115201
[1] https://twitter.com/franceinfoplus/status/1202657690381619202

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1202640032357650433
[1] https://paper.li/Renaud_Favier?edition_id=dcd38be0-1816-11ea-97ff-0cc47a0d1609
[1] https://www.youtube.com/watch?v=f0vt-75MwMk&feature=youtu.be

[1] https://twitter.com/i/web/status/1202705361905565697
[1] https://www.youtube.com/watch?v=i6iwRtzoBbo&feature=youtu.be

[1] https://www.pscp.tv/w/cLk2MjFlVlFZZEp3a1ZMRUx8MVprSnpBa3FZb1hHdqEAT63DRSeB67gtPmgzQUQWGJPR12GfA-Rd8lKJcb6v

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1202673580896636929
[1] https://twitter.com/i/web/status/1202496427424985088
[1] https://www.lemonde.fr/les-decodeurs/article/2019/07/18/actif-etudiant-independant-bientot-retraite-ce-que-la-reforme-des-retraites-changera-pour-vous_5490836_4355770.html
[1] https://twitter.com/i/web/status/1202681975187935233
[1] https://twitter.com/i/web/status/1202685385433919490
[1] https://twitter.com/i/web/status/1202687164007534594
[1] https://twitter.com/i/web/status/1202694865538207749
[1] https://twitter.com/i/web/status/1202695787181985797
[1] https://twitter.com/i/web/status/1202697777693806594
[1] https://twitter.com/i/web/status/1202699148350369793

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1202906094651281410
[1] https://twitter.com/i/web/status/1202709549691654151
[1] https://twitter.com/i/web/status/1201951825748004864
[1] https://twitter.com/i/web/status/1202552320048939009
[1] https://twitter.com/i/web/status/1202872439031681024
[1] https://twitter.com/i/web/status/1202882297214722048
[1] https://twitter.com/i/web/status/1202841350007246848
[1] https://twitter.com/i/web/status/1202730949957607436
[1] https://twitter.com/i/web/status/1202890462631202816
[1] https://twitter.com/i/web/status/1202706523169927170

Top Domains
Top Domains in Tweet in Entire Graph:
[808] twitter.com
[79] youtube.com
[73] pscp.tv
[32] leparisien.fr
[6] paper.li
[6] ufml-syndicat.org
[5] lefigaro.fr
[4] change.org
[3] rassemblementnational.fr
[2] lemondedudroit.fr

Top Domains in Tweet in G1:
[33] twitter.com
[1] youtube.com
[1] pscp.tv
[1] huffingtonpost.fr

Top Domains in Tweet in G2:
[198] twitter.com
[4] lefigaro.fr
[4] youtube.com
[4] pscp.tv
[3] leparisien.fr
[2] mazette.media
[2] en-marche.fr
[1] ouest-france.fr
[1] lemondedudroit.fr
[1] ufml-syndicat.org

Top Domains in Tweet in G3:
[24] twitter.com
[2] rassemblementnational.fr
[1] youtube.com
[1] pscp.tv

Top Domains in Tweet in G4:
[60] youtube.com
[56] pscp.tv
[20] twitter.com
[1] revolutionpermanente.fr

Top Domains in Tweet in G5:
[148] twitter.com
[1] lefigaro.fr
[1] lci.fr
[1] liberation.fr

Top Domains in Tweet in G6:
[6] twitter.com
[2] youtube.com
[2] pscp.tv

Top Domains in Tweet in G7:
[29] twitter.com
[3] pscp.tv
[2] youtube.com

Top Domains in Tweet in G8:
[2] twitter.com
[2] youtube.com
[1] paper.li
[1] pscp.tv

Top Domains in Tweet in G9:
[121] twitter.com
[1] lemonde.fr
[1] youtube.com
[1] leblogdenathaliemp.com
[1] lepoint.fr
[1] leblogpatrimoine.com
[1] instagram.com
[1] capital.fr
[1] francetvinfo.fr
[1] lavoixdunord.fr

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3116] reformeretraites
[1128] retraites
[893] greve5decembre
[861] grevegenerale
[794] macron
[755] giletsjaunes
[586] reformedesretraites
[468] grevedu5decembre
[330] 5decembre
[286] paris



Top Hashtags in Tweet in G1:
[537] reformeretraites
[493] giletsjaunes
[479] macron
[468] retraites
[345] greve5decembre
[344] reformedesretraites
[338] grevegenerale
[129] gouvernement
[39] castaner
[23] senat

Top Hashtags in Tweet in G2:
[385] reformeretraites
[130] retraites
[91] grevegenerale
[83] 5decembre
[77] greve5decembre
[62] stylosrouges
[58] 5decembre2019
[51] reformedesretraites
[46] greve
[45] valp

Top Hashtags in Tweet in G3:
[102] reformeretraites
[100] réformeretraites
[85] retraites
[63] blackblocs
[41] grevegenerale
[37] giletsjaunes
[36] fdo
[31] république
[26] macron
[25] greve5decembre

Top Hashtags in Tweet in G4:
[143] lallement
[115] reformeretraites
[95] greve5decembre
[65] rdls101
[51] paris
[39] grevegenerale
[29] grevedu5decembre
[19] retraites
[16] giletsjaunes
[15] macron

Top Hashtags in Tweet in G5:
[348] reformeretraites
[201] retraitepourtous
[184] grevedu5decembre
[159] valp
[97] le5jetravaille
[63] vousavezlaparole
[31] greve5decembre
[25] nice06
[23] grevedu6decembre
[12] reformedesretraites

Top Hashtags in Tweet in G6:
[47] reformeretraites
[32] paris
[32] lallement
[31] greve5decembre
[28] macron
[27] 5decembre
[26] grevegenerale
[17] castaner
[16] giletsjaunes
[14] benalla

Top Hashtags in Tweet in G7:
[181] reformeretraites
[68] giletsjaunes
[59] paris
[45] grèvedu5décembre
[44] 5décembre
[43] grevegenerale
[42] onbloquetout
[40] retraites
[35] reformedesretraites
[24] greve5decembre

Top Hashtags in Tweet in G8:
[124] retraites
[49] reformeretraites
[40] greve5decembre
[37] grevegenerale
[31] 5decembre
[20] macron
[17] toulouse
[15] giletsjaunes
[11] reformedesretraites
[6] grevedu5decembre

Top Hashtags in Tweet in G9:
[73] reformeretraites
[10] grevegenerale
[9] greve5decembre
[7] retraites
[6] 5decembre
[6] greve
[5] 5décembre
[5] valp
[5] paris
[5] greve6decembre

Top Hashtags in Tweet in G10:
[96] reformeretraites
[73] greve5decembre
[61] retraites
[58] grevedu5decembre
[39] république
[31] grevegenerale
[11] reformedesretraites
[10] giletsjaunes
[9] 5decembre
[8] macron

Top Words
Top Words in Tweet in Entire Graph:
[454] Words in Sentiment List#1: Positive
[905] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[93738] Non-categorized Words
[95097] Total Words
[3116] #reformeretraites
[1128] #retraites
[893] #greve5decembre
[860] #grevegenerale
[794] #macron

Top Words in Tweet in G1:
[537] #reformeretraites
[493] #giletsjaunes
[479] #macron
[478] tropical_boy
[468] #retraites
[345] #greve5decembre
[344] #reformedesretraites
[338] #grevegenerale
[186] '
[129] l'aveu

Top Words in Tweet in G2:
[385] #reformeretraites
[130] #retraites
[91] #grevegenerale
[83] #5decembre
[77] #greve5decembre
[71] contre
[67] delevoye
[67] gdarmanin
[62] #stylosrouges
[58] #5decembre2019

Top Words in Tweet in G3:
[156] français
[154] mlp_officiel
[134] l'on
[132] aujourd'hui
[132] retraites
[131] massivement
[130] ont
[127] montré
[127] qu'ils
[127] refusent

Top Words in Tweet in G4:
[213] jlmelenchon
[144] préfet
[143] #lallement
[128] nasse
[117] ça
[115] #reformeretraites
[102] place
[98] nation
[98] général
[95] #greve5decembre

Top Words in Tweet in G5:
[348] #reformeretraites
[201] #retraitepourtous
[184] #grevedu5decembre
[159] #valp
[125] ensembleemacron
[97] #le5jetravaille
[63] #vousavezlaparole
[45] système
[31] #greve5decembre
[28] contre

Top Words in Tweet in G6:
[197] lemediatv
[169] ça
[167] rue
[161] tactique
[161] gendarme
[161] viser
[161] tête
[161] parce
[161] arrête
[161] groupe

Top Words in Tweet in G7:
[181] #reformeretraites
[76] giletsjaunesgo
[68] #giletsjaunes
[60] place
[59] #paris
[59] cortège
[45] #grèvedu5décembre
[44] #5décembre
[43] #grevegenerale
[42] #onbloquetout

Top Words in Tweet in G8:
[124] #retraites
[118] place
[113] forces
[111] nombreux
[111] lors
[110] réforme
[109] blessés
[109] affrontements
[109] ordre
[109] république

Top Words in Tweet in G9:
[73] #reformeretraites
[17] ce
[16] par
[15] réforme
[15] retraites
[12] mais
[12] retraite
[11] cette
[10] #grevegenerale
[10] tout

Top Words in Tweet in G10:
[96] #reformeretraites
[73] #greve5decembre
[61] #retraites
[58] #grevedu5decembre
[48] affrontements
[46] rtenfrancais
[46] deverly_b
[40] après
[39] #république
[39] nombre

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[637] #retraites,#reformeretraites
[592] #macron,#giletsjaunes
[572] tropical_boy,#retraites
[504] #reformeretraites,#reformedesretraites
[429] #reformedesretraites,#macron
[425] #giletsjaunes,#greve5decembre
[317] contre,#reformeretraites
[227] #greve5decembre,'
[221] réforme,#retraites
[219] #greve5decembre,#grevegenerale

Top Word Pairs in Tweet in G1:
[444] #retraites,#reformeretraites
[444] #macron,#giletsjaunes
[430] tropical_boy,#retraites
[319] #reformeretraites,#reformedesretraites
[315] #reformedesretraites,#macron
[315] #giletsjaunes,#greve5decembre
[163] #greve5decembre,'
[154] #greve5decembre,#grevegenerale
[131] #reformeretraites,#macron
[129] #giletsjaunes,#grevegenerale

Top Word Pairs in Tweet in G2:
[51] #5decembre,#5decembre2019
[46] #reformeretraites,#reformedesretraites
[42] #stylosrouges,#5decembre
[41] #grevegenerale,#reformeretraites
[35] #greve5decembre,#retraites
[26] cnbarreaux,#reformeretraites
[25] #retraites,#reformeretraites
[23] contre,projet
[22] contre,#reformeretraites
[22] régime,autonome

Top Word Pairs in Tweet in G3:
[127] français,ont
[127] ont,montré
[127] montré,aujourd'hui
[127] aujourd'hui,qu'ils
[127] qu'ils,refusent
[127] refusent,massivement
[127] massivement,l'on
[127] l'on,s'attaque
[127] s'attaque,leurs
[127] leurs,retraites

Top Word Pairs in Tweet in G4:
[140] préfet,#lallement
[96] ça,préfet
[95] #lallement,fiche
[95] fiche,pagaille
[95] pagaille,place
[95] place,nation
[95] nation,nasse
[95] nasse,gazage
[95] gazage,général
[95] général,brutalités

Top Word Pairs in Tweet in G5:
[181] #reformeretraites,#grevedu5decembre
[175] #grevedu5decembre,#retraitepourtous
[125] ensembleemacron,#reformeretraites
[97] #retraitepourtous,#le5jetravaille
[79] #retraitepourtous,#valp
[76] #le5jetravaille,#valp
[63] #valp,#vousavezlaparole
[25] ce,matin
[25] matin,#nice06
[25] #nice06,occasion

Top Word Pairs in Tweet in G6:
[161] tactique,gendarme
[161] gendarme,viser
[161] viser,tête
[161] tête,parce
[161] parce,ça
[161] ça,arrête
[161] arrête,groupe
[161] groupe,chanteur
[161] chanteur,musicien
[161] musicien,rue

Top Word Pairs in Tweet in G7:
[42] #grèvedu5décembre,#5décembre
[41] #5décembre,#onbloquetout
[38] place,république
[34] #onbloquetout,#giletsjaunes
[34] #retraites,#reformeretraites
[33] #giletsjaunes,#paris
[32] #paris,#reformeretraites
[31] #reformeretraites,#reformedesretraites
[28] jusqu,place
[27] début,cortège

Top Word Pairs in Tweet in G8:
[109] réforme,#retraites
[109] #retraites,nombreux
[109] nombreux,blessés
[109] blessés,lors
[109] lors,affrontements
[109] affrontements,forces
[109] forces,ordre
[109] ordre,place
[109] place,république
[109] république,dont

Top Word Pairs in Tweet in G9:
[8] réforme,retraites
[5] contre,#reformeretraites
[4] tout,monde
[3] #greve,#reformeretraites
[3] #reformeretraites,#retraites
[3] #reformeretraites,#greve5decembre
[3] 000,manifestants
[3] cette,réforme
[3] #reformeretraites,#grevegenerale
[3] aujourd,hui

Top Word Pairs in Tweet in G10:
[44] #reformeretraites,#greve5decembre
[40] deverly_b,affrontements
[38] affrontements,violents
[38] violents,nation
[38] nation,après
[38] après,ceux
[38] ceux,#république
[38] #république,regardez
[38] regardez,nombre
[38] nombre,d'explosions

Top Replied-To
Top Replied-To in Entire Graph:
@gdarmanin
@enmarchefr
@sibethndiaye
@franceinfo
@jlmelenchon
@balancetonpost
@bfmtv
@oliviagregoire
@agnesbuzyn
@valp

Top Replied-To in G2:
@gdarmanin
@enmarchefr
@sibethndiaye
@oliviagregoire
@valp
@balancetonpost
@bfmtv
@emmanuelmacron
@jjbourdin_rmc
@jcmailly

Top Replied-To in G3:
@lci
@ccastaner
@j_bardella
@mlp_officiel
@zohrabitan
@le_parisien
@jmaphatie
@cnews
@apostiller1

Top Replied-To in G4:
@jlmelenchon
@bfmtv
@mimidesaint
@snj_national
@insoumis94

Top Replied-To in G5:
@franceinfo
@balancetonpost
@adia66
@laurentsegnis
@yasmine184
@valeurs
@isabelleterron2

Top Replied-To in G6:
@lemediatv

Top Replied-To in G7:
@bataill95460043
@ladelf

Top Replied-To in G8:
@lechat_pitre
@anassekazib

Top Replied-To in G10:
@tytram

Top Mentioned
Top Mentioned in Entire Graph:
@tropical_boy
@jlmelenchon
@lemediatv
@mlp_officiel
@ensembleemacron
@lilaafa_rt
@giletsjaunesgo
@berdaderah
@pjacquemain
@j_bardella

Top Mentioned in G1:
@tropical_boy
@fils2psy
@lcensur
@eric_glanz
@lorentzmathias
@ai_tweet
@jlmelenchon
@linuxmanua
@pabloneruda54
@mlp_officiel

Top Mentioned in G2:
@gdarmanin
@stylos_les
@emmanuelmacron
@cnbarreaux
@delevoye
@sibethndiaye
@xautain
@gouvernementfr
@tropical_boy
@france2

Top Mentioned in G3:
@mlp_officiel
@j_bardella
@rnational_off
@lorentzmathias
@bbr4369
@emmanuelmacron
@sondage_poli
@tropical_boy
@venturaalba
@rtlfrance

Top Mentioned in G4:
@jlmelenchon
@tropical_boy
@mathildepanot
@jodessinateur
@paradismireille
@lcp
@ccastaner
@lemediatv
@gaetanescorbiac
@deputee_obono

Top Mentioned in G5:
@ensembleemacron
@mathieusoler
@sachahalphen
@asnieresem
@christoblanchet
@cfabrean
@franceinfo
@joelechirurgien
@fionalazaar
@mathilde_klara

Top Mentioned in G6:
@lemediatv
@jlmelenchon
@tropical_boy
@anonymecitoyen
@insoumisjeunes
@lorentzmathias
@j_bardella
@mlp_officiel
@infirmierei
@arezki_atsada

Top Mentioned in G7:
@giletsjaunesgo
@lpldirect
@tropical_boy
@collcartonjaune
@__verlaine__
@mvpolitique
@sniperdedroite
@lemediatv
@jlmelenchon
@bassinrebel

Top Mentioned in G8:
@lilaafa_rt
@hmurail
@tropical_boy
@lemediatv
@jlmelenchon
@lefildactu1
@francenews24
@anassekazib
@fabien_rives
@snuepbordeaux

Top Mentioned in G9:
@bibliobs
@kabed70
@sacyco2805
@ericsavreux
@bruneaumikael

Top Mentioned in G10:
@rtenfrancais
@deverly_b
@tropical_boy
@libe
@u
@r_kebaili
@lilaafa_rt
@ronan_mael
@herstalle
@romaneporcon

Top Tweeters
Top Tweeters in Entire Graph:
@danielpilotte
@jstlangevin
@blabalade
@heelleclech
@languillem
@maria_andy2
@m2bliquis
@himurotakasi
@mcraffermi
@clems76lh

Top Tweeters in G1:
@heelleclech
@guenotmichel
@citoyenne_terre
@mounmir
@lasagesse78190
@danubaud
@gadyle
@vitot27
@doss7_
@4296f5e40d5c496

Top Tweeters in G2:
@dupouvoirdachat
@le_figaro
@neljulger
@pythoncxde
@chinarivas30
@mfennormandie
@sylvita30
@fleur2108
@dascritch
@d5343313

Top Tweeters in G3:
@danielpilotte
@cmartyluso1
@bo_chart
@roxanemlp
@rtlfrance
@gangster75015
@gfrancefrance
@scquickk
@krunch_fr
@cnews

Top Tweeters in G4:
@blabalade
@conchajua
@cvassiviere
@france24_en
@riendeberre
@btxcgnbv
@ohmarsene
@talullabellefle
@sevezubiri
@infosmelenchon

Top Tweeters in G5:
@she534
@costeslioneler
@marclandes40
@birgit4453
@yohanncrn
@nicobaudon
@fpasquisdumont
@eric_vds
@franceinfo
@deycatherine1

Top Tweeters in G6:
@altai_armande
@justicepal2014
@greubelinux
@ouaspoke
@kevnid
@katnl
@petitkon
@cherifat
@pointepern
@didierjean050

Top Tweeters in G7:
@m2bliquis
@mcraffermi
@lacpure
@neoresistant
@nicoleodera
@pietro__bruno
@agathenrv
@menalahy
@lopezdominique2
@rev_de_presse

Top Tweeters in G8:
@cholatera
@g0rille
@ferdinanddemara
@canaloblik
@geisha8392
@manelrawal
@loutbrn
@ofrancois60200
@passionsdelisah
@fotopak

Top Tweeters in G9:
@archimusiques
@taousertova
@breizhgauche
@lzankereu
@resistance2017
@ericsavreux
@mmjl
@camille1948
@yann312
@valcharliepop

Top Tweeters in G10:
@languillem
@clems76lh
@lenine13
@maryse_mars
@ollissya
@s1a2m3o4u5
@capalutwit
@l_excellence_57
@diabolo741
@libe