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thelancet_2023-03-17_18-33-36.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2023
Short Description:
thelancet via NodeXL https://bit.ly/40dPV54
@thelancet
@drericding
@tryangregory
@jneill
@carstenfinke
@laurie_garrett
@thelancetendo
@who
@adrianat9735
@lancetgh

Top hashtags:
#lancetgate
#thalamus
#basal
#post
#omicron
#longcovid
#meded

Description:
Description
The graph represents a network of 5,764 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 01:37 UTC.

The tweets in the network were tweeted over the 2332-day, 1-hour, 57-minute period from Thursday, 27 October 2016 at 22:03 UTC to Saturday, 18 March 2023 at 00:00 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 : 5764
Unique Edges : 4739
Edges With Duplicates : 12371
Total Edges : 17110
Number of Edge Types : 9
Retweet : 3741
MentionsInRetweet : 6518
MentionsInReplyTo : 3941
Replies to : 1124
Tweet : 555
MentionsInQuoteReply : 199
MentionsInQuote : 190
Mentions : 744
Quote : 98
Self-Loops : 1063
Reciprocated Vertex Pair Ratio : 0.0357979257276681
Reciprocated Edge Ratio : 0.0691214470284238
Connected Components : 481
Single-Vertex Connected Components : 161
Maximum Vertices in a Connected Component : 4204
Maximum Edges in a Connected Component : 14086
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.487734
Graph Density : 0.000279608014129236
Modularity : 0.480862
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,764 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 01:37 UTC.

The tweets in the network were tweeted over the 2332-day, 1-hour, 57-minute period from Thursday, 27 October 2016 at 22:03 UTC to Saturday, 18 March 2023 at 00:00 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:
[46] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[39] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(23)00015-2/fulltext
[31] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(23)00027-0/fulltext
[26] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[24] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02465-5/fulltext
[24] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(23)00001-3/fulltext
[20] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(23)00005-0/fulltext
[18] https://twitter.com/petterkar1sson/status/1636036648700981248/photo/1
[15] https://www.thelancet.com/action/showPdf?pii=S1473-3099%2823%2900058-0
[15] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(23)00058-X/fulltext

Top URLs in Tweet in G1:
[13] https://www.conservativewoman.co.uk/andrew-wakefield-and-the-mmr-affair-the-full-story/
[6] https://wherearethenumbers.substack.com/p/the-lancet-heavily-redact-their-response
[5] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)31180-6/fulltext
[5] https://twitter.com/sunsopeningband/status/1635686382827110402/photo/1
[4] https://twitter.com/Jikkyleaks/status/1635822721639813120
[4] https://www.theepochtimes.com/health/emails-show-journals-discussion-before-rejecting-paper-challenging-pfizers-claim-of-95-percent-vaccine-effectiveness_5124648.html
[4] https://twitter.com/FriendsofGRI/status/1636246671809036289/photo/1
[4] https://www.thelancet.com/article/S0140-6736(21)00947-8/fulltext#
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00215-5/fulltext
[4] https://www.ageofautism.com/2020/03/why-we-cannot-believe-brian-deer-about-andrew-wakefield.html

Top URLs in Tweet in G2:
[5] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)02019-5/fulltext
[2] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(23)00063-3/fulltext
[2] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(23)00042-6/fulltext
[2] https://www.lshtm.ac.uk/newsevents/events/stephen-lawn-memorial-lecture-2023
[2] https://twitter.com/LSHTM_TB/status/1630587531988283392/photo/1
[2] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X%2823%2900044-X/fulltext
[2] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X%2823%2900043-8/fulltext
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00498-1/fulltext
[1] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(23)00124-9/fulltext
[1] https://www.thelancet.com/issue/S2214-109X(23)X0005-9#

Top URLs in Tweet in G3:
[23] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(23)00001-3/fulltext
[18] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(23)00005-0/fulltext
[13] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(23)00058-X/fulltext
[11] https://www.thelancet.com/journals/langas/article/PIIS2468-1253(23)00068-7/fulltext
[4] https://www.thelancet.com/journals/langas/article/PIIS2468-1253(23)00069-9/fulltext
[4] https://www.thelancet.com/journals/laneur/article/PIIS1474-4422%2823%2900074-1/fulltext
[3] https://twitter.com/JVLazarus/status/1636424354882830341/photo/1
[3] https://twitter.com/john_damianosMD/status/1636334957579710464/photo/1
[3] https://twitter.com/john_damianosMD/status/1636690714162610178/photo/1
[2] https://twitter.com/JVLazarus/status/1636429342644359169/photo/1

Top URLs in Tweet in G4:
[9] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964%2823%2900026-9/fulltext
[7] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(23)00009-7/fulltext?dgcid=raven_jbs_aip_email
[4] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247%2822%2900387-1/fulltext
[4] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00535-5/fulltext
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00493-2/fulltext
[3] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(23)00118-3/fulltext
[3] https://www.thelancet.com/journals/lanhae/issue/current
[2] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(22)00387-1/fulltext
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099%2823%2900118-4/fulltext
[2] https://thelancet.com/journals/lanmic/issue/current

Top URLs in Tweet in G5:
[8] https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(21)00324-2/fulltext
[2] https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(22)00491-6/fulltext
[1] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(23)00043-8/fulltext
[1] https://twitter.com/DrEricDing/status/1636164989026201606/photo/1
[1] https://n.neurology.org/content/97/23/e2269
[1] https://thelancet.com/journals/langl
[1] https://twitter.com/drericding/status/1636164989026201606

Top URLs in Tweet in G6:
[7] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(21)00069-0/fulltext
[4] https://twitter.com/westlondontwit/status/1636823483165417472/photo/1
[4] https://twitter.com/westlondontwit/status/1636096181997633538/photo/1
[4] https://twitter.com/westlondontwit/status/1636080858183376896/photo/1
[4] https://twitter.com/infeccHRUmalaga/status/1636622911627771905/photo/1
[2] https://twitter.com/Imagoogami/status/1636501702466576385/photo/1
[2] https://twitter.com/_Lucibee/status/791763817428639746
[2] https://www.thelancet.com/pdfs/journals/lanchi/PIIS2352-4642(21)00094-8.pdf
[2] https://ooir.org/index.php?field=Clinical+Medicine&category=Medicine%2C+General+%26+Internal&days=7
[2] https://www.europeanpharmaceuticalreview.com/article/179203/five-potential-eu-regulatory-changes-impacting-the-life-sciences-industry-in-2023/

Top URLs in Tweet in G7:
[10] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[9] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(23)00027-0/fulltext
[5] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00118-4/fulltext
[3] https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(23)00051-2/fulltext
[2] https://twitter.com/pharma_jonpi/status/1636353450618355715/photo/1
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02612-5/fulltext?dgcid=raven_jbs_etoc_feature_lancet
[2] https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(23)00021-9/fulltext
[2] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667%2823%2900027-0/fulltext
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00215-5/fulltext
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736%2822%2902612-5/fulltext?dgcid=raven_jbs_etoc_email

Top URLs in Tweet in G8:
[2] https://twitter.com/JuanPoe/status/1636149841100439553/photo/1
[1] https://twitter.com/JuanPoe/status/1636149848037797888/photo/1
[1] https://www.thelancet.com/journals/lanepe/article/PIIS2666-7762(23)00028-5/fulltext
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02465-5/fulltext
[1] https://twitter.com/MR_COLIBRI_99/status/1636437578256662541/video/1
[1] https://twitter.com/JTrianaT/status/1636233342524981249/video/1
[1] https://www.infobae.com/mexico/2023/03/15/diputados-aprobaron-ley-para-que-segob-administre-los-datos-biometricos-de-la-poblacion/
[1] https://twitter.com/gpplural/status/1636169270370484226/video/1

Top URLs in Tweet in G9:
[7] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00138-X/fulltext
[5] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00398-8/fulltext
[3] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00053-1/fulltext
[2] https://www.thelancet.com/journals/lanpsy/article/PIIS2215-0366(22)00260-7/fulltext
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)00842-X/fulltext
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(23)00060-9/fulltext
[2] https://twitter.com/TheLancet/status/1633252188087816192?s=20
[2] https://twitter.com/CTVNews/status/1635365193441071104?s=20
[2] https://www.ctvnews.ca/health/coronavirus/previous-covid-infection-linked-to-lower-brain-oxygen-levels-cognitive-problems-study-1.6302197
[1] https://twitter.com/SocialFuzzer/status/1635775616682463232/photo/1

Top URLs in Tweet in G10:
[10] https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(23)00022-0/fulltext
[3] https://twitter.com/courtghoward/status/1633071368836136961/photo/1
[2] http://www.cugh2013.org
[2] https://www.thelancet.com/action/showFullTableHTML?isHtml=true&tableId=tbl1&pii=S2542-5196%2823%2900022-0
[1] https://www.thelancet.com/journals/lanam/article/PIIS2667-193X(23)00051-0/fulltext
[1] https://www.who.int/news/item/08-02-2023-experts-call-for-clampdowns-on-exploitative-formula-milk-marketing-in-new-lancet-series
[1] https://twitter.com/WHO/status/1623227566281703424/photo/1
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(23)00512-3/fulltext
[1] https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(22)00042-0/fulltext
[1] https://twitter.com/ollie_jay13/status/1511841071558377474

Top Domains
Top Domains in Tweet in Entire Graph:
[1434] thelancet.com
[716] twitter.com
[26] nih.gov
[19] substack.com
[16] sciencedirect.com
[16] co.uk
[12] nature.com
[11] youtube.com
[7] who.int
[7] on24.com

Top Domains in Tweet in G1:
[102] twitter.com
[60] thelancet.com
[14] co.uk
[12] substack.com
[6] theepochtimes.com
[5] on24.com
[4] youtube.com
[4] nih.gov
[4] ageofautism.com
[3] sciencedirect.com

Top Domains in Tweet in G2:
[34] thelancet.com
[13] twitter.com
[2] ac.uk
[1] cdc.gov
[1] bbc.com
[1] substack.com
[1] thebulletin.org
[1] science.org
[1] microsoft.com
[1] biomedcentral.com

Top Domains in Tweet in G3:
[116] thelancet.com
[48] twitter.com
[1] sciencedirect.com
[1] easo.org
[1] jhep-reports.eu
[1] isglobal.org

Top Domains in Tweet in G4:
[110] thelancet.com
[49] twitter.com
[2] sciencedirect.com
[1] cell.com
[1] substack.com
[1] buzzsprout.com
[1] pfizer.com
[1] acpjournals.org
[1] statnews.com
[1] digitalhealthcrc.com

Top Domains in Tweet in G5:
[12] thelancet.com
[2] twitter.com
[1] neurology.org

Top Domains in Tweet in G6:
[38] twitter.com
[20] thelancet.com
[3] scottishlegal.com
[2] wikipedia.org
[2] nih.gov
[2] nejm.org
[2] ooir.org
[2] europeanpharmaceuticalreview.com
[1] mdpi.com
[1] thepostmillennial.com

Top Domains in Tweet in G7:
[188] thelancet.com
[27] twitter.com
[3] google.com
[2] nature.com
[2] theguardian.com
[2] outbreak.info
[2] cdc.gov
[1] com.co
[1] medicalxpress.com
[1] org.uk

Top Domains in Tweet in G8:
[6] twitter.com
[2] thelancet.com
[1] infobae.com

Top Domains in Tweet in G9:
[28] thelancet.com
[18] twitter.com
[3] ctvnews.ca
[1] kfw.de
[1] reddit.com

Top Domains in Tweet in G10:
[25] thelancet.com
[22] twitter.com
[2] who.int
[2] youtube.com
[2] cugh2013.org
[1] globalbreastfeedingcollective.org
[1] nytimes.com
[1] medaccess.org
[1] constantcontact.com
[1] cugh2023.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[118] lancetgate
[84] thalamus
[84] basal
[84] post
[74] omicron
[65] longcovid
[47] meded
[43] colorectalcancerawarenessmonth
[42] covid19
[42] antisepsis



Top Hashtags in Tweet in G1:
[117] lancetgate
[42] antisepsis
[42] meded
[41] colorectalcancerawarenessmonth
[15] alcohol
[11] cdoh
[10] soccer
[3] lancet200
[3] covid19
[3] 3tablets

Top Hashtags in Tweet in G2:
[23] tb
[23] vaccines
[13] ncd
[5] longcovid
[4] lmics
[1] wtbd2023
[1] vaccinessavelives
[1] vector
[1] malaria
[1] humanitarian

Top Hashtags in Tweet in G3:
[37] nash
[34] semaglutide
[33] obesity
[25] metformin
[23] mechanisms
[23] ageing
[15] diabetes
[13] children
[12] t2d
[11] prader

Top Hashtags in Tweet in G4:
[27] ecmo
[25] longcovid
[15] openaccess
[15] covid19
[10] transplantation
[8] amr
[5] nirmatrelvir
[5] ritonavir
[5] tx
[5] diabetes

Top Hashtags in Tweet in G5:
[1] longcovidawarenessday
[1] thalamus
[1] basal
[1] post

Top Hashtags in Tweet in G6:
[2] vih
[2] study
[2] dig
[2] disseminate
[2] unbelievable
[2] itemization
[2] macchiarini
[2] medicine
[1] retractthepacetrial
[1] myalgicencephalomyelitis

Top Hashtags in Tweet in G7:
[4] soccer
[3] longcovid
[3] dementia
[3] covid19
[2] thelancet
[2] veganism
[2] food
[2] expenses
[2] vegan
[2] plantbased

Top Hashtags in Tweet in G8:
[3] cidh
[2] opcolombia
[1] uribegolpista
[1] germánmartínez
[1] inai

Top Hashtags in Tweet in G9:
[5] longcovid
[4] syria_earthquake
[1] malaria
[1] emergencies
[1] humanitariansettings
[1] researchgap
[1] omicron
[1] xbb
[1] covid19
[1] covidisnotover

Top Hashtags in Tweet in G10:
[5] health
[3] climateemergency
[3] malaria
[3] cugh2023
[3] climatechange
[3] nationalnutritionmonth
[2] covid19
[2] breastfeeding
[2] airpollution
[2] diabetescompact

Top Words
Top Words in Tweet in Entire Graph:
[1780] thelancet
[618] fatality
[557] study
[502] covid
[492] jikkyleaks
[475] measles
[459] very
[454] sars
[416] cov
[389] infection

Top Words in Tweet in G1:
[1217] thelancet
[490] jikkyleaks
[299] profnfenton
[241] published
[235] horton
[234] richard
[228] going
[225] keep
[222] until
[221] sapan

Top Words in Tweet in G2:
[113] measles
[92] vaccine
[84] peterhotez
[83] lancetgh
[64] thelancet
[62] middle
[55] extremists
[55] vaccination
[55] anti
[55] misinformation

Top Words in Tweet in G3:
[117] thelancetendo
[83] patients
[62] semaglutide
[59] cirrhosis
[52] related
[51] non
[49] research
[48] alcoholic
[48] steatohepatitis
[48] lancetgastrohep

Top Words in Tweet in G4:
[43] issue
[41] thelancet
[37] covid
[31] attention
[30] long
[29] more
[27] #ecmo
[26] lancetmicrobe
[25] #longcovid
[24] study

Top Words in Tweet in G5:
[456] fatality
[232] measles
[229] 63
[229] kids
[229] years
[229] infection
[228] sink
[228] very
[228] younger
[228] year

Top Words in Tweet in G6:
[69] thelancet
[32] average
[21] traceyaburgess
[19] dan_wyke
[19] cfs
[18] day
[17] recover
[17] cpet
[16] sedentary
[16] weeks

Top Words in Tweet in G7:
[52] lancet
[36] cov
[34] sars
[32] study
[30] health
[27] covid
[25] disease
[22] here's
[22] neurology
[20] ฅnya

Top Words in Tweet in G8:
[31] europapress
[31] euronewses
[27] france24_es
[27] afpfactual
[27] datoworld
[27] forbes_es
[27] lopezobrador_
[23] livdose
[23] the_newarab
[21] thelancet

Top Words in Tweet in G9:
[110] xbb
[103] omicron
[93] distant
[93] subvariant
[82] type
[81] wild
[78] sequence
[78] sars
[77] epitope
[77] terms

Top Words in Tweet in G10:
[48] health
[41] thelancet
[19] many
[18] 2023
[18] drtomori
[17] climate
[16] courtghoward
[15] rperezescamilla
[14] jhunursing
[14] unicef

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[409] sars,cov
[245] infection,fatality
[245] very,high
[244] sink,very
[244] age,years
[244] fatality,age
[244] fatality,kids
[244] year,63
[244] 63,fatality
[244] younger,year

Top Word Pairs in Tweet in G1:
[234] richard,horton
[225] keep,going
[222] horton,thelancet
[221] thelancet,sapan
[221] sapan,desai
[220] rest,until
[220] consequences,richard
[220] going,rest
[220] until,consequences
[219] jikkyleaks,keep

Top Word Pairs in Tweet in G2:
[54] lower,middle
[54] measles,vaccination
[54] programmes,lower
[54] vaccine,extremists
[54] spreading,misinformation
[54] busy,spreading
[54] anti,vaccine
[54] extremists,busy
[54] vaccination,programmes
[54] misinformation,measles

Top Word Pairs in Tweet in G3:
[48] non,alcoholic
[48] steatohepatitis,related
[48] alcoholic,steatohepatitis
[45] semaglutide,mg
[41] once,weekly
[39] research,loomba
[39] loomba,semaglutide
[39] weekly,patients
[39] patients,non
[39] mg,once

Top Word Pairs in Tweet in G4:
[28] long,covid
[19] attention,resources
[19] march,issue
[18] level,attention
[18] received,anywhere
[18] anywhere,near
[18] near,same
[18] same,level
[18] covid,received
[18] result,widespread

Top Word Pairs in Tweet in G5:
[228] age,years
[228] younger,year
[228] kids,younger
[228] fatality,age
[228] measles,infection
[228] sink,very
[228] high,measles
[228] 63,fatality
[228] year,63
[228] very,high

Top Word Pairs in Tweet in G6:
[17] day,cpet
[16] recover,day
[15] subjects,took
[15] weeks,recover
[15] controls,needed
[15] cpet,whereas
[15] needed,average
[15] whereas,sedentary
[15] took,average
[15] sedentary,controls

Top Word Pairs in Tweet in G7:
[33] sars,cov
[22] lancet,neurology
[20] here's,latest
[20] latest,lancet
[20] ฅnya,here's
[14] cohort,study
[14] soccer,players
[13] neurodegenerative,disease
[12] elite,football
[12] players,sweden

Top Word Pairs in Tweet in G8:
[31] europapress,euronewses
[27] forbes_es,afpfactual
[27] euronewses,france24_es
[27] france24_es,forbes_es
[27] afpfactual,datoworld
[23] datoworld,the_newarab
[23] the_newarab,livdose
[16] livdose,thelancet
[16] reuters,prensalibreonli
[16] lopezobrador_,europapress

Top Word Pairs in Tweet in G9:
[93] omicron,subvariant
[93] subvariant,distant
[93] xbb,omicron
[81] wild,type
[81] distant,wild
[77] expression,xbb
[77] terms,sequence
[77] epitope,expression
[77] sequence,epitope
[77] sars,cov

Top Word Pairs in Tweet in G10:
[15] 2023,thelancet
[14] ucdavis,drtomori
[14] yalesph,jhunursing
[14] drtomori,kadee_russ
[14] jhunursing,ucdavis
[13] invite,2023
[13] unicef,ny
[13] rperezescamilla,unicef
[13] kadee_russ,invite
[13] ny,yalesph

Top Replied-To
Top Replied-To in Entire Graph:
@jikkyleaks
@profnfenton
@theahdb
@thelancet
@dokhollidays
@traceyaburgess
@petterkar1sson
@lolowarn
@deerbrian
@samtlowry

Top Replied-To in G1:
@jikkyleaks
@profnfenton
@theahdb
@dokhollidays
@thelancet
@deerbrian
@filipe_rafaeli
@stansnotamused
@julieloveswind
@rebelskeptical

Top Replied-To in G2:
@laurapowellesq
@dnepo
@harryclax
@gregggonsalves
@rdcopple
@bhaall
@clifford0584
@aneelbhangu
@lshtm_tb
@drloupis

Top Replied-To in G3:
@isglobalorg
@4mmk36
@jvlazarus
@michaelalbertmd
@syd_health

Top Replied-To in G4:
@oltmannd
@yoscienceyo
@thelancet
@drecmo
@drelbourne
@camekosam
@erictopol
@cliffreid
@olireiv
@brunovellas

Top Replied-To in G5:
@morninganswer

Top Replied-To in G6:
@traceyaburgess
@thelancet
@dan_wyke
@jifoulger
@fstevenchalmers
@bbcr4today
@chrisjbofyorks
@_lucibee
@ambrosineshitr2
@nettleshipmaddy

Top Replied-To in G8:
@mr_colibri_99
@crissavihere
@gpplural
@jtrianat
@mamertos0
@juanpoe
@alexandremuller
@visualcap
@menchaca0809
@rose46214145

Top Replied-To in G9:
@grantstern
@jengleruk
@1goodtern
@youarelobbylud
@kit_yates_maths
@liznyc13
@susanwd4
@govcanhealth
@weeoecta

Top Replied-To in G10:
@drtedros
@rperezescamilla
@mdc_martinus
@thelancet

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@jikkyleaks
@profnfenton
@drericding
@epochtimes
@thelancetendo
@laurie_garrett
@brodnig
@lancetgh
@carstenfinke

Top Mentioned in G1:
@thelancet
@jikkyleaks
@profnfenton
@epochtimes
@filipe_rafaeli
@chrismartenson
@friendsofgri
@drkeithsiau
@gmcuk
@187flosse

Top Mentioned in G2:
@peterhotez
@lancetgh
@thelancet
@jonathanstea
@harvardmed
@dukemedschool
@alison_galvani
@ra_clark18
@lshtm_tb
@paimadhu

Top Mentioned in G3:
@thelancetendo
@lancetgastrohep
@scottisaacsmd
@thelancet
@easoobesity
@john_damianosmd
@drjlcalleja
@easlnews
@jvlazarus
@isglobalorg

Top Mentioned in G4:
@thelancet
@lancetmicrobe
@erictopol
@virusesimmunity
@lancetchildadol
@foamecmo
@thelancetneuro
@thelancetoncol
@kennyguna
@thelancetinfdis

Top Mentioned in G5:
@drericding
@maolesen
@jonathanstea
@81morethan74
@morninganswer
@carstenfinke
@ejustin46
@raffyflynnart

Top Mentioned in G6:
@thelancet
@dan_wyke
@bmj_latest
@nhsuk
@traceyaburgess
@nhsengland
@cartlanddavid
@thebma
@bbcnews
@jifoulger

Top Mentioned in G7:
@all4syria
@falsel_net
@todomejorqenada
@jerrybuchko
@torrhl
@bioinfotools
@lynnburnsrnutr
@bestorthodr

Top Mentioned in G8:
@europapress
@euronewses
@lopezobrador_
@france24_es
@forbes_es
@afpfactual
@datoworld
@the_newarab
@livdose
@thelancet

Top Mentioned in G9:
@tryangregory
@blakemmurdoch
@joaquinlife
@socialfuzzer
@kit_yates_maths
@1goodtern
@drericding
@kareemekzayez
@jengleruk
@radcentrism

Top Mentioned in G10:
@thelancet
@who
@drtomori
@courtghoward
@rperezescamilla
@unicef
@yalesph
@jhunursing
@ucdavis
@kadee_russ

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@jurylady5
@reportes24h
@adrianat9735
@toneunga3
@independent
@lizditz
@sandradunn1955
@elespectador
@sddphoto

Top Tweeters in G1:
@threadreaderapp
@pimmaiden
@sallyrmelb
@trumpgot2go
@pqpolitics
@sharma14828
@mazenod10
@mgt_coull26
@plivestrong
@michael_kunz

Top Tweeters in G2:
@sddphoto
@jjj5819
@rebellegrrl
@cathleenkucz
@kirkmurphy
@hopealdridge
@bugjudy
@pfaffsc
@mtlseb
@margaret_aduffy

Top Tweeters in G3:
@cryptovitas
@drjhk
@askdrshashank
@neilflochmd
@galenocatracho
@defixiones666
@adribottero
@dremarquezr
@lacomberon
@onesa092

Top Tweeters in G4:
@lilygabet
@emccoy_writer
@marciasgreen
@xiao_signo028
@caseofdees
@raquelita77bo
@iceman_ex
@mtmdphd
@bbcradio4
@paleonut_

Top Tweeters in G5:
@mrtachilles
@trumpwatchnews
@debsomewhere
@mcnejames
@urocklive1
@march4progress
@cabird6
@buckleyswartz
@scott_squires
@austintemple24

Top Tweeters in G6:
@thetoyman1
@foxnews
@bbcnews
@latimes
@mailonline
@bbcworld
@skynewsaust
@thetorontosun
@archkennedy
@dailytelegraph

Top Tweeters in G7:
@jimmyroybloom
@drpatfarrell
@todomejorqenada
@torrhl
@crof
@davidrieff
@ordofibonacci
@nyawiranjoroge
@healthcareglob1
@all4syria

Top Tweeters in G8:
@reportes24h
@adrianat9735
@independent
@elespectador
@infobae
@reuters
@le_figaro
@el_pais
@dcexaminer
@20m

Top Tweeters in G9:
@ygjumi
@joetsuki
@saffiya_khan1
@watergatesummer
@ctvnews
@dickensgirl
@fluxcapdoodah
@boltgrrl
@fetskatze
@freespeech_0

Top Tweeters in G10:
@jdignum
@fjvjjo
@picardonhealth
@al_richards_786
@prof_goldberg
@raj_psyc
@caroljd1964
@matthewrbroome
@who
@nasa