thelancet, Twitter, 1/22/2022 3:15:05 AM, 270464


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thelancet_2022-01-21_18-00-00.xlsx
thelancet_2022-01-21_18-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 22, 2022
Short Description:
thelancet via NodeXL https://bit.ly/3fKlnTh
@thelancet
@shomburg
@max60958505
@ihme_uw
@rki_de
@erictopol
@nachtzuster2
@bjornlomborg
@valy_s
@marcevann

Top hashtags:
#amr
#covid19
#lombardia
#antimicrobialresistance
#longcovid
#lancet
#grampaper
#omicron
#covid

Description:
Description
The graph represents a network of 8,968 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, 22 January 2022 at 02:14 UTC.

The requested start date was Saturday, 22 January 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, 14-hour, 47-minute period from Wednesday, 19 January 2022 at 06:44 UTC to Friday, 21 January 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 : 8968
Unique Edges : 6990
Edges With Duplicates : 13841
Total Edges : 20831
Number of Edge Types : 5
Replies to : 997
Mentions : 5065
Retweet : 5556
MentionsInRetweet : 8247
Tweet : 966
Self-Loops : 1007
Reciprocated Vertex Pair Ratio : 0.0144795631308953
Reciprocated Edge Ratio : 0.0285457956121034
Connected Components : 962
Single-Vertex Connected Components : 369
Maximum Vertices in a Connected Component : 6020
Maximum Edges in a Connected Component : 16826
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.725538
Graph Density : 0.000152469551602978
Modularity : 0.527002
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,968 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, 22 January 2022 at 02:14 UTC.

The requested start date was Saturday, 22 January 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, 14-hour, 47-minute period from Wednesday, 19 January 2022 at 06:44 UTC to Friday, 21 January 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:
[394] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900090-3%2Ffulltext&rc=0
[245] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252822%252900100-3&rc=0
[232] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900100-3%2Ffulltext&rc=0
[179] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900020-0%2Ffulltext&rc=0
[165] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext&rc=0
[161] https://www.medrxiv.org/content/10.1101/2022.01.05.22268800v2
[109] https://twitter.com/TheLancet/status/1483954294181273605
[77] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2821%2900543-9%2Ffulltext&rc=0
[60] 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
[51] https://twitter.com/thelancet/status/1483954294181273605

Top URLs in Tweet in G1:
[238] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252822%252900100-3&rc=0
[19] https://twitter.com/TheLancet/status/1483954294181273605
[18] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900100-3%2Ffulltext&rc=0
[15] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext&rc=0
[11] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)02724-0/fulltext
[7] https://www.bmj.com/content/375/bmj.n2641
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931823-7%2Ffulltext&rc=0
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext%3Futm_campaign%3Dgbd22%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[4] https://rumble.com/vrheaf-the-lancet-dr.-zelenko-ghislaine-maxwell-and-israel.html
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902798-7%2Ffulltext&rc=0

Top URLs in Tweet in G2:
[17] https://twitter.com/TheLancet/status/1483954294181273605
[17] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext&rc=0
[12] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)02724-0/fulltext
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900091-5%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[10] https://www.ft.com/content/accf1951-48db-40f8-910f-16f66ff5531d
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900090-3%2Ffulltext&rc=0
[6] https://twitter.com/thelancet/status/1483954294181273605
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext%3Futm_campaign%3Dgbd22%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[3] https://twitter.com/gstanchev/status/1328822491301613569?lang=en
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext%3Fs%3D08&rc=0

Top URLs in Tweet in G3:
[154] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900020-0%2Ffulltext&rc=0
[154] https://www.medrxiv.org/content/10.1101/2022.01.05.22268800v2
[17] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900100-3%2Ffulltext&rc=0
[17] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext&rc=0
[12] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandia%2Farticle%2FPIIS2213-8587%2820%2930343-0%2Ffulltext&rc=0
[9] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandia%2Farticle%2FPIIS2213-8587%2820%2930342-9%2Ffulltext&rc=0
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandia%2Farticle%2FPIIS2213-8587%2821%2900289-8%2Ffulltext&rc=0
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900079-7%2Ffulltext&rc=0
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandia%2Farticle%2FPIIS2213-8587%2819%2930426-7%2Ffulltext&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flandia%2Farticle%2FPIIS2213-8587%2821%2900054-1%2Ffulltext&rc=0

Top URLs in Tweet in G4:
[62] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900100-3%2Ffulltext&rc=0
[40] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext&rc=0
[38] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900090-3%2Ffulltext&rc=0
[24] https://twitter.com/TheLancet/status/1483954294181273605
[21] https://twitter.com/thelancet/status/1483954294181273605
[13] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902805-1%2Ffulltext&rc=0
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_feature_gbd22&rc=0
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902390-4%2Ffulltext&rc=0
[4] 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
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900020-0%2Ffulltext&rc=0

Top URLs in Tweet in G5:
[256] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900090-3%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900100-3%2Ffulltext%3Ffbclid%3DIwAR2JuozOKwulsfmLb7VkiIE_cMhvs9_DECl557UuyNSN8Pyn6TRrKEkzSdg&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&rc=0
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7101a4.htm?s_cid=mm7101a4_w
[1] https://www.medrxiv.org/content/10.1101/2021.07.31.21261387v4
[1] https://www.faz.net/aktuell/karriere-hochschule/buero-co/quarantaene-beschaeftigte-ohne-booster-koennen-entschaedigungsanspruch-verlieren-17741667.html
[1] https://www.thelancet.com/journals/ebiom/article/PIIS2352-3964(21)00582-X/fulltext?dgcid=hubspot_email_newsletter_lancetcovid22&utm_campaign=lancetcovid22&utm_medium=email&_hsmi=200888309&_hsenc=p2ANqtz-8_H7lmbk3aN8fwWJPcm0vO4W4KFAnDQUFQ3iz-zw3bGYEAG01OFwDI59HKf0lVd9i8fbCIpR_L6mppjzOcKgSupAATLlr_35_ErnjKNXKv4VTKSmQ&utm_content=200871707&utm_source=hs_email
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Farticle%2FPIIS2666-5247%2821%2900069-0%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900768-4%2Ffulltext&rc=0

Top URLs in Tweet in G6:
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902805-1%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&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902805-1%2Ffulltext%3Fs%3D09&rc=0

Top URLs in Tweet in G7:
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900100-3%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902724-0%2Ffulltext%3Futm_campaign%3Dgbd22%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[2] https://elpais.com/ciencia/2022-01-20/las-superbacterias-ya-matan-mas-que-el-cancer-el-sida-y-la-malaria.html
[2] 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/landig/article/PIIS2589-7500(21)00280-6/fulltext
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900020-0%2Ffulltext&rc=0
[1] https://www.medrxiv.org/content/10.1101/2022.01.05.22268800v2
[1] https://twitter.com/TheLancet/status/1483954294181273605
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900017-4%2Ffulltext&rc=0

Top URLs in Tweet in G8:
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2822%2900020-0%2Ffulltext&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900100-3%2Ffulltext&rc=0
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900104-0%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2820%2930323-4%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900104-0%2Ffulltext%3Fs%3D09&rc=0
[2] https://www.medrxiv.org/content/10.1101/2021.11.08.21265380v2.full
[2] 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
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanglo%2Farticle%2FPIIS2214-109X%2821%2900141-8%2Ffulltext&rc=0
[1] https://www.kidneyresearchuk.org/2022/01/21/many-dialysis-patients-remain-vulnerable-to-omicron/
[1] https://en.wikipedia.org/wiki/McNemar%27s_test

Top URLs in Tweet in G9:
[22] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fthelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2821%2900081-4%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanplh%2Farticle%2FPIIS2542-5196%2821%2900081-4%2Ffulltext&rc=0
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=c3e69df0-f0c0-11eb-97b0-f1a1efefb4ba&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNy0wNy9jbGltYXRlLWNoYW5nZS1saW5rZWQtdG8tNS1taWxsaW9uLWRlYXRocy1hLXllYXItbmV3LXN0dWR5LXNob3dz
[1] https://www.theguardian.com/world/2021/jul/08/extreme-temperatures-kill-5-million-people-a-year-with-heat-related-deaths-rising-study-finds

Top URLs in Tweet in G10:
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900675-9%2Ffulltext&rc=0
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Feclinm%2Farticle%2FPIIS2589-5370%2821%2900141-3%2Ffulltext&rc=0
[2] https://www.nejm.org/doi/full/10.1056/nejmoa2034577?cookieSet=1
[2] https://www.nejm.org/doi/full/10.1056/nejmoa2110475?cookieSet=1
[2] https://bmcmedicine.biomedcentral.com/articles/10.1186/s12916-021-02059-5
[2] https://www.aha.org/news/headline/2021-05-28-peer-review-pfizer-covid-19-vaccine-data-confirms-100-effectiveness
[2] https://www.nih.gov/news-events/news-releases/peer-reviewed-report-moderna-covid-19-vaccine-publishes
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00502-w
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932623-4%2Ffulltext&rc=0
[2] https://www.nejm.org/doi/full/10.1056/NeJMoa2110345?cookieSet=1

Top Domains
Top Domains in Tweet in Entire Graph:
[2669] elsevierhealth.com
[311] twitter.com
[218] thelancet.com
[184] medrxiv.org
[35] mckinsey.com
[21] nih.gov
[19] nature.com
[15] nejm.org
[13] bmj.com
[13] bit.ly

Top Domains in Tweet in G1:
[349] elsevierhealth.com
[45] thelancet.com
[42] twitter.com
[8] bmj.com
[4] medrxiv.org
[4] rumble.com
[4] theguardian.com
[4] dire.it
[4] youtube.com
[3] sciencedirect.com

Top Domains in Tweet in G2:
[61] elsevierhealth.com
[39] twitter.com
[25] thelancet.com
[10] ft.com
[6] bit.ly
[4] ac.uk
[3] change.org
[3] blogspot.com
[3] lnkd.in
[2] redquest-lac.org

Top Domains in Tweet in G3:
[303] elsevierhealth.com
[154] medrxiv.org
[17] twitter.com
[15] thelancet.com
[1] bit.ly
[1] statnews.com
[1] sky.com
[1] fivethirtyeight.com
[1] theguardian.com
[1] nature.com

Top Domains in Tweet in G4:
[306] elsevierhealth.com
[66] twitter.com
[25] thelancet.com
[6] nih.gov
[3] google.com
[1] radian6.com
[1] linkedin.com
[1] archive.ph
[1] bloombergquint.com
[1] jamanetwork.com

Top Domains in Tweet in G5:
[261] elsevierhealth.com
[1] cdc.gov
[1] medrxiv.org
[1] faz.net
[1] thelancet.com

Top Domains in Tweet in G6:
[5] elsevierhealth.com

Top Domains in Tweet in G7:
[25] elsevierhealth.com
[4] thelancet.com
[2] elpais.com
[1] medrxiv.org
[1] twitter.com
[1] on24.com

Top Domains in Tweet in G8:
[33] elsevierhealth.com
[3] medrxiv.org
[3] medicalxpress.com
[3] twitter.com
[2] socialcare.today
[1] kidneyresearchuk.org
[1] wikipedia.org
[1] thelancet.com
[1] cancerresearchuk.org
[1] gov.uk

Top Domains in Tweet in G9:
[24] elsevierhealth.com
[1] bloomberg.com
[1] theguardian.com

Top Domains in Tweet in G10:
[14] elsevierhealth.com
[6] nejm.org
[3] biomedcentral.com
[2] aha.org
[2] nih.gov
[2] nature.com
[1] newtral.es
[1] bmj.com
[1] cochranelibrary.com
[1] medrxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[602] amr
[280] covid19
[197] lombardia
[195] antimicrobialresistance
[187] longcovid
[166] lancet
[136] grampaper
[128] omicron
[68] covid
[67] diabetes



Top Hashtags in Tweet in G1:
[113] amr
[50] covid19
[27] antimicrobialresistance
[26] grampaper
[22] sarscov2
[16] amrsos
[15] omicron
[15] covid
[13] livercirrhosis
[13] johnsnowmemo

Top Hashtags in Tweet in G2:
[356] amr
[150] lancet
[133] antimicrobialresistance
[94] grampaper
[51] stewardmeme
[51] idtwitter
[37] antibiotics
[29] amrsos
[19] subsaharanafrica
[16] antibioticresistant

Top Hashtags in Tweet in G3:
[154] longcovid
[87] covid19
[69] omicron
[60] diabetes
[23] t2d
[20] covid
[20] t1d
[19] amr
[19] tratamiento
[19] obesidad

Top Hashtags in Tweet in G4:
[15] covid19
[14] amr
[8] covid
[8] omicron
[6] thelancet
[4] pandemic
[4] grampaper
[4] antibioticresistance
[3] sarscov2
[3] antimicrobialresistance

Top Hashtags in Tweet in G6:
[182] lombardia
[1] covid_19
[1] covid
[1] covid19
[1] vaccino
[1] greenpass
[1] quirinale22
[1] thelancet
[1] speranzaingalera
[1] news

Top Hashtags in Tweet in G7:
[18] resistenciaantibioticos
[11] covid19
[4] amr
[2] micromundo
[2] covid
[2] diabetes
[1] equity
[1] antimicrobialresistance
[1] cervicalcancer
[1] stroke

Top Hashtags in Tweet in G8:
[10] omikron
[3] omicron
[3] amr
[2] vaccine
[2] biontech
[1] covidisairborne
[1] disasters
[1] health
[1] ataxia
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[2101] thelancet
[1051] lancet
[847] 2019
[828] more
[783] million
[781] deaths
[734] global
[731] covid
[706] people
[617] bacterial

Top Words in Tweet in G1:
[1231] thelancet
[373] 2019
[360] people
[351] million
[348] deaths
[335] more
[320] antibiotic
[320] infections
[316] resistant
[315] bacterial

Top Words in Tweet in G2:
[356] #amr
[323] global
[227] published
[214] thelancet
[199] today
[199] data
[188] study
[176] true
[162] silent
[155] ukamrenvoy

Top Words in Tweet in G3:
[324] erictopol
[318] thelancet
[204] ihme_uw
[176] lancetrespirmed
[172] vaccines
[165] vs
[158] yes
[157] protect
[154] help
[154] #longcovid

Top Words in Tweet in G4:
[77] covid
[62] 19
[59] lancet
[54] omicron
[47] global
[46] 2019
[42] study
[41] pandemic
[39] end
[35] burden

Top Words in Tweet in G5:
[276] lancet
[259] shomburg
[258] gibt
[257] booster
[256] durchbrüche
[256] bundestag
[256] wegfall
[256] lohnfortzahlung
[255] ungeboos
[21] impfung

Top Words in Tweet in G6:
[225] casa
[182] cittadini
[182] #lombardia
[182] furono
[182] messi
[182] davanti
[182] orrore
[182] vedere
[182] familiari
[182] deceduti

Top Words in Tweet in G7:
[100] antibióticos
[82] bacterias
[80] resistentes
[79] malaria
[78] sida
[73] personas
[50] mueren
[50] estudiado
[50] 204
[50] países

Top Words in Tweet in G8:
[115] well
[99] omicron
[83] bealelab
[64] against
[62] vaccine
[61] doses
[59] people
[57] question
[57] three
[57] reasonably

Top Words in Tweet in G9:
[224] bjornlomborg
[211] more
[189] heat
[188] year
[154] temp
[154] 2000
[154] 19
[154] 116k
[153] increasing
[153] temperatures

Top Words in Tweet in G10:
[7] mcfunny
[7] andylumm
[7] mdrisette
[6] frugalsues
[6] burgerlab12
[6] pawley_robert
[6] chrisjohnsonmd
[5] jt375043170
[5] wjack76995
[5] barryjohnreid21

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[472] resistant,bacterial
[403] million,people
[388] people,died
[376] covid,19
[376] bacterial,infections
[374] antibiotic,resistant
[361] estimated,million
[354] hiv,aids
[351] died,2019
[346] more,deaths

Top Word Pairs in Tweet in G1:
[313] million,people
[305] people,died
[299] resistant,bacterial
[298] antibiotic,resistant
[296] bacterial,infections
[294] died,2019
[293] estimated,million
[293] hiv,aids
[292] 2019,antibiotic
[292] infections,more

Top Word Pairs in Tweet in G2:
[172] published,today
[155] data,published
[150] 'silent,pandemic'
[150] pandemic',silent
[150] silent,anymore
[150] anymore,data
[150] today,#lancet
[150] #lancet,show
[150] show,true
[150] true,global

Top Word Pairs in Tweet in G3:
[154] vaccines,help
[154] help,protect
[154] protect,vs
[154] vs,#longcovid
[154] #longcovid,lancetrespirmed
[154] lancetrespirmed,yes
[153] erictopol,vaccines
[153] yes,epi_
[101] thelancet,ihme_uw
[78] ihme_uw,thelancet

Top Word Pairs in Tweet in G4:
[59] covid,19
[30] antimicrobial,resistance
[29] 19,continue
[29] continue,end
[29] end,pandemic
[29] pandemic,near
[28] global,burden
[19] burden,bacterial
[18] bacterial,antimicrobial
[18] 2019,systematic

Top Word Pairs in Tweet in G5:
[256] lancet,durchbrüche
[256] durchbrüche,gibt
[256] gibt,booster
[256] booster,bundestag
[256] bundestag,wegfall
[256] wegfall,lohnfortzahlung
[255] shomburg,lancet
[255] lohnfortzahlung,ungeboos
[20] martin_moder,mal
[20] mal,angeblich

Top Word Pairs in Tweet in G6:
[182] cittadini,#lombardia
[182] #lombardia,furono
[182] furono,messi
[182] messi,davanti
[182] davanti,orrore
[182] orrore,vedere
[182] vedere,familiari
[182] familiari,deceduti
[182] deceduti,casa
[182] casa,senza

Top Word Pairs in Tweet in G7:
[79] resistentes,antibióticos
[78] bacterias,resistentes
[78] sida,malaria
[50] mueren,personas
[50] personas,bacterias
[50] antibióticos,sida
[50] malaria,estudiado
[50] estudiado,204
[50] 204,países
[50] países,fueron

Top Word Pairs in Tweet in G8:
[59] against,omicron
[57] three,doses
[57] reasonably,well
[57] well,against
[56] doses,vaccine
[56] vaccine,protects
[56] protects,healthy
[56] healthy,people
[56] people,reasonably
[56] omicron,critical

Top Word Pairs in Tweet in G9:
[154] 2000,19
[154] more,heat
[153] increasing,temperatures
[152] temperatures,166
[152] 166,000
[152] 000,lives
[152] lives,each
[152] each,year
[152] year,temp
[152] temp,increases

Top Word Pairs in Tweet in G10:
[4] frugalsues,moy_barry
[4] moy_barry,f250roush
[4] f250roush,burgerlab12
[4] burgerlab12,pawley_robert
[4] pawley_robert,skepticsplinter
[4] skepticsplinter,plistinova
[4] plistinova,chrisjohnsonmd
[4] chrisjohnsonmd,twococonuthusks
[3] factsarebiased,kayvonpaul
[3] kayvonpaul,jt375043170

Top Replied-To
Top Replied-To in Entire Graph:
@emmevilla
@erictopol
@thelancet
@mauricevdbosch
@bealelab
@casadileo1
@brampostdakar
@francebock
@buurenralf
@kirstykrb

Top Replied-To in G1:
@mauricevdbosch
@thelancet
@casadileo1
@kirstykrb
@alvarezmorenoc
@erictopol
@henkjanout
@debora92992943
@fpfabriziophd
@camruizs

Top Replied-To in G2:
@thelancet
@wellcome_amr
@ihme_uw
@pfizer
@scottbails13
@tjmidega
@jayasreekiyer
@govcanhealth
@dogarrett
@peterhotez

Top Replied-To in G3:
@emmevilla
@erictopol
@lisa_iannattone
@elianoreale
@bicidiario
@jimmyfloyd76
@franceskonew
@izzoedo
@ricstt
@giovann97350731

Top Replied-To in G5:
@shomburg
@martin_moder
@hirnschluckauf
@genista

Top Replied-To in G6:
@massimogrossi2
@gw09532
@fmmosca

Top Replied-To in G7:
@_bgzorn_
@victorjcid
@drzrz
@a_destrangis
@llamadmejr
@plebeyohispania
@coronavirusnewv
@anibr22
@elpais_opinion

Top Replied-To in G8:
@bealelab
@davidlvbauer
@chocimpress
@kidney_research
@se25a
@drrebeccagower
@joannekarma
@cote_science
@_tusman
@monarahalkar

Top Replied-To in G10:
@factsarebiased
@frugalsues
@jonathanhannah
@alimasubway
@tanyarensen
@saffiya_khan1
@nomisinfotoday
@bretweinstein
@amarlevine
@mfosgp

Top Mentioned
Top Mentioned in Entire Graph:
@thelancet
@ihme_uw
@erictopol
@shomburg
@mauricevdbosch
@bjornlomborg
@lancetrespirmed
@valy_s
@epi_
@ukamrenvoy

Top Mentioned in G1:
@thelancet
@mauricevdbosch
@richardhorton1
@alvarezmorenoc
@dr2nisreenalwan
@dimphygk
@attjekuiken
@lonnekeengel
@artsenc
@jama_current

Top Mentioned in G2:
@thelancet
@ukamrenvoy
@ihme_uw
@drtedros
@brxad
@who
@ukhsa
@wellcometrust
@wellcome_amr
@lshtm

Top Mentioned in G3:
@thelancet
@erictopol
@ihme_uw
@lancetrespirmed
@epi_
@emmevilla
@thelancetendo
@thelancetinfdis
@davide19663174
@patriziapattys

Top Mentioned in G4:
@onna118
@adamscrabble
@sefunda_dx
@jamesonhalpern
@angel_h_merino

Top Mentioned in G5:
@shomburg
@m_t_franz
@martin_moder
@katrinhelling
@2genervter
@viennasky
@c_pohlmann
@1ofallde
@fertigungs_werk
@genoesparan

Top Mentioned in G6:
@valy_s
@frazambon
@giuz73
@lorenzo36522471
@kmarrito
@barbara40038174
@giovaquez
@mariannaaprile
@istsupsan

Top Mentioned in G7:
@biotay
@thelancet
@el_pais
@coronavirusnewv
@_bgzorn_
@nunod
@thelancetneuro
@victorjcid
@fedkukso

Top Mentioned in G8:
@bealelab
@thelancet
@thecrick
@uclhresearch
@edjcarr
@davidlvbauer
@kidney_research
@paimadhu
@absteward
@musician1980

Top Mentioned in G9:
@bjornlomborg

Top Mentioned in G10:
@mcfunny
@andylumm
@mdrisette
@burgerlab12
@pawley_robert
@chrisjohnsonmd
@jt375043170
@wjack76995
@barryjohnreid21
@frugalsues

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@marshawright
@paoloigna1
@reportes24h
@adrianat9735
@moonbootica
@independent
@inabster
@citrus_kyoto
@viralvideovlogs

Top Tweeters in G1:
@threadreaderapp
@moonbootica
@eldiario
@vostokintheair
@blanketcrap
@mtrushmore2016
@gjscco
@andrewmorrisuk
@economictimes
@nelliejs501

Top Tweeters in G2:
@marshawright
@inabster
@john1966olsen
@menabster
@protestmusica
@guardian
@googleexpertuk
@tighnacoille
@washingtonpost
@forgerat

Top Tweeters in G3:
@paoloigna1
@ketaminh
@maegan_laporte
@njdoc
@1atsuhimerose2
@rog_2
@elisha1022
@pmo_w
@katydogcrazy
@thekeeper2016

Top Tweeters in G4:
@jimmyroybloom
@drpatfarrell
@prison_health
@jazzmanahn
@scepticalaussie
@eastvillagetwt
@crof
@michaelbertakis
@tiemposur_
@rionegrocomar

Top Tweeters in G5:
@uwewolff966
@mafaldavnzl
@schwarzehexe5
@peterroger17
@berlinaffaires
@aegisbridge
@niemieckapolity
@rstrohmi
@edialekto
@sonjafu2007

Top Tweeters in G6:
@sonialavera
@lucabattanta
@valy_s
@manu_etoile
@anto_galli4
@testament73
@etherea_etherea
@marcuspascal1
@tharros_nuraghe
@zioklint

Top Tweeters in G7:
@el_pais
@drzrz
@ritayuly
@dvcstarsonia
@montllo
@trabajareuropa
@cayocornelio
@jazzminrosa
@jose_i_guarino
@leireecheberria

Top Tweeters in G8:
@ayirpelle
@pash22
@piyakhanna
@rolynhome
@die_primel
@frank3davies
@longitude0
@sandi89701936
@3salmon
@mariasm98804986

Top Tweeters in G9:
@garthgodsman
@clondozu
@isaacj
@sakak
@razzoraza
@rogerxmathew
@alan_poirier
@hhelenakhl
@cowboy082478
@rgame2

Top Tweeters in G10:
@saffiya_khan1
@adevotedyogi
@doritmi
@monstercoyliar
@kath2cats
@wjack76995
@jsaholmes
@chimera414
@mcfunny
@cern_lxxl


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