COVID, Twitter, 7/1/2022 9:00:12 AM, 278838


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COVID_2022-07-01_00-43-00.xlsx
COVID_2022-07-01_00-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 01, 2022
Short Description:
COVID via NodeXL https://bit.ly/3OTHtlN
@yvespdb
@f_philippot
@elsacausse
@pfizer
@govrondesantis
@cdcdirector
@mike_auber
@saintbellumhq
@mdbreathe
@paulisci

Top hashtags:
#covid
#covid19
#longcovid
#covid_19
#wimbledon
#uddhavthackeray
#ba5
#ba4
#berrettini

Description:
Description
The graph represents a network of 11,669 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 July 2022 at 07:58 UTC.

The requested start date was Friday, 01 July 2022 at 00:01 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 2-day, 0-hour, 3-minute period from Tuesday, 28 June 2022 at 12:16 UTC to Thursday, 30 June 2022 at 12:19 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 : 11669
Unique Edges : 6961
Edges With Duplicates : 11233
Total Edges : 18194
Number of Edge Types : 5
Retweet : 5058
MentionsInRetweet : 6107
Tweet : 2950
Replies to : 1398
Mentions : 2681
Self-Loops : 2970
Reciprocated Vertex Pair Ratio : 0.00622277535780958
Reciprocated Edge Ratio : 0.0123685837971552
Connected Components : 3270
Single-Vertex Connected Components : 985
Maximum Vertices in a Connected Component : 2244
Maximum Edges in a Connected Component : 4645
Maximum Geodesic Distance (Diameter) : 43
Average Geodesic Distance : 14.92589
Graph Density : 7.12576031245585E-05
Modularity : 0.595818
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,669 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 July 2022 at 07:58 UTC.

The requested start date was Friday, 01 July 2022 at 00:01 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 2-day, 0-hour, 3-minute period from Tuesday, 28 June 2022 at 12:16 UTC to Thursday, 30 June 2022 at 12:19 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 : COVID
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:
[17] https://www.meti.go.jp/covid-19/jizokuka_fusei_nintei.html
[15] https://www.valeursactuelles.com/societe/covid-19-le-president-du-conseil-scientifique-soppose-au-retour-du-masque-obligatoire
[14] https://globalnews.ca/news/8950820/long-covid-canadian-researchers-causes-study/
[11] https://www.reuters.com/business/healthcare-pharmaceuticals/us-fda-advisers-meet-discuss-design-future-covid-vaccines-2022-06-28/
[9] https://www.dailymail.co.uk/news/article-10958689/Covid-19-Australia-Pandemic-babies-no-immunity-viruses-ending-ICU.html
[9] https://dailycaller.com/2022/06/27/cdc-kids-vaccine-covid-coronavirus-flawed-study-fda/
[8] https://www.theglobeandmail.com/canada/article-covid-19-resurgence-mask-mandate/?utm_source=twitter&utm_medium=twitter_moment&utm_campaign=covid_masks_summer&utm_id=covid_masks_summer
[8] https://www.lexpress.fr/actualite/societe/sante/covid-ba-5-le-sous-variant-dont-les-symptomes-intriguent-les-scientifiques_2176059.html
[7] https://time.com/6192587/a-little-pinch-but-it-was-ok-elmo-gets-vaccinated-against-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=171368880
[7] https://babylonbee.com/news/elmo-dies-of-myocarditis-after-receiving-covid-vaccine

Top URLs in Tweet in G1:
[4] https://www.washingtonpost.com/politics/2022/06/29/ted-cruz-elmo-sesame-street-covid-vaccine/
[3] https://www.foxnews.com/opinion/democrats-loved-covid-pandemic-they-wanted-you-love-it
[3] https://www.livemint.com/news/world/plannig-international-travel-2-tourist-destinations-are-recently-added-to-high-covid-risk-list-11656502117870.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://medicalxpress.com/news/2022-06-covid-positive-patients-higher-neurodegenerative.html
[2] https://www.theguardian.com/commentisfree/2022/jun/28/no-masks-no-free-tests-low-sick-pay-the-government-is-back-in-covid-denial
[2] https://www.theguardian.com/society/2022/jun/28/are-pockets-of-covid-in-the-gut-causing-long-term-symptoms
[2] https://www.youtube.com/watch?v=aJI4wwZyZsA&utm_source=dlvr.it&utm_medium=twitter

[2] https://www.muyinteresante.es/salud/articulo/hay-personas-que-toman-kefir-para-combatir-la-covid-19-ayuda-o-no-391655820517
[2] https://www.mirror.co.uk/lifestyle/health/covid-symptom-head-most-reported-27344811?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://twinybots.ch/

Top URLs in Tweet in G2:
[7] https://www.reuters.com/business/healthcare-pharmaceuticals/us-fda-advisers-meet-discuss-design-future-covid-vaccines-2022-06-28/
[7] https://www.lexpress.fr/actualite/societe/sante/covid-ba-5-le-sous-variant-dont-les-symptomes-intriguent-les-scientifiques_2176059.html
[2] https://www.legeneraliste.fr/services/debats-sondages/proposerez-vous-le-2e-rappel-de-vaccin-anti-covid-vos-patients-eligibles-des-cet-ete
[2] https://twitter.com/Andy27646517/status/1541913661769486336
[2] https://apnews.com/article/covid-science-health-england-54d29ae3af5c700f15d704c14ee224b5
[2] https://www.researchgate.net/publication/361585337_Pourquoi_les_enfants_ne_sont_pas_ou_tres_peu_atteints_par_la_COVID-19
[1] https://www.lopinion.fr/politique/le-gouvernement-se-reunit-pour-repondre-a-une-enieme-vague-covid
[1] https://www.leparisien.fr/societe/sante/troubles-menstruels-apres-la-vaccination-anti-covid-les-femmes-ont-des-questions-notre-role-est-dy-repondre-25-06-2022-XNXGCSGH2RBBXGW7NWYJTLOJA4.php
[1] https://www.theepochtimes.com/want-to-be-a-dad-count-your-sperm-if-youve-had-the-jab_4553274.html?est=58UWG627XMoM9PPgl9OLV7kXAoZ7lkwIHjqR4cZe7%2BCOiSKMO%2F2FQd7Rn7o%2Bl3amb7lotTC0hym9
[1] https://principia-scientific.com/700-million-worldwide-die-cv19-vax-2028/

Top URLs in Tweet in G3:
[3] https://www.stokesentinel.co.uk/news/stoke-on-trent-news/fit-healthy-dad-paralysed-covid-7246588
[3] https://www.dailymail.co.uk/health/article-10960617/Stay-inside-youre-vulnerable-Covid-stricken-Jeremy-Vine-leads-calls-RETURN-shielding.html
[2] https://www.independent.co.uk/news/health/covid-infections-glastonbury-spread-latest-b2108716.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1656319012
[2] https://twitter.com/peterstefanovi2/status/1542155297808064519
[2] https://www.independent.co.uk/news/health/covid-cases-uk-compared-country-b2112163.html?amp
[2] https://www.conservativewoman.co.uk/vaccine-was-on-the-way-before-covid-was-confirmed-part-3/
[2] https://www.independent.co.uk/news/uk/politics/boris-johnson-mask-theatre-coronavirus-b1963544.html
[1] https://bit.ly/3OsPrTc
[1] https://www.ansa.it/canale_saluteebenessere/notizie/sanita/2022/06/29/fiaso-i-ricoveri-crescono-del-177.-aumentano-i-problemi-respiratori_71a60518-7661-4672-b3c9-f31a6a452286.html
[1] https://www.ansa.it/sito/notizie/mondo/2022/06/28/covid-pechino-e-shanghai-azzerano-nuovi-casi-dopo-4-mesi_8a1beead-0f82-49c3-9631-4c9c03f5dd15.html

Top URLs in Tweet in G4:
[1] https://www.science.org/content/article/bad-news-paxlovid-coronavirus-can-find-multiple-ways-evade-covid-19-drug?cookieSet=1
[1] https://www.youtube.com/watch?v=BFdzNUus_CE

[1] https://m.ufhealth.org/news/2020/existing-antihistamine-drugs-show-effectiveness-against-covid-19-virus-cell-testing

Top URLs in Tweet in G5:
[7] https://dailycaller.com/2022/06/27/cdc-kids-vaccine-covid-coronavirus-flawed-study-fda/
[2] https://covid.cdc.gov/covid-data-tracker/#variant-proportions
[2] https://www.loudersound.com/news/metallica-cancel-show-due-to-covid
[2] https://time.com/6191655/long-covid-under-diagnosed/
[2] https://www.cnbc.com/2022/06/28/most-women-see-money-as-a-tool-to-effect-change-survey-shows-.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1656417881
[2] https://www.theepochtimes.com/cdc-director-offers-misinformation-in-promoting-covid-19-vaccination-for-children_4555777.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://twitter.com/karenvaites/status/1542457093004967938
[1] https://www.independent.co.uk/news/health/covid-guidance-omicron-sub-variants-uk-cases-b2109973.html
[1] https://twitter.com/yaneerbaryam/status/1539023303330906114
[1] https://www.cnn.com/2022/06/22/health/ba4-ba5-escape-antibodies-covid-vaccine/index.html

Top URLs in Tweet in G7:
[1] https://www.thestar.com/news/canada/2022/06/29/newsalert-naci-recommends-fall-covid-19-booster-in-advance-of-possible-future-wave.html?cq_ck=1656554674787&utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=Health&utm_content=naciboosterrecommendation&utm_source=twitter&source=torontostar&utm_medium=SocialMedia&utm_campaign=&utm_campaign_id=&utm_content=
[1] https://twitter.com/reicherstephen/status/1541321210281304064
[1] https://twitter.com/danielgoyal/status/1541522950570008576
[1] https://www.thestar.com/news/canada/2022/06/30/desperate-for-covid-vaccine-some-parents-of-children-under-5-are-making-the-trek-to-the-us-border.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=National&utm_content=usbordervaccine
[1] https://twitter.com/nbedera/status/1541844866807648256
[1] https://www.irishtimes.com/politics/2022/06/28/state-unable-to-find-any-country-willing-to-take-45m-unused-covid-19-vaccines/
[1] https://twitter.com/profesterman/status/1541657383557943296?s=20&t=toFYGORf1kGfVe7oczD9Tw

Top URLs in Tweet in G8:
[11] https://www.valeursactuelles.com/societe/covid-19-le-president-du-conseil-scientifique-soppose-au-retour-du-masque-obligatoire
[2] https://www.midilibre.fr/2022/06/27/covid-pass-sanitaire-comite-scientifique-fin-de-letat-durgence-que-peut-il-se-passer-apres-le-31-juillet-10398925.php
[1] https://www.twitch.tv/lemondemoderne

Top URLs in Tweet in G10:
[1] https://www.deccanherald.com/science-and-environment/covid-vaccines-saved-20-million-lives-in-first-year-study-shows-1120889.html

Top Domains
Top Domains in Tweet in Entire Graph:
[320] twitter.com
[83] co.uk
[38] youtube.com
[38] com.br
[32] theguardian.com
[28] reuters.com
[23] bit.ly
[22] substack.com
[20] apnews.com
[19] theglobeandmail.com

Top Domains in Tweet in G1:
[107] twitter.com
[10] co.uk
[8] youtube.com
[7] theguardian.com
[7] com.br
[6] msn.com
[5] washingtonpost.com
[4] reuters.com
[4] globalnews.ca
[3] foxnews.com

Top Domains in Tweet in G2:
[7] twitter.com
[7] reuters.com
[7] lexpress.fr
[2] leparisien.fr
[2] legeneraliste.fr
[2] bfmtv.com
[2] apnews.com
[2] researchgate.net
[1] lopinion.fr
[1] theepochtimes.com

Top Domains in Tweet in G3:
[17] co.uk
[9] twitter.com
[3] ansa.it
[3] theguardian.com
[2] bit.ly
[1] ac.uk
[1] time.com
[1] nsnews.com
[1] globalnews.ca
[1] dutchnews.nl

Top Domains in Tweet in G4:
[1] science.org
[1] youtube.com
[1] ufhealth.org

Top Domains in Tweet in G5:
[7] twitter.com
[7] dailycaller.com
[3] co.uk
[3] theepochtimes.com
[2] cdc.gov
[2] loudersound.com
[2] time.com
[2] cnbc.com
[2] statnews.com
[1] cnn.com

Top Domains in Tweet in G7:
[4] twitter.com
[2] thestar.com
[1] irishtimes.com

Top Domains in Tweet in G8:
[11] valeursactuelles.com
[2] midilibre.fr
[1] twitch.tv

Top Domains in Tweet in G10:
[1] deccanherald.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[266] covid
[150] covid19
[57] longcovid
[50] covid_19
[42] wimbledon
[38] uddhavthackeray
[34] ba5
[29] ba4
[28] berrettini
[25] coronavirus



Top Hashtags in Tweet in G1:
[73] covid
[22] covid19
[9] covid_19
[8] wimbledon
[8] news
[7] coronavirus
[5] datavisualization
[5] datascience
[5] analytics
[5] healthtech

Top Hashtags in Tweet in G2:
[18] hdpros
[9] vaccin
[5] passvaccinal
[2] 4emedose
[2] breakingnews
[1] frexitvite
[1] 4èdosepourtous
[1] passesanitaire
[1] macron
[1] politiquedelapeurondemand

Top Hashtags in Tweet in G3:
[16] longcovid
[4] nhs
[3] longcovidkids
[3] covid_19
[2] ansa
[2] covid
[2] inaugurallecture
[2] corona
[2] omicron
[1] attendance

Top Hashtags in Tweet in G5:
[30] ba5
[25] ba4
[21] ba2
[10] covid19
[3] longcovid
[2] covid
[2] caringforeachother
[2] pandemic
[2] acip
[1] covidisnotover

Top Hashtags in Tweet in G7:
[6] cdnpoli
[5] canadaday2022
[2] jeremyvine
[1] cpcldr
[1] onpoli
[1] trending
[1] covid
[1] auspol

Top Hashtags in Tweet in G8:
[13] covid
[11] zelenko
[8] 4emedose
[2] masque
[1] arrêtonslemassacre
[1] effetssecondaires
[1] csi
[1] reinfocovid
[1] mckinsey
[1] covid19

Top Hashtags in Tweet in G9:
[16] noolvidamos
[2] precioscrisisarv

Top Hashtags in Tweet in G10:
[36] uddhavthackeray
[4] mybmcvaccinationupdate
[4] wardt
[2] justin
[2] vaccines
[1] rnravi
[1] covid_19
[1] news7tamil

Top Words
Top Words in Tweet in Entire Graph:
[8034] covid
[1856] 19
[702] ม
[631] people
[425] แพ
[413] more
[376] vaccine
[321] hospital
[312] long
[295] ท

Top Words in Tweet in G1:
[934] covid
[221] 19
[73] #covid
[59] eu
[45] more
[42] cases
[42] não
[41] day
[39] people
[36] still

Top Words in Tweet in G2:
[267] covid
[62] f_philippot
[50] vaccins
[44] ce
[43] mais
[42] quand
[40] comme
[36] par
[34] sont
[34] après

Top Words in Tweet in G3:
[212] covid
[45] people
[27] asking
[25] more
[25] sajidjavid
[23] long
[23] country
[23] during
[22] kit_yates_maths
[21] kept

Top Words in Tweet in G4:
[630] ม
[412] แพ
[267] ท
[165] ด
[162] covid
[140] า
[137] ออกมาว
[136] ง
[136] pwrth22
[134] ผ

Top Words in Tweet in G5:
[100] covid
[34] drericding
[30] #ba5
[25] #ba4
[22] family
[21] dominance
[21] escape
[21] artist
[21] variants
[21] together

Top Words in Tweet in G6:
[7] covid
[4] tom_neverwinter
[3] joenemesis11
[3] ronfancy
[3] godslightangel7
[3] democratslie69
[3] dirk_fasshauer
[3] bamabeast256
[3] the_jedi_right
[3] keltic_witch

Top Words in Tweet in G7:
[135] covid
[26] government
[25] hospital
[24] carolyn_bennett
[24] jeremyvineon5
[23] people
[22] last
[18] number
[17] doctor_oxford
[17] patients

Top Words in Tweet in G8:
[100] covid
[23] non
[23] par
[22] le_general_off_
[20] hôpital
[20] dr
[20] tous
[19] l'hôpital
[18] terrible
[18] témoignage

Top Words in Tweet in G9:
[137] hoy
[137] días
[122] manuelrico
[113] hospital
[108] residentes
[107] gobierno
[105] ayuso
[105] aprobó
[105] protocolo
[105] impedía

Top Words in Tweet in G10:
[89] thank
[49] covid
[47] ji
[43] maharashtra
[38] riteishd
[36] big
[36] shri
[36] #uddhavthackeray
[36] being
[36] progressive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1786] covid,19
[412] ม,แพ
[213] long,covid
[158] ด,covid
[138] covid,vaccine
[137] ออกมาว,า
[134] นภ,ม
[133] คนไข,ท
[133] ท,เป
[133] เป,นภ

Top Word Pairs in Tweet in G1:
[214] covid,19
[18] long,covid
[15] covid,vaccine
[14] positivo,covid
[14] positive,covid
[14] casos,covid
[14] tested,positive
[13] teste,covid
[13] during,covid
[12] covid,cases

Top Word Pairs in Tweet in G2:
[37] vaccins,covid
[28] covid,seule
[28] seule,maladie
[28] maladie,laquelle
[28] laquelle,t'emmerde
[28] t'emmerde,max
[28] max,quand
[28] quand,l'as
[28] l'as,mais
[28] mais,ton

Top Word Pairs in Tweet in G3:
[23] during,covid
[22] long,covid
[21] kept,country
[21] country,moving
[21] moving,during
[20] calling,key
[20] key,workers
[20] workers,kept
[20] covid,militant
[20] militant,asking

Top Word Pairs in Tweet in G4:
[399] ม,แพ
[158] ด,covid
[137] ออกมาว,า
[134] covid,19
[133] คนไข,ท
[133] ท,เป
[133] เป,นภ
[133] นภ,ม
[133] แพ,ท
[133] ท,งภ

Top Word Pairs in Tweet in G5:
[25] #ba5,#ba4
[21] dominance,escape
[21] escape,artist
[21] artist,variants
[21] variants,#ba5
[21] #ba4,together
[21] together,topping
[21] topping,52
[21] 52,strains
[21] strains,#ba2

Top Word Pairs in Tweet in G6:
[3] the_jedi_right,keltic_witch
[2] ronfancy,shellyrkirchoff
[2] trumplost5,jalan21813286
[2] jalan21813286,astragal
[2] astragal,hamradiojoe
[2] hamradiojoe,winthorpphd
[2] carlbotha2,lanemonstertx61
[2] lanemonstertx61,tifaswindmill
[2] tifaswindmill,howienudet
[2] howienudet,itisjustmebabe

Top Word Pairs in Tweet in G7:
[21] covid,hospital
[17] number,patients
[17] patients,covid
[17] hospital,risen
[17] risen,70
[17] 70,last
[17] last,month
[17] month,despite
[17] despite,government
[17] government,tells

Top Word Pairs in Tweet in G8:
[18] terrible,témoignage
[18] témoignage,destruction
[18] destruction,organisée
[18] organisée,hôpital
[18] hôpital,par
[18] par,dr
[18] dr,fouché
[18] fouché,comment
[18] comment,l'hôpital
[18] l'hôpital,devenu

Top Word Pairs in Tweet in G9:
[122] manuelrico,hoy
[105] días,gobierno
[105] gobierno,ayuso
[105] ayuso,aprobó
[105] aprobó,protocolo
[105] protocolo,impedía
[105] impedía,trasladar
[105] trasladar,hospital
[104] hospital,residentes
[100] residentes,vulnerab

Top Word Pairs in Tweet in G10:
[36] big,thank
[36] thank,shri
[36] shri,#uddhavthackeray
[36] #uddhavthackeray,ji
[36] ji,being
[36] being,progressive
[36] progressive,proactive
[36] proactive,caring
[36] caring,chief
[36] chief,minister

Top Replied-To
Top Replied-To in Entire Graph:
@carolyn_bennett
@deborahmeaden
@jeremyvineon5
@covid_parent
@livelawindia
@mediavenir
@bfmtv
@juneslater17
@mark_butler_mp
@augersmonster

Top Replied-To in G1:

Top Replied-To in G2:
@marseille_jeff
@laurencepino
@olivierfente
@e2villiers
@8354_collot
@naphtalinelebon

Top Replied-To in G3:
@dotlepkowska
@essexpr
@rishisunak
@will197811
@dominiquetaegon
@pippacrerar
@anna_soubry
@borisjohnson
@officialeua
@deadlyrhubarb

Top Replied-To in G4:
@pwrth22

Top Replied-To in G5:
@tparaclete
@drericding
@cliftonaduncan
@kelleykga
@politicalmath
@allenbayswater
@bullfrog35
@imakeartifacts
@jeromeadamsmd
@oc52130

Top Replied-To in G6:
@princesspbbaby
@godslightangel7
@8brianvogel4
@angryfleas

Top Replied-To in G7:
@carolyn_bennett
@jeremyvineon5
@claredonaldso17
@roman_baber
@justintrudeau
@rmarsh991
@aardvarkaudrey
@christo68496882
@albomp
@fourwinns298

Top Replied-To in G8:
@alexandrosm
@poulin2012
@didier_d1
@frg05815731

Top Replied-To in G10:
@riteishd
@hvgoenka
@rishi_duttt
@barandbench
@chitrakwagh
@mybmc

Top Mentioned
Top Mentioned in Entire Graph:
@pwrth22
@manuelrico
@f_philippot
@livelawindia
@karleia
@jeffsatur
@elisevelaz9
@riteishd
@beoncloud_th
@drericding

Top Mentioned in G1:
@presseportal_ch
@adhdmirage
@qeeyoubet
@richardksense
@smatt1
@loshgze
@fajarhayati7

Top Mentioned in G2:
@f_philippot
@igordosgort
@e2villiers
@blemontd
@banounhelene
@gabinjean3
@soignantsmlu
@stephm46708316
@dupontaignan
@sarah41659531

Top Mentioned in G3:
@kit_yates_maths
@sajidjavid
@peterstefanovi2
@borisjohnson
@dotlepkowska
@dr2nisreenalwan
@rmtunion
@parisdaguerre
@essexpr
@saffiya_khan1

Top Mentioned in G4:
@pwrth22
@manopsi
@dartwillow

Top Mentioned in G5:
@drericding
@cdcgov
@kelleykga
@cdcdirector
@cliftonaduncan
@dailycaller
@tomfitton
@twitter
@sesamestreet
@jeromeadamsmd

Top Mentioned in G6:
@tom_neverwinter
@joenemesis11
@ronfancy
@democratslie69
@dirk_fasshauer
@bamabeast256
@the_jedi_right
@keltic_witch
@itisjustmebabe
@lifenyc2

Top Mentioned in G7:
@thejeremyvine
@doctor_oxford
@jeremyvineon5
@stormhuntley
@carolyn_bennett
@danielgoyal
@lauramiers
@justintrudeau
@atipico1996
@roman_baber

Top Mentioned in G8:
@le_general_off_
@verity_france
@helene979566
@erikloridan
@linval59
@angeliquelebes1
@zen_hoko
@ex_infirmier
@louisfouch3
@sexyenpointes

Top Mentioned in G9:
@manuelrico
@fiscal_es
@perdidueblog
@rcko3

Top Mentioned in G10:
@riteishd
@officeofut
@urmilamatondkar
@one_by_two
@pmoindia
@ips_nupurprasad
@mybmc
@reallyswara
@hmoindia
@kirenrijiju

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@zazoomblog
@knewz_currently
@tesco
@sunoticiero
@zyitegadgets
@afropages
@jatirado
@jcc_news
@kanekos69

Top Tweeters in G1:
@zazoomblog
@knewz_currently
@zyitegadgets
@afropages
@jcc_news
@bdnews24
@beritasatu
@dev_discourse
@adabagcompany
@swissbusiness

Top Tweeters in G2:
@altai_armande
@fleur2108
@uniquecmoi
@vitot27
@sarah41659531
@rmcsport
@avril_sylvie
@jackimbe
@tyranosaure2
@myriamjerome

Top Tweeters in G3:
@roblwilson
@dailymirror
@markorusso69
@neric16
@trackntracer
@rioslade
@watergatesummer
@nononoeu
@peterdilworth1
@saffiya_khan1

Top Tweeters in G4:
@fuqkin
@bsgbdc1
@aaomxst_
@peon_sup
@kwannnl_0805
@ifeelgood_fk
@justtmaii
@minii3z
@sowhatnotfound
@jpbjenny

Top Tweeters in G5:
@blanketcrap
@shell_loyd
@cnbc
@annie5133
@dailycaller
@roncoleman
@sweetie_tweeter
@conniesuver
@cassandranocov
@auriandra

Top Tweeters in G6:
@can_ada
@riskographer2
@rhsibley
@marvin_hill123
@arnold_usa1776
@sandraclunie
@carlbotha2
@angel_13_rising
@wontbesilent2
@malo_j

Top Tweeters in G7:
@torontostar
@colleenmmck618
@maelysdervenn
@pwsimerimiaw
@implausibleblog
@i__poet
@djdynamicnc
@grb090423
@lauramiers
@radiodandy75

Top Tweeters in G8:
@nouveau_papy
@g0rille
@grobisr
@lepeuplededroit
@larabaron9
@francoise17deux
@christi22917002
@redge05155833
@jikampek1
@moreaumariehln1

Top Tweeters in G9:
@chuchoquehabla
@rcko3
@guasch22
@souto53
@ivallevalle
@carlosc13408089
@aquelesanosdom1
@josemeleroayala
@lastk
@redheadbrave22

Top Tweeters in G10:
@justice78602373
@itsramya_2506
@blacksheep_119
@amms28
@amitmehra
@news7tamil
@hemanthb_19
@bjp4india
@barandbench
@ssrkafan21