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#frenchTech_2022-01-17_19-08-08.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 18, 2022
Short Description:
#frenchTech via NodeXL https://bit.ly/3GDRUq5
@cedric_o
@chidambara09
@sebbourguignon
@exotec
@bymaddyness
@lesechos
@grazytgrazynatt
@albertoemachado
@lafrenchtech
@codewithtwitchi

Top hashtags:
#ehealth
#digital
#women
#fashiontech
#datascientist
#cx
#frenchtech

Description:
Description
The graph represents a network of 1,800 Twitter users whose tweets in the requested range contained "#frenchTech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 18 January 2022 at 03:28 UTC.

The requested start date was Tuesday, 18 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 23-hour, 35-minute period from Tuesday, 11 January 2022 at 19:38 UTC to Monday, 17 January 2022 at 19:13 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 : 1800
Unique Edges : 1515
Edges With Duplicates : 14345
Total Edges : 15860
Number of Edge Types : 5
Retweet : 5644
MentionsInRetweet : 6028
Mentions : 3094
Tweet : 1064
Replies to : 30
Self-Loops : 1684
Reciprocated Vertex Pair Ratio : 0.0312606184165817
Reciprocated Edge Ratio : 0.0606260296540362
Connected Components : 164
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 1373
Maximum Edges in a Connected Component : 15016
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.188142
Graph Density : 0.000937249089000062
Modularity : 0.16597
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,800 Twitter users whose tweets in the requested range contained "#frenchTech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 18 January 2022 at 03:28 UTC.

The requested start date was Tuesday, 18 January 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 23-hour, 35-minute period from Tuesday, 11 January 2022 at 19:38 UTC to Monday, 17 January 2022 at 19:13 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 : #frenchTech
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:
[434] https://twinybots.ch/
[63] https://thejavasea.com/resources/exclusive-dark.66/
[61] https://forum.blackhorseoffroad.com/threads/whats-a-bull-bar-and-why-is-it-a-valuable-addition-to-any-truck-or-suv.70/
[60] https://thejavasea.com/threads/stealing-hashes-with-serioussam-cve-2021%E2%80%9336934.5912/
[54] https://forum.blackhorseoffroad.com/threads/black-horse-off-road-sema-2019.41/
[49] https://www.maddyness.com/2022/01/11/qui-sont-licornes-francaises/
[47] https://thejavasea.com/threads/informit-%E2%80%93linear-algebra-for-machine-learning-2020-12.5750/
[42] https://forum.blackhorseoffroad.com/threads/new-off-roading-trailer-lets-you-sleep-in-the-most-remote-locations.83/#post-101
[42] https://forum.blackhorseoffroad.com/threads/get-additional-front-protection-installed-on-ford-ranger.85/
[38] https://hbr-org.cdn.ampproject.org/c/s/hbr.org/amp/2017/01/the-neuroscience-of-trust

Top URLs in Tweet in G1:
[5] https://www.lesechos.fr/start-up/deals/robotique-exotec-devient-la-25e-licorne-de-la-french-tech-1379526
[4] https://sifted.eu/articles/exotec-raise-335m-unicorn/
[4] https://www.latribune.fr/technos-medias/innovation-et-start-up/exotec-premiere-licorne-industrielle-de-la-french-tech-en-route-vers-le-milliard-d-euros-de-revenus-902067.html
[4] https://www.latribune.fr/technos-medias/innovation-et-start-up/11-6-milliards-d-euros-leves-en-2021-la-french-tech-explose-tous-ses-records-902080.html
[3] https://www.lesechos.fr/start-up/ecosysteme/25e-licorne-comment-la-french-tech-a-pulverise-lobjectif-fixe-par-emmanuel-macron-1379574
[3] https://twitter.com/EmmanuelMacron/status/1482963796629012482
[3] https://twitter.com/emmanuelmacron/status/1482963796629012482
[2] https://www.latribune.fr/technos-medias/innovation-et-start-up/souverainete-taille-critique-mixite-bourse-gafam-les-cinq-faiblesses-de-la-french-tech-902089.html
[2] https://twitter.com/F_Desouche/status/1481594353051217921?s=20
[2] https://twitter.com/exotec/status/1482970956293459972

Top URLs in Tweet in G2:
[431] https://twinybots.ch/
[61] https://thejavasea.com/resources/exclusive-dark.66/
[59] https://forum.blackhorseoffroad.com/threads/whats-a-bull-bar-and-why-is-it-a-valuable-addition-to-any-truck-or-suv.70/
[58] https://thejavasea.com/threads/stealing-hashes-with-serioussam-cve-2021%E2%80%9336934.5912/
[52] https://forum.blackhorseoffroad.com/threads/black-horse-off-road-sema-2019.41/
[46] https://thejavasea.com/threads/informit-%E2%80%93linear-algebra-for-machine-learning-2020-12.5750/
[41] https://forum.blackhorseoffroad.com/threads/new-off-roading-trailer-lets-you-sleep-in-the-most-remote-locations.83/#post-101
[39] https://forum.blackhorseoffroad.com/threads/get-additional-front-protection-installed-on-ford-ranger.85/
[38] https://hbr-org.cdn.ampproject.org/c/s/hbr.org/amp/2017/01/the-neuroscience-of-trust
[34] https://thejavasea.com/threads/discord-token-checker.2447/

Top URLs in Tweet in G3:
[34] https://www.maddyness.com/2022/01/11/qui-sont-licornes-francaises/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269843
[5] https://www.lesechos.fr/start-up/impact/french-tech-les-femmes-toujours-moins-financees-et-moins-payees-1379118
[4] https://doceo-formation.com/
[3] http://sebastienbourguignon.com/2020/06/29/portraitdestartuper-86-symbioide-alexandre-bouttier-francois-landreau-startup-frenchtech/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[3] http://sebastienbourguignon.com/2020/06/24/portraitdestartuper-83-libeo-pierre-dutaret-libeo_io-pierredutaret-startup-frenchtech/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[3] http://sebastienbourguignon.com/2021/05/13/portraitdestartuper-34-cinetpay-idriss-marcial-monthe-cinetpay-cc-leswave-startup-frenchtech/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[3] http://sebastienbourguignon.com/2020/05/14/portraitdestartuper-aive-rudy-lellouche-aive-lellouche_rudy-startup-frenchtech/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[3] http://sebastienbourguignon.com/2021/05/28/portraitdestartuper-45-chaintrust-mickael-landon-chaintrustai-startup-frenchtech/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[3] http://sebastienbourguignon.com/2020/07/14/portraitdestartuper-97-hyperlex-alexandre-grux-hyperlex_-agrux-via-axeleo-startup-frenchtech/?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap

Top URLs in Tweet in G4:
[11] https://www.lefigaro.fr/secteur/high-tech/back-market-la-place-de-marche-du-reconditionne-leve-450-millions-d-euros-20220111?utm_source=pocket_mylist
[10] https://www.maddyness.com/2022/01/11/qui-sont-licornes-francaises/
[8] https://www.maddyness.com/2022/01/12/buster-ai-lutte-contre-fausses-informations/?utm_source=pocket_mylist
[6] https://startupsmagazine.co.uk/article-top-ten-startups-ces
[6] https://techcrunch.com/2022/01/10/business-banking-startup-qonto-raises-552-million-at-5-billion-valuation/?utm_source=pocket_mylist
[5] https://www.usine-digitale.fr/article/les-salaires-des-patrons-de-la-french-tech-ont-augmente-de-30-en-2021.N1174832?utm_source=pocket_mylist
[4] https://www.lalibre.be/economie/digital/ces-elements-geopolitiques-qui-influencent-le-bitcoin-61df20c4d8ad586d308c236d/
[4] https://business-booster-247.com/meilleur-pays-pour-creer-une-start-up-entreprise/
[4] https://landing.digimind.com/fr/top-licornes-next40-france-reseaux-sociaux?utm_campaign=FR-DS-2021Q2NB-
[4] Industry-report-

Top URLs in Tweet in G5:
[6] https://twitter.com/EmmanuelMacron/status/1482963796629012482
[5] https://www.techno-science.net/
[4] https://www.lesechos.fr/start-up/portraits/french-tech-les-10-femmes-a-suivre-en-2022-1379254
[3] https://twitter.com/emmanuelmacron/status/1482963796629012482
[3] https://laminute.info/
[2] https://twitter.com/philippemetayer/status/1481200648498688000
[2] https://www.melty.fr/bon-plan-comment-beneficier-de-reductions-avec-son-pass-navigo-a782519.html
[2] https://www.phonandroid.com/soldes-hiver-apple-2022-offres-iphone-airpods-et-apple-watch.html
[2] https://www.phonandroid.com/soldes-casques-audio-ecouteurs-top-offres.html
[2] https://www.20minutes.fr/guide-achat/3217107-20220114-soldes-hiver-bijenkorf-ralph-lauren-levis-moncler-dyson

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=PkbwRg3VMY8&feature=youtu.be


Top URLs in Tweet in G7:
[19] https://www.lesechos.fr/start-up/ecosysteme/25e-licorne-comment-la-french-tech-a-pulverise-lobjectif-fixe-par-emmanuel-macron-1379574
[1] https://twitter.com/EmmanuelMacron/status/1482963796629012482

Top URLs in Tweet in G8:
[1] https://www.lesechos.fr/start-up/portraits/french-tech-les-10-femmes-a-suivre-en-2022-1379254
[1] https://www.usine-digitale.fr/article/etude-2021-annee-record-pour-la-french-tech-avec-11-56-milliards-d-euros-leves.N1773867
[1] https://www.maddyness.com/2022/01/11/qui-sont-licornes-francaises/

Top URLs in Tweet in G9:
[1] https://mbamci.com/la-food-tech-francaise-face-aux-defis-de-l-alimentation/

Top Domains
Top Domains in Tweet in Entire Graph:
[775] thejavasea.com
[626] blackhorseoffroad.com
[434] twinybots.ch
[217] forbes.com
[181] twitter.com
[154] co.uk
[145] business-booster-247.com
[109] lesechos.fr
[107] linkedin.com
[89] bloomberg.com

Top Domains in Tweet in G1:
[21] twitter.com
[11] latribune.fr
[9] lesechos.fr
[4] sifted.eu
[2] linkedin.com
[2] maddyness.com
[1] frenchweb.fr
[1] ampproject.org
[1] usinenouvelle.com
[1] lafrenchtech-aixmarseille.fr

Top Domains in Tweet in G2:
[747] thejavasea.com
[601] blackhorseoffroad.com
[431] twinybots.ch
[214] forbes.com
[146] co.uk
[93] linkedin.com
[88] bloomberg.com
[78] medium.com
[77] neurosciencenews.com
[75] twitter.com

Top Domains in Tweet in G3:
[65] sebastienbourguignon.com
[34] maddyness.com
[28] thejavasea.com
[25] blackhorseoffroad.com
[17] lesechos.fr
[16] twitter.com
[5] nodexlgraphgallery.org
[4] latribune.fr
[4] doceo-formation.com
[3] forbes.com

Top Domains in Tweet in G4:
[84] business-booster-247.com
[23] maddyness.com
[15] lefigaro.fr
[15] twitter.com
[14] usine-digitale.fr
[9] lesechos.fr
[7] techcrunch.com
[6] co.uk
[5] lalibre.be
[5] bfmtv.com

Top Domains in Tweet in G5:
[27] twitter.com
[19] techno-science.net
[15] phonandroid.com
[14] 20minutes.fr
[10] melty.fr
[9] hitek.fr
[9] idboox.com
[8] lesechos.fr
[7] clubic.com
[7] frandroid.com

Top Domains in Tweet in G6:
[1] youtube.com

Top Domains in Tweet in G7:
[19] lesechos.fr
[1] twitter.com

Top Domains in Tweet in G8:
[1] lesechos.fr
[1] usine-digitale.fr
[1] maddyness.com

Top Domains in Tweet in G9:
[1] mbamci.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3947] ehealth
[3737] digital
[3587] women
[3489] fashiontech
[3424] datascientist
[3333] cx
[3189] frenchtech
[3181] insurtech
[3145] finserv
[2598] ces2023



Top Hashtags in Tweet in G1:
[146] frenchtech
[29] licorne
[12] industriedufutur
[12] industrielle
[12] exotec
[10] macron
[10] licornes
[8] startups
[7] tech
[6] 10000startups

Top Hashtags in Tweet in G2:
[3931] ehealth
[3572] women
[3571] digital
[3472] fashiontech
[3411] datascientist
[3318] cx
[3169] insurtech
[3120] finserv
[2585] ces2023
[2478] data

Top Hashtags in Tweet in G3:
[187] frenchtech
[116] startup
[83] portraitdestartuper
[55] bigdata
[51] devcommunity
[49] technology
[35] licornes
[34] infographie
[34] françaises
[27] automotive

Top Hashtags in Tweet in G4:
[199] frenchtech
[88] choosefrance
[65] startups
[58] entreprises
[56] royaumeuni
[54] francerelance
[54] brexit
[46] innovation
[43] france2030
[42] entrepreneuriat

Top Hashtags in Tweet in G5:
[235] frenchtech
[139] socialspot
[139] bonsplans
[139] parismaville
[7] startup
[7] licornes
[6] startups
[4] innovation
[3] licorne
[3] france

Top Hashtags in Tweet in G6:
[55] greve13janvier
[55] startups
[55] frenchtech

Top Hashtags in Tweet in G7:
[40] frenchtech
[19] macron
[1] 5ansdeplus
[1] macron2022

Top Hashtags in Tweet in G8:
[28] frenchtech
[12] womenintech
[12] feelgood
[5] french
[5] ces2022
[2] startup
[1] infographie
[1] licornes
[1] françaises
[1] sustainability

Top Hashtags in Tweet in G9:
[1] foodtech
[1] alimentation
[1] frenchtech
[1] mbamci

Top Hashtags in Tweet in G10:
[2] promoedutech
[1] influencerpromotion
[1] topcasestudy
[1] yourmustread
[1] cybersecurity
[1] megatrends
[1] tech
[1] fintech
[1] frenchtech
[1] influencermarketing

Top Words
Top Words in Tweet in Entire Graph:
[3947] #ehealth
[3739] #digital
[3587] #women
[3489] #fashiontech
[3424] #datascientist
[3333] #cx
[3194] #frenchtech
[3181] #insurtech
[3145] #finserv
[2817] chidambara09

Top Words in Tweet in G1:
[344] rien
[285] cedric_o
[184] 2022
[184] innovation
[178] peut
[175] donc
[173] faire
[172] programme
[172] présidentiel
[172] 44

Top Words in Tweet in G2:
[3931] #ehealth
[3572] #women
[3571] #digital
[3472] #fashiontech
[3411] #datascientist
[3318] #cx
[3169] #insurtech
[3120] #finserv
[2797] chidambara09
[2585] #ces2023

Top Words in Tweet in G3:
[192] #frenchtech
[121] #startup
[83] #portraitdestartuper
[55] #bigdata
[51] #devcommunity
[50] sebbourguignon
[49] #technology
[41] #
[36] explose
[35] #licornes

Top Words in Tweet in G4:
[199] #frenchtech
[88] #choosefrance
[65] #startups
[58] #entreprises
[56] #royaumeuni
[54] 2022
[54] #francerelance
[54] #brexit
[47] yes
[46] #innovation

Top Words in Tweet in G5:
[235] #frenchtech
[139] #socialspot
[139] #bonsplans
[139] #parismaville
[76] soldes
[39] réduction
[37] bon
[34] plan
[28] 2022
[25] ce

Top Words in Tweet in G6:
[55] agilité
[55] j'écris
[55] ton
[55] nom
[55] force
[55] state
[55] teachers
[55] #greve13janvier
[55] #startups
[55] #frenchtech

Top Words in Tweet in G7:
[40] #frenchtech
[21] disait
[21] c'est
[21] impossible
[21] service
[21] français
[21] l'emploi
[21] notre
[21] souveraineté
[20] jjb_82

Top Words in Tweet in G8:
[28] #frenchtech
[24] record
[14] 10
[12] #womenintech
[12] #feelgood
[12] lire
[12] femmes
[12] suivre
[12] 2022
[12] audrey

Top Words in Tweet in G9:
[34] face
[34] aux
[34] nouveaux
[34] défis
[34] alimentation
[34] food
[34] tech
[34] française
[34] compte
[34] bien

Top Words in Tweet in G10:
[2] grazytgrazynatt
[2] #promoedutech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3051] #digital,#cx
[3040] #datascientist,#digital
[3016] #cx,#women
[3016] #women,#ehealth
[2961] #finserv,#fashiontech
[2869] #fashiontech,#insurtech
[2586] #ces2023,#finserv
[2470] #ehealth,#data
[2452] #data,#ces2023
[2102] chidambara09,#datascientist

Top Word Pairs in Tweet in G1:
[172] peut,donc
[172] donc,faire
[172] faire,programme
[172] programme,présidentiel
[172] présidentiel,44
[172] 44,2022
[172] 2022,disant
[172] disant,rien
[172] rien,presque
[172] presque,rien

Top Word Pairs in Tweet in G2:
[3038] #digital,#cx
[3028] #datascientist,#digital
[3003] #cx,#women
[3003] #women,#ehealth
[2948] #finserv,#fashiontech
[2858] #fashiontech,#insurtech
[2573] #ces2023,#finserv
[2458] #ehealth,#data
[2440] #data,#ces2023
[2091] chidambara09,#datascientist

Top Word Pairs in Tweet in G3:
[106] #startup,#frenchtech
[46] #devcommunity,#technology
[34] #infographie,valorisation
[34] valorisation,#licornes
[34] #licornes,#françaises
[34] #françaises,explose
[34] explose,bymaddyness
[33] dimitrihommel,#infographie
[33] bymaddyness,#
[27] sebbourguignon,#portraitdestartuper

Top Word Pairs in Tweet in G4:
[54] #entreprises,#startups
[40] #choosefrance,#investingreat
[40] #francerelance,#frenchtech
[39] yes,#entreprises
[39] #royaumeuni,#brexit
[36] #investingreat,yes
[30] #frenchtech,#france2030
[29] #startups,#francerelance
[22] bb,247
[22] #france2030,#royaumeuni

Top Word Pairs in Tweet in G5:
[139] #socialspot,#frenchtech
[139] #frenchtech,#bonsplans
[139] #bonsplans,#parismaville
[34] bon,plan
[20] soldes,d'hiver
[12] bons,plans
[11] phonandroid,#socialspot
[10] hiver,2022
[9] hitek,#socialspot
[9] melty,#socialspot

Top Word Pairs in Tweet in G6:
[55] agilité,j'écris
[55] j'écris,ton
[55] ton,nom
[55] nom,force
[55] force,state
[55] state,teachers
[55] teachers,#greve13janvier
[55] #greve13janvier,#startups
[55] #startups,#frenchtech
[54] karimduvalshow,agilité

Top Word Pairs in Tweet in G7:
[21] disait,c'est
[21] c'est,impossible
[21] impossible,#frenchtech
[21] #frenchtech,service
[21] service,français
[21] français,l'emploi
[21] l'emploi,notre
[21] notre,souveraineté
[20] jjb_82,disait
[20] souveraineté,peu

Top Word Pairs in Tweet in G8:
[12] #womenintech,#feelgood
[12] #feelgood,lire
[12] lire,#frenchtech
[12] #frenchtech,10
[12] 10,femmes
[12] femmes,suivre
[12] suivre,2022
[12] 2022,audrey
[12] audrey,bourolleau
[12] bourolleau,a_bourolleau

Top Word Pairs in Tweet in G9:
[34] face,aux
[34] aux,nouveaux
[34] nouveaux,défis
[34] défis,alimentation
[34] alimentation,food
[34] food,tech
[34] tech,française
[34] française,compte
[34] compte,bien
[34] bien,jouer

Top Replied-To
Top Replied-To in Entire Graph:
@exotec
@emmanuelmacron
@grazytgrazynatt
@ankorstore
@cedric_o
@jimdargan
@jacquescreyssel
@uneheuredepeine
@veroniquegenest
@shibastronaute

Top Replied-To in G1:
@exotec
@emmanuelmacron
@cedric_o
@drousseaueu
@fplaie
@archos

Top Replied-To in G2:
@hashtagmarketi7
@grazytgrazynatt
@jimdargan
@chidambara09
@btczfuturecoin

Top Replied-To in G3:
@jacquescreyssel

Top Replied-To in G4:
@ankorstore
@raph_bloch
@septeo_groupe
@elsabembaron

Top Replied-To in G10:
@grazytgrazynatt

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@betamoroney
@evasmartai
@curveslive
@trucksoff
@cedric_o
@itnewsfrance
@bymaddyness
@exotec

Top Mentioned in G1:
@cedric_o
@exotec
@romain_moulin
@emmanuelmacron
@latribune
@sellsy_app
@sylvrolland
@_jcbales
@el_ephant
@frenchtechbdx

Top Mentioned in G2:
@chidambara09
@enilev
@betamoroney
@evasmartai
@curveslive
@trucksoff
@btczfuturecoin
@grazytgrazynatt
@xoceqp
@bluejak3

Top Mentioned in G3:
@sebbourguignon
@lesechos
@bymaddyness
@dimitrihommel
@curveslive
@trucksoff
@labordeolivier
@enilev
@albertoemachado
@chidambara09

Top Mentioned in G4:
@bymaddyness
@getqonto
@backmarket
@realdidieruk
@philippemetayer
@flashtweet
@ugosetti
@cedric_o
@bfmbusiness
@buster_ai

Top Mentioned in G5:
@coqeco
@garo_libre

Top Mentioned in G6:
@karimduvalshow

Top Mentioned in G7:
@jjb_82
@boblecentriste
@cedric_o
@emmanuelmacron

Top Mentioned in G8:
@a_bourolleau
@laurentalaus
@pierrecappelli
@auumfr
@wai_bnpp
@bankofthewest
@clabamericas
@kalydeoo
@sophiecahen
@charlottefann

Top Mentioned in G9:
@guelibolianl
@mbamci
@ilv_formations

Top Mentioned in G10:
@influencerprom1
@itakethelead
@365surmarius
@themrblueprint
@mrkmrkmoh
@mariussou
@kiyotaka_1991
@easy_branches
@stevekrohn
@janankerstjerne

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@easy_branches
@paoloigna1
@chidambara09
@xaelbot
@codedailybot
@loupo85
@evankirstel
@meruemgi

Top Tweeters in G1:
@costeslioneler
@deycatherine1
@breizh2008
@sncf
@sol121nadia
@m75sylvie
@bourganne
@nordsud6213
@rldi_lamy
@filippimichel

Top Tweeters in G2:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@ipythonistabot
@morolswediu
@artificialbra1n
@discovertech3

Top Tweeters in G3:
@paoloigna1
@loupo85
@evankirstel
@francemob
@lesechos
@nicochan33
@vivmilano
@codewithtwitchi
@regamertron
@shi4tech

Top Tweeters in G4:
@meruemgi
@le_figaro
@nicobaudon
@jeandoobs
@laveilletechno
@lesguer_lionel
@aureliecoudouel
@techcrunch
@actualites_nrv
@lacroix

Top Tweeters in G5:
@thedarkpixel
@drnic1
@teslawf
@bluetouff
@victorcahat
@altaide
@cefoveau
@premartinpatric
@fonseca_off
@franceamerique

Top Tweeters in G6:
@v_boissel
@captaingeofery
@babou_lou
@rirechansons
@bertrandmocquet
@klorydryk
@pierrepo
@k_das_schloss
@mario16569
@pr_logos

Top Tweeters in G7:
@catherinemginn
@gailuronnicky
@lenamaddie18
@bonuscr
@popimme
@boblecentriste
@b93573037
@olisab1949115
@astrolabe7629
@solangelavie

Top Tweeters in G8:
@jblefevre60
@pierrecappelli
@3itcom
@ym78200
@metoscm
@ej_restless
@azurflorian
@richardkimphd
@christinesoto12
@tewoz

Top Tweeters in G9:
@mbamci
@noahmarc
@ilv_formations
@_rudyramin
@samanthabourgis
@laurent_cherfan
@chris_bourgeois
@umbertolopes
@lindachanussot
@aurelie_b_l

Top Tweeters in G10:
@easy_branches
@stevekrohn
@janankerstjerne
@edaccessible
@themrblueprint
@debraruh
@beverleyglazer
@mariussou
@franzrusso
@itakethelead