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thelancet_2022-07-01_18-33-36.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 02, 2022
Short Description:
thelancet via NodeXL https://bit.ly/3yDcCEZ
@thelancet
@gronnet
@gorka_orive
@kunstjonas
@erictopol
@labourlewis
@mpc_xetts
@who
@toryfibs
@thelancetendo

Top hashtags:
#longcovid
#covid19
#surgisphere
#roadsafety
#lancetroadsafety
#nhs
#monkeypox
#gbdstudy
#sarscov2

Description:
Description
The graph represents a network of 7,598 Twitter users whose tweets in the requested range contained "thelancet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 July 2022 at 01:40 UTC.

The requested start date was Saturday, 02 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 7-hour, 52-minute period from Wednesday, 29 June 2022 at 13:38 UTC to Friday, 01 July 2022 at 21:30 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 : 7598
Unique Edges : 7005
Edges With Duplicates : 15959
Total Edges : 22964
Number of Edge Types : 5
Retweet : 5624
MentionsInRetweet : 10066
Tweet : 658
Mentions : 5537
Replies to : 1079
Self-Loops : 679
Reciprocated Vertex Pair Ratio : 0.0186050257731959
Reciprocated Edge Ratio : 0.0365304024669882
Connected Components : 567
Single-Vertex Connected Components : 236
Maximum Vertices in a Connected Component : 5918
Maximum Edges in a Connected Component : 20818
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.849742
Graph Density : 0.000219101879446116
Modularity : 0.458021
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,598 Twitter users whose tweets in the requested range contained "thelancet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 July 2022 at 01:40 UTC.

The requested start date was Saturday, 02 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 7-hour, 52-minute period from Wednesday, 29 June 2022 at 13:38 UTC to Friday, 01 July 2022 at 21:30 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 : 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:
[243] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext
[66] https://force.octru.ox.ac.uk/
[44] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[39] https://twitter.com/TheLancet/status/1542406392828542981
[27] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(19)30003-8/fulltext
[24] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandia%2Farticle%2FPIIS2213-8587%2822%2900003-1%2Ffulltext&rc=0
[24] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900054-8%2Ffulltext&rc=0
[23] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanam%2Farticle%2FPIIS2667-193X%2821%2900111-3%2Ffulltext&rc=0
[22] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00310-3/fulltext
[22] https://twitter.com/thelancet/status/1542406392828542981

Top URLs in Tweet in G1:
[14] https://www.who.int/director-general/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing---29-june-2022
[9] https://www.sciencedirect.com/science/article/pii/S0140673622009370
[8] https://www.sciencedirect.com/science/article/abs/pii/S0140673606694816?via%3Dihub
[5] http://thelancet.com/series/road-safety?utm_campaign=lancetroadsafety22&utm_source=twitter&utm_medium=social
[5] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[4] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext
[3] https://twitter.com/TheLancet/status/1542406392828542981
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01185-0/fulltext
[3] https://www.thebottomline.org.uk/summaries/crash-3/
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2819%2932233-0%2Ffulltext&rc=0

Top URLs in Tweet in G2:
[8] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00310-3/fulltext
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902717-3%2Ffulltext&rc=0
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpub%2Farticle%2FPIIS2468-2667%2821%2900036-0%2Ffulltext&rc=0
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpub%2Farticle%2FPIIS2468-2667%2822%2900060-3%2Ffulltext&rc=0
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)00941-2/fulltext
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00422-4/fulltext
[1] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(22)00153-7/fulltext
[1] https://twitter.com/djanecek/status/1542237277174243330
[1] https://twitter.com/starkwatzinger/status/1542521407908610048
[1] https://www.thelancet.com/journals/lanhl/article/PIIS2666-7568(21)00282-8/fulltext#gr2

Top URLs in Tweet in G3:
[17] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00134-7/fulltext
[12] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext
[7] https://www.eurekalert.org/news-releases/957270#.Yr0NZ6zCbng.twitter
[7] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01209-0/fulltext?rss=yes
[5] https://twitter.com/TheLancet/status/1542406392828542981
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01209-0/fulltext
[3] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00112-8/fulltext
[3] https://www.thelancet.com/series/road-safety
[2] https://www.thelancet.com/journals/lanpub/issue/current
[2] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00141-4/fulltext

Top URLs in Tweet in G4:
[12] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900676-9%2Ffulltext&rc=0
[11] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01204-1/fulltext
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Fissue%2Fcurrent&rc=0
[5] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00251-0/fulltext
[5] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00389-8/fulltext
[5] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00065-2/fulltext#%20
[4] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[4] https://www.thelancet.com/action/showPdf?pii=S1470-2045%2822%2900390-4
[3] https://www.thelancet.com/journals/lanchi/article/PIIS2352-4642(22)00154-7/fulltext
[3] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00175-2/fulltext

Top URLs in Tweet in G5:
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900372-X%2Ffulltext&rc=0
[4] https://rumble.com/v17xp5j-andrew-wakefield-interview.html
[2] https://twitter.com/sudokuvariante/status/1388055529231200262
[2] https://www.ageofautism.com/2020/03/why-we-cannot-believe-brian-deer-about-andrew-wakefield.html
[2] https://twitter.com/jesslovesmjk/status/1537091589004218368
[1] https://sph.unc.edu/sph-news/brewer-named-to-the-lancets-commission-on-vaccine-refusal-acceptance-and-demand/
[1] https://www.thelancet.com/action/showPdf?pii=S1473-3099(22)00422-4
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2818%2930006-9%2Ffulltext&rc=0
[1] https://www.thelancet.com/journals/lanchi/article/PIIS2352-4642(22)00167-5/fulltext
[1] https://twitter.com/francescopanch0/status/1496323036584230916?s=21&t=7u_uuPGx-bC46GgCU4cPDA

Top URLs in Tweet in G6:
[126] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext
[4] https://twitter.com/thelancet/status/1542406392828542981
[1] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext?rss=yes
[1] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext?utm_campaign=lancet&utm_content=213142857&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[1] https://www.theguardian.com/society/2022/jun/29/nhs-privatisation-drive-linked-to-rise-in-avoidable-deaths-study-suggests
[1] https://twitter.com/TheLancet/status/1542406392828542981
[1] https://skwawkbox.org/2022/06/30/nhs-privatisation-associated-with-increased-avoidable-deaths-new-study-in-lancet-finds/
[1] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext#.Yr1wD2fYwHc.twitter

Top URLs in Tweet in G7:
[66] https://force.octru.ox.ac.uk/
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01015-7/fulltext
[2] https://twitter.com/mrdanperry/status/1542861619486662659
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(19)33137-X/fulltext
[1] https://twitter.com/randahabib/status/1541072342205464576
[1] https://www.thelancet.com/pb-assets/Lancet/infographics/covid19-orphanhood/covid19-orphanhood.pdf
[1] https://twitter.com/MrDanPerry/status/1542861619486662659
[1] https://twitter.com/thelancet/status/1542406392828542981
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2819%2930327-4%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2820%2930504-X%2Ffulltext&rc=0

Top URLs in Tweet in G8:
[46] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext
[19] https://twitter.com/TheLancet/status/1542406392828542981
[7] https://twitter.com/thelancet/status/1542406392828542981
[7] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00310-3/fulltext
[4] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00175-2/fulltext
[3] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext#.Yr1oZmbm8cg.twitter
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902796-3%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902795-1%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900295-X%2Ffulltext&rc=0
[2] https://twitter.com/lisa30110331/status/1541638846634262528

Top URLs in Tweet in G9:
[11] https://www.thelancet.com/journals/lanpub/article/PIIS2468-2667(22)00133-5/fulltext
[1] https://www.sciencedirect.com/science/article/pii/S2352464222001663
[1] https://twitter.com/LancetChildAdol/status/1542493156536508416
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900127-8%2Ffulltext&rc=0

Top URLs in Tweet in G10:
[2] https://www.thelancet.com/action/showPdf?pii=S1473-3099%2822%2900422-4
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01063-7/fulltext?dgcid=raven_jbs_etoc_email#.Yr70PQ1SJT4.twitter
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00365-6/fulltext
[1] https://clarivate.com/blog/journal-citation-reports-2022-covid-19-research-continues-to-drive-increased-citation-impact/
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00422-4/fulltext
[1] https://twitter.com/danielreyaldana/status/1541825627829010432
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902753-7%2Ffulltext&rc=0
[1] https://www.thelancet.com/journals/langas/article/PIIS2468-1253(22)00124-8/fulltext#.Yr02Goam97k.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[1220] thelancet.com
[426] elsevierhealth.com
[205] twitter.com
[69] ac.uk
[28] sciencedirect.com
[17] who.int
[16] doi.org
[11] nih.gov
[10] nature.com
[9] elsevier.com

Top Domains in Tweet in G1:
[76] thelancet.com
[37] twitter.com
[20] sciencedirect.com
[14] who.int
[13] elsevierhealth.com
[3] youtube.com
[3] forbes.com
[3] org.uk
[2] iss.it
[2] midilibre.fr

Top Domains in Tweet in G2:
[22] thelancet.com
[19] elsevierhealth.com
[3] twitter.com
[1] jamanetwork.com
[1] npr.org
[1] mayoclinicproceedings.org

Top Domains in Tweet in G3:
[112] thelancet.com
[19] twitter.com
[8] eurekalert.org
[2] bit.ly
[2] org.uk
[2] theguardian.com
[1] elsevierhealth.com
[1] wordpress.com
[1] nhs.uk
[1] amazingerasmusmc.nl

Top Domains in Tweet in G4:
[107] thelancet.com
[25] elsevierhealth.com
[3] nature.com
[3] twitter.com
[2] cdc.gov
[1] bit.ly
[1] nejm.org
[1] biomedcentral.com
[1] redjournal.org

Top Domains in Tweet in G5:
[9] elsevierhealth.com
[8] twitter.com
[5] thelancet.com
[4] rumble.com
[2] ageofautism.com
[1] unc.edu
[1] tufts.edu
[1] hqsscommission.org
[1] bmj.com
[1] bbc.com

Top Domains in Tweet in G6:
[129] thelancet.com
[5] twitter.com
[1] theguardian.com
[1] skwawkbox.org

Top Domains in Tweet in G7:
[66] ac.uk
[16] twitter.com
[14] thelancet.com
[11] elsevierhealth.com
[1] tandfonline.com
[1] clarivate.com
[1] researchprofessionalnews.com

Top Domains in Tweet in G8:
[208] thelancet.com
[37] twitter.com
[27] elsevierhealth.com
[1] com.br
[1] harvard.edu
[1] medicalnewstoday.com
[1] theguardian.com
[1] latestly.com
[1] punjabkesari.in
[1] meddocsonline.org

Top Domains in Tweet in G9:
[11] thelancet.com
[1] sciencedirect.com
[1] twitter.com
[1] elsevierhealth.com

Top Domains in Tweet in G10:
[8] thelancet.com
[1] clarivate.com
[1] twitter.com
[1] elsevierhealth.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[488] longcovid
[251] covid19
[191] surgisphere
[121] roadsafety
[91] lancetroadsafety
[80] nhs
[77] monkeypox
[75] gbdstudy
[57] sarscov2
[48] healthworkers



Top Hashtags in Tweet in G1:
[105] covid19
[64] monkeypox
[46] lancetroadsafety
[46] healthworkers
[37] abortion
[32] roevwade
[28] nigeria
[25] vaccinequity
[20] longcovid
[11] complexptsd

Top Hashtags in Tweet in G2:
[435] longcovid
[20] sarscov2
[3] surgisphere
[1] thelancet
[1] affenpocken

Top Hashtags in Tweet in G3:
[115] roadsafety
[68] gbdstudy
[38] lancetroadsafety
[23] norway
[11] nhsprivatisation
[10] evidence
[9] nhs
[8] prison
[8] covid19
[6] adolescent

Top Hashtags in Tweet in G4:
[56] covid19
[25] sarscov2
[16] openaccess
[11] ai
[11] children
[9] climatechange
[8] cancer
[7] longcovid
[4] firefighting
[4] covaxin

Top Hashtags in Tweet in G5:
[185] surgisphere
[30] covid19
[30] event201
[3] lancetgate
[2] thelancet
[1] doyouseeityet
[1] bigpharma
[1] daszak
[1] knowthyenemy
[1] corruptedscience

Top Hashtags in Tweet in G6:
[58] nhs
[4] pcn
[2] torycorruption
[2] yournhsneedsyou
[1] saveournhs
[1] renationalisenhs
[1] ics
[1] longcovid
[1] stopnhsprivatisation
[1] handsoffournhs

Top Hashtags in Tweet in G7:
[6] covidlong
[6] enfants
[6] adolescents
[6] impactfactor
[6] science
[6] covid
[4] microclots
[4] covid19
[3] placebo
[3] antimicrobialresistance

Top Hashtags in Tweet in G8:
[6] covid19
[5] longcovid
[4] nhs
[3] privatisation
[3] saveournhs
[2] torybritain
[2] nhsprivatisation
[2] thelancet
[2] sdoh
[2] コロナノコト研究

Top Hashtags in Tweet in G9:
[1] covid_19
[1] lancetroadsafety

Top Hashtags in Tweet in G10:
[3] cansinofase3
[2] evusheld
[1] lancetroadsafety
[1] covid19
[1] vaccineswork

Top Words
Top Words in Tweet in Entire Graph:
[3512] thelancet
[1073] nhs
[946] deaths
[917] drtedros
[802] services
[797] patients
[772] healthcare
[770] treatable
[705] associated
[671] quality

Top Words in Tweet in G1:
[2005] thelancet
[860] drtedros
[609] nhs
[599] deaths
[578] services
[540] treatable
[537] quality
[536] decline
[535] associated
[535] healthcare

Top Words in Tweet in G2:
[454] patients
[448] 42
[448] 53
[435] #longcovid
[297] regarding
[296] gronnet
[296] final
[296] mic
[296] drop
[296] seroconversion

Top Words in Tweet in G3:
[367] thelancet
[172] thelancetph
[149] deaths
[134] road
[115] #roadsafety
[97] health
[93] series
[84] ihme_uw
[80] ahyder1
[69] bengoodair

Top Words in Tweet in G4:
[117] study
[92] vaccination
[79] thelancetinfdis
[68] erictopol
[62] bmi
[60] thelancet
[56] #covid19
[54] covid
[48] more
[48] million

Top Words in Tweet in G5:
[377] richard
[377] horton
[329] jikkyleaks
[325] thelancet
[222] published
[195] paper
[186] fake
[185] editor
[185] disgraced
[185] #surgisphere

Top Words in Tweet in G6:
[141] privatisation
[125] healthcare
[95] people
[93] research
[93] toryfibs
[92] labourlewis
[91] reforms
[91] come
[91] jury
[91] returns

Top Words in Tweet in G7:
[142] thelancet
[128] mrdanperry
[89] implement
[79] study
[73] force
[69] result
[68] awesome
[68] ed
[67] pathway
[67] animations

Top Words in Tweet in G8:
[64] health
[52] study
[47] private
[44] sector
[43] outsourcing
[43] mortality
[42] lancet
[42] covid
[39] services
[39] treatable

Top Words in Tweet in G9:
[302] privatisation
[174] thelancet
[150] research
[147] jon_trickett
[147] graph
[147] clearer
[147] kills
[147] pure
[147] simple
[147] morning

Top Words in Tweet in G10:
[443] ba
[219] subvariantes
[217] anticuerpos
[216] presentan
[216] capacidad
[216] evasión
[216] inmunitaria
[216] laboratorio
[216] vacuna
[216] pfizer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[838] drtedros,thelancet
[714] nhs,services
[652] privatising,nhs
[645] decline,quality
[633] services,associated
[631] deaths,treatable
[628] quality,healthcare
[627] healthcare,increasing
[626] associated,decline
[625] increasing,deaths

Top Word Pairs in Tweet in G1:
[790] drtedros,thelancet
[569] nhs,services
[535] decline,quality
[534] privatising,nhs
[533] services,associated
[533] associated,decline
[533] quality,healthcare
[533] healthcare,increasing
[533] increasing,deaths
[533] deaths,treatable

Top Word Pairs in Tweet in G2:
[448] 42,53
[430] 53,patients
[297] regarding,#longcovid
[296] final,mic
[296] mic,drop
[296] drop,regarding
[296] #longcovid,seroconversion
[296] seroconversion,identified
[296] identified,42
[295] gronnet,final

Top Word Pairs in Tweet in G3:
[68] thelancetph,aaronsreeves
[68] aaronsreeves,michaelmarmot
[68] michaelmarmot,allysonpollock
[68] allysonpollock,bennettinst
[67] bengoodair,thelancetph
[53] bennettinst,dspi_oxford
[48] #roadsafety,series
[47] road,safety
[42] road,deaths
[42] gwpublichealth,ccdh_gwsph

Top Word Pairs in Tweet in G4:
[38] study,thelancetinfdis
[35] largest,study
[35] #covid19,vaccination
[33] vaccination,saved
[33] saved,million
[33] million,lives
[33] lives,2021
[33] 2021,alone
[33] alone,according
[33] according,study

Top Word Pairs in Tweet in G5:
[376] richard,horton
[185] editor,disgraced
[185] disgraced,thelancet
[185] thelancet,published
[185] published,fake
[185] fake,#surgisphere
[185] #surgisphere,paper
[185] paper,richard
[185] horton,richard
[184] jikkyleaks,editor

Top Word Pairs in Tweet in G6:
[91] reforms,come
[91] come,jury
[91] jury,returns
[91] returns,verdict
[91] verdict,healthcare
[91] healthcare,privatisation
[91] privatisation,uk
[91] uk,failing
[91] failing,people
[91] people,research

Top Word Pairs in Tweet in G7:
[71] force,study
[70] study,thelancet
[66] thelancet,awesome
[66] awesome,stuff
[66] stuff,implement
[66] implement,result
[66] result,ed
[66] ed,pathway
[66] pathway,animations
[66] mrdanperry,force

Top Word Pairs in Tweet in G8:
[38] private,sector
[35] treatable,mortality
[32] health,care
[28] covid,19
[28] care,services
[24] 2013,20
[23] services,private
[23] nhs,privatisation
[22] outsourcing,health
[22] observational,study

Top Word Pairs in Tweet in G9:
[147] graph,clearer
[147] clearer,privatisation
[147] privatisation,kills
[147] kills,pure
[147] pure,simple
[147] simple,research
[147] research,thelancet
[147] thelancet,morning
[146] jon_trickett,graph
[76] nhs,privatisation

Top Word Pairs in Tweet in G10:
[219] ba,ba
[216] subvariantes,ba
[216] ba,presentan
[216] presentan,capacidad
[216] capacidad,evasión
[216] evasión,inmunitaria
[216] inmunitaria,laboratorio
[216] laboratorio,anticuerpos
[216] anticuerpos,vacuna
[216] vacuna,pfizer

Top Replied-To
Top Replied-To in Entire Graph:
@who
@alacantdevega
@thelancet
@stefiver
@drtedros
@jikkyleaks
@usofdisaster
@istsupsan
@drnickwatts
@mrdanperry

Top Replied-To in G1:
@who
@alacantdevega
@stefiver
@drtedros
@istsupsan
@thelancet
@colfeliciano
@dupontaignan
@drake66010832
@recabaez

Top Replied-To in G2:
@ba_serrano
@kastatrof
@jeromeadamsmd
@sonic_lynx
@kellerpass
@99bibs
@freeisntreally1
@mildanalyst
@dr_mccairnphd
@breezergalway

Top Replied-To in G3:
@thelancet
@bmgray007
@nedwards_1
@bengoodair
@dipakdashtoi
@junaidrazzakmd
@alexanderterry
@19mw98
@ahyder1
@andresvecino

Top Replied-To in G4:
@who
@healthbyjames
@rgayebamba
@agreesivep
@andersonafdmdep
@boleynjolie
@rogerla67397096
@bcpsef
@jordanschachtel
@emwresearch

Top Replied-To in G5:
@jikkyleaks
@antonio41107975
@charlesrixey
@ichudov
@bibi58558618
@quriousin
@ugghater
@guidoamm2
@one_tweetwonder
@ghilotinescu

Top Replied-To in G6:
@sajidjavid
@davidgwrigley
@beckettunite
@thelancet
@labourlewis
@mean_not_green
@edeanbutler

Top Replied-To in G7:
@mrdanperry
@davembmd
@giovannilandoni
@f_g_sanfilippo
@weselymd
@jannethe_md
@lia_tadesse
@famdeslasie
@mikifreund
@drnathimdladla

Top Replied-To in G9:
@chrisgutowski
@jon_trickett
@seanmagee

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@drtedros
@who
@gronnet
@jikkyleaks
@gorka_orive
@thelancetph
@g7
@jon_trickett
@kunstjonas

Top Mentioned in G1:
@thelancet
@drtedros
@who
@g7
@ministerosalute
@istsupsan
@drrimmer
@jamanetwork
@dupontaignan
@leonie_ips

Top Mentioned in G2:
@gronnet
@kunstjonas
@jschmitzleipzig
@mildanalyst
@jcedernaes
@sgriffin_lab
@kellerpass
@thelancet
@jikkyleaks

Top Mentioned in G3:
@thelancet
@thelancetph
@ihme_uw
@ahyder1
@aaronsreeves
@michaelmarmot
@allysonpollock
@bennettinst
@unrsc
@bengoodair

Top Mentioned in G4:
@thelancetinfdis
@erictopol
@thelancet
@who
@lancetmicrobe
@absteward
@lancetchildadol
@eclinicalmed
@thelancethaem
@thelancetoncol

Top Mentioned in G5:
@thelancet
@jikkyleaks
@gmcuk
@charlesrixey
@ichudov
@anasalhajji
@iambrookjackson
@clucky92864053
@macottingham
@bibi58558618

Top Mentioned in G6:
@toryfibs
@labourlewis
@thelancet
@martinremains
@drbobgill
@achoud72
@mettlesome_teri
@wesstreeting
@davidgwrigley
@keir_starmer

Top Mentioned in G7:
@thelancet
@mrdanperry
@nejm
@rcsnews
@dftbubbles
@perukitweep
@oxford_trauma
@octructu
@nihrresearch
@britorthopaedic

Top Mentioned in G8:
@mariolapr
@javkhlanbayar_d
@brianalast
@kh4od

Top Mentioned in G9:
@thelancet
@jon_trickett
@jujuliagrace
@toryfibs
@labourlewis
@shaqbell
@lanrefalusi
@drclairetaylor
@everydoctoruk
@edwinlindo

Top Mentioned in G10:
@gorka_orive
@thelancet
@thela
@docmportela
@cansinobio
@nejm
@miguel78910
@ramonugarte
@tonymartincasti

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@oldlady12345
@dichristine
@rk70534
@s9tmt
@roblwilson
@m2bliquis
@_redfrog
@chrisbrey1
@lizditz

Top Tweeters in G1:
@dichristine
@lizditz
@httweets
@kokusizu2
@vonrosenchild
@reuters
@business
@lllwry
@dingabelle
@sandssims

Top Tweeters in G2:
@katcapps
@estarianne
@ketaminh
@paulpaul49
@kirkmurphy
@daphne_miles
@debp197
@blacktom1961
@dropoutnation
@finkley1

Top Tweeters in G3:
@oldlady12345
@timesofindia
@mentalhealthbo5
@shell_loyd
@kingsmeadmrt
@tomy2875
@monitor_ph
@basuashis
@akerkathi
@hydwatch

Top Tweeters in G4:
@nilimajumder
@taka910910
@margymayell
@njdoc
@education_24x7
@sandykalano
@laurahennesse11
@nytimes
@trafalgarzul
@syawal

Top Tweeters in G5:
@threadreaderapp
@elalam_vnz
@katalin_pota
@elisha1022
@mackette52
@carobailey864
@revengebunny
@sinnersaint39
@lisamar91564392
@neighhay

Top Tweeters in G6:
@s9tmt
@sandradunn1955
@cleggy261
@hughjaeger
@merrymichaelw
@kevthecheff
@icky_84
@treekahlo
@heather_c_c
@sallymos

Top Tweeters in G7:
@_redfrog
@lillyanapk
@victorg14tdc
@clifford0584
@iceman_ex
@saba_tesfay8
@randahabib
@indy_yet
@aidan_baron
@ojedathies

Top Tweeters in G8:
@drpatfarrell
@tian_a1
@danwibg
@zeno001
@francismaudeadv
@margemsultejano
@punjabkesari
@3salmon
@mariolapr
@thedragonaunt

Top Tweeters in G9:
@catwoman1979
@otivar55
@mconway70
@terryelaineh1
@meallyhen
@pennytindall
@andypeacock999
@peterdilworth1
@raphaeldogg
@lacaldojewelery

Top Tweeters in G10:
@branemark1
@lexmarcasvila
@laporres
@frjuheal
@thinkcatalonia
@7albatros
@marvinharris76
@silvia56883750
@1a31551c566e43d
@gabriellaperu