thelancet, Twitter, 1/14/2023 2:45:06 AM, 287941


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thelancet_2023-01-13_18-33-36.xlsx
thelancet_2023-01-13_18-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2023
Short Description:
thelancet via NodeXL https://bit.ly/3w5ItMp
@thelancet
@erictopol
@yash25571056
@thelancetinfdis
@gianlucac1
@idropcouriers
@pewhealth
@lizditz
@lancetgastrohep
@drsimonwilliams

Top hashtags:
#covid19
#breastfeeding
#covid
#cancer
#ecmo
#vaccino
#cubano
#longcovid

Description:
Description
The graph represents a network of 6,129 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 02:38 UTC.

The tweets in the network were tweeted over the 1757-day, 22-hour, 13-minute period from Friday, 23 March 2018 at 02:44 UTC to Saturday, 14 January 2023 at 00:58 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 : 6129
Unique Edges : 5090
Edges With Duplicates : 13476
Total Edges : 18566
Number of Edge Types : 9
Retweet : 3409
MentionsInRetweet : 5874
MentionsInReplyTo : 5774
Replies to : 1573
Tweet : 555
MentionsInQuote : 298
Mentions : 796
MentionsInQuoteReply : 171
Quote : 116
Self-Loops : 1100
Reciprocated Vertex Pair Ratio : 0.0472307529386847
Reciprocated Edge Ratio : 0.0902012336940034
Connected Components : 556
Single-Vertex Connected Components : 173
Maximum Vertices in a Connected Component : 4313
Maximum Edges in a Connected Component : 14929
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.803394
Graph Density : 0.000263295840900193
Modularity : 0.470917
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,129 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 02:38 UTC.

The tweets in the network were tweeted over the 1757-day, 22-hour, 13-minute period from Friday, 23 March 2018 at 02:44 UTC to Saturday, 14 January 2023 at 00:58 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:
[90] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[74] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00050-8/fulltext
[55] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext
[32] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736%2821%2901609-3/fulltext
[30] https://thelancet.com/journals/eclinm/article/PIIS2589-5370(22)00349-2/fulltext
[26] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(23)00003-4/fulltext#.Y7_q9XK1JL8.twitter
[26] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)02796-3/fulltext
[24] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00834-9/fulltext
[22] https://twitter.com/Ayjchan/status/1613717860190195712/photo/1
[21] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02413-8/fulltext

Top URLs in Tweet in G1:
[66] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00050-8/fulltext
[11] https://www.thelancet.com/action/showPdf?pii=S0140-6736%2821%2900947-8
[11] https://wherearethenumbers.substack.com/p/important-caveats-to-pfizer-vaccine?utm_source=substack&utm_campaign=post_embed&utm_medium=web
[6] https://twitter.com/TheLancet/status/1613841905107992576
[5] https://twitter.com/TheLancet/status/1613504672781795330
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)00794-2/fulltext?utm_campaign=seminar&utm_content=234292121&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[4] https://twitter.com/TheLancet/status/1613257687550099458/photo/1
[4] https://twitter.com/EricTopol/status/1605349241773117440/photo/1
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(18)31310-2/fulltext
[4] https://doi.org/10.1016/S1474-4422(22)00200-9

Top URLs in Tweet in G2:
[43] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[30] https://thelancet.com/journals/eclinm/article/PIIS2589-5370(22)00349-2/fulltext
[20] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02413-8/fulltext
[5] https://bmccardiovascdisord.biomedcentral.com/articles/10.1186/s12872-022-02534-8
[4] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00407-6/fulltext
[4] https://twitter.com/westlondontwit/status/1613270732577951745/photo/1
[4] https://twitter.com/theiipha/status/1613278504593854465/photo/1
[3] https://www.thelancet.com/journals/lanepe/article/PIIS2666-7762(22)00233-2/fulltext
[3] https://twitter.com/Mand2101/status/1614003486693249028/photo/1
[3] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(21)00069-0/fulltext

Top URLs in Tweet in G3:
[19] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00015-6/fulltext
[7] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00407-6/fulltext
[5] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00015-6/fulltext#.Y8DzaRlaWDs.twitter
[4] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00311-5/fulltext
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00016-8/fulltext
[2] https://twitter.com/DreJoanneLiu/status/1613952891680690178/photo/1
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(14)62114-0/fulltext
[2] https://twitter.com/martenrobert/status/1613790955647139840
[2] https://www.thelancet.com/journals/lancet/issue/vol399no10338/PIIS0140-6736(22)X0019-6?utm_campaign=cover22&utm_content=207780669&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[2] https://twitter.com/PaulJBelcher/status/1524995568203976706/photo/1

Top URLs in Tweet in G4:
[5] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00008-7/fulltext
[4] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00001-4/fulltext
[4] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00002-6/fulltext
[4] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00003-8/fulltext
[3] https://www.thelancet.com/journals/lanchi/article/PIIS2352-4642(22)00371-6/fulltext
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00834-9/fulltext
[2] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00501-X/fulltext
[2] https://twitter.com/gomez_rial5/status/1611380073575202817/photo/1
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00831-3/fulltext
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00833-7/fulltext

Top URLs in Tweet in G5:
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)02243-1/fulltext
[2] https://www.thelancet.com/infection
[2] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(22)00158-9/fulltext
[1] https://www.thelancet.com/journals/lanepe/article/PIIS2666-7762(21)00246-5/fulltext
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00054-8/fulltext
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)02183-8/fulltext
[1] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(22)00425-9/fulltext
[1] https://twitter.com/andrew7rd/status/1613232880414515202/photo/1
[1] https://thelancet.com/journals/lancet/article/PIIS0140-6736%2820%2931180-6/fulltext
[1] https://www.mdedge.com/cardiology/article/223352/arrhythmias-ep/lancet-nejm-retract-studies-hydroxychloroquine-covid-19

Top URLs in Tweet in G6:
[3] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00586-2/fulltext
[3] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00834-9/fulltext
[3] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00501-X/fulltext
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00050-8/fulltext
[3] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00833-7/fulltext
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(16)31357-5/fulltext
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(19)30279-8/fulltext
[2] https://www.nbcnews.com/health/sexual-health/first-chlamydia-vaccine-tested-humans-shows-early-promise-n1041386
[2] https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(22)00491-6/fulltext?utm_source=substack&utm_medium=email
[2] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00317-6/fulltext

Top URLs in Tweet in G7:
[7] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00834-9/fulltext
[7] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00831-3/fulltext
[5] https://twitter.com/MarionKoopmans/status/1613621370419552257/photo/1
[3] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(21)00040-9/fulltext
[2] https://www.thelancet.com/journals/lanam/article/PIIS2667-193X(22)00240-X/fulltext#%20
[2] https://www.thelancet.com/journals/lanam/article/PIIS2667-193X(22)00240-X/fulltext
[1] https://twitter.com/gianlucac1/status/1613095307977310208/photo/1
[1] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00407-6/fulltext
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00001-4/fulltext
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(21)00475-8/fulltext

Top URLs in Tweet in G8:
[6] https://www.thelancet.com/journals/lanchi/article/PIIS2352-4642(22)00244-9/fulltext
[3] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[2] https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(22)00538-7/fulltext
[2] https://clinicaltrials.gov/ct2/show/NCT03715127
[2] https://www.nejm.org/doi/full/10.1056/NEJMc2207270
[2] https://www.nejm.org/doi/full/10.1056/nejmoa2034577
[2] https://www.nejm.org/doi/full/10.1056/nejmoa2035389
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)32661-1/fulltext
[2] https://www.thelancet.com/journals/lanepe/article/PIIS2666-7762(21)00256-8/fulltext
[1] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(21)00133-X/fulltext

Top URLs in Tweet in G9:
[21] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(23)00003-4/fulltext#.Y7_q9XK1JL8.twitter
[4] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(23)00003-4/fulltext#.Y8EglIb8AhJ.twitter
[4] https://twitter.com/ibdseb/status/1613663447266299908/photo/1
[3] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00612-0/fulltext
[3] https://www.thelancet.com/journals/langas/article/PIIS2468-1253(22)00385-5/fulltext?dgcid=raven_jbs_aip_email
[2] https://www.thelancet.com/journals/langas/article/PIIS2468-1253(22)00385-5/fulltext
[2] https://twitter.com/eBioMedicine/status/1613987097278353426/photo/1
[2] https://www.thelancet.com/journals/langas/article/PIIS2468-1253(22)00385-5/fulltext#.Y8DygSr--X4.twitter
[1] https://www.thelancet.com/journals/langas/article/PIIS2468-1253(22)00354-5/fulltext
[1] https://twitter.com/LancetGastroHep/status/1613401258525605888/photo/1

Top URLs in Tweet in G10:
[4] https://twitter.com/david_garza/status/1613730317088464899/photo/1
[3] https://twitter.com/beverleyessue/status/1613622415510093824/photo/1
[2] https://www.youtube.com/watch?v=khkOfsFgEeA&feature=youtu.be

[2] https://twitter.com/WisdomVania/status/1614017001357299734/photo/1
[2] https://twitter.com/Freddy_Nogues/status/1613254254634078208/photo/1
[1] https://thelancetvoice.buzzsprout.com/861868/11896663
[1] https://twitter.com/JessamyBagenal/status/1611330121687879681/video/1
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00050-8/fulltext
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02545-4/fulltext?rss=yes
[1] https://twitter.com/JessamyBagenal/status/1613495823257550848/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1742] thelancet.com
[815] twitter.com
[53] nih.gov
[30] substack.com
[30] nature.com
[28] nejm.org
[23] medrxiv.org
[23] sciencedirect.com
[17] co.uk
[13] bmj.com

Top Domains in Tweet in G1:
[196] thelancet.com
[155] twitter.com
[17] substack.com
[10] doi.org
[4] medicalxpress.com
[3] rumble.com
[2] who.int
[2] on24.com
[2] techxplore.com
[2] ac.uk

Top Domains in Tweet in G2:
[147] thelancet.com
[70] twitter.com
[5] biomedcentral.com
[5] co.uk
[5] nih.gov
[4] nejm.org
[2] youtube.com
[2] gov.uk
[2] bmj.com
[2] dailysceptic.org

Top Domains in Tweet in G3:
[70] thelancet.com
[32] twitter.com
[4] threadreaderapp.com
[2] cdc.gov
[2] movendi.ngo
[1] theindependentpanel.org
[1] sciencedirect.com
[1] bmj.com
[1] wwarn.org
[1] tandfonline.com

Top Domains in Tweet in G4:
[45] thelancet.com
[25] twitter.com
[2] carbonbrief.org
[2] lancetcountdown.org
[1] zerohedge.com
[1] idstewardship.com
[1] scalapublishers.com

Top Domains in Tweet in G5:
[18] thelancet.com
[4] twitter.com
[1] mdedge.com
[1] statnews.com
[1] nih.gov
[1] science.org
[1] bmj.com
[1] mdpi.com
[1] sciencedirect.com

Top Domains in Tweet in G6:
[185] thelancet.com
[35] twitter.com
[6] nejm.org
[3] linkedin.com
[2] nbcnews.com
[2] nih.gov
[2] google.com
[1] medicalxpress.com
[1] oup.com
[1] medrxiv.org

Top Domains in Tweet in G7:
[28] thelancet.com
[7] twitter.com
[2] ac.uk

Top Domains in Tweet in G8:
[30] thelancet.com
[9] twitter.com
[7] nejm.org
[2] bmj.com
[2] clinicaltrials.gov
[1] sciencedirect.com
[1] zerohedge.com
[1] org.za
[1] reuters.com
[1] oup.com

Top Domains in Tweet in G9:
[43] thelancet.com
[12] twitter.com

Top Domains in Tweet in G10:
[31] twitter.com
[5] thelancet.com
[2] youtube.com
[1] buzzsprout.com
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[154] covid19
[85] breastfeeding
[64] covid
[54] cancer
[41] ecmo
[28] vaccino
[28] cubano
[27] longcovid
[23] diabetes
[23] health



Top Hashtags in Tweet in G1:
[48] breastfeeding
[16] covid19
[6] longcovid
[6] narrativemedicine
[6] narrativepractice
[6] pfizerfraud
[6] crimesagainsthumanity
[5] universalhealthcoverage
[5] poverty
[5] vaccine

Top Hashtags in Tweet in G2:
[4] suddendeaths
[3] johnsnowmemo
[3] vaccinedeath
[3] vaccineinjuries
[3] suddendeaths2022
[3] cancer
[3] radiotherapy
[2] tigray
[2] toriesout190
[2] sunakout81

Top Hashtags in Tweet in G3:
[6] breastfeeding
[5] stopoutbreaks
[4] pandemic
[4] covid19
[4] epidemics
[4] alcohol
[4] parental
[4] health
[4] malaria
[3] pregnancy

Top Hashtags in Tweet in G4:
[13] covid19
[8] rsv
[3] idtwitter
[2] lancetclimate22
[1] climatechange
[1] health
[1] breastfeeding
[1] twitterx
[1] denmark
[1] typhoid

Top Hashtags in Tweet in G6:
[3] longcovid
[3] alcohol
[2] クラミジア
[2] ワクチン
[2] 性感染症
[2] hivboshi
[2] covid
[2] covid19
[2] news
[2] acinetobacter

Top Hashtags in Tweet in G7:
[1] johnsnowmemo
[1] bcpoli

Top Hashtags in Tweet in G8:
[19] record4
[19] rivaroxaban
[1] courageousdiscourse
[1] lukelies

Top Hashtags in Tweet in G9:
[8] covid
[7] ibd
[3] microbiome
[3] metabolome
[3] covid19
[3] spare
[2] livertwitter
[2] gitwitter
[1] transplanttwitter
[1] medtwitter

Top Hashtags in Tweet in G10:
[45] cancer
[20] healthsystems
[16] raisethebar
[15] health
[9] salud
[4] closingcancerdivide
[2] covidisntover
[2] breastfeeding
[2] americalatina
[2] uhc

Top Words
Top Words in Tweet in Entire Graph:
[1606] thelancet
[614] lancet
[552] covid
[419] profnfenton
[353] paper
[352] risk
[347] health
[344] response
[303] pfizer
[288] 95

Top Words in Tweet in G1:
[829] thelancet
[398] profnfenton
[291] response
[262] paper
[261] pfizer
[260] 95
[255] vaxx
[255] claiming
[159] effective
[155] israel

Top Words in Tweet in G2:
[85] see
[77] bbc
[71] abridgen
[67] need
[65] invited
[63] jmpsimor
[61] covid
[49] person
[49] thelancet
[48] questions

Top Words in Tweet in G3:
[143] thelancet
[108] access
[93] helenclarknz
[84] mazzucatom
[77] lancet
[68] read
[68] reports
[66] tools
[66] drsimonwilliams
[65] very

Top Words in Tweet in G4:
[75] thelancetinfdis
[69] cov
[69] sars
[55] correspondence
[52] month
[51] protection
[48] mucosal
[45] immunoglobulin
[45] responses
[45] duration

Top Words in Tweet in G5:
[13] krebiozen
[13] tonybaduy
[13] jimeeliberty
[12] mpc_xetts
[12] mcfunny
[11] aspalaasnasntyr
[11] takethatct
[11] dann58638436
[11] volpiranyas
[11] provaxtexan

Top Words in Tweet in G6:
[46] covid
[32] lancet
[31] 19
[21] health
[19] study
[17] co
[16] risk
[15] die
[15] sars
[14] patients

Top Words in Tweet in G7:
[223] soberana
[122] lancet
[115] delta
[114] cuba
[111] heterologous
[111] 02
[110] background
[110] beta
[110] thx
[110] joined

Top Words in Tweet in G8:
[27] data
[27] vaers
[22] trials
[20] results
[20] stkirsch
[20] reporting
[20] cdc
[19] publishing
[19] analyzing
[19] debunk_the_funk

Top Words in Tweet in G9:
[76] patients
[66] withdrawal
[58] therapy
[53] infliximab
[53] immunosuppressant
[53] concomitant
[52] disease
[42] trial
[40] crohn's
[36] landmark

Top Words in Tweet in G10:
[105] thelancet
[85] commission
[68] systems
[53] feliciaknaul
[53] cancer
[52] health
[49] tecdemonterrey
[46] gtorreamione
[45] #cancer
[42] meeting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[261] paper,claiming
[261] pfizer,vaxx
[255] covid,19
[254] sars,cov
[239] profnfenton,thelancet
[173] nature,thelancet
[165] ayjchan,nature
[157] 95,effective
[156] effective,israel
[156] response,complaint

Top Word Pairs in Tweet in G1:
[254] paper,claiming
[254] pfizer,vaxx
[230] profnfenton,thelancet
[151] effective,israel
[151] delayed,response
[151] vaxx,95
[151] thelancet,delayed
[151] 95,effective
[151] complaint,paper
[151] claiming,pfizer

Top Word Pairs in Tweet in G2:
[46] doing,see
[46] invited,light
[46] person,invited
[46] bbc,person
[46] asked,bbc
[46] need,asked
[46] questions,need
[46] light,doing
[45] jmpsimor,questions
[42] covid,19

Top Word Pairs in Tweet in G3:
[64] access,read
[63] publications,reports
[63] few,access
[63] read,lancet
[63] etc,publications
[63] very,few
[63] cdc,etc
[63] lancet,cdc
[63] well,very
[63] matter,well

Top Word Pairs in Tweet in G4:
[69] sars,cov
[50] thelancetinfdis,correspondence
[45] responses,protection
[45] duration,sars
[45] immunoglobulin,responses
[45] month,duration
[45] mucosal,immunoglobulin
[45] cov,mucosal
[44] correspondence,month
[39] group,streptococcus

Top Word Pairs in Tweet in G5:
[7] isthisnetaken,itisjustmebabe
[7] itisjustmebabe,diar380
[7] realshocks,756elizabeth
[7] aspalaasnasntyr,andylumm
[7] 756elizabeth,skepticalprune
[7] diar380,realshocks
[7] andrewlazarus4,premierimproves
[7] alex_on_a14,isthisnetaken
[7] paramaniac9,nuhope2022
[7] shocktraumanp,kcgetaway7

Top Word Pairs in Tweet in G6:
[29] covid,19
[14] sars,cov
[9] long,covid
[8] open,label
[7] 19,pandemic
[6] responses,protection
[6] duration,sars
[6] immunoglobulin,responses
[6] increased,risk
[6] month,duration

Top Word Pairs in Tweet in G7:
[111] soberana,02
[110] 02,heterologous
[110] background,thx
[110] joined,chat
[110] beta,delta
[110] heterologous,beta
[110] thx,lancet
[110] lancet,time
[110] chat,soberana
[110] delta,background

Top Word Pairs in Tweet in G8:
[19] cdc,others
[19] data,integrity
[19] serious,data
[19] clinical,trials
[19] others,gathering
[19] publishing,results
[19] fda,identified
[19] #record4,#rivaroxaban
[19] integrity,issues
[19] #rivaroxaban,mentioned

Top Word Pairs in Tweet in G9:
[53] infliximab,concomitant
[53] concomitant,immunosuppressant
[53] immunosuppressant,therapy
[53] withdrawal,infliximab
[53] therapy,patients
[40] crohn's,disease
[39] patients,crohn's
[36] trial,withdrawal
[36] landmark,trial
[35] jeanfredericco1,landmark

Top Word Pairs in Tweet in G10:
[56] thelancet,commission
[50] health,systems
[50] cancer,health
[49] commission,cancer
[34] commission,#cancer
[27] lancet,commission
[27] feliciaknaul,marykge
[20] #cancer,#healthsystems
[16] marykge,pattyjannet1
[16] meeting,thelancet

Top Replied-To
Top Replied-To in Entire Graph:
@profnfenton
@thelancet
@nirav_mainecdc
@mkjh
@ayjchan
@nhswarrior40k
@h4wkm0th
@rishisunak
@fbossfighter
@sarahdrasmussen

Top Replied-To in G1:
@profnfenton
@thelancet
@nhswarrior40k
@bashbymd
@erictopol
@turdytoddler
@catsscareme2021
@hamidmerchant
@christianazione
@mullally_elaine

Top Replied-To in G2:
@rishisunak
@mullerskitty
@draseemmalhotra
@timlevy95664255
@jameslynchgtc
@clough72
@nadhimzahawi
@abridgen
@johnboweactor
@kathyparr101

Top Replied-To in G3:
@mazzucatom
@helenclarknz
@kazatchkine
@martenrobert
@thelancet
@lucapranay
@satishktm
@paulmcc76995436
@elonmusk
@kristinsperkova

Top Replied-To in G4:
@lcdeurope
@lancetcountdown
@absteward
@manasikumar229
@stephengm99
@g_rockets
@tryangregory

Top Replied-To in G5:
@imkatiern
@albowers1
@andrew7rd
@imcrescentfresh
@ogilville1
@cbeckj
@stevebuckeye23
@dominos20076133
@eddiepullman75
@blaylockmooky

Top Replied-To in G6:
@cardioian

Top Replied-To in G7:
@derek_a_franks
@richardzussman
@graeme_0
@cjfilippi
@frozen
@kashyyk
@debraj43
@shvintage
@gaunmask
@skmorefield

Top Replied-To in G8:
@oxharryh1
@kostas2100
@llambchop916
@amytaylortx
@ninjazz636
@edwardkeyjf
@millinillion3k3
@shootymcbeard
@debunk_the_funk
@pandorasbx

Top Replied-To in G10:
@gtorreamione
@garveygirl
@beverleyessue
@thelancet
@pattyjannet1
@justinehenzell
@gustavomerinoj
@luissobrevia
@david_garza
@samuelkareffmd

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@profnfenton
@nature
@erictopol
@ayjchan
@gianlucac1
@helenclarknz
@thelancetinfdis
@yash25571056

Top Mentioned in G1:
@thelancet
@profnfenton
@erictopol
@jikkyleaks
@weselymd
@catsscareme2021
@lancetgh
@mullerskitty
@thelancetplanet
@nhswarrior40k

Top Mentioned in G2:
@abridgen
@jmpsimor
@thelancet
@draseemmalhotra
@bbcnews
@ariskatzourakis
@sendunsend
@matthancock
@nadhimzahawi
@zubhaque

Top Mentioned in G3:
@thelancet
@helenclarknz
@mazzucatom
@drsimonwilliams
@elstorreele
@drejoanneliu
@kazatchkine
@who
@theindpanel
@maellensirleaf

Top Mentioned in G4:
@thelancetinfdis
@williams_t_c
@adamjkucharski
@thelancet
@tryangregory
@oliverbrady1
@lcdeurope
@carbonbrief
@drrachellowe
@lancetcountdown

Top Mentioned in G5:
@krebiozen
@jimeeliberty
@tonybaduy
@mcfunny
@mpc_xetts
@dann58638436
@volpiranyas
@doom37455413
@nuhope2022
@kevinault

Top Mentioned in G6:
@amcell
@erlesen
@a_baumannii
@siz_hala
@vcstx
@lynnburnsrnutr

Top Mentioned in G7:
@gianlucac1
@kashyyk
@longdeserttrain
@marionkoopmans
@_katie_potatie_
@erictopol
@bk_ailuros
@derek_a_franks
@kprather88

Top Mentioned in G8:
@stkirsch
@debunk_the_funk
@hamidmerchant
@vigilantfox
@tomhfh
@heynursekat
@drkellyvictory
@dhshades
@texaslindsay_
@p_mcculloughmd

Top Mentioned in G9:
@jeanfredericco1
@lancetgastrohep
@jacquesmeis
@aiims1742
@paedsrh
@nickpowelllab
@imperialmdr
@edkuijper2
@jvanprehn
@mycologyrefmanc

Top Mentioned in G10:
@thelancet
@feliciaknaul
@tecdemonterrey
@gtorreamione
@marykge
@pattyjannet1
@beverleyessue
@zippyali
@dingleja
@jrgralow

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@ecodaren
@reportes24h
@adrianat9735
@citrus_kyoto
@washiro
@lizditz
@billm9
@sandradunn1955
@elespectador

Top Tweeters in G1:
@vonrosenchild
@lilygabet
@johnjoechad
@melissajpeltier
@njdoc
@fiona_fionnagal
@paulpaul49
@arriadna
@ericmoo91919605
@plivestrong

Top Tweeters in G2:
@sandradunn1955
@guardian
@rospay15
@awarding_women
@bbcnews
@scott_squires
@cnn
@dailymailuk
@nickstevenson63
@grobisr

Top Tweeters in G3:
@threadreaderapp
@gadflyquebec
@safarisara
@jeannebartram
@susanamnk
@saffiya_khan1
@steph80335
@susanchubb1
@andreww66619812
@johnwest_jaws

Top Tweeters in G4:
@e2dot7182818284
@ayirpelle
@jchilton666
@osmotheque78000
@lennyllm
@tomvarghesejr
@antiprofessor
@ldrscke
@oneeghacarol
@mgmglobal

Top Tweeters in G5:
@lizditz
@adevotedyogi
@doritmi
@awayfromthekeys
@monstercoyliar
@takethatct
@unity_coach
@mcfunny
@kath2cats
@angryfleas

Top Tweeters in G6:
@mary_swilling
@tian_a1
@whitney_barbra
@amcell
@eldispensador
@truplapng
@tlavagabond
@starsandstripes
@xavierabadmdg
@mob_idsync_cliq

Top Tweeters in G7:
@democat46
@courtrum
@gvg1
@lolamotz
@stonecoldpillar
@090_0655
@3tomatoesshort
@mcnorski
@djammurray
@pangkakistos

Top Tweeters in G8:
@rolo_tamasi
@scepticalaussie
@freethinkfacts
@lorac22allen
@thereal_truther
@olifant
@zubymusic
@barrysteelenb
@atomskssanakan
@madaboutpaper

Top Tweeters in G9:
@drferdowsi
@drjhk
@luisfran09
@fgomollon
@kevyneshandris
@paedsrh
@aiims1742
@dranuraagj
@drbonillaonc
@bottomlineibd

Top Tweeters in G10:
@lalojimjuarez
@aldu_maria
@angelicadopazo
@sondrawomen
@mamachell
@rosariow1
@annaliesalin
@tecscience_
@gabydelrio
@alemorales67


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