COVID, Twitter, 6/1/2022 11:25:40 AM, 277448


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COVID_2022-06-01_00-34-41.xlsx
COVID_2022-06-01_00-34-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2022
Short Description:
COVID via NodeXL https://bit.ly/3NaGNrJ
@kathyconwom
@ozraeliavi
@addynovasaridi
@datadrivenmd
@andrealisation
@hwindsordotcom
@ichudov
@mathewmoisture
@melanieweckert
@katdaily57

Top hashtags:
#covid
#covid19
#longcovid
#covid_19
#pfizer
#cuba
#paxlovid
#โควิด19

Description:
Description
The graph represents a network of 11,299 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 Wednesday, 01 June 2022 at 07:48 UTC.

The requested start date was Wednesday, 01 June 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, 5-minute period from Sunday, 29 May 2022 at 12:14 UTC to Tuesday, 31 May 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 : 11299
Unique Edges : 6914
Edges With Duplicates : 10882
Total Edges : 17796
Number of Edge Types : 5
Retweet : 4919
MentionsInRetweet : 5884
Replies to : 1332
Tweet : 3051
Mentions : 2610
Self-Loops : 3090
Reciprocated Vertex Pair Ratio : 0.00739153722549545
Reciprocated Edge Ratio : 0.0146746065504041
Connected Components : 3264
Single-Vertex Connected Components : 1037
Maximum Vertices in a Connected Component : 1503
Maximum Edges in a Connected Component : 3414
Maximum Geodesic Distance (Diameter) : 44
Average Geodesic Distance : 13.295204
Graph Density : 7.36666704737702E-05
Modularity : 0.594063
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,299 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 Wednesday, 01 June 2022 at 07:48 UTC.

The requested start date was Wednesday, 01 June 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, 5-minute period from Sunday, 29 May 2022 at 12:14 UTC to Tuesday, 31 May 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:
[15] https://www.theepochtimes.com/menstrual-irregularities-uterus-shedding-cases-spike-after-covid-vaccine-rollout-peer-reviewed-study_4462786.html
[14] https://www.zerohedge.com/markets/risk-back-business-futures-bitcoin-oil-jump-china-eases-covid-curbs
[12] https://www.telegraph.co.uk/news/2022/05/30/lack-diabetes-checks-first-covid-lockdown-could-have-led-3000/
[11] https://www.msn.com/en-ca/health/medical/new-study-finds-that-long-covid-may-not-actually-exist/ar-AAXGFKS?ocid=msedgntp&cvid=31aca452f6bf454c99f2fe743b5bd219
[10] https://twitter.com/i/broadcasts/1dRKZlmdERzJB
[10] https://www.conservativewoman.co.uk/hospital-staff-gagged-over-covid-vaccine-injuries
[10] https://twitter.com/Sarahzafazira/status/1526758168730120192/photo/1
[8] https://www.wsj.com/articles/why-wont-the-fda-let-doctors-prescribe-fluvoxamine-for-covid-drug-approval-ivermectin-11653923709?st=e4e827abunfnotc&reflink=desktopwebshare_twitter
[8] https://www1.folha.uol.com.br/equilibrioesaude/2022/05/4-em-cada-10-pessoas-com-diabetes-morreram-apos-internacao-por-covid-no-brasil.shtml
[7] https://expose-news.com/2022/05/18/how-harmful-is-my-covid-vaccine-batch/

Top URLs in Tweet in G1:
[10] https://twitter.com/Sarahzafazira/status/1526758168730120192/photo/1
[6] https://edition.cnn.com/2022/05/30/business/china-shanghai-covid-reopening-businesses-intl-hnk
[6] https://tweetedtimes.com/media/cnn/business
[4] https://twitter.com/Sarahzafazira/status/1527505241284825088/photo/1
[3] https://twitter.com/Sarahzafazira/status/1527509944022335488/photo/1
[3] https://apnews.com/article/queen-elizabeth-ii-covid-entertainment-health-6de078a3690d7a9a1939dd3cc3be40ec
[3] https://globalnews.ca/news/8875009/ontario-voters-focus-on-affordability-health-care/
[3] https://www.wsj.com/articles/paxlovid-becomes-household-name-for-covid-19-patients-11653908400
[3] https://www.nytimes.com/2022/05/31/briefing/masks-mandates-us-covid.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.northwestmoinfo.com/local-news/health-experts-fear-an-increase-in-covid-19-cases-following-memorial-day-weekend/

Top URLs in Tweet in G2:
[1] https://www.infolibre.es/economia/55-principales-empresas-espanolas-ganaron-61-500-millones-2021-88-4-covid_1_1242159.html
[1] https://www.infolibre.es/politica/gobierno-murcia-impulsa-nombramiento-hijo-predilecto-obispo-salto-lista-vacunacion-covid_1_1244298.html
[1] https://www.redaccionmedica.com/secciones/pediatria/a1061s-asi-es-la-llave-del-covid-para-provocar-hepatitis-aguda-en-ninos-9851

Top URLs in Tweet in G3:
[4] https://www.canada.ca/en/public-health/services/diseases/coronavirus-disease-covid-19.html
[3] https://www.nytimes.com/2022/05/31/briefing/masks-mandates-us-covid.html
[2] https://www.theglobeandmail.com/world/article-long-covid-affects-more-older-adults-vaccine-shots-dont-prevent-it/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[2] https://www.newsmax.com/politics/california-gavin-newsom-covid-pfizer/2022/05/29/id/1072025/
[2] https://www.nytimes.com/2022/05/29/opinion/monkeypox-covid-and-hiv.html?smid=tw-share
[1] https://www.nytimes.com/interactive/2022/05/13/us/covid-deaths-us-one-million.html
[1] https://trib.al/X5VIdIb
[1] https://nyti.ms/38pXpwF
[1] https://nyti.ms/3wZBeGV
[1] https://www.jpost.com/business-and-innovation/tech-and-start-ups/article-708123

Top URLs in Tweet in G4:
[8] https://www.wsj.com/articles/why-wont-the-fda-let-doctors-prescribe-fluvoxamine-for-covid-drug-approval-ivermectin-11653923709?st=e4e827abunfnotc&reflink=desktopwebshare_twitter
[3] https://www.wsj.com/articles/my-plan-for-fighting-inflation-joe-biden-gas-prices-economy-unemployment-jobs-covid-11653940654?reflink=desktopwebshare_twitter
[2] https://travel.state.gov/content/travel/en/international-travel/before-you-go/covid-19_testing_required_US_Entry.html
[2] https://www.wsj.com/articles/my-plan-for-fighting-inflation-joe-biden-gas-prices-economy-unemployment-jobs-covid-11653940654?st=744uiyg2s8xnsfn&reflink=desktopwebshare_permalink
[1] https://findajob.dwp.gov.uk/details/9270378
[1] https://www.wsj.com/articles/my-plan-for-fighting-inflation-joe-biden-gas-prices-economy-unemployment-jobs-covid-11653940654
[1] https://trib.al/96qBY1x
[1] https://rumble.com/vwqk2x-fitton-fauci-agency-caught-in-another-china-covid-cover-up.html
[1] https://www.wsj.com/articles/my-plan-for-fighting-inflation-joe-biden-gas-prices-economy-unemployment-jobs-covid-11653940654?st=hvt6gms3lhowv7c&reflink=desktopwebshare_twitter
[1] https://twitter.com/tomfitton/status/1531347088784637953

Top URLs in Tweet in G6:
[2] https://time.com/6180385/gym-covid-19-risk-tips/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=166941780
[1] https://www.israelnationalnews.com/News/News.aspx/309762
[1] https://apple.news/Ay6jMuRjbRBy2Y1XAAOXdRw
[1] https://twitter.com/nytimes/status/1530955900302786563
[1] https://twitter.com/FoxNews/status/1530959673670746112
[1] https://messaging-custom-newsletters.nytimes.com/template/oakv2?campaign_id=9&emc=edit_nn_20220531&instance_id=62786&nl=the-morning&productCode=NN®i_id=65788052&segment_id=93785&te=1&uri=nyt%3A%2F%2Fnewsletter%2F63d6a47f-17a6-55ab-997e-4b405bc526c4&user_id=198789a0761113d61f41f7d9c6fa3f2b
[1] https://twitter.com/gavinnewsom/status/1530677908707999746

Top URLs in Tweet in G7:
[2] https://news.sky.com/story/archbishop-of-canterbury-to-miss-queens-platinum-jubilee-service-after-catching-covid-and-pneumonia-12624255
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/articles/coronaviruscovid19latestinsights/deaths
[1] http://Covid.now
[1] https://www.independent.co.uk/news/matt-hancock-covid-stephen-barclay-boris-johnson-sky-news-b1936715.html
[1] https://twitter.com/SimonCalder/status/1531168538764972033
[1] https://twitter.com/danwootton/status/1530568698649628674

Top URLs in Tweet in G8:
[2] https://www.theguardian.com/world/2022/may/29/long-covid-causes-how-many-treatment?CMP=Share_iOSApp_Other
[2] https://bylinetimes.com/2022/05/26/the-ignored-long-covid-crisis/
[1] https://twitter.com/gfvegianfra/status/1531607156574801921
[1] https://twitter.com/manuel_y_jesus_/status/1531609950924963840
[1] https://www.ecdc.europa.eu/en/covid-19/situation-updates/weekly-maps-coordinated-restriction-free-movement
[1] https://twitter.com/LauraMiers/status/1530687562666352640
[1] https://www.frontiersin.org/articles/10.3389/frans.2022.846102/full
[1] https://www.leggo.it/sport/calcio/messi_covid_danni_polmoni_cosa_successo_30_maggio_2022-6722288.html
[1] https://news.yahoo.com/beloved-principal-fought-desantis-over-215024685.html?soc_src=community&soc_trk=tw
[1] https://www.forbes.com/sites/williamhaseltine/2022/03/14/covid-19-long-term-brain-injury/

Top URLs in Tweet in G9:
[1] https://www.bbc.co.uk/news/uk-52114476
[1] https://insidemedicine.bulletin.com/delta-and-omicron-killed-far-more-children-than-flu-ever-does
[1] https://www.dailymail.co.uk/health/article-10856471/Experts-insist-Covid-infected-people-without-symptoms-TWO-THIRDS-likely-pass-virus-on.html

Top URLs in Tweet in G10:
[1] https://www.theguardian.com/world/2022/may/31/as-uk-covid-cases-fall-to-lowest-level-for-a-year-what-could-the-future-look-like?CMP=share_btn_tw
[1] https://coronavirus.data.gov.uk/details/cases?areaType=nation&areaName=England
[1] https://www.nature.com/articles/s41467-022-30711-y
[1] https://covidmeetups.com
[1] https://bylinetimes.com/2022/05/27/constant-covid-presence-in-cabinet-office-during-party-periods/

Top Domains
Top Domains in Tweet in Entire Graph:
[371] twitter.com
[88] co.uk
[51] com.br
[45] expose-news.com
[34] nytimes.com
[33] youtube.com
[32] wsj.com
[27] theepochtimes.com
[25] msn.com
[24] theguardian.com

Top Domains in Tweet in G1:
[116] twitter.com
[20] com.br
[11] nytimes.com
[9] co.uk
[8] tweetedtimes.com
[7] medriva.com
[7] cnn.com
[6] reuters.com
[5] google.com
[5] apnews.com

Top Domains in Tweet in G2:
[2] infolibre.es
[1] redaccionmedica.com

Top Domains in Tweet in G3:
[9] twitter.com
[8] nytimes.com
[8] canada.ca
[3] trib.al
[3] newsmax.com
[2] nyti.ms
[2] washingtonpost.com
[2] theglobeandmail.com
[1] jpost.com
[1] statnews.com

Top Domains in Tweet in G4:
[18] wsj.com
[3] tnc.news
[2] twitter.com
[2] state.gov
[1] gov.uk
[1] trib.al
[1] rumble.com
[1] kff.org
[1] or.jp
[1] zerohedge.com

Top Domains in Tweet in G6:
[3] twitter.com
[2] time.com
[1] israelnationalnews.com
[1] apple.news
[1] nytimes.com

Top Domains in Tweet in G7:
[2] sky.com
[2] twitter.com
[1] gov.uk
[1] covid.now
[1] co.uk

Top Domains in Tweet in G8:
[6] twitter.com
[3] theguardian.com
[2] co.uk
[2] bylinetimes.com
[1] europa.eu
[1] frontiersin.org
[1] leggo.it
[1] yahoo.com
[1] forbes.com
[1] longcovid.org

Top Domains in Tweet in G9:
[2] co.uk
[1] bulletin.com

Top Domains in Tweet in G10:
[1] theguardian.com
[1] gov.uk
[1] nature.com
[1] covidmeetups.com
[1] bylinetimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[239] covid
[199] covid19
[73] longcovid
[43] covid_19
[36] pfizer
[36] cuba
[34] paxlovid
[25] โควิด19
[25] สถานการณ์โควิด19
[25] unioneuropéenne



Top Hashtags in Tweet in G1:
[32] covid
[24] covid19
[9] covid_19
[6] longcovid
[6] cuba
[5] coronavirus
[5] china
[5] wamnews
[4] trending
[3] 5/29/2022 12:00:00 AM

Top Hashtags in Tweet in G2:
[21] noolvidamos

Top Hashtags in Tweet in G3:
[17] covid19
[4] longcovid
[4] goc
[4] coronavirus
[3] memorialday
[3] covid19vaccines
[2] covidisnotover
[2] ottawa
[2] vaccinesplus
[2] golocalcanada

Top Hashtags in Tweet in G4:
[6] breaking
[3] cdnpoli
[3] inflation
[2] covid
[2] federalreserve
[1] freeleonardpeltier
[1] economy
[1] markets
[1] costofliving
[1] boston

Top Hashtags in Tweet in G6:
[5] covid
[2] covid19
[1] monkeypox
[1] plandemic
[1] pandemic
[1] covidisnotover

Top Hashtags in Tweet in G7:
[3] brexithasfailed
[3] johnsonout
[2] torybritain
[1] backboris
[1] torycriminalsunfittogovern
[1] torycostoflivingcrisis

Top Hashtags in Tweet in G8:
[16] longcovid
[4] covid19
[2] longcovidkids
[2] volunteersweek
[1] covid
[1] hr
[1] ot
[1] discrimination
[1] 2yearsoflongcovidsupport
[1] covid19vic

Top Hashtags in Tweet in G9:
[1] costoflivingcrisis

Top Hashtags in Tweet in G10:
[2] platinumjubilee
[1] coronavirus
[1] covid19
[1] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[7532] covid
[1864] 19
[598] people
[511] long
[470] more
[422] vaccine
[347] over
[335] time
[326] still
[313] one

Top Words in Tweet in G1:
[1094] covid
[354] 19
[176] puan
[65] more
[63] dan
[55] pandemi
[51] peduli
[50] yang
[47] maharani
[47] bersama

Top Words in Tweet in G2:
[230] hoy
[230] días
[215] manuelrico
[171] gobierno
[166] hospital
[160] ayuso
[158] residentes
[157] aprobó
[157] protocolo
[157] impedía

Top Words in Tweet in G3:
[134] covid
[48] reported
[42] cases
[34] nytimes
[30] 19
[29] health
[23] pandemic
[20] ap
[20] monkeypox
[19] 100

Top Words in Tweet in G4:
[98] covid
[57] against
[48] uk
[36] government
[35] berniespofforth
[33] unvaccinated
[30] those
[26] jab
[25] still
[24] sneakily

Top Words in Tweet in G5:
[130] bayanihan
[130] konsulta
[115] lenirobredo
[115] huling
[115] araw
[115] ngayon
[115] ng
[115] ating
[115] initiative
[115] launched

Top Words in Tweet in G6:
[106] covid
[41] receiving
[40] drelidavid
[40] shots
[38] gavin
[38] newsom
[33] tested
[33] positive
[32] double
[32] masked

Top Words in Tweet in G7:
[76] covid
[62] peterboneuk
[49] brexit
[23] stopped
[23] labour
[22] constituent
[22] embankment
[22] wellingborough
[22] joined
[22] conservatives

Top Words in Tweet in G8:
[79] covid
[27] long
[20] more
[19] people
[16] #longcovid
[12] pandemic
[11] many
[11] infection
[10] long_covid
[10] worried

Top Words in Tweet in G9:
[25] covid
[10] children
[9] far
[8] jneill
[7] mpc_xetts
[7] djchicus
[7] albowers1
[7] iiiiii_x_iiiiii
[7] alex_on_a14
[6] jpg1962

Top Words in Tweet in G10:
[73] covid
[24] prevalence
[24] guardian
[24] 'every
[24] secondary
[24] school
[24] pupil
[24] left
[24] time
[24] tories

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1770] covid,19
[331] long,covid
[206] manuelrico,hoy
[157] días,gobierno
[157] gobierno,ayuso
[157] ayuso,aprobó
[157] aprobó,protocolo
[157] protocolo,impedía
[157] impedía,trasladar
[157] trasladar,hospital

Top Word Pairs in Tweet in G1:
[343] covid,19
[53] pandemi,covid
[47] puan,maharani
[47] puan,peduli
[47] peduli,wong
[47] wong,cilik
[36] kader,pdip
[36] pdip,bersama
[36] bersama,puan
[24] gotong,royong

Top Word Pairs in Tweet in G2:
[206] manuelrico,hoy
[157] días,gobierno
[157] gobierno,ayuso
[157] ayuso,aprobó
[157] aprobó,protocolo
[157] protocolo,impedía
[157] impedía,trasladar
[157] trasladar,hospital
[154] hospital,residentes
[146] residentes,vulnerab

Top Word Pairs in Tweet in G3:
[30] covid,19
[19] covid,cases
[18] world,health
[18] health,organization
[17] north,korea
[17] korea,reported
[17] reported,100
[17] 100,710
[17] 710,suspected
[17] suspected,covid

Top Word Pairs in Tweet in G4:
[29] against,those
[24] uk,uk
[24] uk,government
[24] government,still
[24] still,sneakily
[24] sneakily,discriminating
[24] discriminating,against
[24] those,remain
[24] remain,unvaccinated
[24] unvaccinated,jab

Top Word Pairs in Tweet in G5:
[130] bayanihan,konsulta
[115] huling,araw
[115] araw,ngayon
[115] ngayon,ng
[115] ng,ating
[115] ating,bayanihan
[115] konsulta,initiative
[115] initiative,launched
[115] launched,program
[115] program,april

Top Word Pairs in Tweet in G6:
[38] gavin,newsom
[33] tested,positive
[32] double,masked
[32] masked,california
[32] california,governor
[32] governor,gavin
[32] newsom,tested
[32] positive,receiving
[32] receiving,covid
[32] covid,shots

Top Word Pairs in Tweet in G7:
[22] stopped,constituent
[22] constituent,embankment
[22] embankment,wellingborough
[22] wellingborough,labour
[22] labour,joined
[22] joined,conservatives
[21] peterboneuk,stopped
[11] peterboneuk,brexit
[10] elephant,remains
[10] remains,room

Top Word Pairs in Tweet in G8:
[24] long,covid
[10] worried,people
[6] ecdc_eu,coe
[6] coe,covid
[6] covid,vaccines
[6] vaccines,immunise
[6] immunise,echr
[6] echr,ruling
[6] ruling,116
[6] 116,21

Top Word Pairs in Tweet in G9:
[5] far,more
[4] takethatct,alex_on_a14
[4] alex_on_a14,gillianbain11
[4] gillianbain11,jpg1962
[4] jpg1962,enitramstrebor
[4] enitramstrebor,mm1stock
[4] mm1stock,dave35547237
[4] dave35547237,liketephlon
[4] liketephlon,hauxton
[4] hauxton,prof_brunt

Top Word Pairs in Tweet in G10:
[24] guardian,'every
[24] 'every,secondary
[24] secondary,school
[24] school,pupil
[24] pupil,left
[24] left,time
[24] time,tories
[24] tories,deliver
[24] deliver,covid
[24] covid,tuition

Top Replied-To
Top Replied-To in Entire Graph:
@peterboneuk
@j__possum
@linneyofficial
@danwootton
@bren4bassetlaw
@elonmusk
@diazcanelb
@grumpyoledave
@jklmd123
@zen4ever2us

Top Replied-To in G2:
@manuelrico
@dlacalle
@elementalelm
@maribel60780973
@ppmadrid

Top Replied-To in G3:
@fibke
@nytimes
@newsmax
@pauljbelcher
@myrabatchelder
@galt_dead
@bucks1618
@davidjoffe64
@jsross119
@aksgovt

Top Replied-To in G4:
@potus
@neilmaccs
@winesanguine
@bradthomas25
@truenorthcentre
@kimchicristal
@evenspl

Top Replied-To in G5:
@lenirobredo

Top Replied-To in G6:
@bucksexton
@time
@lalagoesham1
@3yearletterman
@lisamarieboothe
@photogjoy
@martinkulldorff
@drelidavid

Top Replied-To in G7:
@peterboneuk
@danwootton
@skynews
@doreena62263506
@auntie_carolg
@willsyish
@jezzeralexander
@socialmediajon1
@anneramsey740
@nickmilleruk

Top Replied-To in G8:
@xnationdnb
@bigbaddenis
@ministerosalute
@drtomfrieden
@dr2nisreenalwan
@yash25571056
@drkw12
@ecdc_eu
@docdrugztore
@itshullabalulu

Top Replied-To in G9:
@jimeeliberty
@andrew_voisin
@gnomeicide
@jamesmelville
@krebiozen
@jeditom3

Top Replied-To in G10:
@karamballes
@emergmeddr
@ukhsa
@owenjones84
@dgurdasani1
@thewhisperer2
@suzi_k123
@peter_boring
@textexington
@aiannucci

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@lenirobredo
@ozraeliavi
@narendramodi
@petersweden7
@drelidavid
@beeominic
@berniespofforth
@peterboneuk
@nytimes

Top Mentioned in G1:
@wyllice_ke
@navanterltd
@zodi_apure
@guagyr
@wattechnews
@mark_lapping
@monesmyriam
@tiononatosobrin
@angelah20853987
@thebitchycrab

Top Mentioned in G2:
@manuelrico
@fiscal_es
@jesuscintora
@maribel60780973
@larazon_es
@julioo32075750
@realmadrid
@portuense1965
@dlacalle
@elementalelm

Top Mentioned in G3:
@nytimes
@ap
@michaelmina_lab
@fibke
@picardonhealth
@dleonhardt
@cpho_canada
@fitterhappieraj
@gregggonsalves
@sondreus

Top Mentioned in G4:
@berniespofforth
@martymakary
@wsjopinion
@potus
@wsj
@tomfitton
@matthill46
@truenorthcentre
@pierrepoilievre
@kimchicristal

Top Mentioned in G5:
@lenirobredo
@rapplerdotcom
@maracepeda

Top Mentioned in G6:
@drelidavid
@bucksexton
@lisamarieboothe
@martinkulldorff
@kahnkidz
@time
@byronyork
@karol
@spartan_erdr
@foxnews

Top Mentioned in G7:
@peterboneuk
@danwootton
@jezzeralexander
@thefreds
@jameswoodfield
@hairymarx1
@socialmediajon1
@skynews
@iloveautumn2
@andyc_88

Top Mentioned in G8:
@long_covid
@ecdc_eu
@drtomfrieden
@lauramiers
@elisaperego78
@longcovidsos
@giuliomarini2
@coe
@ministerosalute
@bigbaddenis

Top Mentioned in G9:
@jneill
@mpc_xetts
@djchicus
@albowers1
@iiiiii_x_iiiiii
@alex_on_a14
@jpg1962
@ratingsword
@takethatct
@gillianbain11

Top Mentioned in G10:
@michaelrosenyes
@dgurdasani1
@dminghella
@saffiya_khan1
@writesbright
@ariskatzourakis
@aiannucci
@cmo_england
@trishgreenhalgh
@cv_cev

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@infoitinterno
@jornalistavitor
@sectest9
@tesco
@americanair
@rashidaldosari
@kompascom
@difusion365
@detikcom

Top Tweeters in G1:
@zazoomblog
@infoitinterno
@difusion365
@infoitcultura
@agendaonline
@datoalminuto
@republikaonline
@elpoliticonews
@politicalhedge
@dev_discourse

Top Tweeters in G2:
@kaluapiscis
@larazon_es
@felipecametome
@jjsb441
@hikounokangae
@rojoeconomista
@txus_46
@fcd78
@nomemi16
@frankspoiler

Top Tweeters in G3:
@rashidaldosari
@_redfrog
@jmhamiltonblog
@globeandmail
@nytimes
@maripuerta
@swirlosquirrel
@vlgarza2u
@ap
@bronwyn1140

Top Tweeters in G4:
@ana_captures
@terajits
@momrovin
@wsj
@jeaniefaetroonj
@jerviscapital
@suekings35
@conrad62181449
@_idontcomply_
@brentwhite555

Top Tweeters in G5:
@rapplerdotcom
@aurora_umezawa
@peachichuu
@jdzkiel
@charmainedoble
@cuddlebug_lov
@thebigfatmanny
@leeavelina
@karecarado
@imjdavila

Top Tweeters in G6:
@foxnews
@lauriemettier
@time
@tomy2875
@tan123
@dalebow54243415
@heidiponyrider
@mikelfabrizio
@teeisme1
@karol

Top Tweeters in G7:
@skynews
@hawkins_carole
@iloveautumn2
@starterpat
@martindvz
@scouts_uk
@genttracy
@dnellstephen
@sarahisitme
@jackcdawes

Top Tweeters in G8:
@margymayell
@surfiniae
@mapspen
@lauramiers
@danielapf75
@melodicvibe
@factseekingmom
@matroked
@flaviusb
@ogiliusoggy

Top Tweeters in G9:
@gnomeicide
@spoonhead8
@takethatct
@kath2cats
@mcfunny
@chimera414
@breezergalway
@malo_j
@cassidygavin
@wendyorent

Top Tweeters in G10:
@golwgymor
@philipjtaylor1
@saffiya_khan1
@michaelrosenyes
@dankaszeta
@rolynhome
@sweetie_tweeter
@positiveimagep
@lindahurrell
@davidagoodland


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