#Paris, Twitter, 11/13/2019 11:28:06 AM, 216288


FAQ | Problem?

#Paris_2019-11-13_00-01-42.xlsx
#Paris_2019-11-13_00-01-42.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 13, 2019
Short Description:
#Paris via NodeXL http://bit.ly/2KiThzd
@t_bouhafs
@labasofficiel
@andrebercoff
@charlesbaudry
@emmanuelmacron
@acphotograph
@anne_hidalgo
@anonymecitoyen
@cerveauxnon
@zlatanrene

Top hashtags:
#paris
#crous
#france
#beyrouth
#art
#lyon
#london
#photography

Description:
Description
The graph represents a network of 14,000 Twitter users whose recent tweets contained "#Paris", 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 Wednesday, 13 November 2019 at 08:54 UTC.

The tweets in the network were tweeted over the 1-day, 9-hour, 9-minute period from Monday, 11 November 2019 at 22:51 UTC to Wednesday, 13 November 2019 at 08:01 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 : 14000
Unique Edges : 21339
Edges With Duplicates : 8814
Total Edges : 30153
Self-Loops : 3455
Reciprocated Vertex Pair Ratio : 0.0113012445095168
Reciprocated Edge Ratio : 0.0223499072524092
Connected Components : 2102
Single-Vertex Connected Components : 1175
Maximum Vertices in a Connected Component : 8985
Maximum Edges in a Connected Component : 22379
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.390895
Graph Density : 0.00011277846376782
Modularity : 0.658194
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 14,000 Twitter users whose recent tweets contained "#Paris", 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 Wednesday, 13 November 2019 at 08:54 UTC.

The tweets in the network were tweeted over the 1-day, 9-hour, 9-minute period from Monday, 11 November 2019 at 22:51 UTC to Wednesday, 13 November 2019 at 08:01 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 : #Paris
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[249] http://MetallicRadio.Com
[140] http://Barbwires.com
[96] https://pbs.twimg.com/card_img/1187298670892474368/CdvOV1SZ?format=jpgandname=120x120
[35] https://www.youtube.com/watch?v=xEKlhTV2HYI&feature=youtu.be

[23] https://fr.tags.world/
[22] https://www.pscp.tv/w/cJr7fDFZTEtKbk1kbk9QS058MXZPR3dhdmtsUnF4QjRCmJW4Yvk9pT_7_NSITK0kpumC9HBP5fJNeb0znLNm
[21] https://www.pscp.tv/w/cJrykDFZTEtKbk1kbk9QS058MUx5R0JMQk5Ob094TpCp0fnM8BnVeImqjD7qx2sgvt08Mb0mGxD_yxaa_O8a
[18] https://kairiyar.com/
[18] https://www.traveler.es/experiencias/galerias/que-obras-de-arte-merece-la-pena-visitar-paris-museos/2433
[16] https://de.euronews.com/2019/11/10/mehr-als-10-000-bei-marsch-gegen-islamophobie-in-paris

Top URLs in Tweet in G1:
[21] https://www.pscp.tv/w/cJrykDFZTEtKbk1kbk9QS058MUx5R0JMQk5Ob094TpCp0fnM8BnVeImqjD7qx2sgvt08Mb0mGxD_yxaa_O8a
[21] https://www.pscp.tv/w/cJr7fDFZTEtKbk1kbk9QS058MXZPR3dhdmtsUnF4QjRCmJW4Yvk9pT_7_NSITK0kpumC9HBP5fJNeb0znLNm
[13] https://www.pscp.tv/w/cJryczFZTEtKbk1kbk9QS058MUx5R0JMQk5Ob094TglNK0jBakY-WGth6gB4tFPo5z-nyTWtzfQnIScGb4xJ
[10] https://www.pscp.tv/w/cJr66DFQbUtxWGdkV25ZUW98MUx5R0JMQk5Ob094TqZVisDCVpqGTZeioK3j8BuIgjH47F00CMVbQE19nQWR
[9] https://www.pscp.tv/w/cJr7ajFZTEtKbk1kbk9QS058MXZPR3dhdmtsUnF4QmL06UAMwWZb-aDji0-m4KVrXjfD87cLsi8HG-mvVTh0
[7] https://actu.fr/normandie/havre_76351/elections-municipales-lancien-footballeur-havre-vikash-dhorasoo-vise-mairie-paris_29184161.html
[6] https://twitter.com/DuPouvoirDachat/status/1194332903372722177
[5] https://www.facebook.com/photo.php?fbid=2735451146477030&set=gm.471243423738942&type=3&theater
[4] https://amp.theguardian.com/world/2019/nov/11/british-founder-of-white-helmets-found-dead-in-istanbul-james-le-mesurier?fbclid=IwAR3_e7fzjpjRJDnkAPKeOsG9O8Vw4LhYkYEFq1JtsNN8yfAGTfs5ymeKzR4&__twitter_impression=true
[4] https://twitter.com/vallmy/status/1194333265240326145

Top URLs in Tweet in G2:
[23] https://fr.tags.world/
[17] https://www.traveler.es/experiencias/galerias/que-obras-de-arte-merece-la-pena-visitar-paris-museos/2433
[15] https://fr.tags.world
[8] https://www.webcam-autoroute.eu/fr/cam%C3%A9ra/france/144/ile-de-france/paris/porte-de-ch-tillon-vers-porte-de-vanves
[6] https://kaimin-wasyoku.jimdofree.com/
[6] https://fiverr.com/makeunique1/
[6] https://www.webcam-autoroute.eu/fr/cam%C3%A9ra/france/139/ile-de-france/paris/porte-maillot-vers-porte-des-ternes
[5] https://goo.gl/1ITAms
[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.youtube.com/watch?v=yNgUEo49UCA


Top URLs in Tweet in G3:
[5] http://www.fdesouche.com/1294525-paris-des-etudiants-sintroduisent-dans-la-cour-du-ministere-de-lenseignement-superieur
[2] https://www.bvoltaire.fr/migrants-evacues-de-paris-melun-devant-le-fait-accompli/
[2] https://www.pscp.tv/w/cJp8VDFWR2p2T0x5a1JFT2t8MXZBeFJxYnlCcHJKbNRFr-DUw1oO_ll9tP3GoDEslLIxr1_QuKp7Hov97tav
[1] https://www.valeursactuelles.com/politique/dhorasoo-veut-offrir-un-travail-tous-ces-migrants-qui-arrivent-paris-112778
[1] https://twitter.com/erwandavoux/status/1193974344906616832
[1] https://twitter.com/arseneahouansou/status/1194505745687072768
[1] https://www.francebleu.fr/infos/societe/le-nombre-de-sdf-augmente-de-50-en-10-ans-denonce-la-fondation-abbe-pierre-1485854307
[1] https://twitter.com/RomainEspino/status/1184867846494588934
[1] https://ripostelaique.com/il-y-a-4-ans-ils-tuaient-ma-fille-au-bataclan-et-ils-osent-hurler-allah-akbar.html
[1] https://immobilier.lefigaro.fr/article/l-idee-de-faire-payer-un-loyer-fictif-aux-proprietaires-refait-surface_ca43bd96-0520-11ea-966a-e596318edd1f/

Top URLs in Tweet in G4:
[4] http://www.leparisien.fr/amp/info-paris-ile-de-france-oise/transports/grand-paris-la-revolution-des-bus-electriques-est-lancee-12-11-2019-8191518.php?__twitter_impression=true
[3] http://www.leparisien.fr/info-paris-ile-de-france-oise/transports/metro-parisien-quelles-solutions-pour-limiter-la-saturation-12-11-2019-8191134.php?utm_campaign=twitter_partage&utm_medium=social
[3] https://present.fr/2019/11/12/camille-galic-en-bref-54/
[3] https://twitter.com/anne_hidalgo/status/1193623420577206272
[2] http://www.leparisien.fr/paris-75/paris-belleville-devenue-cour-des-miracles-veut-des-actions-ciblees-sur-la-proprete-12-11-2019-8191350.php
[2] https://twitter.com/villanicedric/status/1194196902750937089
[2] https://twitter.com/InteristaC61/status/1194398428853350401
[2] http://paris.foxoo.com/stephen-king%2Chistoires-d%E2%80%99amerique-forum-images%252Cparis%2Cnx19092012184460917.html
[1] https://www.nouvelobs.com/elections-municipales-2020/20191110.OBS20922/comment-cedric-villani-tisse-son-reseau-pour-les-municipales.html
[1] https://erichelard.com/2019/11/13/paris-autrement-la-5eme-de-nos-22-priorites-la-pollution-sonore/

Top URLs in Tweet in G5:
[6] https://www.cnews.fr/france/2019-11-13/paris-bientot-un-jardin-du-souvenir-pour-les-victimes-des-attentats-du-13-novembre
[4] http://www.unic.ru/event/2019-11-12/v-oon/gensek-oon-rasskazal-v-parizhe-o-pyati-ugrozakh-chelovechestvu
[3] https://www.youtube.com/watch?v=2qrEEh-zALI&feature=youtu.be
[3] https://twitter.com/RMonunu/status/1193921930937679873
[3] https://www.actu-30.info/paris-felix-tshisekedi-recu-par-emmanuel-macron-a-lelysee/
[3] https://twitter.com/KerstiKaljulaid/status/1194120337476243456
[2] https://twitter.com/i/broadcasts/1yNGapqONXrKj
[2] https://www.maddyness.com/2019/11/05/le-govtech-summit-reinvente-les-services-publics-a-paris/
[2] https://www.cnews.fr/france/2019-11-13/paris-le-programme-des-commemorations-des-attentats-du-13-novembre-2015-898181
[2] https://twitter.com/T_Bouhafs/status/1194330001514139654

Top URLs in Tweet in G6:
[6] https://vivreparis.fr/paris-3-marches-de-noel-de-300m2-sinstallent/
[6] https://vivreparis.fr/paris-les-chiffres-hallucinants-du-metro/
[5] https://www.parisperfect.com/blog/2017/10/our-favorite-things-to-do-in-paris-during-the-festive-season/?utm_content=buffer2fe77&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://vivreparis.fr/paris-un-gros-coup-de-froid-attendu/
[4] https://www.newshub.co.nz/home/travel/2019/11/paris-named-world-s-most-beautiful-city.html?utm_content=buffer26c55&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.thepariseffect.net/blog/paris-beyond-the-eiffel-tower
[3] https://paris-visites.wixsite.com/paris-visites
[3] https://www.instagram.com/parisjetaime/
[3] https://twitter.com/ClementLanot/status/1194324978466000896
[2] https://www.lefigaro.fr/sortir-paris/fine-arts-paris-nuit-de-la-poesie-les-sorties-de-la-semaine-a-paris-20191112

Top URLs in Tweet in G7:
[3] https://www.delcampe.fr/fr/collections/cartes-postales/militaria-guerre-1914-18/wwi-1918-paris-intendance-magasins-de-viande-et-bois-81-281-emes-regiments-lot-de-2-cartes-photos-militaire-437532011.html
[1] https://www.lightzoomlumiere.fr/realisation/war-horse-premiere-en-france-a-la-seine-musicale/
[1] https://twitter.com/ACPHOTOGRAPH/status/1194162760931840000

Top URLs in Tweet in G9:
[2] https://www.linkedin.com/slink?code=e4sdrft
[2] https://www.meetup.com/fr-FR/OpenShift-France/events/265961469/
[1] https://evenium.net/ng/person/event/website.jsf?eventId=cmnkb3xm&page=tickets&loc=fr&justSubmit=false&cid=107740
[1] https://community.hpe.com/t5/Blog-HPE-France/Venez-construire-l-avenir-%C3%A0-HPEDiscoverMore-Paris/ba-p/7068517#.XcGgWJpKieg
[1] https://www.linkedin.com/slink?code=emvkFTt
[1] https://www.linkedin.com/slink?code=eg7kUMG
[1] https://twitter.com/PourLesPatrons/status/1191301912748085249
[1] https://www.meetup.com/fr-FR/genealogie-lab/
[1] https://www.linkedin.com/in/beatrice-texier
[1] https://tweetedtimes.com/Blogalto?s=tnp

Top URLs in Tweet in G10:
[2] https://blog.immortalartist.com/2019/05/notredame.html
[2] https://www.youtube.com/watch?v=yfp_PPRyr2I&list=PL2DB5eM_J-m-GiLsJIEeTxwhC3dw6JhG5&index=6&utm_content=buffer0b0dc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[1] https://rehs.com/Antoine_Blanchard_Marche_aux_fleurs_Porte_Saint_Denis.html
[1] http://agenda.germainpire.info/view_entry.php?id=107939&utm_source=twitter&utm_campaign=20191112&date=20191112
[1] http://agenda.germainpire.info/view_entry.php?id=111378&utm_source=twitter&utm_campaign=20191112&date=20191112
[1] http://agenda.germainpire.info/view_entry.php?id=111380&utm_source=twitter&utm_campaign=20191112&date=20191112
[1] http://agenda.germainpire.info/view_entry.php?id=110282&utm_source=twitter&utm_campaign=20191112&date=20191112
[1] http://agenda.germainpire.info/view_entry.php?id=110882&utm_source=twitter&utm_campaign=20191112&date=20191112
[1] http://agenda.germainpire.info/view_entry.php?id=110883&utm_source=twitter&utm_campaign=20191112&date=20191112
[1] https://www.saatchiart.com/art/Photography-Eiffel-tower-Love-is-the-bridge-between-you-and-everything-in-Paris-Limited-Edition-of-30/1081304/6838279/view

Top Domains
Top Domains in Tweet in Entire Graph:
[528] instagram.com
[356] twitter.com
[249] metallicradio.com
[210] youtube.com
[142] barbwires.com
[123] pscp.tv
[111] senegal7.com
[96] twimg.com
[74] blogspot.com
[61] tags.world

Top Domains in Tweet in G1:
[96] pscp.tv
[52] twitter.com
[15] actu.fr
[9] facebook.com
[7] theguardian.com
[4] yahoo.com
[4] 20minutes.fr
[4] youtube.com
[2] ledauphine.com
[2] latribune.fr

Top Domains in Tweet in G2:
[359] instagram.com
[79] twitter.com
[61] tags.world
[50] youtube.com
[45] etsy.com
[37] webcam-autoroute.eu
[17] traveler.es
[14] coopt-action.fr
[13] leparisien.fr
[12] facebook.com

Top Domains in Tweet in G3:
[12] twitter.com
[5] fdesouche.com
[3] valeursactuelles.com
[2] bvoltaire.fr
[2] ouest-france.fr
[2] pscp.tv
[1] francebleu.fr
[1] ripostelaique.com
[1] lefigaro.fr
[1] leparisien.fr

Top Domains in Tweet in G4:
[39] twitter.com
[14] leparisien.fr
[4] instagram.com
[3] present.fr
[3] liberation.fr
[3] foxoo.com
[2] youtube.com
[2] lexpress.fr
[2] facebook.com
[2] wikipedia.org

Top Domains in Tweet in G5:
[26] twitter.com
[8] cnews.fr
[6] youtube.com
[5] actu-30.info
[4] pscp.tv
[4] unic.ru
[2] france24.com
[2] instagram.com
[2] maddyness.com
[1] facebook.com

Top Domains in Tweet in G6:
[18] parisperfect.com
[16] vivreparis.fr
[13] instagram.com
[12] sortiraparis.com
[9] twitter.com
[8] thepariseffect.net
[7] lefigaro.fr
[4] co.nz
[3] wixsite.com
[3] audencia.com

Top Domains in Tweet in G7:
[3] delcampe.fr
[1] lightzoomlumiere.fr
[1] twitter.com

Top Domains in Tweet in G9:
[5] linkedin.com
[5] meetup.com
[2] twitter.com
[2] lesechos.fr
[1] evenium.net
[1] hpe.com
[1] tweetedtimes.com
[1] youtube.com
[1] fondation-entrepreneurs.mma
[1] des-voyages.fr

Top Domains in Tweet in G10:
[6] germainpire.info
[2] immortalartist.com
[2] youtube.com
[1] rehs.com
[1] saatchiart.com
[1] twitter.com
[1] actonart.fr
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14402] paris
[2437] crous
[1495] france
[781] beyrouth
[625] art
[624] lyon
[604] london
[498] photography
[476] laprecaritetue
[397] musique



Top Hashtags in Tweet in G1:
[4974] paris
[2360] crous
[446] laprecaritetue
[318] giletsjaunes
[188] vidal
[171] lyon
[102] précarité
[86] etudiant
[61] laprécaritétue
[48] 16novembre

Top Hashtags in Tweet in G2:
[1643] paris
[308] france
[88] london
[81] travel
[81] art
[70] photography
[63] newyork
[63] europe
[54] porte
[44] love

Top Hashtags in Tweet in G3:
[725] beyrouth
[400] paris
[118] 13novembre
[103] marchedelahonte
[44] france
[43] marche10novembre
[39] nioublinipardon
[31] bataclan
[22] crous
[17] 13novembre2015

Top Hashtags in Tweet in G4:
[666] paris
[79] conseildeparis
[49] municipales2020
[47] bilan
[37] propreté
[29] budget
[21] france
[18] 13novembre
[18] sarkozy
[18] cesoir

Top Hashtags in Tweet in G5:
[422] paris
[82] france
[69] rdc
[64] parispeaceforum
[55] parispeaceforum2019
[53] lavrov
[48] russia
[47] moscow
[45] diplomacy
[23] macron

Top Hashtags in Tweet in G6:
[658] paris
[83] france
[65] travel
[59] honorédebalzac
[50] tourisme
[38] parisjetaime
[36] eiffeltower
[34] meteo
[32] tourism
[30] fall

Top Hashtags in Tweet in G7:
[435] paris
[368] art
[353] france
[351] photography
[341] artiste
[341] jazz
[341] musique
[341] lyon
[44] streetphotography
[38] blackandwhite

Top Hashtags in Tweet in G8:
[204] paris

Top Hashtags in Tweet in G9:
[77] paris
[36] yourmustread
[29] influencerpromotion
[27] topcasestudy
[26] cybersecurity
[20] influencermarketing
[20] hpediscovermore
[19] knowledge
[18] fintech
[17] ai

Top Hashtags in Tweet in G10:
[214] paris
[98] art
[50] france
[36] artparis
[26] artgallery
[25] artlondon
[25] artbasel
[25] artbaselmiami
[25] artlovers
[25] photography

Top Words
Top Words in Tweet in Entire Graph:
[4260] Words in Sentiment List#1: Positive
[3085] Words in Sentiment List#2: Negative
[46] Words in Sentiment List#3: Angry/Violent
[482649] Non-categorized Words
[490009] Total Words
[18875] #paris
[8485] les
[8384] à
[7199] et
[5278] des

Top Words in Tweet in G1:
[6295] #paris
[5059] les
[4284] #laprecaritetue
[4207] à
[4055] l
[3444] #crous
[3376] devant
[2823] direct
[2685] des
[2467] et

Top Words in Tweet in G2:
[1657] #paris
[367] paris
[312] #france
[300] à
[147] et
[136] france
[132] des
[129] les
[107] pour
[90] #london

Top Words in Tweet in G3:
[1863] et
[1508] par
[1353] #paris
[745] 2019
[728] les
[725] heureusement
[725] bande
[725] connards
[725] médiocrates
[725] lécheurs

Top Words in Tweet in G4:
[1024] #paris
[634] des
[607] et
[565] à
[507] les
[405] pour
[309] une
[305] d
[263] l
[258] qui

Top Words in Tweet in G5:
[581] #paris
[227] à
[175] et
[170] des
[146] pour
[134] emmanuelmacron
[114] l
[113] #france
[111] #parispeaceforum2019
[108] #parispeaceforum

Top Words in Tweet in G6:
[751] #paris
[346] les
[290] à
[251] et
[207] sur
[169] est
[164] des
[163] paris
[141] d
[139] #france

Top Words in Tweet in G7:
[440] #paris
[372] #art
[356] #france
[351] #photography
[341] photography
[341] #artiste
[341] #jazz
[341] #musique
[341] #lyon
[103] dragan

Top Words in Tweet in G8:
[204] #paris

Top Words in Tweet in G9:
[167] #paris
[90] #yourmustread
[70] #ai
[67] #influencerpromotion
[66] #cybersecurity
[65] #topcasestudy
[65] #influencermarketing
[61] #fintech
[52] #influencers
[51] itakethelead

Top Words in Tweet in G10:
[283] #paris
[139] #art
[71] #photography
[69] #france
[47] foto
[47] che
[47] parla
[47] da
[47] sola
[45] paris

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2771] à,#paris
[2283] direct,#paris
[2241] images,t_bouhafs
[2239] #laprecaritetue,images
[1939] qui,s
[1937] s,est
[1936] devant,#crous
[1928] est,immolé
[1695] enseignement,supérieur
[1686] ministère,l

Top Word Pairs in Tweet in G1:
[2243] direct,#paris
[2214] images,t_bouhafs
[2212] #laprecaritetue,images
[1886] devant,#crous
[1881] qui,s
[1876] s,est
[1876] est,immolé
[1570] ministère,l
[1570] l,enseignement
[1570] enseignement,supérieur

Top Word Pairs in Tweet in G2:
[112] #paris,#france
[103] à,#paris
[66] #france,#paris
[50] paris,france
[45] 11,2019
[44] à,paris
[41] france,#paris
[40] #london,#paris
[37] lien,vers
[37] vers,webcam

Top Word Pairs in Tweet in G3:
[725] heureusement,bande
[725] bande,connards
[725] connards,médiocrates
[725] médiocrates,lécheurs
[725] lécheurs,par
[725] par,opportunisme
[725] opportunisme,et
[725] et,bornés
[725] bornés,par
[725] par,gauchisme

Top Word Pairs in Tweet in G4:
[114] une,ligne
[112] à,#paris
[107] au,#conseildeparis
[91] ville,#paris
[70] #transports,#paris
[59] #paris,#ratp
[59] #ratp,#sncf
[58] l,etat
[57] ce,plan
[57] plan,métro

Top Word Pairs in Tweet in G5:
[83] à,#paris
[57] #paris,des
[49] looking,forward
[47] day,visit
[47] visit,#paris
[47] sergey,#lavrov
[47] #russia,#france
[47] #france,#moscow
[47] #moscow,#paris
[47] #paris,#diplomacy

Top Word Pairs in Tweet in G6:
[138] à,#paris
[81] #paris,#france
[77] #france,#tourisme
[73] c,est
[70] il,faut
[69] arc,ciel
[60] incapable,d
[59] est,signe
[59] signe,médiocrité
[59] médiocrité,d

Top Word Pairs in Tweet in G7:
[344] #art,#paris
[341] #photography,#france
[341] #france,#artiste
[341] #artiste,#jazz
[341] #jazz,#musique
[341] #musique,#lyon
[341] #lyon,#art
[103] photography,dragan
[103] dragan,todorović
[103] todorović,#photography

Top Word Pairs in Tweet in G9:
[63] #influencerpromotion,#topcasestudy
[52] #influencers,#influencermarketing
[43] #yourmustread,#influencerpromotion
[41] #topcasestudy,#cybersecurity
[37] #custserv,#ai
[37] #brest,#paris
[37] #cybersecurity,#knowledge
[30] #womenintech,#technology
[30] rues,#paris
[29] les,rues

Top Word Pairs in Tweet in G10:
[47] foto,che
[47] che,parla
[47] parla,da
[47] da,sola
[47] sola,#paris
[36] pourquoi,pas
[32] #art,#paris
[28] #paris,#artgallery
[25] jean,béraud
[25] béraud,avenue

Top Replied-To
Top Replied-To in Entire Graph:
@alluarjun
@grazytgrazynatt
@simonnet2
@jeanmessiha
@nicolassarkozy
@gaspardgantzer
@joyfullyla
@_____yo_____yo
@influencerprom1
@pascaldussinger

Top Replied-To in G1:
@pascaldussinger
@simonnet2
@vilallongapac
@didiermaisto
@20minutes
@_gilets_jaunes_
@vikash_dhorasoo
@maroc_online
@garbo68
@neyrolles75

Top Replied-To in G2:
@dahliadumont

Top Replied-To in G3:
@jeanmessiha
@kimyongur
@emmanuelmacron
@badis10
@garbo68
@nicolasberrod
@lys_mcdes
@arseneahouansou
@infosreseaux
@leparisien_75

Top Replied-To in G4:
@nicolassarkozy
@descodeuses
@boris_tweets
@ramonaradu3
@limportant_fr
@celia_blauel
@ianbrossat
@rayan_nezzar
@abyssin27
@paulsimondon

Top Replied-To in G5:
@brunolemaire
@mo_ibrahimfdn
@cwp241
@emmanuelmacron
@antonioguterres
@bfmtv
@pr_paul_biya
@elysee
@rfi
@romanet

Top Replied-To in G6:
@gaspardgantzer
@europe1
@havenlust
@bfmtv

Top Replied-To in G9:
@grazytgrazynatt
@_____yo_____yo
@influencerprom1
@1sunnysidesue
@kiyotaka_1991
@makeitwithmike
@kugey
@malekalby
@kalydeoo
@karinelazimi

Top Replied-To in G10:
@pjblanchon

Top Mentioned
Top Mentioned in Entire Graph:
@t_bouhafs
@solidairesetu
@metallicradio
@emmanuelmacron
@vikash_dhorasoo
@paris
@latoureiffel
@simonnet2
@clementlanot
@parispeaceforum

Top Mentioned in G1:
@t_bouhafs
@solidairesetu
@vikash_dhorasoo
@simonnet2
@clementlanot
@taoualitamar
@rsouveraine
@collectinterhop
@jmblanquer
@estherbenbassa

Top Mentioned in G2:
@randbreloaded
@universdejeff
@catcalico738
@makeupbydonica
@touroxy
@insprade

Top Mentioned in G3:
@jlmelenchon
@damocles_fr
@vikash_dhorasoo
@ouestfrance
@_brindacier
@t_bouhafs
@jmaphatie
@globalgeonews1
@clementlanot
@delaruejc

Top Mentioned in G4:
@anne_hidalgo
@paris
@bgriveaux
@villanicedric
@lifeforparis
@13onze15
@demprogparis
@le_parisien
@nicolassarkozy
@datirachida

Top Mentioned in G5:
@emmanuelmacron
@parispeaceforum
@fatshi13
@ena_fr
@presidence_rdc
@elysee
@morganebravo
@europemex
@brigittemacron

Top Mentioned in G6:
@latoureiffel
@nikosaliagas
@paris
@europe1
@gaspardgantzer
@sougalaxou
@eu_eyes
@adelmohammedalg
@uk_francefr
@p12jeep

Top Mentioned in G7:
@dublencoigor
@acphotograph
@1j1poilu
@indre1418
@stbslam
@paris

Top Mentioned in G9:
@itakethelead
@cynthia_lardner
@fujio0606
@mallys_
@severinelienard
@cathcervoni
@ipfconline1
@vipeurope5
@influencerprom1
@labordeolivier

Top Mentioned in G10:
@villederouen
@rouen
@metropolerouenn
@vdurruty
@vozgalerie
@cocoturbaines
@paris_normandie
@mda_chatillon
@stampedpaperco
@mac2000paris

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@barbwiresradio
@arkangelscrap
@johnroseputnam
@easy_branches
@sectest9
@jojokejohn
@danielpilotte
@uber_support
@robre62

Top Tweeters in G1:
@blabalade
@m2bliquis
@saragomezaranci
@loudl
@soupa_sewedo
@bonsoirmichel
@clems76lh
@theywillbefree
@dupouvoirdachat
@inachiveg

Top Tweeters in G2:
@crowdcboost
@jobely
@eventsmasters11
@jonhdurden
@87vic_b
@dussolalexis
@jersomewhere
@ebook_travel
@warauha
@redvialrc

Top Tweeters in G3:
@danielpilotte
@mcraffermi
@lunace2pama
@elisahk92
@lacpure
@gg3428
@mariabadin18
@cmartyluso1
@bo_chart
@edira2

Top Tweeters in G4:
@limportant_fr
@le_figaro
@costeslioneler
@iflck
@votezpoisson
@legrouxvincent
@minilicorne69
@afpfr
@ngourd
@nicobaudon

Top Tweeters in G5:
@insdatainter
@abosife2010
@gmanews
@kinshasaweb
@reuters
@mspan10
@yohanncrn
@bfmtv
@orthodoxe
@reforma

Top Tweeters in G6:
@jmlpyt
@gonzalezmam
@noe_urdangaray
@coquetteeric
@europe1
@artallks
@adelle_49
@jeanmichel228
@jolicoeur11
@lizaneye

Top Tweeters in G7:
@mako671178
@derekjohnbryant
@de_plazza
@felipeadanlerma
@dublencoigor
@ronaldclarke
@okayamapc
@rada00563645
@mer_anoto
@ioete_2718null

Top Tweeters in G8:
@stephenoflyf
@uchmoni
@nidahalo
@lockon_cc07
@rubellm
@jsjblues17
@rosickyjr
@davem225
@matthieu_78
@chanams

Top Tweeters in G9:
@arkangelscrap
@easy_branches
@sectest9
@jilliemary
@stevekrohn
@datsyuklover
@drjimmystar
@wanderingstarz1
@papaporter1
@srinualme

Top Tweeters in G10:
@ejlazar
@salvadorpano
@amiha_mu
@edjlazar
@sonialavera
@rousseauagnes
@kingthedarkdhn
@addyiceangel
@beanfrompa
@heavenlypapa