thelancet, Twitter, 12/24/2022 2:51:58 AM, 286862


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thelancet_2022-12-23_18-33-36.xlsx
thelancet_2022-12-23_18-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2022
Short Description:
thelancet via NodeXL https://bit.ly/3jm5DLf
@thelancet
@muscle_penguin_
@manopsi
@periodoespecial
@erictopol
@jonathanstea
@draseemmalhotra
@fmk03
@ajjj318267622
@for_sars_cov2

Top hashtags:
#ketamine
#esketamina
#covid19
#sehatcardplus
#thankyou
#obesity

Description:
Description
The graph represents a network of 8,020 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, 24 December 2022 at 02:39 UTC.

The requested start date was Saturday, 24 December 2022 at 01:01 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, 15-hour, 8-minute period from Wednesday, 21 December 2022 at 06:19 UTC to Friday, 23 December 2022 at 21:28 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 : 8020
Unique Edges : 4161
Edges With Duplicates : 14825
Total Edges : 18986
Number of Edge Types : 5
Retweet : 6016
MentionsInRetweet : 7811
Mentions : 3754
Replies to : 945
Tweet : 460
Self-Loops : 499
Reciprocated Vertex Pair Ratio : 0.0121618992021794
Reciprocated Edge Ratio : 0.0240315293665289
Connected Components : 440
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 6594
Maximum Edges in a Connected Component : 17002
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.500871
Graph Density : 0.000161757347496703
Modularity : 0.488594
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,020 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, 24 December 2022 at 02:39 UTC.

The requested start date was Saturday, 24 December 2022 at 01:01 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, 15-hour, 8-minute period from Wednesday, 21 December 2022 at 06:19 UTC to Friday, 23 December 2022 at 21:28 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:
[368] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[153] https://www.thelancet.com/journals/lanwpc/article/PIIS2666-6065(22)00269-3/fulltext
[106] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext
[90] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanpsy%2Farticle%2FPIIS2215-0366%2822%2900260-7%2Ffulltext&rc=0
[76] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00584-9/fulltext
[76] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fthelancet.com%2Fjournals%2Flancet&rc=0
[30] https://linkinghub.elsevier.com/retrieve/pii/S0140673622016944
[22] https://www.thelancet.com/journals/lanam/article/PIIS2667-193X(22)00183-1/fulltext
[22] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900383-X%2Ffulltext&rc=0
[12] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02593-4/fulltext

Top URLs in Tweet in G1:
[48] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00584-9/fulltext
[9] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext
[9] https://linkinghub.elsevier.com/retrieve/pii/S0140673622020797
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02583-1/fulltext
[3] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[3] https://prs-healthcare.com/sonde-echographique-2d-oeuf-clair/
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02538-7/fulltext
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931142-9%2Ffulltext&rc=0
[3] https://amp.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine
[3] https://eur03.safelinks.protection.outlook.com/?url=https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02583-1/fulltext&data=05|01|Julia.Verne@dhsc.gov.uk|5a8d3d0942884105ca7008dae1e761fa|61278c3091a84c318c1fef4de8973a1c|1|0|638070681645111522|Unknown|TWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D|3000|||&sdata=OB1/kBoK74IXkd1wRdQj88LLM03a1UWcCHhvYUTd2GM%3D&reserved=0

Top URLs in Tweet in G2:
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext
[2] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(22)00543-5/fulltext#.Y59ZVc-KFT8.twitter
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900383-X%2Ffulltext&rc=0

Top URLs in Tweet in G3:
[9] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02593-4/fulltext
[9] https://twitter.com/manopsi/status/1606089364395941889
[1] https://twitter.com/manopsi/status/1541777385791844352
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext

Top URLs in Tweet in G4:
[149] https://www.thelancet.com/journals/lanwpc/article/PIIS2666-6065(22)00269-3/fulltext
[21] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900383-X%2Ffulltext&rc=0
[18] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00584-9/fulltext
[13] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931142-9%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Feclinm%2Farticle%2FPIIS2589-5370%2822%2900349-2%2Ffulltext&rc=0
[1] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00816-7/fulltext
[1] https://www.thelancet.com/journals/lanam/article/PIIS2667-193X(22)00226-5/fulltext
[1] https://twitter.com/TheLancet/status/1606070075387256832
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext?utm_campaign=lancetcovid22&utm_content=232637835&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292

Top URLs in Tweet in G5:
[292] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902243-1%2Ffulltext&rc=0
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext?utm_source=STAT+Newsletters&utm_campaign=3989a7d07f-MR_COPY_01&utm_medium=email&utm_term=0_8cab1d7961-3989a7d07f-116322369#.Y6XGAneKUM0.twitter
[1] https://www.thelancet.com/journals/lanwpc/article/PIIS2666-6065(22)00269-3/fulltext
[1] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(22)00425-9/fulltext
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanwpc%2Farticle%2FPIIS2666-6065%2821%2900003-1%2Ffulltext&rc=0
[1] https://twitter.com/jonathanstea/status/1604823504842813440
[1] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00584-9/fulltext
[1] https://www.medrxiv.org/content/10.1101/2022.10.09.22280690v1

Top URLs in Tweet in G6:
[7] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02488-6/fulltext#.Y6R9ryZTcJo.twitter
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02488-6/fulltext#.Y6HSX3xP9PE.twitter
[4] https://publichealthy.co.uk/public-health-has-a-language-problem/
[4] https://www.thelancet.com/journals/lanam/article/PIIS2667-193X(22)00183-1/fulltext
[2] https://www.tropicalmedicine.ox.ac.uk/news/research-highlights
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00765-4/fulltext
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2821%2900352-1%2Ffulltext&rc=0
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900152-0%2Ffulltext&rc=0

Top URLs in Tweet in G7:
[13] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02597-1/fulltext
[4] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(22)00584-9/fulltext
[2] https://news.google.com/__i/rss/rd/articles/CBMiU2h0dHBzOi8vd3d3LnRoZWxhbmNldC5jb20vam91cm5hbHMvbGFuY2V0L2FydGljbGUvUElJUzAxNDAtNjczNigyMikwMjA3OS03L2Z1bGx0ZXh00gEA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)02080-3/fulltext?utm_campaign=reviews&utm_content=232115015&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1155238
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01694-4/fulltext?utm_campaign=reviews&utm_content=232474903&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292#.Y6MMkGtqrg4.twitter
[2] https://www.thelancet.com/journals/landia/article/PIIS2213-8587(22)00324-2/fulltext
[2] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(22)00255-5/fulltext#.Yyv9OcArgz4.twitter
[2] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(22)00543-5/fulltext
[2] https://www.thelancet.com/journals/lanwpc/article/PIIS2666-6065(22)00269-3/fulltext
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext

Top URLs in Tweet in G8:
[7] https://www.thelancet.com/journals/landig/article/PIIS2589-7500(22)00235-7/fulltext
[4] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00499-4/fulltext
[3] https://www.thelancet.com/journals/landig/article/PIIS2589-7500(22)00214-X/fulltext
[2] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00483-0/fulltext
[1] https://bit.ly/3jeMafB
[1] https://www.thelancet.com/journals/lanres/issue/vol11no1/PIIS2213-2600(22)X0013-1
[1] https://bit.ly/3FB6qzi
[1] https://bit.ly/3varbxc
[1] https://www.thelancet.com/journals/lanres/article/PIIS2213-2600(22)00500-8/fulltext
[1] https://www.thelancet.com/journals/langlo/issue/current

Top URLs in Tweet in G9:
[5] https://www.thelancet.com/journals/lanhae/issue/current
[2] https://www.thelancet.com/journals/lanmic/article/PIIS2666-5247(22)00301-9/fulltext#seccestitle10
[1] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00318-0/fulltext#.Y6YO8dOwCAE.twitter
[1] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00332-5/fulltext#.Y6YOcaEwZBY.twitter
[1] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00351-9/fulltext#.Y6YOnYaVbBI.twitter
[1] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00384-2/fulltext
[1] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00401-X/fulltext
[1] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00380-5/fulltext
[1] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00318-0/fulltext
[1] https://www.thelancet.com/journals/lanhae/article/PIIS2352-3026(22)00332-5/fulltext

Top URLs in Tweet in G10:
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2820%2930272-2%2Ffulltext&rc=0
[1] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(22)00543-5/fulltext
[1] https://twitter.com/_Banyoe/status/1605106403487911936

Top Domains
Top Domains in Tweet in Entire Graph:
[1385] thelancet.com
[472] elsevierhealth.com
[109] twitter.com
[43] elsevier.com
[40] nih.gov
[21] sciencedirect.com
[15] science.org
[12] nature.com
[11] nejm.org
[9] ac.uk

Top Domains in Tweet in G1:
[129] thelancet.com
[26] twitter.com
[10] elsevierhealth.com
[9] elsevier.com
[7] sciencedirect.com
[4] theguardian.com
[3] prs-healthcare.com
[3] reuters.com
[3] medicalxpress.com
[3] outlook.com

Top Domains in Tweet in G2:
[5] thelancet.com
[1] elsevierhealth.com

Top Domains in Tweet in G3:
[10] thelancet.com
[10] twitter.com

Top Domains in Tweet in G4:
[183] thelancet.com
[29] elsevierhealth.com
[1] twitter.com

Top Domains in Tweet in G5:
[299] thelancet.com
[3] elsevierhealth.com
[1] twitter.com
[1] medrxiv.org

Top Domains in Tweet in G6:
[37] thelancet.com
[5] elsevierhealth.com
[4] co.uk
[4] twitter.com
[3] ac.uk
[3] elsevier.com
[1] medrxiv.org
[1] oucru.org
[1] wwarn.org

Top Domains in Tweet in G7:
[139] thelancet.com
[20] twitter.com
[19] elsevierhealth.com
[3] tweetedtimes.com
[2] google.com
[2] medicalxpress.com
[1] cgdev.org
[1] bbc.com
[1] medrxiv.org
[1] ac.uk

Top Domains in Tweet in G8:
[36] thelancet.com
[3] bit.ly
[2] elsevierhealth.com
[1] sciencedirect.com

Top Domains in Tweet in G9:
[30] thelancet.com
[2] elsevierhealth.com
[2] youtube.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[110] ketamine
[110] esketamina
[105] covid19
[38] sehatcardplus
[38] thankyou
[33] obesity
[29] molnupiravir
[27] strepa
[27] healthcare
[26] diabetes



Top Hashtags in Tweet in G1:
[26] covid19
[18] cataract
[12] sarscov2
[7] ayushmanbharat
[6] dental
[5] wakleyprize
[4] ai
[4] nephjc
[3] cataracts
[3] india

Top Hashtags in Tweet in G5:
[1] scientific
[1] covidvaccines
[1] thelancet

Top Hashtags in Tweet in G6:
[107] ketamine
[107] esketamina
[25] healthcare
[25] tigray
[25] amhara
[25] afar
[13] mycobiome
[13] microbiome
[8] clinicaltrial
[6] malaria

Top Hashtags in Tweet in G7:
[7] covid19
[7] some4mv
[3] sarscov2
[3] mentalhealth
[2] globalhealth
[2] covid
[2] ai
[2] prep
[2] molnupiravir
[2] lancet

Top Hashtags in Tweet in G8:
[12] pards
[8] artificialintelligence
[7] ivf
[4] pedsicu
[4] longcovid
[3] ards
[2] nsclc
[2] ild
[2] asthma
[2] picu

Top Hashtags in Tweet in G9:
[27] strepa
[5] lymsm
[5] metagenomics
[3] mdssm
[2] leusm
[2] amr
[2] idtwitter
[2] nanopore
[2] ifi
[1] lymphoma

Top Words
Top Words in Tweet in Entire Graph:
[2537] น
[2528] ว
[1789] molnupiravir
[1647] thelancet
[1602] lancet
[1325] 死亡リスク2
[1325] 35倍と報告
[1325] こちらの論文ではコロナにインフルエンザを合併感染すると重症化リスク4
[1325] 14倍
[1325] 東京でインフルエンザ

Top Words in Tweet in G1:
[1195] thelancet
[660] draseemmalhotra
[521] erictopol
[391] molnupiravir
[390] covid
[377] trial
[367] deaths
[362] failure
[362] large
[357] very

Top Words in Tweet in G2:
[1274] インフルエンザワクチンも打たれていない方はぜひご検討ください
[1274] 死亡リスク2
[1274] 劇増え
[1274] こちらの論文ではコロナにインフルエンザを合併感染すると重症化リスク4
[1274] 35倍と報告
[1274] 14倍
[1274] 東京でインフルエンザ
[1273] muscle_penguin_
[2] ワールドカップの時期にラクダの催しものするとか
[2] 組み換えでmersがオミクロン化したらどないするんか

Top Words in Tweet in G3:
[2526] น
[2518] ว
[1268] ได
[1267] lancet
[1267] อ
[1265] manopsi
[1259] คซ
[1258] นครบแล
[1258] molnupiravir
[1258] กเช

Top Words in Tweet in G4:
[444] 低
[212] 入院
[150] 出典
[150] 19
[148] 4回接種は3回と比較し
[148] 症候性感染
[148] なお当研究はmrnaワクチン3回と4回も比較
[148] shuichiotsu
[148] 51
[148] 61

Top Words in Tweet in G5:
[304] covid
[303] 19
[294] vaccines
[293] first
[292] jonathanstea
[292] lives
[292] million
[292] year
[292] saved
[292] estimated

Top Words in Tweet in G6:
[143] thelancet
[109] carlos_arnaud
[107] revisión
[107] #esketamina
[107] estrategias
[107] tratamiento
[107] depresión
[107] nuevas
[107] #ketamine
[107] valiosa

Top Words in Tweet in G7:
[25] lancet
[25] covid
[22] health
[21] care
[20] 19
[17] disease
[13] global
[12] usual
[11] study
[11] based

Top Words in Tweet in G8:
[65] thelancetinfdis
[47] published
[43] paper
[42] advance
[35] lancetrespirmed
[33] need
[33] response
[33] detection
[33] outlines
[33] done

Top Words in Tweet in G9:
[61] resistance
[39] lancetmicrobe
[32] cov
[32] sars
[28] public
[28] concern
[28] mean
[28] currently
[28] antibiotics
[28] health

Top Words in Tweet in G10:
[35] thelancet
[30] datoworld
[30] afpfactual
[30] europapress
[30] france24_es
[30] euronewses
[30] the_newarab
[30] livdose
[30] forbes_es
[18] prensalibreonli

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1325] こちらの論文ではコロナにインフルエンザを合併感染すると重症化リスク4,14倍
[1325] 東京でインフルエンザ,劇増え
[1325] 14倍,死亡リスク2
[1325] 劇増え,こちらの論文ではコロナにインフルエンザを合併感染すると重症化リスク4
[1325] 死亡リスク2,35倍と報告
[1325] 35倍と報告,インフルエンザワクチンも打たれていない方はぜひご検討ください
[1324] muscle_penguin_,東京でインフルエンザ
[1264] ได,ว
[1264] ว,คซ
[1263] ป,วยกล

Top Word Pairs in Tweet in G1:
[422] erictopol,thelancet
[341] draseemmalhotra,thelancet
[334] molnupiravir,reduce
[333] large,randomized
[333] reduce,covid
[333] very,large
[333] thelancet,failure
[333] covid,hospitalizations
[333] deaths,very
[333] randomized,trial

Top Word Pairs in Tweet in G2:
[1274] こちらの論文ではコロナにインフルエンザを合併感染すると重症化リスク4,14倍
[1274] 東京でインフルエンザ,劇増え
[1274] 死亡リスク2,35倍と報告
[1274] 劇増え,こちらの論文ではコロナにインフルエンザを合併感染すると重症化リスク4
[1274] 14倍,死亡リスク2
[1274] 35倍と報告,インフルエンザワクチンも打たれていない方はぜひご検討ください
[1273] muscle_penguin_,東京でインフルエンザ
[2] リスク誰か指摘しなかったのかな,組み換えでmersがオミクロン化したらどないするんか
[2] ワールドカップの時期にラクダの催しものするとか,リスク誰か指摘しなかったのかな

Top Word Pairs in Tweet in G3:
[1259] ว,คซ
[1259] ได,ว
[1258] ยงส,งท
[1258] molnupiravir,อ
[1258] ถ,งเวลาเล
[1258] เม,อค
[1258] uk,พบว
[1258] คซ,นครบแล
[1258] วยกล,มเส
[1258] งเวลาเล,กใช

Top Word Pairs in Tweet in G4:
[148] shuichiotsu,出典
[148] 入院,51
[148] 低,入院
[148] 重症,61
[148] 出典,なお当研究はmrnaワクチン3回と4回も比較
[148] なお当研究はmrnaワクチン3回と4回も比較,4回接種は3回と比較し
[148] 19,低
[148] 低,重症
[148] 51,低
[148] 61,低

Top Word Pairs in Tweet in G5:
[292] estimated,19
[292] covid,vaccines
[292] saved,estimated
[292] first,year
[292] 19,million
[292] million,lives
[292] vaccines,saved
[292] lives,first
[291] jonathanstea,covid
[10] covid,19

Top Word Pairs in Tweet in G6:
[107] revisión,thelancet
[107] valiosa,revisión
[107] tratamiento,depresión
[107] estrategias,tratamiento
[107] nuevas,estrategias
[107] thelancet,nuevas
[107] depresión,#ketamine
[107] #ketamine,#esketamina
[106] carlos_arnaud,valiosa
[106] #esketamina,doc

Top Word Pairs in Tweet in G7:
[19] covid,19
[12] usual,care
[8] sars,cov
[6] versus,usual
[6] open,label
[6] care,versus
[6] plus,usual
[5] early,treatment
[5] randomised,controlled
[5] care,alone

Top Word Pairs in Tweet in G8:
[33] published,thelancetinfdis
[33] paper,published
[33] detection,response
[33] outlines,need
[33] need,done
[33] advance,detection
[33] thelancetinfdis,outlines
[33] done,advance
[32] response,capacit
[32] nsanzimanasabin,paper

Top Word Pairs in Tweet in G9:
[32] sars,cov
[28] resistance,antibiotics
[28] currently,public
[28] public,health
[28] concern,mean
[28] antibiotics,currently
[28] health,concern
[28] mean,resistance
[27] #strepa,resistance
[26] lancetmicrobe,#strepa

Top Word Pairs in Tweet in G10:
[30] livdose,thelancet
[30] forbes_es,afpfactual
[30] europapress,euronewses
[30] euronewses,france24_es
[30] france24_es,forbes_es
[30] datoworld,the_newarab
[30] afpfactual,datoworld
[30] the_newarab,livdose
[18] reuters,prensalibreonli
[18] ipsnoticias,corresponsables

Top Replied-To
Top Replied-To in Entire Graph:
@draseemmalhotra
@erictopol
@reauxbot_d
@vesseyjason
@thelancet
@l_cathy_60
@orleansdoncella
@suastusa
@quinncessaa
@hectorponsonby

Top Replied-To in G1:
@draseemmalhotra
@erictopol
@reauxbot_d
@vesseyjason
@l_cathy_60
@suastusa
@quinncessaa
@thelancet
@hectorponsonby
@wobski421

Top Replied-To in G2:
@mikito_777
@oppekepe7

Top Replied-To in G5:
@jonathanstea
@nicolem52561197
@frankfurtzack
@uriebay

Top Replied-To in G6:
@orleansdoncella
@carlos_arnaud
@jjgigantic
@iyoba4u
@pakalmeu
@oucru_programme
@ggn94447444
@leaskim
@sigfridrod
@metzeryvegazamo

Top Replied-To in G8:
@lancetrespirmed
@thelancetinfdis

Top Replied-To in G9:
@elisaperego78
@sidherian

Top Replied-To in G10:
@reforma
@mr_civico
@laurabruges
@adrianat9735
@llino07
@el_pais
@fv_josemari
@bart045603771
@keidi1492
@astridcr12

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@muscle_penguin_
@manopsi
@draseemmalhotra
@erictopol
@jonathanstea
@shuichiotsu
@carlos_arnaud
@doc
@jeffgilchrist

Top Mentioned in G1:
@thelancet
@draseemmalhotra
@erictopol
@ebiomedicine
@felici
@reauxbot_d
@psychunseen
@iainsforrest
@aksy_9794
@dogenetics

Top Mentioned in G2:
@muscle_penguin_
@thelancet
@o4jizai

Top Mentioned in G3:
@manopsi
@thelancet

Top Mentioned in G4:
@shuichiotsu
@ramos262740691
@earl_covid19_tw
@muscle_penguin_
@sukunabikona7
@trctzigane
@tigerkittymom
@37phoenix
@carpe_diem0820
@thelancet

Top Mentioned in G5:
@jonathanstea
@caulfieldtim
@agnieszkaszust3
@black_kghp
@peterhotez
@doritmi
@gidmk
@shuichiotsu
@erictopol
@thelancet

Top Mentioned in G6:
@thelancet
@carlos_arnaud
@doc
@who
@drtedros
@iyoba4u
@morubkk
@lancetgh
@tyrbeal
@phaikyeong

Top Mentioned in G7:
@some4mv
@gecko39
@sourcecontrol21
@a_baumannii
@adalbertollinas

Top Mentioned in G8:
@thelancetinfdis
@lancetrespirmed
@nsanzimanasabin
@martin_kneyber
@thelancet
@lancetdigitalh
@ma
@jan_roediger
@aa_kuhn
@uoldolphin2

Top Mentioned in G9:
@lancetmicrobe
@thelancethaem
@elisaperego78
@rolandbakeriii
@thelancet
@joacimrocklov
@nanopore
@illumina
@smbenlazar
@simonglapierre

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

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@jornalistavitor
@wkwkrnht
@jurylady5
@ecodaren
@reportes24h
@adrianat9735
@matiere
@roblwilson
@akane_kawahata

Top Tweeters in G1:
@citrus_kyoto
@estarianne
@silvrib
@baronianconsult
@njdoc
@amazingchevvolt
@paulpaul49
@calcaware
@diabolo741
@gadflyquebec

Top Tweeters in G2:
@sino_p928
@hmiyabi
@tokumewi
@yymods
@kokusizu2
@face_star
@sakumariko
@n_zako
@miso_nicomi
@9z9z9z9z9z

Top Tweeters in G3:
@g7tc
@amenonikki
@pupaenaja_jrs2
@ymammyy
@ipeachxyou
@middonaito
@biubarb_
@iamapng
@noirpoipoison
@wmelon0319

Top Tweeters in G4:
@wkwkrnht
@ecodaren
@matiere
@akane_kawahata
@kinasato_cap001
@fusasippona
@hossy1987
@hakofuguf
@otakutokkai
@fukushimanohito

Top Tweeters in G5:
@adekleine
@ghofmar
@digyoursoul
@dollymad1812
@ohtsune2nd
@ghostcatbce
@bprophetable
@merlinofcanada
@deb_tiva
@lyndaed67738455

Top Tweeters in G6:
@sharma14828
@reforma
@beatriz20d
@vicentelozadab
@nyfarmer
@susanadeleonmd
@roxane66
@stratcons
@biomickwatson
@iyoba4u

Top Tweeters in G7:
@denniskoch10
@tian_a1
@gecko39
@emzorbit
@ordofibonacci
@tothur
@breezergalway
@ievrem
@v_i_v_i_a
@imcjicu

Top Tweeters in G8:
@john1966olsen
@terpsichore_los
@tigershah26
@heartoftardis
@fmk03
@linarobleslujan
@tallcedarofleb
@drlarrybkeating
@cankayabelediye
@kamikazijosi

Top Tweeters in G9:
@threadreaderapp
@sallyrmelb
@mig30m6
@celestinogutirr
@sidherian
@empireinwinter
@mamatoronto
@2020willbelit
@binfotrends
@heidiboesdal

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


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