thelancet, Twitter, 12/31/2022 2:46:58 AM, 287298


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thelancet_2022-12-30_18-33-36.xlsx
thelancet_2022-12-30_18-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2022
Short Description:
thelancet via NodeXL https://bit.ly/3jusqob
@thelancet
@goldendayze
@swipewright
@politicalshort
@elonmusk
@adrianat9735
@wizardpie49
@dcofstaff
@draseemmalhotra
@bjornlomborg

Top hashtags:
#abdala
#covid
#catecholamine
#openaccess
#timecapsule
#cirrhosis
#covid19

Description:
Description
The graph represents a network of 6,182 Twitter users whose recent tweets contained "thelancet", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 02:39 UTC.

The tweets in the network were tweeted over the 1811-day, 5-hour, 39-minute period from Sunday, 14 January 2018 at 19:20 UTC to Saturday, 31 December 2022 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 6182
Unique Edges : 4334
Edges With Duplicates : 13259
Total Edges : 17593
Number of Edge Types : 9
Retweet : 3626
MentionsInRetweet : 5395
MentionsInReplyTo : 5708
Replies to : 1582
Tweet : 400
Mentions : 438
Quote : 140
MentionsInQuote : 113
MentionsInQuoteReply : 191
Self-Loops : 860
Reciprocated Vertex Pair Ratio : 0.0305054553551548
Reciprocated Edge Ratio : 0.0592048401037165
Connected Components : 478
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 4346
Maximum Edges in a Connected Component : 13842
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.641744
Graph Density : 0.000242234279385209
Modularity : 0.481327
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,182 Twitter users whose recent tweets contained "thelancet", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 02:39 UTC.

The tweets in the network were tweeted over the 1811-day, 5-hour, 39-minute period from Sunday, 14 January 2018 at 19:20 UTC to Saturday, 31 December 2022 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : thelancet
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:
[152] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)30418-9/fulltext
[149] https://twitter.com/PoliticalShort/status/1608793523012407296/photo/1
[132] https://www.thelancet.com/journals/lanam/article/PIIS2667-193X(22)00183-1/fulltext
[84] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[36] https://www.thelancet.com/journals/lanmic/home
[33] https://twitter.com/jonathanstea/status/1604823504842813440/photo/1
[30] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(20)30342-9/fulltext
[29] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(22)00349-7/fulltext
[25] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00345-0/fulltext
[25] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(21)00069-0/fulltext

Top URLs in Tweet in G1:
[115] https://www.thelancet.com/journals/lanam/article/PIIS2667-193X(22)00183-1/fulltext
[30] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(20)30342-9/fulltext
[11] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00345-0/fulltext
[10] https://thelancet.com/journals/landia/article/PIIS2213-8587(20)30342-9/fulltext
[8] https://twitter.com/goldendayze/status/1607587403748843523
[6] https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(22)00113-4/fulltext
[5] https://www.sciencedirect.com/science/article/pii/S2667193X22001831?via%3Dihub
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02187-0/fulltext
[4] https://twitter.com/LaizaGalvao/status/1608452969120567298/photo/1
[4] https://twitter.com/ebimostafavi/status/1608452373072216068/photo/1

Top URLs in Tweet in G2:
[9] https://twitter.com/goldendayze/status/1607587403748843523
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02187-0/fulltext
[4] https://mobile.twitter.com/thelancet/status/1441372277786951681
[4] https://twitter.com/lazydogs2022/status/1608798624112332802/photo/1
[2] https://twitter.com/goldendayze/status/1607587403748843523/photo/1
[1] https://www.thelancet.com/journals/lanwpc/article/PIIS2666-6065(21)00234-0/fulltext
[1] https://www.frontiersin.org/articles/10.3389/fgwh.2022.818856/full
[1] https://twitter.com/DrKarleenG/status/1608718561148796929/photo/1
[1] https://www.youtube.com/watch?v=L6zJJ2OVOsE

[1] https://twitter.com/goldendayze/status/1607587403748843523?s=20&t=nH2A7wCMl4D5FV9m4uqlRA

Top URLs in Tweet in G3:
[2] https://twitter.com/SwipeWright/status/1608128511587549193/photo/1
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02187-0/fulltext
[1] https://www.wsj.com/articles/when-will-academia-account-for-its-covid-failures-pandemic-lockdowns-stanford-ivy-league-elite-narrative-ideology-11672346923
[1] https://twitter.com/Nu_Ny0/status/1608145283007021059/photo/1

Top URLs in Tweet in G4:
[3] https://twitter.com/DrChoueiri/status/1608524804256329728/photo/1
[3] https://twitter.com/DrChoueiri/status/1608524817145401351/photo/1
[3] https://twitter.com/DrChoueiri/status/1608524809889271808/photo/1
[3] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(18)30006-9/fulltext
[3] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[3] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00417-0/fulltext
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31180-6/fulltext
[2] https://twitter.com/DrChoueiri/status/1608524806416371712/photo/1
[2] https://twitter.com/DrChoueiri/status/1608524815509647363/photo/1
[2] https://twitter.com/DrChoueiri/status/1608524808198983681/photo/1

Top URLs in Tweet in G5:
[31] https://www.thelancet.com/journals/lanmic/home
[26] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(22)00349-7/fulltext
[9] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(22)00244-3/fulltext
[8] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(22)00139-5/fulltext
[6] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(22)00076-6/fulltext
[4] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(22)00101-2/fulltext
[4] https://twitter.com/DrLBoominathan/status/1608985114775801857/photo/1
[3] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(22)00317-5/fulltext
[3] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(21)00269-2/fulltext
[3] https://twitter.com/HanCardiomd/status/1608478826153250821/photo/1

Top URLs in Tweet in G6:
[149] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)30418-9/fulltext
[149] https://twitter.com/PoliticalShort/status/1608793523012407296/photo/1
[1] https://www.realclearpolitics.com/articles/2022/12/29/congress_should_investigate_gain-of-function_research_148661.html
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)01377-5/fulltext

Top URLs in Tweet in G7:
[9] https://twitter.com/KernowMaiden/status/1408403156988579843?s=19
[9] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)01290-3/fulltext
[5] https://www.thelancet.com/article/S0140-6736(21)02796-3/fulltext
[4] https://twitter.com/WizardPie49/status/1608551138537930752/photo/1
[4] https://twitter.com/WizardPie49/status/1608315163312021510/photo/1
[4] https://twitter.com/WizardPie49/status/1608314337567068160/photo/1
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00104-8
[4] https://www.science.org/doi/10.1126/science.abm5154
[4] https://bmjopen.bmj.com/content/bmjopen/11/10/e050920.full.pdf
[4] https://www.science.org/content/article/covid-19-may-have-killed-nearly-3-million-india-far-more-official-counts-show?cookieSet=1

Top URLs in Tweet in G8:
[6] https://www.thelancet.com/journals/lanam/article/PIIS2667-193X(22)00183-1/fulltext
[4] https://twitter.com/rodochri90/status/1608151953757847552/photo/1
[4] https://twitter.com/rodochri90/status/1608149257973792769/photo/1
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext
[3] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(22)00482-X/fulltext
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02187-0/fulltext
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00746-0/fulltext
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01977-8/fulltext
[2] https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(22)00538-7/fulltext

Top URLs in Tweet in G9:
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02187-0/fulltext
[2] https://twitter.com/profchloeorkin/status/1593387674718568449
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02593-4/fulltext?dgcid=raven_jbs_aip_email#%20
[1] https://twitter.com/mforstater/status/1607466513669177344
[1] http://www.nejm.org/doi/full/10.1056/NEJMoa2207323
[1] https://twitter.com/profchloeorkin/status/1593387683312713729/photo/1
[1] https://twitter.com/profchloeorkin/status/1593387711901179905/photo/1
[1] https://twitter.com/profchloeorkin/status/1593387674718568449/photo/1
[1] https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(21)00304-7/fulltext
[1] https://twitter.com/LizHighleyman/status/1608947363669999616/photo/1

Top URLs in Tweet in G10:
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[1] https://www.telegraph.co.uk/news/2022/12/28/chinas-covid-nightmare-final-proof-lockdowns-total-failure/
[1] https://twitter.com/AdrianaT9735/status/1608350681387212801/photo/1
[1] https://twitter.com/ArequipaAlDia/status/1607897800121155585/video/1
[1] https://twitter.com/gurudeportes30/status/1604948772718419968/video/1
[1] https://twitter.com/ElFinancieroTv/status/1607868504383922176/video/1
[1] https://twitter.com/Carloslopezjone/status/1608132967066472455/photo/1
[1] https://www.thelancet.com/action/showPdf?pii=S0140-6736%2821%2900978-8
[1] https://pubmed.ncbi.nlm.nih.gov/33510274/?dopt=Abstract
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9023007/

Top Domains
Top Domains in Tweet in Entire Graph:
[1570] thelancet.com
[830] twitter.com
[50] nih.gov
[26] sciencedirect.com
[24] nejm.org
[20] science.org
[15] bmj.com
[14] google.com
[12] nature.com
[12] jamanetwork.com

Top Domains in Tweet in G1:
[272] thelancet.com
[162] twitter.com
[14] sciencedirect.com
[3] nih.gov
[2] com.br
[2] elsevier.com
[2] apple.com
[2] prs-healthcare.com
[1] bmj.com
[1] bloomberg.com

Top Domains in Tweet in G2:
[22] twitter.com
[5] thelancet.com
[1] frontiersin.org
[1] youtube.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] thelancet.com
[1] wsj.com

Top Domains in Tweet in G4:
[45] thelancet.com
[39] twitter.com
[4] nejm.org
[3] nih.gov
[2] bmj.com
[1] yahoo.com
[1] thenation.com
[1] fda.gov
[1] wiley.com
[1] whyevolutionistrue.com

Top Domains in Tweet in G5:
[122] thelancet.com
[28] twitter.com
[2] google.com
[1] youtube.com
[1] trib.al

Top Domains in Tweet in G6:
[150] thelancet.com
[149] twitter.com
[1] realclearpolitics.com

Top Domains in Tweet in G7:
[45] twitter.com
[39] thelancet.com
[8] science.org
[7] bmj.com
[4] nih.gov
[4] nature.com
[4] justthenews.com
[3] sciencedirect.com
[3] co.za
[3] economist.com

Top Domains in Tweet in G8:
[128] thelancet.com
[31] twitter.com
[4] google.com
[4] nejm.org
[2] tweetedtimes.com
[2] sciencedirect.com
[2] jamanetwork.com
[2] cell.com
[2] science.org
[1] reuters.com

Top Domains in Tweet in G9:
[11] twitter.com
[6] thelancet.com
[1] nejm.org
[1] breitbart.com
[1] nbcnews.com
[1] academia.edu
[1] nih.gov
[1] aafp.org

Top Domains in Tweet in G10:
[7] twitter.com
[3] thelancet.com
[2] nih.gov
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[64] abdala
[50] covid
[40] catecholamine
[38] openaccess
[29] timecapsule
[28] cirrhosis
[24] covid19
[22] strepa
[20] schizophrenia
[19] pca



Top Hashtags in Tweet in G1:
[64] abdala
[42] covid
[40] catecholamine
[24] cirrhosis
[17] schizophrenia
[15] rabies
[14] covid19
[12] proud
[9] racismo
[9] xenofobia

Top Hashtags in Tweet in G2:
[1] antiscience
[1] eu
[1] gender
[1] rip
[1] badscience

Top Hashtags in Tweet in G3:
[2] auspol
[2] coronavirus
[2] pandemic
[1] lancetgate

Top Hashtags in Tweet in G4:
[19] pca
[11] mcspc
[9] stampede
[9] immotion010
[1] cirrhosis
[1] lancetgate
[1] spport
[1] onwardfor2023
[1] urothelial
[1] arasens

Top Hashtags in Tweet in G5:
[32] openaccess
[26] timecapsule
[19] strepa
[16] ifi
[15] europe
[14] mycoses
[13] thyroid
[13] thyroidnodule
[13] thyroidcancer
[10] menopause

Top Hashtags in Tweet in G7:
[11] covaxin
[11] incovacc
[8] ocugen
[1] vaers
[1] marijuana
[1] pot
[1] weednews
[1] psychosis
[1] mentalhealth
[1] mentalhealthawareness

Top Hashtags in Tweet in G8:
[2] cancer
[2] papers
[2] pfizer
[2] mrna
[2] músculo
[1] herpessimplexvirus
[1] hsv2
[1] genitalherpes
[1] genitalulcer
[1] europe

Top Hashtags in Tweet in G9:
[12] sexnotgender
[1] gender
[1] children
[1] donoharm
[1] ethics
[1] health
[1] notscience

Top Hashtags in Tweet in G10:
[3] covid
[1] beijing
[1] china
[1] lockdowns
[1] sweden
[1] elfinancierobloombergtv
[1] esclaudia

Top Words
Top Words in Tweet in Entire Graph:
[2549] women
[1783] study
[1492] half
[1368] lancet
[1267] thelancet
[977] monkeypox
[964] male
[957] done
[957] goldendayze
[952] nearly

Top Words in Tweet in G1:
[781] thelancet
[166] acto
[130] drpacomoreno1
[123] vacuna
[103] revista
[96] hlfrisbie
[92] resultados
[83] necesitan
[82] 2º
[82] publicarse

Top Words in Tweet in G2:
[1749] women
[883] goldendayze
[878] study
[871] lancet
[870] done
[870] half
[869] monkeypox
[869] biologically
[868] male
[868] nearly

Top Words in Tweet in G3:
[609] women
[559] study
[558] half
[514] swipewright
[513] men
[511] science
[511] trans
[510] females
[509] precise
[509] important

Top Words in Tweet in G4:
[48] drchoueiri
[45] elonmusk
[43] thelancet
[33] adt
[22] os
[21] us_fda
[21] nejm
[20] study
[20] abiraterone
[19] #pca

Top Words in Tweet in G5:
[65] thelancetendo
[49] lancetmicrobe
[41] issue
[38] resistance
[35] january
[34] free
[33] research
[32] #openaccess
[31] online
[31] journal

Top Words in Tweet in G6:
[151] statement
[150] 27
[150] signed
[149] names
[149] politicalshort
[7] women
[4] lancet
[4] study
[4] half
[3] nearly

Top Words in Tweet in G7:
[65] thelancet
[52] baric_lab
[49] frank_zelenko
[29] study
[29] levantinetimes
[27] covid
[25] nateweymouth
[17] hcq
[16] lancet
[14] see

Top Words in Tweet in G8:
[28] lancet
[28] covid
[25] health
[19] study
[14] 2022
[12] 19
[12] global
[11] disease
[11] vaccine
[8] long

Top Words in Tweet in G9:
[161] thelancet
[144] profchloeorkin
[134] johnpthornhill
[132] brendacrabtreer
[132] ericpfchow
[132] dimostic
[130] qmul
[128] qmulbartsthelon
[117] nhsbartshealth
[77] sophiaforum

Top Words in Tweet in G10:
[34] france24_es
[34] afpfactual
[34] datoworld
[34] europapress
[34] euronewses
[34] forbes_es
[30] livdose
[30] the_newarab
[23] thelancet
[17] corresponsables

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1469] half,women
[948] study,monkeypox
[946] monkeypox,women
[942] nearly,half
[938] biologically,male
[937] women,biologically
[936] done,study
[936] lancet,done
[936] women,nearly
[935] goldendayze,lancet

Top Word Pairs in Tweet in G1:
[83] resultados,revista
[82] publicarse,resultados
[82] vacuna,necesitan
[82] validar,vacuna
[82] reconocida,2º
[82] 2º,acto
[82] revista,reconocida
[82] acto,thelancet
[82] necesitan,publicarse
[82] 1er,acto

Top Word Pairs in Tweet in G2:
[869] monkeypox,women
[869] study,monkeypox
[869] half,women
[868] lancet,done
[868] women,nearly
[868] women,biologically
[868] nearly,half
[868] done,study
[868] biologically,male
[867] goldendayze,lancet

Top Word Pairs in Tweet in G3:
[558] half,women
[509] men,precise
[509] study,men
[509] important,science
[509] women,study
[509] precise,language
[509] females,trans
[509] language,important
[509] science,females
[508] trans,identifi

Top Word Pairs in Tweet in G4:
[14] oncoalert,danafarber
[13] drchoueiri,oncoalert
[13] asco,myesmo
[13] aacr,nejm
[13] danafarber,danafarber_gu
[13] jco_asco,thelancet
[13] nejm,thelancetoncol
[13] thelancetoncol,jco_asco
[13] myesmo,aacr
[12] danafarber_gu,oncbrothers

Top Word Pairs in Tweet in G5:
[35] january,issue
[31] online,journal
[31] journal,#openaccess
[31] free,explore
[31] issue,online
[31] #openaccess,free
[30] lancetmicrobe,january
[26] research,controversies
[26] #timecapsule,glucagon
[26] present,century

Top Word Pairs in Tweet in G6:
[150] signed,statement
[149] names,27
[149] 27,signed
[148] politicalshort,names
[4] half,women
[3] biologically,male
[3] women,biologically
[3] goldendayze,lancet
[3] done,study
[3] nearly,half

Top Word Pairs in Tweet in G7:
[37] baric_lab,frank_zelenko
[35] frank_zelenko,thelancet
[23] levantinetimes,baric_lab
[20] nateweymouth,baric_lab
[13] baric_lab,thelancet
[10] non,mnra
[10] informed,consent
[9] adverse,affects
[9] lancet,article
[9] member,30's

Top Word Pairs in Tweet in G8:
[12] covid,19
[7] study,lancet
[7] long,covid
[6] cohort,study
[5] vaccine,effectiveness
[5] lancet,regional
[5] public,health
[5] regional,health
[4] binary,individuals
[4] monkeypox,virus

Top Word Pairs in Tweet in G9:
[132] brendacrabtreer,dimostic
[132] johnpthornhill,ericpfchow
[132] thelancet,johnpthornhill
[132] ericpfchow,brendacrabtreer
[131] profchloeorkin,thelancet
[128] dimostic,qmulbartsthelon
[128] qmulbartsthelon,qmul
[117] qmul,nhsbartshealth
[77] asaradix,sophiaforum
[77] nhsbartshealth,oriolmitja

Top Word Pairs in Tweet in G10:
[34] france24_es,forbes_es
[34] europapress,euronewses
[34] forbes_es,afpfactual
[34] euronewses,france24_es
[34] afpfactual,datoworld
[30] datoworld,the_newarab
[30] the_newarab,livdose
[22] livdose,thelancet
[17] prensalibreonli,le_gorafi
[17] reuters,prensalibreonli

Top Replied-To
Top Replied-To in Entire Graph:
@profchloeorkin
@thelancet
@nateweymouth
@levantinetimes
@drpacomoreno1
@raycv
@ricarduscaseus
@goldendayze
@drchoueiri
@temoris

Top Replied-To in G1:
@thelancet
@drpacomoreno1
@raycv
@temoris
@ihme_uw
@ricardodgps
@nasrulhamid_mp
@hlfrisbie
@redromo
@razzaqnahim

Top Replied-To in G2:
@goldendayze
@thelancet
@tommycockles8
@arendellady
@_essies
@emteave

Top Replied-To in G3:
@swipewright
@comorbid1221
@chris_english_1

Top Replied-To in G4:
@drchoueiri
@elonmusk
@stkirsch
@trpwolff
@ioanaa_cristea
@johnincarlisle
@scottadamssays
@emwresearch
@sportsjonny
@tkaiser_science

Top Replied-To in G5:
@harryetaylor
@apolocalypses
@richardzchengmd
@wbgrant2
@msnbc
@thelancet
@gop

Top Replied-To in G6:
@politicalshort

Top Replied-To in G7:
@nateweymouth
@levantinetimes
@frank_zelenko
@mattwallace888
@p_mcculloughmd
@phillypharmaboy
@djfreedomrocket
@pierrekory
@tamtampv
@tomfitton

Top Replied-To in G9:
@profchloeorkin
@carlosdelrio7
@stalepudding
@adultfemalexx
@bluntdamage
@pmberkeley
@cybertrumpmaga
@thriftyhedgehog
@pazja07
@edwinwine1

Top Replied-To in G10:
@carloslopezjone
@gurudeportes30
@elfinancierotv
@arequipaaldia
@johananderberg
@lean_minded
@tomuchtohandles
@hanskoppies

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@goldendayze
@swipewright
@politicalshort
@johnpthornhill
@ericpfchow
@brendacrabtreer
@dimostic
@qmul
@qmulbartsthelon

Top Mentioned in G1:
@thelancet
@drpacomoreno1
@hlfrisbie
@temoris
@raycv
@senjutisaha
@contraborrado
@innov_medicine
@ricardodgps

Top Mentioned in G2:
@goldendayze
@thelancet
@drkarleeng
@lazydogs2022
@tommycockles8
@swipewright
@drhoenderkamp
@drdavidbull

Top Mentioned in G3:
@swipewright
@goldendayze
@thelancet
@simonsidleman

Top Mentioned in G4:
@thelancet
@elonmusk
@drchoueiri
@us_fda
@nejm
@danafarber
@oncoalert
@jco_asco
@thelancetoncol
@danafarber_gu

Top Mentioned in G5:
@thelancetendo
@lancetmicrobe
@thelancet
@salmantongarcia
@lancetrh_seasia
@thelancethaem
@scottisaacsmd
@drsuepedersen
@nmc_ind
@who

Top Mentioned in G6:
@politicalshort
@goldendayze
@swipewright

Top Mentioned in G7:
@thelancet
@baric_lab
@frank_zelenko
@rwmalonemd
@levantinetimes
@repthomasmassie
@ocugen
@pierrekory
@wizardpie49
@tuckercarlson

Top Mentioned in G8:
@thmonk_pf
@mark_ungrin
@giving_it_raw
@jsantamariafit

Top Mentioned in G9:
@thelancet
@johnpthornhill
@ericpfchow
@brendacrabtreer
@dimostic
@qmul
@qmulbartsthelon
@nhsbartshealth
@profchloeorkin
@oriolmitja

Top Mentioned in G10:
@europapress
@euronewses
@france24_es
@forbes_es
@afpfactual
@datoworld
@the_newarab
@livdose
@thelancet
@ipsnoticias

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@reportes24h
@adrianat9735
@stigmabaseu
@cooperativa
@notimxm
@syuu1228
@elespectador
@lesleygsmith3
@vonrosenchild

Top Tweeters in G1:
@lilygabet
@lbutronp
@mae_carson2
@folha
@kaluapiscis
@arturocamachob1
@riverolavic
@mrmalky
@susanamnk
@waterworxuk

Top Tweeters in G2:
@schwingcat
@elmmaness
@gormogons
@purpledalmation
@emocionycambio
@olitasdmar
@anacum3
@nvania
@lyndagee49
@aukletqd

Top Tweeters in G3:
@lesleygsmith3
@magicdmw
@bolderthanmost
@milatrud11
@garthgodsman
@stillgray
@treekahlo
@zeno001
@blaugast
@daniellenorgedm

Top Tweeters in G4:
@threadreaderapp
@madanabhat
@concernedhigh
@rhosking252
@people1stplanet
@wholemarsblog
@ecowarriorss
@manifesto2000
@scottadamssays
@urotoday

Top Tweeters in G5:
@vonrosenchild
@iridescentashes
@hubbucket
@msnbc
@60far60pay
@ana_grimbaum
@taxidiwtis
@drmel_t
@garigalanj
@mararos47589315

Top Tweeters in G6:
@sustain05
@mscontrariansci
@eliz_hightower
@aranom12
@melissausais1
@ddavisonnc
@marymauldin
@dyu7vug97v2qcqh
@jbisright
@bbbudget

Top Tweeters in G7:
@clantro
@lissnup
@jstnorv10
@hanyatoderoff
@danalovesracing
@insane_voice
@junogsp7
@sebgorka
@kernowmaiden
@bedeal45

Top Tweeters in G8:
@stigmabaseu
@jimmyroybloom
@paulpaul49
@arthur59611540
@marspioneer
@ric_cowboys
@healthcareglob1
@armando_ribeiro
@neothanos
@westr

Top Tweeters in G9:
@silverkait
@msccollins1
@michael_aw77
@noebah
@vinaigrettegirl
@simonsidleman
@aquilakahecate
@taniaamarshall
@dinahbrand2
@theonion

Top Tweeters in G10:
@reportes24h
@adrianat9735
@elespectador
@infobae
@reuters
@guardian
@le_figaro
@el_pais
@dcexaminer
@20m


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