COVID, Twitter, 5/23/2022 9:55:14 AM, 276879


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COVID_2022-05-23_01-30-01.xlsx
COVID_2022-05-23_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 23, 2022
Short Description:
COVID via NodeXL https://bit.ly/3wCQGJ5
@peteuk7
@cdcgov
@danielgoyal
@who
@enemyinastate
@spycrowsoft
@cherrymcg23
@jonlevybu
@drzoehyde
@macfarlanenews

Top hashtags:
#covid
#covid19
#covid_19
#44701
#monkeypox
#cz43capital
#44703
#longcovid
#d431
#44700

Description:
Description
The graph represents a network of 11,228 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 Monday, 23 May 2022 at 08:43 UTC.

The requested start date was Monday, 23 May 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 3-day, 0-hour, 2-minute period from Thursday, 19 May 2022 at 12:16 UTC to Sunday, 22 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 : 11228
Unique Edges : 6443
Edges With Duplicates : 11525
Total Edges : 17968
Number of Edge Types : 5
Retweet : 5168
MentionsInRetweet : 6041
Tweet : 3070
Mentions : 2430
Replies to : 1259
Self-Loops : 3122
Reciprocated Vertex Pair Ratio : 0.00419102238888276
Reciprocated Edge Ratio : 0.00834706205381658
Connected Components : 3252
Single-Vertex Connected Components : 1016
Maximum Vertices in a Connected Component : 1439
Maximum Edges in a Connected Component : 3031
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 11.102186
Graph Density : 7.22293694437131E-05
Modularity : 0.574286
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,228 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 Monday, 23 May 2022 at 08:43 UTC.

The requested start date was Monday, 23 May 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 3-day, 0-hour, 2-minute period from Thursday, 19 May 2022 at 12:16 UTC to Sunday, 22 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:
[24] http://www.cubadebate.cu/noticias/2022/05/22/covid-19-en-cuba-disminuyen-los-casos-por-siete-semanas-consecutivas/
[18] https://www.huffpost.com/entry/trump-county-covid-death-rates-more-than-twice-as-high_n_62893743e4b0415d4d782ad2
[15] https://www.judicialwatch.org/nanoparticles-materials-outside-injection-site/
[13] https://www.allkpop.com/article/2022/05/twices-nayeon-tzuyu-and-momo-all-test-positive-for-covid-19
[11] https://report24.news/pathologe-prof-burkhardt-die-fortfuehrung-der-covid-impfungen-ist-kriminell/
[11] https://www.nytimes.com/2022/05/18/health/long-covid-hospitalization.html
[10] https://www.theatlantic.com/health/archive/2022/05/monkeypox-outbreak-covid-pandemic/629920/
[9] https://trib.al/wyqr03g
[9] https://www.nytimes.com/interactive/2022/05/20/opinion/one-million-covid-deaths-texts.html
[8] https://trib.al/tu8iI21

Top URLs in Tweet in G1:
[4] https://www.foxnews.com/opinion/doctor-democrat-covid-censorship-pierre-kory
[4] https://twitter.com/Sarahzafazira/status/1526758168730120192/photo/1
[3] https://www.cronista.com/informacion-gral/alerta-covid-las-vacunas-de-pfizer-moderna-y-astrazeneca-que-se-aplican-en-argentina-aceleran-la-aparicion-de-nuevos-efectos-secundarios/
[3] https://www.bmj.com/content/377/bmj.o1275.short?rss=1&utm_source=dlvr.it&utm_medium=twitter
[3] https://alzhacker.com/covid-update-what-is-the-truth/
[3] https://www.bbc.co.uk/news/uk-politics-61520212
[3] https://www.nytimes.com/2022/05/21/opinion/covid-deaths-million.html?partner=IFTTT
[3] https://www.huffpost.com/entry/trump-county-covid-death-rates-more-than-twice-as-high_n_62893743e4b0415d4d782ad2
[3] https://www.diariocontraste.com/2020/07/cientificos-advierten-de-potencial-ola-de-lesiones-cerebrales-relacionadas-al-covid-19/
[2] https://apple.news/AW9s9VF77TvS9HDQd72GkZw

Top URLs in Tweet in G2:
[3] https://www.moniqueryan.com.au/legalfund
[2] https://www.theguardian.com/australia-news/2022/may/19/aec-anomaly-means-some-people-isolating-with-covid-may-not-be-able-to-vote-in-saturdays-election?CMP=Share_iOSApp_Other
[1] https://twitter.com/sbsnews/status/1528304751599058945
[1] https://twitter.com/bond_dot/status/1528338868491407361
[1] https://twitter.com/johnsy123aus/status/1528328194658807808
[1] https://www.dailymail.co.uk/news/article-10841541/Australian-election-Scott-Morrison-tears-addressing-church-Sutherland.html
[1] https://www.afr.com/politics/phone-vote-rule-change-for-covid-19-cases-20220520-p5amzr
[1] https://www.aec.gov.au/election/covid19-affected.htm
[1] https://www.sbs.com.au/news/article/telephone-voting-eligibility-expanded-as-aec-allays-regional-polling-station-closure-fears/uj1ikoxnq?cid=newsapp:socialshare:twitter
[1] https://www.sbs.com.au/news/article/telephone-voting-eligibility-expanded-as-aec-allays-regional-polling-station-closure-fears/uj1ikoxnq?cid=newsapp:socialshare:other

Top URLs in Tweet in G3:
[2] https://thehighwire.com/videos/highlights-global-covid-summit/
[2] http://covid19criticalcare.com/
[1] https://www.express.co.uk/comment/expresscomment/1613101/Novak-Djokovic-australian-open-covid-vaccination/amp
[1] https://www.nti.org/news/nti-bio-munich-security-conference-convene-global-leaders-annual-tabletop-exercise-reducing-high-consequence-biological-threats/
[1] https://twitter.com/sunitapurimd/status/1528035828869615616
[1] https://nyti.ms/3wwyuAI
[1] https://trib.al/qJbZUxX
[1] https://nyti.ms/3wsgGXq
[1] https://nyti.ms/3FVtlFx
[1] https://nyti.ms/3LqdrE4

Top URLs in Tweet in G4:
[1] https://fda.gov/media/143557/download
[1] https://www.youtube.com/watch?v=R_U-021Z9iw&feature=youtu.be

[1] https://www.leparisien.fr/societe/sante/covid-19-le-variant-ba5-responsable-dune-6e-vague-au-portugal-une-premiere-en-europe-20-05-2022-SQTGWTXUJFFPVLZYUHY7UACLAE.php
[1] https://igorchudov.substack.com/p/vaccine-shedding-finally-proven?utm_source=/profile/15579919-igor-chudov&utm_medium=reader2&s=r
[1] https://twitter.com/HTTP_404_NotF/status/1528288022076211200
[1] https://twitter.com/gabinjean3/status/1527959075572617217
[1] https://ncbi.nlm.nih.gov/pmc/articles/PMC9062939/
[1] https://fr.sott.net/article/40016-Transhumains-Rapports-sur-la-composition-des-vaccins-covid-nanotechnologiques
[1] https://www.journaldequebec.com/2021/06/02/linstitut-de-la-pertinence-de-christian-dube-a-du-plomb-dans-laile
[1] https://www.sciencedirect.com/science/article/pii/S027869152200206X

Top URLs in Tweet in G5:
[2] https://www.telemundopr.com/noticias/puerto-rico/salud-reporta-siete-muertes-y-377-hospitalizaciones-por-covid-19/2339695/
[2] https://www.propublica.org/article/covid-testing-nevada-false-negatives-northshore
[2] https://www.9news.com.au/national/federal-election-2022-pauline-hanson-covid-19-coronavirus-unvaccinated-senator-tests-positive/c5176746-af1c-4f09-8fcc-09802714e8fb
[2] https://www.msnbc.com/the-reidout/reidout-blog/long-covid-study-hospitalizations-rcna29601
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01341-7
[1] https://www.gov.uk/government/news/jcvi-provides-interim-advice-on-an-autumn-covid-19-booster-programme
[1] https://twitter.com/AnjeanetteDamon/status/1526181389342691328
[1] https://www.smh.com.au/national/nsw/she-wanted-to-do-her-bit-parents-call-for-covid-inquiry-after-death-of-daughter-20220516-p5aloj.html
[1] https://www.longcovidkids.org/post/pacing-penguins-supporting-kids-living-with-long-covid-to-manage-their-energy
[1] https://time.com/6179237/monkeypox-spread-scientists/

Top URLs in Tweet in G7:
[4] https://theconversation.com/reducing-covid-transmission-by-20-could-save-2-000-australian-lives-this-year-183426?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://blogs.bmj.com/bmj/2021/01/29/up-the-line-to-death-covid-19-has-revealed-a-mortal-betrayal-of-the-worlds-healthcare-workers/
[1] https://twitter.com/mroliverbarnes/status/1527307395520532483
[1] https://www.theatlantic.com/health/archive/2022/05/monkeypox-outbreak-covid-pandemic/629920/
[1] https://www.cdc.gov/smallpox/clinicians/transmission.html
[1] https://scroll.in/
[1] https://apple.news/AUJZmEV1mRt2nL46X8icyVg
[1] https://www.theage.com.au/national/victoria/you-re-more-likely-to-die-from-covid-19-if-you-live-in-these-areas-20220519-p5amsj.html
[1] https://twitter.com/COVID_questions/status/1527623237177581568?s=20&t=FSL6f99UP-brpt3X8Zp59Q
[1] https://twitter.com/theinsiderpaper/status/1527599823943258113

Top URLs in Tweet in G8:
[2] https://globalcovidsummit.org/news/declaration-iv-restore-scientific-integrity
[2] https://childrenshealthdefense.org/defender/injuries-covid-vaccine-vaers-cdc/
[2] https://abcnews.go.com/Health/officials-expected-decide-covid-19-vaccine-design-early/story?id=84834831
[2] https://www.medias-presse.info/le-dr-nicole-delepine-appelle-a-la-mobilisation-contre-la-poursuite-des-injections-anti-covid-qui-augmentent-les-risques-de-cancer/156070/?s=09
[1] https://www.sciencesetavenir.fr/sante/maladie-enfant/hepatites-chez-les-enfants-la-piste-du-coronavirus-prend-de-la-force_163573
[1] https://l.leparisien.fr/iF8X
[1] https://twitter.com/NiusMarco/status/1528024320634925057
[1] https://www.nti.org/wp-content/uploads/2021/11/NTI_Paper_BIO-TTX_Final.pdf
[1] https://twitter.com/SoloBucketpond/status/1527555496407867394
[1] https://planetes360.fr/les-donnees-officielles-indiquent-que-les-personnes-triplement-vaccinees-developpent-le-syndrome-dimmunodeficience-acquise-a-un-rythme-alarmant/

Top URLs in Tweet in G9:
[1] https://twitter.com/zaleskiluke/status/1526599400507809793

Top URLs in Tweet in G10:
[2] https://shared-news.upday.com/?streamType=ntk&edition=es&teaserId=1fa10ca2-0dc1-4857-ad06-8d22ca5173bc&articleUrl=https://amp.20minutos.es/noticia/5003558/0/portugal-afronta-nueva-ola-covid-mientras-plantea-reforzar-medidas/?utm_source%3Dupday%26utm_medium%3Dreferral
[2] https://cnnportugal.iol.pt/saude/covid-19/escolas-com-mais-casos-de-covid-19-e-sem-informacao-clara-sobre-as-regras-especialista-insiste-a-ventilacao-e-a-solucao/20220513/627cf9ec0cf26256cd238fb4
[1] https://www.who.int/news/item/19-05-2022-who-validates-11th-vaccine-for-covid-19
[1] https://www.youtube.com/watch?v=YbSdG2imqEM&feature=youtu.be

[1] https://brandnewtube.com/watch/rise-with-bnt-67-includes-panel-of-jab-damage-amp-bereaved-victims_kjhEIKhlpmdsZl7.html
[1] https://theconversation.com/covid-19-has-spurred-investments-in-air-filtration-for-k-12-schools-but-these-technologies-arent-an-instant-fix-165947
[1] https://twitter.com/MarionKoopmans/status/1527155018402516992
[1] https://twitter.com/appletozucchini/status/1528031000307040258
[1] https://twitter.com/bnodesk/status/1527168862986305537
[1] https://pandemic.internationalsos.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[340] twitter.com
[55] nytimes.com
[49] trib.al
[44] co.uk
[35] youtube.com
[33] theepochtimes.com
[31] com.br
[29] cubadebate.cu
[29] huffpost.com
[23] nih.gov

Top Domains in Tweet in G1:
[121] twitter.com
[12] co.uk
[12] nytimes.com
[11] com.br
[7] theguardian.com
[7] nih.gov
[7] foxnews.com
[7] reuters.com
[7] com.ar
[7] huffpost.com

Top Domains in Tweet in G2:
[7] com.au
[6] twitter.com
[4] theguardian.com
[1] co.uk
[1] afr.com
[1] gov.au
[1] net.au

Top Domains in Tweet in G3:
[6] nyti.ms
[2] twitter.com
[2] trib.al
[2] nytimes.com
[2] thehighwire.com
[2] covid19criticalcare.com
[1] co.uk
[1] nti.org
[1] latimes.com
[1] cureus.com

Top Domains in Tweet in G4:
[3] twitter.com
[2] leparisien.fr
[1] fda.gov
[1] youtube.com
[1] substack.com
[1] nih.gov
[1] sott.net
[1] journaldequebec.com
[1] sciencedirect.com
[1] gov.uk

Top Domains in Tweet in G5:
[4] twitter.com
[3] com.au
[2] gov.uk
[2] telemundopr.com
[2] propublica.org
[2] msnbc.com
[1] nature.com
[1] longcovidkids.org
[1] time.com
[1] cityam.com

Top Domains in Tweet in G7:
[4] theconversation.com
[3] twitter.com
[2] bmj.com
[1] theatlantic.com
[1] cdc.gov
[1] scroll.in
[1] apple.news
[1] com.au
[1] nrk.no

Top Domains in Tweet in G8:
[2] globalcovidsummit.org
[2] childrenshealthdefense.org
[2] twitter.com
[2] go.com
[2] medias-presse.info
[1] sciencesetavenir.fr
[1] leparisien.fr
[1] nti.org
[1] planetes360.fr
[1] nih.gov

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

Top Domains in Tweet in G10:
[3] twitter.com
[2] upday.com
[2] youtube.com
[2] iol.pt
[1] who.int
[1] brandnewtube.com
[1] theconversation.com
[1] internationalsos.com
[1] theatlantic.com
[1] wikipedia.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[209] covid
[167] covid19
[78] covid_19
[72] 44701
[65] monkeypox
[50] cz43capital
[46] 44703
[44] longcovid
[42] d431
[39] 44700



Top Hashtags in Tweet in G1:
[39] cz43capital
[37] 5/22/2022 12:00:00 AM
[36] d431
[34] covid
[23] covid19
[10] monkeypox
[8] coronavirus
[7] covid_19
[7] 5/19/2022 12:00:00 AM
[7] 4millonesymas

Top Hashtags in Tweet in G2:
[13] auspol
[5] ausvotes
[4] ausvotes2022
[3] kooyongvotes
[3] mon4kooyong
[3] letthemvote
[2] moniqueryan
[2] numbereverybox
[2] activehope
[2] afternoonbriefing

Top Hashtags in Tweet in G3:
[5] covidisairborne

Top Hashtags in Tweet in G4:
[26] varioledusinge
[11] covid_19
[6] borne
[3] covid
[2] monkeypox
[1] frexit
[1] allumezvoscerveaux
[1] complot
[1] soignants
[1] rouen

Top Hashtags in Tweet in G5:
[3] covid19
[2] vaccinatekids
[2] sars2
[2] omicron
[2] notmild
[2] longcovidkids
[2] longcovid
[1] monkeypox
[1] pacingpenguines
[1] pacing

Top Hashtags in Tweet in G6:
[18] noolvidamos

Top Hashtags in Tweet in G7:
[5] monkeypox
[2] covid19
[1] sars2
[1] letitrip
[1] saids
[1] sarsacquiredimmunodeficiencysyndrome

Top Hashtags in Tweet in G8:
[9] covid19
[7] infirmière
[2] vaccin
[2] lyon
[1] varioledusinge
[1] covid
[1] mauricette

Top Hashtags in Tweet in G10:
[4] tigray
[3] nhs
[2] covid19
[2] supporthr6600
[2] allowaccesstotigray
[2] apenpokken
[2] covid
[2] wef
[2] who
[2] un

Top Words
Top Words in Tweet in Entire Graph:
[7908] covid
[1754] 19
[825] people
[450] monkeypox
[394] over
[390] more
[356] 000
[354] vaccine
[337] pandemic
[333] long

Top Words in Tweet in G1:
[1014] covid
[328] 19
[78] people
[58] virus
[48] more
[46] propagación
[45] medidas
[41] evitar
[40] 2022
[39] #cz43capital

Top Words in Tweet in G2:
[160] covid
[78] vote
[58] mon4kooyong
[51] people
[50] voting
[40] election
[40] over
[39] auselectoralcom
[35] aec
[32] positive

Top Words in Tweet in G3:
[59] covid
[32] breaking
[27] draseemmalhotra
[27] show
[26] nytimes
[25] right
[24] novak
[24] djokovic
[24] vaccination
[24] stance

Top Words in Tweet in G4:
[105] covid
[43] ont
[36] ils
[29] sont
[26] #varioledusinge
[24] pass
[24] variole
[23] f_philippot
[23] j'ai
[21] ce

Top Words in Tweet in G5:
[137] covid
[32] 19
[28] long
[26] news
[24] people
[23] one
[23] kit_yates_maths
[21] quite
[21] globalhlthtwit
[18] take

Top Words in Tweet in G6:
[189] hoy
[189] días
[171] manuelrico
[137] hospital
[134] residentes
[133] gobierno
[130] ayuso
[130] aprobó
[130] protocolo
[130] impedía

Top Words in Tweet in G7:
[61] covid
[28] adambienkov
[19] government
[19] johnson
[18] monday
[18] boris
[18] launches
[18] crime
[18] week
[18] tuesday

Top Words in Tweet in G8:
[102] covid
[66] 000
[33] plus
[30] décès
[25] par
[23] singe
[23] indésirables
[22] vaccination
[22] fin
[21] ont

Top Words in Tweet in G9:
[90] covid
[44] closed
[42] capitol
[42] complex
[42] public
[42] jan
[40] go
[40] pay
[39] pandemic
[38] seandehey

Top Words in Tweet in G10:
[53] covid
[9] 19
[9] soniapoulton
[8] buenrollo13
[8] virus
[7] end
[6] last
[6] gente
[6] weeks
[6] flatten

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1652] covid,19
[184] long,covid
[171] manuelrico,hoy
[165] died,covid
[142] contra,covid
[134] people,died
[132] covid,vaccine
[130] días,gobierno
[130] gobierno,ayuso
[130] ayuso,aprobó

Top Word Pairs in Tweet in G1:
[308] covid,19
[39] #cz43capital,haciendo
[39] haciendo,cumplir
[39] cumplir,medidas
[39] medidas,bioseguridad
[39] bioseguridad,evitar
[39] evitar,propagación
[39] propagación,virus
[39] virus,covid
[37] #22may,#cz43capital

Top Word Pairs in Tweet in G2:
[22] legal,challenge
[20] court,tomorrow
[16] tested,positive
[16] special,minister
[16] minister,state
[16] state,ben
[16] ben,morton
[15] federal,court
[15] fighting,ensure
[15] monique,ryan

Top Word Pairs in Tweet in G3:
[24] breaking,novak
[24] novak,djokovic
[24] djokovic,vaccination
[24] vaccination,stance
[24] stance,show
[24] show,right
[24] right,side
[24] side,history
[24] history,sunday
[24] sunday,express

Top Word Pairs in Tweet in G4:
[17] ce,sont
[17] ils,ont
[16] vague,covid
[16] variole,singe
[16] ont,perdu
[16] perdu,guerre
[15] 6è,vague
[14] viruela,mono
[13] vont,ils
[12] #varioledusinge,6è

Top Word Pairs in Tweet in G5:
[32] covid,19
[26] long,covid
[16] take,news
[16] news,one
[16] one,except
[16] except,hadn't
[16] hadn't,quite
[16] quite,registered
[16] registered,covid
[16] 19,went

Top Word Pairs in Tweet in G6:
[171] manuelrico,hoy
[130] días,gobierno
[130] gobierno,ayuso
[130] ayuso,aprobó
[130] aprobó,protocolo
[130] protocolo,impedía
[130] impedía,trasladar
[130] trasladar,hospital
[130] hospital,residentes
[123] residentes,vulnerab

Top Word Pairs in Tweet in G7:
[18] monday,boris
[18] boris,johnson
[18] johnson,launches
[18] launches,government
[18] government,crime
[18] crime,week
[18] week,tuesday
[18] tuesday,conservative
[18] conservative,mp
[18] mp,arrested

Top Word Pairs in Tweet in G8:
[21] citant,plus
[21] plus,10
[21] 10,000
[21] 000,décès
[21] décès,000
[21] 000,000
[21] 000,d'effets
[21] d'effets,indésirables
[21] indésirables,tribunal
[21] tribunal,italien

Top Word Pairs in Tweet in G9:
[42] capitol,complex
[42] complex,closed
[42] closed,public
[38] we've,pandemic
[38] pandemic,two
[38] two,years
[38] years,go
[38] go,fkn
[38] fkn,costco
[38] costco,drive

Top Word Pairs in Tweet in G10:
[7] covid,19
[6] weeks,flatten
[6] flatten,monkey
[6] monkey,pox
[6] pox,curve
[6] curve,start
[6] start,stockpiling
[6] stockpiling,loo
[6] loo,rolls
[6] rolls,alternatively

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@globalhlthtwit
@mon4kooyong
@votemarsha
@cspanwj
@jonlevybu
@skynews
@runcibleh
@dshoskes
@f_philippot

Top Replied-To in G2:
@mon4kooyong
@runcibleh
@auselectoralcom
@austinpsheehan
@funnellmike
@crimsonartist
@haymarketliz
@thespecialbka
@imusing
@latrioli

Top Replied-To in G3:
@howrealislife
@thatsnotmine125
@ria_hopkins
@shellenbergermd
@dianaberrent
@richdatasci
@usopen
@bode_anne1
@come_on_ground
@sophie61722652

Top Replied-To in G4:
@f_philippot
@djelle_
@aldosterone111
@rasekrasek
@chriscottonstat
@ccarballo5o
@lesoir
@immortellexiii
@bdphotography12
@cmimicouet

Top Replied-To in G5:
@globalhlthtwit
@denise_dewald
@binitakane
@longcovidkids
@drclairetaylor
@hopesaxons
@biochemmama
@smallbigword
@dgurdasani1
@shamezladhani

Top Replied-To in G7:
@stocktalkweekly
@drzoehyde
@chrischirp
@sciencefirstok
@covid_questions
@theinsiderpaper
@lakshmi_rkg
@theangryepi
@drericding
@taipan168

Top Replied-To in G8:
@senseurfr
@niusmarco
@banounhelene
@gabinjean3
@olivieragos
@fredericadnet
@marie_demare

Top Replied-To in G9:
@jonlevybu
@macfarlanenews
@bereesiekat
@sinz54
@peteuk7
@kyledcheney

Top Replied-To in G10:
@marcorubio
@marisazayas1
@fitzfun2011
@alexa13ackerman
@dr_pilgrim
@brandnewtube
@frederique0404
@leklaial
@enemyinastate
@elcollaatrevido

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@tessardavis
@peteuk7
@mon4kooyong
@bybekirbozdag
@rterdogan
@lara_gaes
@yilmaztunc
@avidascalu
@nhsmillion

Top Mentioned in G1:
@supermoodteam
@romerodeivis21
@hendrickjosebr1
@downey
@silvafrancois
@allentien
@rwittenbrink
@ronrosenbaum1
@republica99
@eldiarioar

Top Mentioned in G2:
@mon4kooyong
@auselectoralcom
@lucyturnbull_ao
@sallyrugg
@runcibleh
@ronnisalt
@murpharoo
@latingle
@sbsnews
@bonejeni

Top Mentioned in G3:
@draseemmalhotra
@nytimes
@drjbhattacharya
@elonmusk
@akheriaty
@vprasadmdmph
@p_mcculloughmd
@djokernole
@shamikdasgupta1
@richardursomd

Top Mentioned in G4:
@f_philippot
@victorsinclair3
@mav_erick2
@_2019_ncov
@xavierbazin2
@aldosterone111
@chriscottonstat
@zoomabus
@gagnonmylne1
@unifred6

Top Mentioned in G5:
@kit_yates_maths
@globalhlthtwit
@paulmainwood
@dgurdasani1
@propublica
@shaneywright
@denise_dewald
@anjeanettedamon
@sajidjavid
@kidscovidgamble

Top Mentioned in G6:
@manuelrico
@fiscal_es
@julenbollain

Top Mentioned in G7:
@adambienkov
@drericding
@drzoehyde
@sandyboots2020
@chrischirp
@realozsage
@burnetinstitute
@todayshow
@youarelobbylud
@joshpascoe

Top Mentioned in G8:
@manonic6r
@fcouilbault1
@banounhelene
@gkierzek
@brigbourguignon
@pierre1bascou
@dreslincourt
@verity_france
@lesinfirmieres1
@marc_doyer

Top Mentioned in G9:
@seandehey
@macfarlanenews
@jonlevybu
@hugolowell
@zaleskiluke
@choo_ek
@danaparish
@irwaller
@bereesiekat
@stillmadgreek

Top Mentioned in G10:
@who
@soniapoulton
@buenrollo13
@drtedros
@ecdc_eu
@mckinsey
@wef
@afizejem
@updayesp
@enemyinastate

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@ja8yum
@jornalistavitor
@tesco
@detikcom
@zyitegadgets
@stigmabaseo
@jatirado
@chris_1791
@andyvermaut

Top Tweeters in G1:
@detikcom
@zyitegadgets
@stigmabaseo
@andyvermaut
@moonbootica
@diariocontraste
@cota3143
@agenparl
@beritasatu
@treporta

Top Tweeters in G2:
@wildwalkerwoman
@daveyk317
@vmbritsch
@lizdolphinfluff
@joneshowdareyou
@roseg
@animaeok
@r_quazzy
@bloss55
@swhitey10

Top Tweeters in G3:
@nytimes
@mancitykd
@pjmugs
@maggienyt
@boenasvoabo
@john_galt80
@beverlyera1
@ekkosss
@mypostdemise
@realpunkspirit

Top Tweeters in G4:
@le_parisien
@diabolo741
@clemence442
@franceinfo
@lesoir
@marcchastillon
@ehavet
@florencecacault
@pedroamvigil
@edissonpilopais

Top Tweeters in G5:
@dollymad1812
@matilda_w_
@guse_guse
@saffiya_khan1
@daisybelll
@susanchubb1
@andreww66619812
@cabbidges
@woolhatwoman
@declan_hoare

Top Tweeters in G6:
@marialfv
@crg1212
@moncadajoan2
@marijosidemaya
@pulpeins
@apoloniagg9
@el_otro_gallo
@manssiniuno
@sllopisortega
@muchamerche

Top Tweeters in G7:
@wavetop
@caz5697
@melissasweetdr
@todayshow
@larochecs
@dwain_campbell
@100glitterstars
@hukubukuro
@burnetbasher
@nlclarke1112

Top Tweeters in G8:
@uniquecmoi
@alek_aloha
@zoreil1945
@debrouille92
@ana_pinson
@steffymunch
@gateta30
@daniesteimer
@arc_atlantique
@didierjean050

Top Tweeters in G9:
@nikhil_p_b
@monicarivpin
@feinberg_linda
@passarelliallan
@aqua_sprite
@susandesanti
@incxgnegrx
@abholymoly
@zaleskiluke
@steltenpower

Top Tweeters in G10:
@pallaron12
@sosninosename1
@gaudigavr
@wef
@nela44636322
@latempranillo
@hrw
@ranchuayua
@prometheus2010
@wediraya7