thelancet, Twitter, 9/17/2022 1:55:29 AM, 281952


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thelancet_2022-09-16_18-33-36.xlsx
thelancet_2022-09-16_18-33-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2022
Short Description:
thelancet via NodeXL https://bit.ly/3BNFJXK
@thelancet
@trishgreenhalgh
@who
@emilyakopp
@jpalvarezguedea
@alison_tree
@isteddos
@mcfunny
@adrianat9735
@acastillodc

Top hashtags:
#covid19
#covid
#sdgs
#longcovid
#copd
#statins
#copdlancet
#sarscov2
#thyroid

Description:
Description
The graph represents a network of 7,637 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, 17 September 2022 at 01:39 UTC.

The requested start date was Saturday, 17 September 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 3-day, 4-hour, 11-minute period from Tuesday, 13 September 2022 at 17:19 UTC to Friday, 16 September 2022 at 21:31 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 : 7637
Unique Edges : 7079
Edges With Duplicates : 15359
Total Edges : 22438
Number of Edge Types : 5
Retweet : 5974
MentionsInRetweet : 10491
Replies to : 917
Mentions : 4413
Tweet : 643
Self-Loops : 694
Reciprocated Vertex Pair Ratio : 0.0127462340672074
Reciprocated Edge Ratio : 0.0251716247139588
Connected Components : 483
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 6348
Maximum Edges in a Connected Component : 20692
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.651159
Graph Density : 0.000224809148864674
Modularity : 0.452117
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,637 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, 17 September 2022 at 01:39 UTC.

The requested start date was Saturday, 17 September 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 3-day, 4-hour, 11-minute period from Tuesday, 13 September 2022 at 17:19 UTC to Friday, 16 September 2022 at 21:31 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:
[451] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[104] https://www.thelancet.com/infographics-do/covid-19-commission-2022
[55] https://www.thelancet.com/commissions/covid19
[41] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00517-4/fulltext
[25] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[24] https://twitter.com/TheLancet/status/1570178509418692608
[24] https://twitter.com/MartyMakary/status/1536112474113683459?s=20&t=uF428FKtqWojwYAKYP5FUg
[23] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00569-1/fulltext
[16] https://www.thelancet.com/action/showPdf?pii=S0140-6736%2822%2901585-9
[15] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00591-6/fulltext

Top URLs in Tweet in G1:
[28] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[24] https://twitter.com/MartyMakary/status/1536112474113683459?s=20&t=uF428FKtqWojwYAKYP5FUg
[11] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2822%2900123-1%2Ffulltext&rc=0
[10] https://www.thelancet.com/commissions/covid19
[9] https://twitter.com/TheLancet/status/1570178509418692608
[8] https://www.thelancet.com/infographics-do/covid-19-commission-2022
[7] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext?utm_campaign=lancetcovidcomm22&utm_source=twitter&utm_medium=social
[5] https://twitter.com/TheLancet/status/1567059230728896515
[5] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01776-7/fulltext
[4] https://us02web.zoom.us/webinar/register/WN_2fOHd3OlRHuljvaKUPrYHg

Top URLs in Tweet in G2:
[85] https://www.thelancet.com/infographics-do/covid-19-commission-2022
[43] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[8] https://www.atimeoffear.com/
[5] https://twitter.com/TheLancet/status/1570178509418692608
[4] https://www.who.int/news/item/15-09-2022-who-responds-to-the-lancet-covid-19-commission
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Farticle%2FPIIS2666-5247%2822%2900185-9%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Farticle%2FS0140-6736%2821%2900869-2%2Ffulltext&rc=0
[2] https://www.harpercollins.com.au/9781460714027/what-really-happened-in-wuhan/
[2] https://twitter.com/thelancet/status/1570178509418692608
[2] https://www.thelancet.com/commissions/covid19

Top URLs in Tweet in G3:
[199] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Feclinm%2Farticle%2FPIIS2589-5370%2822%2900113-4%2Ffulltext&rc=0
[1] https://la-lista.com/mexico/2022/09/15/the-lancet-enlista-a-amlo-entre-los-mandatarios-irresponsables-en-la-pandemia
[1] https://www.thelancet.com/action/showPdf?pii=S0140-6736%2822%2901585-9
[1] https://www.who.int/news/item/15-09-2022-who-responds-to-the-lancet-covid-19-commission
[1] https://twitter.com/jpalvarezguedea/status/1570572464295641088
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS2542-5196%252822%252900171-1&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanam%2Farticle%2FPIIS2667-193X%2821%2900082-X%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanepe%2Farticle%2FPIIS2666-7762%2821%2900258-1%2Ffulltext%3Fs%3D08&rc=0

Top URLs in Tweet in G4:
[12] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00569-1/fulltext
[4] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[2] https://twitter.com/TheLancet/status/1570178509418692608
[2] https://www.thelancet.com/infographics-do/covid-19-commission-2022
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext?utm_campaign=lancetcovidcomm22&utm_source=twitter&utm_medium=social
[1] https://twitter.com/angie_rasmussen/status/1570451686258352128
[1] https://www.thelancet.com/journals/lanepe/article/PIIS2666-7762(22)00087-4/fulltext
[1] https://twitter.com/TheLancet/status/1569756153684414465
[1] https://twitter.com/thelancet/status/1570097823080714242
[1] https://twitter.com/SusanMichie/status/1570305231828955136

Top URLs in Tweet in G5:
[12] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00591-6/fulltext
[12] https://twitter.com/EricTopol/status/1565476327724945408
[6] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736%2822%2901585-9/fulltext
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2822%2900173-5%2Ffulltext&rc=0
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900524-2%2Ffulltext&rc=0
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900580-1%2Ffulltext&rc=0
[3] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252820%252932662-3&rc=0
[2] https://www.medrxiv.org/content/10.1101/2020.07.23.20160895v6
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandia%2Farticle%2FPIIS2213-8587%2822%2900044-4%2Ffulltext&rc=0

Top URLs in Tweet in G6:
[37] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[5] https://www.thelancet.com/commissions/covid19
[4] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00517-4/fulltext
[4] https://www.thelancet.com/infographics-do/covid-19-commission-2022
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanonc%2Farticle%2FPIIS1470-2045%2822%2900508-3%2Ffulltext&rc=0
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2822%2900173-5%2Ffulltext&rc=0
[3] https://twitter.com/thelancet/status/1570308131741114369
[3] https://www.thelancet.com/action/showPdf?pii=S0140-6736%2822%2901585-9
[3] https://twitter.com/TheLancet/status/1570178509418692608
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2822%2900123-1%2Ffulltext&rc=0

Top URLs in Tweet in G7:
[3] 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
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2822%2900426-1%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Farticle%2FPIIS2666-5247%2821%2900069-0%2Ffulltext%3Ffbclid%3DIwAR2KVY1V2VWmaLBF7n4Ebw3oHM6V5BbqyplRQTDYMtWcNe3-Z2kk-7gZe2I&rc=0
[2] https://www.thelancet.com/journals/laninf/article/PIIS1473-3099(22)00320-6/fulltext
[1] https://pubmed.ncbi.nlm.nih.gov/34389292/
[1] https://www.thelancet.com/article/S0140-6736(18)31924-X/fulltext
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa1804988
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanepe%2Farticle%2FPIIS2666-7762%2822%2900006-0%2Ffulltext&rc=0
[1] https://www.thelancet.com/journals/lanepe/article/PIIS2666-7762(22)00104-1/fulltext
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902046-8%2Ffulltext&rc=0

Top URLs in Tweet in G8:
[19] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[3] https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(22)00222-4/fulltext
[2] https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(22)00222-4/fulltext#%20
[1] https://bit.ly/3Sa56s9
[1] https://twitter.com/j_g_allen/status/1570791404552749056
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Feclinm%2Farticle%2FPIIS2589-5370%2821%2900266-2%2Ffulltext&rc=0
[1] https://twitter.com/novavax/status/1570750536416219136
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext#.YyLLPqweiQQ.twitter
[1] https://twitter.com/caulfieldtim/status/1570424835272220672
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2822%2900173-5%2Ffulltext&rc=0

Top URLs in Tweet in G9:
[37] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00517-4/fulltext
[6] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00569-1/fulltext
[3] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00568-X/fulltext
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Febiom%2Fissue%2Fcurrent&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900260-0%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanonc%2Farticle%2FPIIS1470-2045%2822%2900517-4%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanonc%2Farticle%2FPIIS1470-2045%2822%2900398-9%2Ffulltext&rc=0
[1] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00541-1/fulltext#.Yx-2v2lZrog.twitter
[1] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00541-1/fulltext#.YyEQJo8YqTN.twitter
[1] https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(22)00541-1/fulltext#.YyI_BNGHadY.twitter

Top URLs in Tweet in G10:
[22] https://www.thelancet.com/commissions/covid19
[14] https://www.thelancet.com/journals/lanepe/article/PIIS2666-7762(22)00162-4/fulltext
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736%2822%2901585-9/fulltext
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%252822%252900089-7%2Ffulltext&rc=0
[1] https://twitter.com/marionkoopmans/status/1497853200392667138
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[1] https://www.thelancet.com/lancet/commissions
[1] https://www.thelancet.com/pdfs/journals/lancet/PIIS0140-6736(22)01585-9.pdf
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900648-4%2Ffulltext&rc=0
[1] https://www.telegraph.co.uk/global-health/science-and-disease/backlash-major-covid-origins-report-suggests-virus-could-have/

Top Domains
Top Domains in Tweet in Entire Graph:
[1235] thelancet.com
[515] elsevierhealth.com
[207] twitter.com
[21] nih.gov
[18] who.int
[14] nature.com
[11] nejm.org
[10] co.uk
[8] atimeoffear.com
[8] youtube.com

Top Domains in Tweet in G1:
[112] thelancet.com
[77] twitter.com
[42] elsevierhealth.com
[5] elespanol.com
[4] zoom.us
[3] nature.com
[2] co.uk
[2] elsevier.com
[2] youtube.com
[2] bloomberg.com

Top Domains in Tweet in G2:
[135] thelancet.com
[15] twitter.com
[12] elsevierhealth.com
[8] atimeoffear.com
[5] who.int
[2] bit.ly
[2] com.au
[1] theatlantic.com
[1] doi.org
[1] cnmng.ca

Top Domains in Tweet in G3:
[200] thelancet.com
[5] elsevierhealth.com
[1] la-lista.com
[1] who.int
[1] twitter.com

Top Domains in Tweet in G4:
[23] thelancet.com
[13] twitter.com
[1] elsevierhealth.com
[1] catholicarena.com

Top Domains in Tweet in G5:
[25] thelancet.com
[21] elsevierhealth.com
[16] twitter.com
[2] medrxiv.org
[1] johnsnowmemo.com
[1] youtube.com
[1] plos.org
[1] npr.org
[1] politico.eu
[1] wikipedia.org

Top Domains in Tweet in G6:
[148] thelancet.com
[56] elsevierhealth.com
[23] twitter.com
[3] medrxiv.org
[2] termedia.pl
[2] youtube.com
[2] tweetedtimes.com
[1] gov.uk
[1] lnkd.in
[1] covid19commission.org

Top Domains in Tweet in G7:
[14] elsevierhealth.com
[8] thelancet.com
[2] nih.gov
[1] nejm.org
[1] thejewishvoice.com
[1] youtube.com

Top Domains in Tweet in G8:
[25] thelancet.com
[4] twitter.com
[3] elsevierhealth.com
[2] bit.ly

Top Domains in Tweet in G9:
[58] thelancet.com
[14] elsevierhealth.com
[2] twitter.com
[1] buzzsprout.com

Top Domains in Tweet in G10:
[41] thelancet.com
[5] elsevierhealth.com
[3] twitter.com
[2] youtube.com
[1] co.uk
[1] thenationalpulse.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[524] covid19
[90] covid
[62] sdgs
[59] longcovid
[59] copd
[55] statins
[40] copdlancet
[37] sarscov2
[34] thyroid
[34] muertesevitables



Top Hashtags in Tweet in G1:
[272] covid19
[51] sdgs
[31] covid
[26] muertesevitables
[25] verfassungsbeschwerde
[21] medtwitter
[20] meded
[20] foamed
[19] pandemic
[18] celiac

Top Hashtags in Tweet in G2:
[36] covid19
[7] covidisairborne
[6] nuevo
[5] sdgs
[4] monkeypoxvirus
[3] johnsnowmemo
[3] herdimmunity
[2] covid
[2] muertesevitables
[2] verfassungsbeschwerde

Top Hashtags in Tweet in G3:
[1] covid_19
[1] gatel
[1] ineptocracia
[1] desgobierno
[1] gerontocracia
[1] doctormuerte
[1] covid19

Top Hashtags in Tweet in G4:
[32] covid19
[3] sdgs
[2] quercetin
[1] publichealth
[1] fauci
[1] climateemergency
[1] climate
[1] wakeupworld

Top Hashtags in Tweet in G5:
[12] johnsnowmemo
[11] longcovid
[9] covid19
[6] hepa
[4] climateemergency
[4] covidisairborne
[3] covid
[2] herdimmunity
[1] longcovidkids
[1] ukschools

Top Hashtags in Tweet in G6:
[10] covid19
[5] thelancet
[2] pandemic
[2] longcovid
[2] sarscov2
[2] oms
[2] carne
[2] sleep
[2] health
[2] copd

Top Hashtags in Tweet in G7:
[1] covid_19
[1] usa
[1] lab
[1] china
[1] pandemic
[1] thelancet
[1] moderna
[1] pentagono
[1] pfizer
[1] blackrock

Top Hashtags in Tweet in G8:
[15] covid
[2] covid19
[2] amharafano
[1] covidisairborne
[1] corona
[1] pandemie
[1] verfassungsbeschwerde
[1] cdnpoli
[1] stoptheharm
[1] rebelforlife

Top Hashtags in Tweet in G9:
[10] radiotherapy
[10] imrt
[10] sbrt
[10] prostatecancer
[7] precisionmedicine
[6] pollution
[6] lungcancer
[6] hiv
[4] esmo22
[4] covid19

Top Hashtags in Tweet in G10:
[61] covid19
[1] tribunalen
[1] ecohealthalliance
[1] peterdaszak
[1] ralphbaric
[1] followthemoney

Top Words
Top Words in Tweet in Entire Graph:
[3853] thelancet
[2587] covid
[2031] commission
[1873] lancet
[1539] pandemic
[1424] 19
[1353] report
[1011] global
[891] failures
[704] response

Top Words in Tweet in G1:
[1997] thelancet
[877] covid
[623] pandemic
[589] chantz_y
[501] long
[473] commission
[461] 2022
[456] itself
[456] sept
[456] 14

Top Words in Tweet in G2:
[679] commission
[611] covid
[573] report
[552] thelancet
[463] 19
[435] failure
[414] lancet
[372] airborne
[338] complete
[337] came

Top Words in Tweet in G3:
[364] covid
[332] commission
[306] thelancet
[236] stratcons
[235] 19
[231] lancet
[224] lessons
[224] future
[224] pandemic
[201] artículo

Top Words in Tweet in G4:
[387] report
[366] pandemic
[343] lancet
[317] global
[311] failed
[311] response
[310] failures
[304] costly
[304] delays
[300] trishgreenhalgh

Top Words in Tweet in G5:
[331] thelancet
[298] erictopol
[199] covid
[177] commission
[176] failures
[174] global
[166] going
[165] massive
[163] published
[163] 19

Top Words in Tweet in G6:
[79] lancet
[67] covid
[60] 19
[36] pandemic
[36] commission
[27] lessons
[24] future
[22] study
[18] global
[17] health

Top Words in Tweet in G7:
[7] data
[7] lancet
[6] covid
[5] pregnancy
[5] swaledalemutton
[4] vaccines
[4] safety
[4] study
[4] june
[3] drsusanoliver1

Top Words in Tweet in G8:
[42] health
[36] thelancet
[34] pandemic
[28] fossil
[28] commission
[26] 19
[25] courtghoward
[25] failures
[23] lessons
[23] future

Top Words in Tweet in G9:
[105] pace
[102] year
[101] tweetorial
[101] thanks
[99] alison_tree
[68] published
[67] toxicity
[67] results
[66] first
[66] big

Top Words in Tweet in G10:
[107] denachtzuster1
[82] koopmans
[68] 22
[65] mensen
[63] daar
[62] 14
[62] marion
[62] markt
[61] herkomst
[61] #covid19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1392] covid,19
[675] global,failures
[645] commission,report
[587] long,covid
[554] thelancet,commission
[550] lancet,commission
[542] pandemic,thelancet
[532] costly,delays
[528] 14,2022
[526] covid,itself

Top Word Pairs in Tweet in G1:
[482] long,covid
[454] pandemic,thelancet
[454] 14,2022
[453] covid,itself
[453] itself,emerging
[453] emerging,pandemic
[453] thelancet,sept
[451] sept,14
[449] chantz_y,long
[235] función,cognitiva

Top Word Pairs in Tweet in G2:
[463] covid,19
[456] commission,report
[337] lancet,covid
[337] 19,commission
[337] report,came
[337] came,blasted
[337] blasted,complete
[337] complete,failure
[337] failure,recognition
[337] recognition,airborne

Top Word Pairs in Tweet in G3:
[235] covid,19
[224] commission,lessons
[224] lessons,future
[224] future,covid
[217] stratcons,thelancet
[201] thelancet,commission
[129] lancet,commission
[125] artículo,lancet
[125] covid,pandemic
[125] pandemic,co

Top Word Pairs in Tweet in G4:
[305] global,failures
[304] costly,delays
[301] pandemic,response
[299] lancet,report
[299] report,lists
[299] lists,global
[299] failures,contributed
[299] contributed,failed
[299] failed,pandemic
[299] response,number

Top Word Pairs in Tweet in G5:
[168] global,failures
[163] massive,global
[162] covid,19
[160] going,forward
[156] thelancet,commission
[155] commission,covid
[154] published,today
[154] today,thelancet
[154] 19,massive
[154] failures,recommendations

Top Word Pairs in Tweet in G6:
[59] covid,19
[29] lancet,commission
[26] 19,pandemic
[25] commission,lessons
[24] lessons,future
[23] future,covid
[7] global,failure
[6] lung,cancer
[6] trigeminal,neuralgia
[6] pandemic,lancet

Top Word Pairs in Tweet in G7:
[3] teachertwit2,geezerpaulr
[2] covid,19
[2] 19,mrna
[2] mrna,vaccines
[2] vaccines,good
[2] good,safety
[2] safety,profile
[2] profile,pregnancy
[2] death,reports
[2] vaers,safe

Top Word Pairs in Tweet in G8:
[22] lessons,future
[22] 19,pandemic
[21] commission,lessons
[18] pandemic,thelancet
[15] future,#covid
[15] #covid,19
[15] thelancet,failures
[15] failures,include
[15] fossil,fuel
[14] caulfieldtim,commission

Top Word Pairs in Tweet in G9:
[67] year,toxicity
[67] toxicity,results
[66] first,tweetorial
[66] tweetorial,year
[66] results,pace
[66] pace,published
[66] published,big
[66] big,thanks
[66] thanks,collaborators
[65] alison_tree,first

Top Word Pairs in Tweet in G10:
[62] 14,22
[62] marion,koopmans
[61] 22,marion
[61] koopmans,herkomst
[61] herkomst,#covid19
[61] #covid19,wilde
[61] wilde,dieren
[61] dieren,markt
[61] markt,terecht
[61] terecht,gekomen

Top Replied-To
Top Replied-To in Entire Graph:
@chantz_y
@thelancet
@erictopol
@kylenabecker
@maryannedemasi
@washburnealex
@denachtzuster1
@michaelworobey
@harmenjeurink
@stratcons

Top Replied-To in G1:
@chantz_y
@thelancet
@kylenabecker
@washburnealex
@michaelworobey
@srednaj
@animal_graphics
@isglobalorg
@zammi
@tfmetals

Top Replied-To in G2:
@jljcolorado
@dfisman
@paimadhu
@wilsonh
@gabbystern
@kyomizuko
@who
@ettsettery
@bzheleva
@vega_ts

Top Replied-To in G3:
@stratcons
@jpalvarezguedea
@acastillodc
@hectorrossete
@velerogarcia
@otonielgoa
@drchavezdiaz
@evarist58155514
@fidel_cabanas
@gabdunkel

Top Replied-To in G4:
@gabrielscally
@susanmichie
@imogendempsey39
@kamranabbasi
@us_fda
@oscargenomics
@gavi
@trishgreenhalgh
@humanists_uk

Top Replied-To in G5:
@erictopol
@professorignima
@imelda_mairead
@kjblogs1984
@ekbalco
@eidgeek
@xabitron1
@docjeffd
@kimisgubbed
@dgurdasani1

Top Replied-To in G7:
@veronichkapinke
@iambackagain21
@ptcjoneses
@diar380
@dann58638436
@peter99909802
@man_friday_man
@clarecraigpath
@tnalistair
@subtyronean

Top Replied-To in G8:
@danaparish
@heimomikko
@cdcdirector
@educhatter
@pik_climate
@caulfieldtim

Top Replied-To in G10:
@denachtzuster1
@harmenjeurink
@john_bumblebee
@marionkoopmans
@feuer_ameise
@paul88139390
@lookmau
@peterabcz
@marc_veld
@pieteromtzigt

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@chantz_y
@who
@trishgreenhalgh
@joeyfox85
@erictopol
@kylenabecker
@jljcolorado
@stratcons
@commissioncovid

Top Mentioned in G1:
@thelancet
@chantz_y
@kylenabecker
@commissioncovid
@angie_rasmussen
@iberiancitizen
@joannablythman
@foreignpolicy
@emilyakopp
@l0ngstories

Top Mentioned in G2:
@thelancet
@who
@joeyfox85
@jljcolorado
@dfisman
@paimadhu
@chantz_y
@trishgreenhalgh
@dgbassani
@ignace

Top Mentioned in G3:
@thelancet
@stratcons
@jpalvarezguedea
@acastillodc
@drchavezdiaz
@gobiernomx
@emilioalvarezi
@andreucomas14
@hlgatell
@lopezobrador_

Top Mentioned in G4:
@trishgreenhalgh
@thelancet
@susanmichie
@sheencr
@chrischirp
@drmarianeira
@chantz_y
@sharonfrieloz
@gabrielscally
@jljcolorado

Top Mentioned in G5:
@thelancet
@erictopol
@dgurdasani1
@kjblogs1984
@ekbalco
@professorignima
@chantz_y
@trishgreenhalgh
@docjeffd
@imelda_mairead

Top Mentioned in G6:
@mirella_phd
@dr_louwen
@mazvitajames
@joel27799310
@vcstx
@southerngemgal

Top Mentioned in G7:
@swaledalemutton
@drsusanoliver1
@debunk_the_funk
@thatsnotmine125
@teachertwit2
@geezerpaulr
@pierrekory
@kstateturk
@andrewlazarus4
@andylumm

Top Mentioned in G8:
@thelancet
@courtghoward
@caulfieldtim
@cemshweta
@linseymarr
@jljcolorado
@jessica_bassett
@gosiagasperophd
@meganranney
@kprather88

Top Mentioned in G9:
@alison_tree
@nickva
@thelancetoncol
@viveksubbiah
@ebiomedicine
@lancetrespirmed
@thelancet
@myesmo
@thelancetendo
@oncoalert

Top Mentioned in G10:
@denachtzuster1
@thelancet
@marionkoopmans
@mr_smith_econ
@john_bumblebee
@marc_veld
@alisonannyoung
@angie_rasmussen
@stuartjdneil
@bartmaes16

Top Tweeters
Top Tweeters in Entire Graph:
@simanekomama
@jurylady5
@reportes24h
@kanekos69
@adrianat9735
@cloudwanderer3
@inabster
@sosorasora3
@citrus_kyoto
@lizditz

Top Tweeters in G1:
@jurylady5
@cloudwanderer3
@lizditz
@lyndae222
@porridgeisgood
@dclarediane
@joannecangal
@indianexpress
@homerwhite
@edavid57edavid

Top Tweeters in G2:
@kanekos69
@katcapps
@adekleine
@alizardx
@ketaminh
@siquieresmelees
@akelagris
@beccanalia
@wavetop
@kirkmurphy

Top Tweeters in G3:
@yordimx
@mariacabadas
@humbertozamorar
@box1jes
@ferbelaunzaran
@pocopelo23
@xunpaisenpaz
@pldemex
@fmfrang
@carlosatgg

Top Tweeters in G4:
@inabster
@sandradunn1955
@derekjohnbryant
@menabster
@curiocat13
@margymayell
@milatrud11
@esme_hornbeam
@debp197
@mig30m6

Top Tweeters in G5:
@citrus_kyoto
@njdoc
@debeauxos1
@jeannebartram
@michaelrosenyes
@j_p_28
@sweetie_tweeter
@yeswombat
@jennyjones1313
@lauowolf

Top Tweeters in G6:
@denniskoch10
@southerngemgal
@mary_swilling
@tian_a1
@didaclopez
@prison_health
@ajblackston
@colmant_
@jazzmanahn
@ironorehopper

Top Tweeters in G7:
@foxnews
@paulwiggins
@adevotedyogi
@tmzedg
@teachertwit2
@takethatct
@mcfunny
@wjack76995
@chimera414
@malo_j

Top Tweeters in G8:
@protectingterra
@fnafilms
@drstip
@picardonhealth
@aamulehti
@llynneirwin
@mahamatfaikh
@njbbari3
@moriartylab
@meganranney

Top Tweeters in G9:
@koparafallskid
@chabis_ch
@cd_fuller
@mtmdphd
@ailsalaing
@sonee333sonny
@oncoalert
@drdaleneedham
@seamistmermaid
@cpeedell

Top Tweeters in G10:
@nelliejs501
@jacquelinewxxx
@spacema09104056
@diggrich_
@florantine11
@plepsart
@heerbean
@adnl
@ingridtuinstra1
@lidwiennews


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